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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a slender, white hand reaches toward a floor-to-ceiling bookshelf with dark wooden spines, illuminated by warm, dusty lighting. The hand grasps the spine of an ancient leather-bound book, with the cover edges worn and gilded details faintly visible. The scene conveys a quiet, focused, historical exploration atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the hand and book details, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The motion appears reasonably smooth, though not flawless, resulting in an average perceptual quality rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up view, a level-angle perspective, and a hand interacting with an old book under warm lighting. However, some aspects described in the prompt—such as the exact shelf arrangement, the precise sequence of pulling the book out, and the presence of a second hand supporting the bottom—are not consistently realized throughout the footage. Overall, the alignment is acceptable but not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions between hand and book feel plausible, with believable weight distribution and careful handling. There are no glaring physics violations, yet minor timing or grip nuances prevent a higher score; overall, the scene remains coherent and credible.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.1875,
+                    "TA": 2.421875,
+                    "MQ": 2.96875,
+                    "Overall": 8.625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a slender, white hand reaches toward a floor-to-ceiling bookshelf with dark wooden spines, illuminated by warm, dusty lighting. The hand grasps the spine of an ancient leather-bound book, with the cover edges worn and gilded details faintly visible. The scene conveys a quiet, focused, historical exploration atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the hand and book details, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The motion appears reasonably smooth, though not flawless, resulting in an average perceptual quality rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up view, a level-angle perspective, and a hand interacting with an old book under warm lighting. However, some aspects described in the prompt—such as the exact shelf arrangement, the precise sequence of pulling the book out, and the presence of a second hand supporting the bottom—are not consistently realized throughout the footage. Overall, the alignment is acceptable but not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions between hand and book feel plausible, with believable weight distribution and careful handling. There are no glaring physics violations, yet minor timing or grip nuances prevent a higher score; overall, the scene remains coherent and credible.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "close-up shot, shot from a level angle, slowly pans to the right, following a slender, white hand as it cautiously reaches into a floor-to-ceiling bookshelf crafted from dark wood and lined with old books. The shelves are densely packed with hardcover books of varying sizes, their spines a thin layer of dust. A warm, dusty, slanting light streams down from the side and above, illuminating this quiet corner. The fingers of the hand firmly grasp the spine of a heavy tome, an ancient book bound in dark brown leather. The edges of the cover are slightly curled and worn by age, and the gilded patterns of the ancient pattern are faintly visible in the light. As the hand slowly pulls the book out with steady and deliberate force, the other hand gently supports the bottom of the book, and with a thumb, it gently lifts the heavy cover, making a soft, dull sound. Then, he picked up a page of paper that was yellowed and fragile due to its age with his fingertips and slowly turned it over. The page was covered with fine brown spots and ancient lead printing fonts. The whole picture was in warm tones of dark brown and cream yellow, creating a quiet, focused and historical exploration atmosphere.",
+        "seed": 3363,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_0/index_7363_seed_3363_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,
+        "video_score2_vq": 2.53125,
+        "video_score2_ta": 2.421875,
+        "video_score2_mq": 3.15625,
+        "video_score2_overall": 8.125,
+        "avg": 8.109375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "close-up shot, shot from a level angle, slowly pans to the right, following a slender, white hand as it cautiously reaches into a floor-to-ceiling bookshelf crafted from dark wood and lined with old books. The shelves are densely packed with hardcover books of varying sizes, their spines a thin layer of dust. A warm, dusty, slanting light streams down from the side and above, illuminating this quiet corner. The fingers of the hand firmly grasp the spine of a heavy tome, an ancient book bound in dark brown leather. The edges of the cover are slightly curled and worn by age, and the gilded patterns of the ancient pattern are faintly visible in the light. As the hand slowly pulls the book out with steady and deliberate force, the other hand gently supports the bottom of the book, and with a thumb, it gently lifts the heavy cover, making a soft, dull sound. Then, he picked up a page of paper that was yellowed and fragile due to its age with his fingertips and slowly turned it over. The page was covered with fine brown spots and ancient lead printing fonts. The whole picture was in warm tones of dark brown and cream yellow, creating a quiet, focused and historical exploration atmosphere.",
+                "token_credit_reward": 8.125,
+                "selected_reward": 8.125,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a slender, white hand reaches toward a floor-to-ceiling bookshelf, with a slow pan to the right, and a careful interaction with an old book. The scene is intended to convey a warm, dusty atmosphere and a deliberate, almost meditative handling of the book.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background details. Lighting remains warm and consistent across shots, and color grading stays within the warm brown/cream palette. There are no major distortions or artifacts, and transitions between frames are smooth. The depth-of-field effect appears intentional, though it reduces sharpness in peripheral areas.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, level-angle view with a slow rightward pan and a clearly visible hand interacting with a bookshelf. The shelf appears dark-wooden and densely packed with old books, and the lighting evokes a warm, dusty atmosphere. The hand’s interaction with the book is evident, including moments of grasping and turning pages. Some finer details from the prompt—such as explicit gilded patterns on the cover and the exact moment of lifting the cover—are not always clearly depicted, but the core elements and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand movements and interactions with the book feel plausible and generally natural, with believable page-turning and weight perception. However, there are occasional minor inconsistencies in grip timing and subtle motion dynamics that prevent a higher score. Overall, the scene maintains coherent physical behavior without obvious violations of common-sense expectations.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.53125,
+                    "TA": 2.421875,
+                    "MQ": 3.15625,
+                    "Overall": 8.125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a slender, white hand reaches toward a floor-to-ceiling bookshelf, with a slow pan to the right, and a careful interaction with an old book. The scene is intended to convey a warm, dusty atmosphere and a deliberate, almost meditative handling of the book.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background details. Lighting remains warm and consistent across shots, and color grading stays within the warm brown/cream palette. There are no major distortions or artifacts, and transitions between frames are smooth. The depth-of-field effect appears intentional, though it reduces sharpness in peripheral areas.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, level-angle view with a slow rightward pan and a clearly visible hand interacting with a bookshelf. The shelf appears dark-wooden and densely packed with old books, and the lighting evokes a warm, dusty atmosphere. The hand’s interaction with the book is evident, including moments of grasping and turning pages. Some finer details from the prompt—such as explicit gilded patterns on the cover and the exact moment of lifting the cover—are not always clearly depicted, but the core elements and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand movements and interactions with the book feel plausible and generally natural, with believable page-turning and weight perception. However, there are occasional minor inconsistencies in grip timing and subtle motion dynamics that prevent a higher score. Overall, the scene maintains coherent physical behavior without obvious violations of common-sense expectations.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "close-up shot, shot from a level angle, slowly pans to the right, following a slender, white hand as it cautiously reaches into a floor-to-ceiling bookshelf crafted from dark wood and lined with old books. The shelves are densely packed with hardcover books of varying sizes, their spines a thin layer of dust. A warm, dusty, slanting light streams down from the side and above, illuminating this quiet corner. The fingers of the hand firmly grasp the spine of a heavy tome, an ancient book bound in dark brown leather. The edges of the cover are slightly curled and worn by age, and the gilded patterns of the ancient pattern are faintly visible in the light. As the hand slowly pulls the book out with steady and deliberate force, the other hand gently supports the bottom of the book, and with a thumb, it gently lifts the heavy cover, making a soft, dull sound. Then, he picked up a page of paper that was yellowed and fragile due to its age with his fingertips and slowly turned it over. The page was covered with fine brown spots and ancient lead printing fonts. The whole picture was in warm tones of dark brown and cream yellow, creating a quiet, focused and historical exploration atmosphere.",
+        "seed": 3364,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_0/index_7363_seed_3364_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,
+        "video_score2_vq": 3.203125,
+        "video_score2_ta": 2.640625,
+        "video_score2_mq": 3.171875,
+        "video_score2_overall": 9.0,
+        "avg": 9.015625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "close-up shot, shot from a level angle, slowly pans to the right, following a slender, white hand as it cautiously reaches into a floor-to-ceiling bookshelf crafted from dark wood and lined with old books. The shelves are densely packed with hardcover books of varying sizes, their spines a thin layer of dust. A warm, dusty, slanting light streams down from the side and above, illuminating this quiet corner. The fingers of the hand firmly grasp the spine of a heavy tome, an ancient book bound in dark brown leather. The edges of the cover are slightly curled and worn by age, and the gilded patterns of the ancient pattern are faintly visible in the light. As the hand slowly pulls the book out with steady and deliberate force, the other hand gently supports the bottom of the book, and with a thumb, it gently lifts the heavy cover, making a soft, dull sound. Then, he picked up a page of paper that was yellowed and fragile due to its age with his fingertips and slowly turned it over. The page was covered with fine brown spots and ancient lead printing fonts. The whole picture was in warm tones of dark brown and cream yellow, creating a quiet, focused and historical exploration atmosphere.",
+                "token_credit_reward": 9.0,
+                "selected_reward": 9.0,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a slender, white hand reaches into a floor-to-ceiling bookshelf, grasps the spine of an ancient leather-bound book, and carefully turns a yellowed page. The scene is intended to convey a warm, dusty atmosphere with detailed textures of age and wear.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and warm lighting, but there are occasional minor artifacts and slight inconsistencies in texture rendering across frames. The hand and book details are generally clear, yet some frames exhibit mild blur or color variation that prevent a higher rating. The sequence remains coherent and readable, though not exceptionally sharp throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up view, a level-angle perspective, a hand reaching toward a shelf, and the act of grasping a book spine and turning a page. The warm, aged aesthetic and the focus on tactile interaction align well with the description. Some finer-grained details (e.g., exact shelf density or subtle page-turn nuances) may be less pronounced, but the main narrative and mood match closely.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). Hand movements and interactions with the book feel plausible, and the aging textures support the historical context. However, there are minor inconsistencies in how the hand grips the book and in the timing of the page-turn relative to gravity cues, which prevents a higher score. Overall, the scene remains believable and coherent.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.203125,
+                    "TA": 2.640625,
+                    "MQ": 3.171875,
+                    "Overall": 9.0
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a slender, white hand reaches into a floor-to-ceiling bookshelf, grasps the spine of an ancient leather-bound book, and carefully turns a yellowed page. The scene is intended to convey a warm, dusty atmosphere with detailed textures of age and wear.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and warm lighting, but there are occasional minor artifacts and slight inconsistencies in texture rendering across frames. The hand and book details are generally clear, yet some frames exhibit mild blur or color variation that prevent a higher rating. The sequence remains coherent and readable, though not exceptionally sharp throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up view, a level-angle perspective, a hand reaching toward a shelf, and the act of grasping a book spine and turning a page. The warm, aged aesthetic and the focus on tactile interaction align well with the description. Some finer-grained details (e.g., exact shelf density or subtle page-turn nuances) may be less pronounced, but the main narrative and mood match closely.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). Hand movements and interactions with the book feel plausible, and the aging textures support the historical context. However, there are minor inconsistencies in how the hand grips the book and in the timing of the page-turn relative to gravity cues, which prevents a higher score. Overall, the scene remains believable and coherent.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "close-up shot, shot from a level angle, slowly pans to the right, following a slender, white hand as it cautiously reaches into a floor-to-ceiling bookshelf crafted from dark wood and lined with old books. The shelves are densely packed with hardcover books of varying sizes, their spines a thin layer of dust. A warm, dusty, slanting light streams down from the side and above, illuminating this quiet corner. The fingers of the hand firmly grasp the spine of a heavy tome, an ancient book bound in dark brown leather. The edges of the cover are slightly curled and worn by age, and the gilded patterns of the ancient pattern are faintly visible in the light. As the hand slowly pulls the book out with steady and deliberate force, the other hand gently supports the bottom of the book, and with a thumb, it gently lifts the heavy cover, making a soft, dull sound. Then, he picked up a page of paper that was yellowed and fragile due to its age with his fingertips and slowly turned it over. The page was covered with fine brown spots and ancient lead printing fonts. The whole picture was in warm tones of dark brown and cream yellow, creating a quiet, focused and historical exploration atmosphere.",
+        "seed": 3365,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_0/index_7363_seed_3365_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,
+        "video_score2_vq": 3.171875,
+        "video_score2_ta": 3.203125,
+        "video_score2_mq": 3.078125,
+        "video_score2_overall": 9.4375,
+        "avg": 9.453125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "close-up shot, shot from a level angle, slowly pans to the right, following a slender, white hand as it cautiously reaches into a floor-to-ceiling bookshelf crafted from dark wood and lined with old books. The shelves are densely packed with hardcover books of varying sizes, their spines a thin layer of dust. A warm, dusty, slanting light streams down from the side and above, illuminating this quiet corner. The fingers of the hand firmly grasp the spine of a heavy tome, an ancient book bound in dark brown leather. The edges of the cover are slightly curled and worn by age, and the gilded patterns of the ancient pattern are faintly visible in the light. As the hand slowly pulls the book out with steady and deliberate force, the other hand gently supports the bottom of the book, and with a thumb, it gently lifts the heavy cover, making a soft, dull sound. Then, he picked up a page of paper that was yellowed and fragile due to its age with his fingertips and slowly turned it over. The page was covered with fine brown spots and ancient lead printing fonts. The whole picture was in warm tones of dark brown and cream yellow, creating a quiet, focused and historical exploration atmosphere.",
+                "token_credit_reward": 9.4375,
+                "selected_reward": 9.4375,
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+                    0.00022833439288660884,
+                    0.00023850452271290123
+                ],
+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    0,
+                    2,
+                    1
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence featuring a slender, white hand reaching into a floor-to-ceiling bookshelf with dark wood shelves and old books. It emphasizes a warm, dusty lighting mood, careful handling of an ancient leather-bound book, and turning a yellowed page to reveal fine details. The overall scene is intended to convey a quiet, focused historical exploration atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent warm lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during hand movements, occasional minor distortions in finger articulation, and slight inconsistencies in texture detail on the books and shelf. These factors keep the visuals acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, a level-angle perspective, a slender white hand, a dark wooden bookshelf, old hardcover books, warm dusty illumination, and the careful handling of an aged leather book with a page-turn moment. While most key aspects are well represented, a few nuanced details such as the exact shelf density or subtle shelf geometry may be less precise, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand interactions with the book and shelf are generally plausible, with believable contact and weight transfer during grasping and page turning. However, there are minor anatomical irregularities in finger positioning and some micro-physics cues that feel slightly off, preventing a higher score.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.171875,
+                    "TA": 3.203125,
+                    "MQ": 3.078125,
+                    "Overall": 9.4375
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence featuring a slender, white hand reaching into a floor-to-ceiling bookshelf with dark wood shelves and old books. It emphasizes a warm, dusty lighting mood, careful handling of an ancient leather-bound book, and turning a yellowed page to reveal fine details. The overall scene is intended to convey a quiet, focused historical exploration atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent warm lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during hand movements, occasional minor distortions in finger articulation, and slight inconsistencies in texture detail on the books and shelf. These factors keep the visuals acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, a level-angle perspective, a slender white hand, a dark wooden bookshelf, old hardcover books, warm dusty illumination, and the careful handling of an aged leather book with a page-turn moment. While most key aspects are well represented, a few nuanced details such as the exact shelf density or subtle shelf geometry may be less precise, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand interactions with the book and shelf are generally plausible, with believable contact and weight transfer during grasping and page turning. However, there are minor anatomical irregularities in finger positioning and some micro-physics cues that feel slightly off, preventing a higher score.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_1/index_tensor([4643, 4643])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_1/index_tensor([4643, 4643])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c06ac3f1140d9c488da76ab5ab614e3477844fc1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_1/index_tensor([4643, 4643])_group_1_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the moment of ignition on a pristine gas stove, rendered in surreal detail. The camera remains perfectly still, focused on the round metal burner cap, crafted from brushed stainless steel. Its spotless surface reflects the bright, shadowless, and clinically precise lighting that defines the scene. A small, white, ceramic-insulated electric ignition pin sits near the cap. Suddenly, a sharp, brilliant arc of purple-white light crackles through a tiny gap, piercing the air with concentrated intensity. The spark instantly ignites the airflow from the burner port, causing a perfectly vibrant blue ring of flame to erupt instantly and bloom with controlled, satisfying force. The flame is a steady, uniform corona of pure blue, with individual jets clearly visible, creating an atmosphere of perfect cleanliness, power, and mechanical precision.",
+        "seed": 19091,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_1/index_4643_seed_19091_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,
+        "video_score2_vq": 3.75,
+        "video_score2_ta": 2.59375,
+        "video_score2_mq": 3.171875,
+        "video_score2_overall": 9.5,
+        "avg": 9.515625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the moment of ignition on a pristine gas stove, rendered in surreal detail. The camera remains perfectly still, focused on the round metal burner cap, crafted from brushed stainless steel. Its spotless surface reflects the bright, shadowless, and clinically precise lighting that defines the scene. A small, white, ceramic-insulated electric ignition pin sits near the cap. Suddenly, a sharp, brilliant arc of purple-white light crackles through a tiny gap, piercing the air with concentrated intensity. The spark instantly ignites the airflow from the burner port, causing a perfectly vibrant blue ring of flame to erupt instantly and bloom with controlled, satisfying force. The flame is a steady, uniform corona of pure blue, with individual jets clearly visible, creating an atmosphere of perfect cleanliness, power, and mechanical precision.",
+                "token_credit_reward": 9.5,
+                "selected_reward": 9.5,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle capturing the moment of ignition on a pristine gas stove, rendered in surreal detail. The scene should show a perfectly spotless, reflective surface under bright, shadowless, clinically precise lighting, with a small white ceramic-insulated electric ignition pin near the cap, followed by a sharp purple-white arc, then a steady blue flame with visible jets, conveying cleanliness, power, and mechanical precision.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames deliver decent resolution and clear depiction of the burner and flame, but there are minor imperfections such as slight softness in some areas and occasional color/contrast inconsistencies. The sequence remains coherent across frames, with no major distortions or artifacts, and the flame rendering is plausible though not exceptionally sharp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a close-up view of a gas burner with a blue flame and a slightly elevated angle, which aligns with several aspects of the prompt. However, key elements described in the prompt — notably the explicit ignition sequence (arc, gap, and the moment of ignition) and the presence of a ceramic-insulated ignition pin — are not clearly depicted. The result is a partial match where the general scenario is present but the specific ignition mechanics are missing, reducing fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The flame behavior appears plausible and the overall scene adheres to basic physical expectations for a gas burner. There are no obvious violations of common-sense physics, though the absence of the detailed ignition sequence and the missing ceramic pin introduce mild gaps in the narrative coherence and realism of the depicted process.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.75,
+                    "TA": 2.59375,
+                    "MQ": 3.171875,
+                    "Overall": 9.5
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle capturing the moment of ignition on a pristine gas stove, rendered in surreal detail. The scene should show a perfectly spotless, reflective surface under bright, shadowless, clinically precise lighting, with a small white ceramic-insulated electric ignition pin near the cap, followed by a sharp purple-white arc, then a steady blue flame with visible jets, conveying cleanliness, power, and mechanical precision.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames deliver decent resolution and clear depiction of the burner and flame, but there are minor imperfections such as slight softness in some areas and occasional color/contrast inconsistencies. The sequence remains coherent across frames, with no major distortions or artifacts, and the flame rendering is plausible though not exceptionally sharp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a close-up view of a gas burner with a blue flame and a slightly elevated angle, which aligns with several aspects of the prompt. However, key elements described in the prompt — notably the explicit ignition sequence (arc, gap, and the moment of ignition) and the presence of a ceramic-insulated ignition pin — are not clearly depicted. The result is a partial match where the general scenario is present but the specific ignition mechanics are missing, reducing fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The flame behavior appears plausible and the overall scene adheres to basic physical expectations for a gas burner. There are no obvious violations of common-sense physics, though the absence of the detailed ignition sequence and the missing ceramic pin introduce mild gaps in the narrative coherence and realism of the depicted process.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the moment of ignition on a pristine gas stove, rendered in surreal detail. The camera remains perfectly still, focused on the round metal burner cap, crafted from brushed stainless steel. Its spotless surface reflects the bright, shadowless, and clinically precise lighting that defines the scene. A small, white, ceramic-insulated electric ignition pin sits near the cap. Suddenly, a sharp, brilliant arc of purple-white light crackles through a tiny gap, piercing the air with concentrated intensity. The spark instantly ignites the airflow from the burner port, causing a perfectly vibrant blue ring of flame to erupt instantly and bloom with controlled, satisfying force. The flame is a steady, uniform corona of pure blue, with individual jets clearly visible, creating an atmosphere of perfect cleanliness, power, and mechanical precision.",
+        "seed": 19092,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_1/index_4643_seed_19092_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,
+        "video_score2_vq": 3.828125,
+        "video_score2_ta": 1.8671875,
+        "video_score2_mq": 3.15625,
+        "video_score2_overall": 8.875,
+        "avg": 8.8515625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the moment of ignition on a pristine gas stove, rendered in surreal detail. The camera remains perfectly still, focused on the round metal burner cap, crafted from brushed stainless steel. Its spotless surface reflects the bright, shadowless, and clinically precise lighting that defines the scene. A small, white, ceramic-insulated electric ignition pin sits near the cap. Suddenly, a sharp, brilliant arc of purple-white light crackles through a tiny gap, piercing the air with concentrated intensity. The spark instantly ignites the airflow from the burner port, causing a perfectly vibrant blue ring of flame to erupt instantly and bloom with controlled, satisfying force. The flame is a steady, uniform corona of pure blue, with individual jets clearly visible, creating an atmosphere of perfect cleanliness, power, and mechanical precision.",
+                "token_credit_reward": 8.875,
+                "selected_reward": 8.875,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle capturing the moment of ignition on a pristine gas stove, rendered in surreal detail. The scene should show a spotless, reflective surface under bright, shadowless, clinically precise lighting, with a small white ceramic-insulated electric ignition pin near the cap, followed by a sharp purple-white arc, then a steady blue flame with visible jets. In practice, the video presents a gas burner with a blue flame and a relatively clean presentation, but several key elements from the prompt are not realized. The ignition sequence (arc, pin, and the moment of ignition) is not depicted, and the overall aesthetic does not reach the surreal or clinical precision described. The alignment to the prompt is therefore limited.\n\nVisual Quality Analysis:\nThe frames deliver solid visual quality: resolution is adequate, details of the burner and flame are clear, and lighting remains consistent across shots. There are no obvious artifacts or distortions, and color rendition is natural. However, the sequence lacks dynamic progression and cinematic polish; it reads as competent but not exceptional. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the video shows a gas burner with a blue flame and a clean appearance, which matches some aspects. Critical elements such as the ignition arc, the ignition pin, and the moment of ignition are missing, and the scene does not convey the intended surreal or clinical precision. The result is a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to plausible physical behavior: the flame color, jet structure, and general dynamics are consistent with real-world gas burners. No obvious physical contradictions are present, though the absence of the described ignition sequence reduces narrative coherence. Overall, Physical/Common-sense Consistency is moderate (score 3).\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.828125,
+                    "TA": 1.8671875,
+                    "MQ": 3.15625,
+                    "Overall": 8.875
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle capturing the moment of ignition on a pristine gas stove, rendered in surreal detail. The scene should show a spotless, reflective surface under bright, shadowless, clinically precise lighting, with a small white ceramic-insulated electric ignition pin near the cap, followed by a sharp purple-white arc, then a steady blue flame with visible jets. In practice, the video presents a gas burner with a blue flame and a relatively clean presentation, but several key elements from the prompt are not realized. The ignition sequence (arc, pin, and the moment of ignition) is not depicted, and the overall aesthetic does not reach the surreal or clinical precision described. The alignment to the prompt is therefore limited.\n\nVisual Quality Analysis:\nThe frames deliver solid visual quality: resolution is adequate, details of the burner and flame are clear, and lighting remains consistent across shots. There are no obvious artifacts or distortions, and color rendition is natural. However, the sequence lacks dynamic progression and cinematic polish; it reads as competent but not exceptional. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the video shows a gas burner with a blue flame and a clean appearance, which matches some aspects. Critical elements such as the ignition arc, the ignition pin, and the moment of ignition are missing, and the scene does not convey the intended surreal or clinical precision. The result is a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to plausible physical behavior: the flame color, jet structure, and general dynamics are consistent with real-world gas burners. No obvious physical contradictions are present, though the absence of the described ignition sequence reduces narrative coherence. Overall, Physical/Common-sense Consistency is moderate (score 3).\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the moment of ignition on a pristine gas stove, rendered in surreal detail. The camera remains perfectly still, focused on the round metal burner cap, crafted from brushed stainless steel. Its spotless surface reflects the bright, shadowless, and clinically precise lighting that defines the scene. A small, white, ceramic-insulated electric ignition pin sits near the cap. Suddenly, a sharp, brilliant arc of purple-white light crackles through a tiny gap, piercing the air with concentrated intensity. The spark instantly ignites the airflow from the burner port, causing a perfectly vibrant blue ring of flame to erupt instantly and bloom with controlled, satisfying force. The flame is a steady, uniform corona of pure blue, with individual jets clearly visible, creating an atmosphere of perfect cleanliness, power, and mechanical precision.",
+        "seed": 19093,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_1/index_4643_seed_19093_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,
+        "video_score2_vq": 3.71875,
+        "video_score2_ta": 2.34375,
+        "video_score2_mq": 3.859375,
+        "video_score2_overall": 9.9375,
+        "avg": 9.921875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the moment of ignition on a pristine gas stove, rendered in surreal detail. The camera remains perfectly still, focused on the round metal burner cap, crafted from brushed stainless steel. Its spotless surface reflects the bright, shadowless, and clinically precise lighting that defines the scene. A small, white, ceramic-insulated electric ignition pin sits near the cap. Suddenly, a sharp, brilliant arc of purple-white light crackles through a tiny gap, piercing the air with concentrated intensity. The spark instantly ignites the airflow from the burner port, causing a perfectly vibrant blue ring of flame to erupt instantly and bloom with controlled, satisfying force. The flame is a steady, uniform corona of pure blue, with individual jets clearly visible, creating an atmosphere of perfect cleanliness, power, and mechanical precision.",
+                "token_credit_reward": 9.9375,
+                "selected_reward": 9.9375,
+                "frame_importance": [
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+                    0.4389161169528961
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle capturing the moment of ignition on a pristine gas stove, rendered in surreal detail. The scene should show a round metal burner cap made of polished stainless steel with a spotless surface under bright, shadowless, clinical lighting. A small white ceramic-insulated electric ignition pin sits near the cap, and a sharp purple-white arc of light should crackle through a tiny gap, followed by a sudden, perfectly vibrant blue ring of flame erupting with controlled force. The flame should be a steady, uniform corona of pure blue with clearly visible individual jets, conveying cleanliness, power, and mechanical precision.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate and color rendition is generally good, with the blue flame clearly distinguishable. The metallic surfaces show believable reflections, and the flames appear stable across shots. There are no obvious distortions or artifacts, and the framing remains consistent. However, there are minor imperfections (e.g., slight softness in some areas, occasional subtle noise, and very mild color fringing) that prevent a perfect 5. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The video presents a gas burner with a blue flame and a slightly elevated angle, which matches several aspects. However, key elements described in the prompt are missing or misrepresented: there is no visible white ceramic ignition pin near the cap, and the dramatic arc of purple-white light initiating the ignition is absent. The flame appears to be already burning rather than showing the moment of ignition, and the sequence does not depict the ignition process as described. Consequently, the alignment is limited and does not faithfully reproduce the core narrative of the prompt, corresponding to a low alignment score around 2.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the burner geometry, flame characteristics, and lighting are coherent with real-world expectations. The absence of the ignition arc and the missing ceramic pin introduce inconsistencies relative to the described scenario, but they do not create obvious physical impossibilities. Overall, physical/common-sense consistency is moderate, reflecting a score of 3.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 4,
+                    "TA": 2,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.71875,
+                    "TA": 2.34375,
+                    "MQ": 3.859375,
+                    "Overall": 9.9375
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle capturing the moment of ignition on a pristine gas stove, rendered in surreal detail. The scene should show a round metal burner cap made of polished stainless steel with a spotless surface under bright, shadowless, clinical lighting. A small white ceramic-insulated electric ignition pin sits near the cap, and a sharp purple-white arc of light should crackle through a tiny gap, followed by a sudden, perfectly vibrant blue ring of flame erupting with controlled force. The flame should be a steady, uniform corona of pure blue with clearly visible individual jets, conveying cleanliness, power, and mechanical precision.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate and color rendition is generally good, with the blue flame clearly distinguishable. The metallic surfaces show believable reflections, and the flames appear stable across shots. There are no obvious distortions or artifacts, and the framing remains consistent. However, there are minor imperfections (e.g., slight softness in some areas, occasional subtle noise, and very mild color fringing) that prevent a perfect 5. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The video presents a gas burner with a blue flame and a slightly elevated angle, which matches several aspects. However, key elements described in the prompt are missing or misrepresented: there is no visible white ceramic ignition pin near the cap, and the dramatic arc of purple-white light initiating the ignition is absent. The flame appears to be already burning rather than showing the moment of ignition, and the sequence does not depict the ignition process as described. Consequently, the alignment is limited and does not faithfully reproduce the core narrative of the prompt, corresponding to a low alignment score around 2.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the burner geometry, flame characteristics, and lighting are coherent with real-world expectations. The absence of the ignition arc and the missing ceramic pin introduce inconsistencies relative to the described scenario, but they do not create obvious physical impossibilities. Overall, physical/common-sense consistency is moderate, reflecting a score of 3.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the moment of ignition on a pristine gas stove, rendered in surreal detail. The camera remains perfectly still, focused on the round metal burner cap, crafted from brushed stainless steel. Its spotless surface reflects the bright, shadowless, and clinically precise lighting that defines the scene. A small, white, ceramic-insulated electric ignition pin sits near the cap. Suddenly, a sharp, brilliant arc of purple-white light crackles through a tiny gap, piercing the air with concentrated intensity. The spark instantly ignites the airflow from the burner port, causing a perfectly vibrant blue ring of flame to erupt instantly and bloom with controlled, satisfying force. The flame is a steady, uniform corona of pure blue, with individual jets clearly visible, creating an atmosphere of perfect cleanliness, power, and mechanical precision.",
+        "seed": 19094,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_1/index_4643_seed_19094_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,
+        "video_score2_vq": 3.453125,
+        "video_score2_ta": 2.484375,
+        "video_score2_mq": 3.09375,
+        "video_score2_overall": 9.0,
+        "avg": 9.03125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the moment of ignition on a pristine gas stove, rendered in surreal detail. The camera remains perfectly still, focused on the round metal burner cap, crafted from brushed stainless steel. Its spotless surface reflects the bright, shadowless, and clinically precise lighting that defines the scene. A small, white, ceramic-insulated electric ignition pin sits near the cap. Suddenly, a sharp, brilliant arc of purple-white light crackles through a tiny gap, piercing the air with concentrated intensity. The spark instantly ignites the airflow from the burner port, causing a perfectly vibrant blue ring of flame to erupt instantly and bloom with controlled, satisfying force. The flame is a steady, uniform corona of pure blue, with individual jets clearly visible, creating an atmosphere of perfect cleanliness, power, and mechanical precision.",
+                "token_credit_reward": 9.0,
+                "selected_reward": 9.0,
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+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    2,
+                    1,
+                    0
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle capturing the moment of ignition on a pristine gas stove, rendered in surreal detail. The scene should show a perfectly spotless, reflective surface under bright, shadowless, clinically precise lighting, with a small white ceramic-insulated electric ignition pin near the cap. A sharp purple-white arc should crackle through a tiny gap, followed by a sudden, perfectly vibrant blue ring of flame erupting with controlled, satisfying force, and a steady, uniform blue corona with visible jets.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clarity, with the main subject in focus and a believable depth-of-field. The lighting is consistent across shots, and the blue flame is rendered with reasonable color fidelity. However, there are minor issues such as slight softness in some areas and occasional compression artifacts, which prevent a higher rating. The sequence appears stable with no major distortions or abrupt changes.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video presents a close-up of a gas burner and shows a blue flame, several key elements from the prompt are not convincingly realized. The surface does not appear truly pristine or highly reflective; the lighting is not notably bright or shadowless; the ignition arc and the dramatic purple-white crackle are not clearly depicted; and the overall aesthetic does not convey a clinical, hyper-detailed presentation. In short, the video captures only a subset of the described features, resulting in a weaker alignment.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The flame behavior and burner setup look plausible, with natural-looking blue flames and coherent geometry. There are no obvious physical contradictions, though the rendering lacks some of the dramatic emphasis and precise lighting implied by the prompt, keeping the depiction within ordinary expectations rather than an idealized, high-fidelity scenario.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 2,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.453125,
+                    "TA": 2.484375,
+                    "MQ": 3.09375,
+                    "Overall": 9.0
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle capturing the moment of ignition on a pristine gas stove, rendered in surreal detail. The scene should show a perfectly spotless, reflective surface under bright, shadowless, clinically precise lighting, with a small white ceramic-insulated electric ignition pin near the cap. A sharp purple-white arc should crackle through a tiny gap, followed by a sudden, perfectly vibrant blue ring of flame erupting with controlled, satisfying force, and a steady, uniform blue corona with visible jets.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clarity, with the main subject in focus and a believable depth-of-field. The lighting is consistent across shots, and the blue flame is rendered with reasonable color fidelity. However, there are minor issues such as slight softness in some areas and occasional compression artifacts, which prevent a higher rating. The sequence appears stable with no major distortions or abrupt changes.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video presents a close-up of a gas burner and shows a blue flame, several key elements from the prompt are not convincingly realized. The surface does not appear truly pristine or highly reflective; the lighting is not notably bright or shadowless; the ignition arc and the dramatic purple-white crackle are not clearly depicted; and the overall aesthetic does not convey a clinical, hyper-detailed presentation. In short, the video captures only a subset of the described features, resulting in a weaker alignment.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The flame behavior and burner setup look plausible, with natural-looking blue flames and coherent geometry. There are no obvious physical contradictions, though the rendering lacks some of the dramatic emphasis and precise lighting implied by the prompt, keeping the depiction within ordinary expectations rather than an idealized, high-fidelity scenario.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_10/index_tensor([9187, 9187])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_10/index_tensor([9187, 9187])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a2af5d9340c5338cfe26c561bdb8a03ac91058b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_10/index_tensor([9187, 9187])_group_10_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "wide-angle shot begins from a low, upward angle, then quickly tilts downward to dramatically track the trail of a fiery meteor. Against an inky black sky dotted with countless distant, cold stars, the meteor's core glows brilliantly white, trailing a long, turbulent trail of orange and yellow flames, punctuated by flaming debris and flickering embers. As it plummets to earth, its intense light briefly illuminates the desolate, rugged, rocky wasteland below, casting eerie, fast-moving shadows across the jagged rocks and dry brush. Finally, the meteor slammed into the ground with devastating force, instantly emitting a circle of bright, dazzling sparks that spread radially. At the same time, a huge dust cloud mixed with soil, gravel and smoke was thrown into the air, rolling and rising violently in all directions. The impact point in the center of the dust cloud continued to flash a fiery orange-red light. The whole scene was filled with a primitive, violent and awe-inspiring sense of cosmic power.",
+        "seed": 15652,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_10/index_9187_seed_15652_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,
+        "video_score2_vq": 3.265625,
+        "video_score2_ta": 3.015625,
+        "video_score2_mq": 3.296875,
+        "video_score2_overall": 9.5625,
+        "avg": 9.578125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "wide-angle shot begins from a low, upward angle, then quickly tilts downward to dramatically track the trail of a fiery meteor. Against an inky black sky dotted with countless distant, cold stars, the meteor's core glows brilliantly white, trailing a long, turbulent trail of orange and yellow flames, punctuated by flaming debris and flickering embers. As it plummets to earth, its intense light briefly illuminates the desolate, rugged, rocky wasteland below, casting eerie, fast-moving shadows across the jagged rocks and dry brush. Finally, the meteor slammed into the ground with devastating force, instantly emitting a circle of bright, dazzling sparks that spread radially. At the same time, a huge dust cloud mixed with soil, gravel and smoke was thrown into the air, rolling and rising violently in all directions. The impact point in the center of the dust cloud continued to flash a fiery orange-red light. The whole scene was filled with a primitive, violent and awe-inspiring sense of cosmic power.",
+                "token_credit_reward": 9.5625,
+                "selected_reward": 9.5625,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot starting from a low, upward angle that quickly tilts downward to track a fiery meteor against a dark sky with distant stars. The meteor's core is bright white, with an orange-yellow flame trail and flaming debris. As it descends, it illuminates a desolate, rocky wasteland, casting fast-moving shadows, and ends with a dramatic impact that emits sparks and a large dust cloud, with the final scene conveying cosmic power.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially during the explosion sequence. The imagery has a slightly artificial or rendered look rather than photorealism. Lighting and contrast are generally stable, and there are no major distortions or artifacts, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: wide-angle framing, low initial angle, rapid tilt, visible flame trail, orange-yellow hues, flaming debris, illumination of the landscape, and a large dust cloud with radial sparks. The depiction closely follows the described scenario, with only minor deviations in timing or emphasis that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence presents plausible fire dynamics and dust behavior, but some aspects feel stylized or simplified. The meteor’s entry and impact are visually coherent, yet certain interactions and scale cues are not perfectly aligned with real-world physics, resulting in a believable but not strictly accurate portrayal.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.265625,
+                    "TA": 3.015625,
+                    "MQ": 3.296875,
+                    "Overall": 9.5625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot starting from a low, upward angle that quickly tilts downward to track a fiery meteor against a dark sky with distant stars. The meteor's core is bright white, with an orange-yellow flame trail and flaming debris. As it descends, it illuminates a desolate, rocky wasteland, casting fast-moving shadows, and ends with a dramatic impact that emits sparks and a large dust cloud, with the final scene conveying cosmic power.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially during the explosion sequence. The imagery has a slightly artificial or rendered look rather than photorealism. Lighting and contrast are generally stable, and there are no major distortions or artifacts, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: wide-angle framing, low initial angle, rapid tilt, visible flame trail, orange-yellow hues, flaming debris, illumination of the landscape, and a large dust cloud with radial sparks. The depiction closely follows the described scenario, with only minor deviations in timing or emphasis that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence presents plausible fire dynamics and dust behavior, but some aspects feel stylized or simplified. The meteor’s entry and impact are visually coherent, yet certain interactions and scale cues are not perfectly aligned with real-world physics, resulting in a believable but not strictly accurate portrayal.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "wide-angle shot begins from a low, upward angle, then quickly tilts downward to dramatically track the trail of a fiery meteor. Against an inky black sky dotted with countless distant, cold stars, the meteor's core glows brilliantly white, trailing a long, turbulent trail of orange and yellow flames, punctuated by flaming debris and flickering embers. As it plummets to earth, its intense light briefly illuminates the desolate, rugged, rocky wasteland below, casting eerie, fast-moving shadows across the jagged rocks and dry brush. Finally, the meteor slammed into the ground with devastating force, instantly emitting a circle of bright, dazzling sparks that spread radially. At the same time, a huge dust cloud mixed with soil, gravel and smoke was thrown into the air, rolling and rising violently in all directions. The impact point in the center of the dust cloud continued to flash a fiery orange-red light. The whole scene was filled with a primitive, violent and awe-inspiring sense of cosmic power.",
+        "seed": 15653,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_10/index_9187_seed_15653_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,
+        "video_score2_vq": 3.09375,
+        "video_score2_ta": 2.046875,
+        "video_score2_mq": 2.96875,
+        "video_score2_overall": 8.125,
+        "avg": 8.109375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "wide-angle shot begins from a low, upward angle, then quickly tilts downward to dramatically track the trail of a fiery meteor. Against an inky black sky dotted with countless distant, cold stars, the meteor's core glows brilliantly white, trailing a long, turbulent trail of orange and yellow flames, punctuated by flaming debris and flickering embers. As it plummets to earth, its intense light briefly illuminates the desolate, rugged, rocky wasteland below, casting eerie, fast-moving shadows across the jagged rocks and dry brush. Finally, the meteor slammed into the ground with devastating force, instantly emitting a circle of bright, dazzling sparks that spread radially. At the same time, a huge dust cloud mixed with soil, gravel and smoke was thrown into the air, rolling and rising violently in all directions. The impact point in the center of the dust cloud continued to flash a fiery orange-red light. The whole scene was filled with a primitive, violent and awe-inspiring sense of cosmic power.",
+                "token_credit_reward": 8.125,
+                "selected_reward": 8.125,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot starting from a low, upward angle that quickly tilts downward to track a fiery meteor. It envisions an inky black sky with a white-hot meteor core, a long orange-yellow flame trail, flaming debris, and a dramatic impact sequence culminating in a large dust cloud and radial sparks.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The explosion visuals are presentable with orange/yellow hues and visible sparks, yet fine details are not consistently crisp. The sequence remains legible, but sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video captures some explosive effects and a rocky terrain, but key elements described in the prompt — specifically the wide-angle upward tilt, the clearly visible meteor trail, and the dramatic impact sequence — are not convincingly realized. The result reads more as generic explosive imagery than a faithful realization of the described cosmic event.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible explosive dynamics and environmental interaction, with debris dispersion and lighting broadly coherent with an impact scenario. However, certain aspects feel stylized or simplified, and some physical cues (such as sustained flame behavior and precise illumination gradients) are not fully convincing, leaving room for improvement in realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 2,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.09375,
+                    "TA": 2.046875,
+                    "MQ": 2.96875,
+                    "Overall": 8.125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot starting from a low, upward angle that quickly tilts downward to track a fiery meteor. It envisions an inky black sky with a white-hot meteor core, a long orange-yellow flame trail, flaming debris, and a dramatic impact sequence culminating in a large dust cloud and radial sparks.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The explosion visuals are presentable with orange/yellow hues and visible sparks, yet fine details are not consistently crisp. The sequence remains legible, but sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video captures some explosive effects and a rocky terrain, but key elements described in the prompt — specifically the wide-angle upward tilt, the clearly visible meteor trail, and the dramatic impact sequence — are not convincingly realized. The result reads more as generic explosive imagery than a faithful realization of the described cosmic event.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible explosive dynamics and environmental interaction, with debris dispersion and lighting broadly coherent with an impact scenario. However, certain aspects feel stylized or simplified, and some physical cues (such as sustained flame behavior and precise illumination gradients) are not fully convincing, leaving room for improvement in realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "wide-angle shot begins from a low, upward angle, then quickly tilts downward to dramatically track the trail of a fiery meteor. Against an inky black sky dotted with countless distant, cold stars, the meteor's core glows brilliantly white, trailing a long, turbulent trail of orange and yellow flames, punctuated by flaming debris and flickering embers. As it plummets to earth, its intense light briefly illuminates the desolate, rugged, rocky wasteland below, casting eerie, fast-moving shadows across the jagged rocks and dry brush. Finally, the meteor slammed into the ground with devastating force, instantly emitting a circle of bright, dazzling sparks that spread radially. At the same time, a huge dust cloud mixed with soil, gravel and smoke was thrown into the air, rolling and rising violently in all directions. The impact point in the center of the dust cloud continued to flash a fiery orange-red light. The whole scene was filled with a primitive, violent and awe-inspiring sense of cosmic power.",
+        "seed": 15654,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_10/index_9187_seed_15654_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,
+        "video_score2_vq": 2.96875,
+        "video_score2_ta": 3.015625,
+        "video_score2_mq": 3.3125,
+        "video_score2_overall": 9.3125,
+        "avg": 9.296875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "wide-angle shot begins from a low, upward angle, then quickly tilts downward to dramatically track the trail of a fiery meteor. Against an inky black sky dotted with countless distant, cold stars, the meteor's core glows brilliantly white, trailing a long, turbulent trail of orange and yellow flames, punctuated by flaming debris and flickering embers. As it plummets to earth, its intense light briefly illuminates the desolate, rugged, rocky wasteland below, casting eerie, fast-moving shadows across the jagged rocks and dry brush. Finally, the meteor slammed into the ground with devastating force, instantly emitting a circle of bright, dazzling sparks that spread radially. At the same time, a huge dust cloud mixed with soil, gravel and smoke was thrown into the air, rolling and rising violently in all directions. The impact point in the center of the dust cloud continued to flash a fiery orange-red light. The whole scene was filled with a primitive, violent and awe-inspiring sense of cosmic power.",
+                "token_credit_reward": 9.3125,
+                "selected_reward": 9.3125,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot starting from a low, upward angle, then tilting downward to track a fiery meteor trail against a dark starry sky. The meteor core is white-hot, with an orange-yellow flame trail, flaming debris, and embers as it descends. The final impact is depicted with a large dust cloud, radial sparks, and a central fiery glow at the impact site, conveying cosmic power.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the later frames where fine details are less distinct. The color palette remains consistent with warm fire tones against a dark sky, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cinematic feel, but sharpness and detail do not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: wide-angle framing, low initial angle, downward tilt, visible meteor trail with orange-yellow hues, flaming debris, and a large dust cloud at impact. The core concept and progression align well with the description. Some minor deviations exist in the exact timing and intensity of certain effects, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The descent and impact dynamics follow plausible behavior for a meteor entering the atmosphere and striking the ground, with appropriate lighting interactions and debris dispersion. However, there are small inconsistencies in scale, timing, and the interaction between the dust cloud and the terrain that prevent a higher level of realism.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.96875,
+                    "TA": 3.015625,
+                    "MQ": 3.3125,
+                    "Overall": 9.3125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot starting from a low, upward angle, then tilting downward to track a fiery meteor trail against a dark starry sky. The meteor core is white-hot, with an orange-yellow flame trail, flaming debris, and embers as it descends. The final impact is depicted with a large dust cloud, radial sparks, and a central fiery glow at the impact site, conveying cosmic power.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the later frames where fine details are less distinct. The color palette remains consistent with warm fire tones against a dark sky, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cinematic feel, but sharpness and detail do not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: wide-angle framing, low initial angle, downward tilt, visible meteor trail with orange-yellow hues, flaming debris, and a large dust cloud at impact. The core concept and progression align well with the description. Some minor deviations exist in the exact timing and intensity of certain effects, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The descent and impact dynamics follow plausible behavior for a meteor entering the atmosphere and striking the ground, with appropriate lighting interactions and debris dispersion. However, there are small inconsistencies in scale, timing, and the interaction between the dust cloud and the terrain that prevent a higher level of realism.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "wide-angle shot begins from a low, upward angle, then quickly tilts downward to dramatically track the trail of a fiery meteor. Against an inky black sky dotted with countless distant, cold stars, the meteor's core glows brilliantly white, trailing a long, turbulent trail of orange and yellow flames, punctuated by flaming debris and flickering embers. As it plummets to earth, its intense light briefly illuminates the desolate, rugged, rocky wasteland below, casting eerie, fast-moving shadows across the jagged rocks and dry brush. Finally, the meteor slammed into the ground with devastating force, instantly emitting a circle of bright, dazzling sparks that spread radially. At the same time, a huge dust cloud mixed with soil, gravel and smoke was thrown into the air, rolling and rising violently in all directions. The impact point in the center of the dust cloud continued to flash a fiery orange-red light. The whole scene was filled with a primitive, violent and awe-inspiring sense of cosmic power.",
+        "seed": 15655,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_10/index_9187_seed_15655_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,
+        "video_score2_vq": 3.34375,
+        "video_score2_ta": 2.671875,
+        "video_score2_mq": 3.296875,
+        "video_score2_overall": 9.3125,
+        "avg": 9.3125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "wide-angle shot begins from a low, upward angle, then quickly tilts downward to dramatically track the trail of a fiery meteor. Against an inky black sky dotted with countless distant, cold stars, the meteor's core glows brilliantly white, trailing a long, turbulent trail of orange and yellow flames, punctuated by flaming debris and flickering embers. As it plummets to earth, its intense light briefly illuminates the desolate, rugged, rocky wasteland below, casting eerie, fast-moving shadows across the jagged rocks and dry brush. Finally, the meteor slammed into the ground with devastating force, instantly emitting a circle of bright, dazzling sparks that spread radially. At the same time, a huge dust cloud mixed with soil, gravel and smoke was thrown into the air, rolling and rising violently in all directions. The impact point in the center of the dust cloud continued to flash a fiery orange-red light. The whole scene was filled with a primitive, violent and awe-inspiring sense of cosmic power.",
+                "token_credit_reward": 9.3125,
+                "selected_reward": 9.3125,
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+                ],
+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    2,
+                    1,
+                    0
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot starting from a low, upward angle, then tilting downward to track a fiery meteor trail against a dark sky with distant stars. The meteor is depicted as bright white with an orange-yellow flame trail, flaming debris, and embers as it descends toward a desolate, rocky wasteland, culminating in a dramatic impact with sparks and a large dust cloud.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The imagery is not razor-sharp, yet the scene remains legible and coherent. The sequence maintains consistent lighting and color balance, with no major distortions or abrupt frame-to-frame changes. The rendering of the explosion effects and the dust cloud is plausible but not highly detailed, resulting in an average level of visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: wide-angle framing, low initial angle, upward tilt, and a fiery meteor with a bright core and orange-yellow trail. The descent through the starry sky, the impact, and the radial sparks are present. Some aspects—such as the precise timing of the tilt and the exact moment of impact—are not perfectly synchronized, but the major components and the intended mood align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The meteor’s trajectory and the general illumination on the terrain are believable, and the dust cloud rises with appropriate dynamics. However, certain details—such as the scale of the impact relative to the landscape and the timing of surface effects—do not fully satisfy real-world physics, leaving room for improvement in realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.34375,
+                    "TA": 2.671875,
+                    "MQ": 3.296875,
+                    "Overall": 9.3125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot starting from a low, upward angle, then tilting downward to track a fiery meteor trail against a dark sky with distant stars. The meteor is depicted as bright white with an orange-yellow flame trail, flaming debris, and embers as it descends toward a desolate, rocky wasteland, culminating in a dramatic impact with sparks and a large dust cloud.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The imagery is not razor-sharp, yet the scene remains legible and coherent. The sequence maintains consistent lighting and color balance, with no major distortions or abrupt frame-to-frame changes. The rendering of the explosion effects and the dust cloud is plausible but not highly detailed, resulting in an average level of visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: wide-angle framing, low initial angle, upward tilt, and a fiery meteor with a bright core and orange-yellow trail. The descent through the starry sky, the impact, and the radial sparks are present. Some aspects—such as the precise timing of the tilt and the exact moment of impact—are not perfectly synchronized, but the major components and the intended mood align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The meteor’s trajectory and the general illumination on the terrain are believable, and the dust cloud rises with appropriate dynamics. However, certain details—such as the scale of the impact relative to the landscape and the timing of surface effects—do not fully satisfy real-world physics, leaving room for improvement in realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_11/index_tensor([3769, 3769])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_11/index_tensor([3769, 3769])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..febed5649fe200ce03948ba3f0b6d8dc69110b01
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_11/index_tensor([3769, 3769])_group_11_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "From a dramatic low angle, the camera remains still, gazing upward at a towering, precariously balanced stack of hardcover books stretching toward the ceiling of a dimly lit academic study. The collection is a rich tapestry of knowledge and time, blending ancient leather-bound books with cracked spines and faded gold leaf lettering with new volumes clad in lustrous, colorful windbreakers, creating a precarious column of varied textures in deep brown, forest green, and navy. A ray of warm, golden afternoon light penetrates the dusty air, illuminating the scene and casting long, deep shadows that heighten the tension. Suddenly, a violent tremor rips through the entire stack, from bottom to top, kicking up a swirling cloud of dust. For a heartbreaking moment, the column maintains its impossible balance before the topmost book tilts forward with agonizing slowness, then plunges decisively downward, setting off a catastrophic chain reaction. A mass of books begins to peel from the shelves, tumbling and swirling in a chaotic cascade, hurtling directly towards the camera lens, pages fluttering as they fall and the hard corners of their covers rushing against the frame, creating a visceral and overwhelming atmosphere of impending impact.",
+        "seed": 17459,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_11/index_3769_seed_17459_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,
+        "video_score2_vq": 2.609375,
+        "video_score2_ta": 2.609375,
+        "video_score2_mq": 2.765625,
+        "video_score2_overall": 8.0,
+        "avg": 7.984375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "From a dramatic low angle, the camera remains still, gazing upward at a towering, precariously balanced stack of hardcover books stretching toward the ceiling of a dimly lit academic study. The collection is a rich tapestry of knowledge and time, blending ancient leather-bound books with cracked spines and faded gold leaf lettering with new volumes clad in lustrous, colorful windbreakers, creating a precarious column of varied textures in deep brown, forest green, and navy. A ray of warm, golden afternoon light penetrates the dusty air, illuminating the scene and casting long, deep shadows that heighten the tension. Suddenly, a violent tremor rips through the entire stack, from bottom to top, kicking up a swirling cloud of dust. For a heartbreaking moment, the column maintains its impossible balance before the topmost book tilts forward with agonizing slowness, then plunges decisively downward, setting off a catastrophic chain reaction. A mass of books begins to peel from the shelves, tumbling and swirling in a chaotic cascade, hurtling directly towards the camera lens, pages fluttering as they fall and the hard corners of their covers rushing against the frame, creating a visceral and overwhelming atmosphere of impending impact.",
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle shot of a towering, precariously balanced stack of hardcover books in a dimly lit academic study, with a mix of ancient leather-bound books and new volumes, a ray of warm light, and a sequence of events including a violent tremor, dust clouds, and a chaotic cascade of books. The video captures several elements of the setup but does not fully realize the dynamic action described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with a convincing atmospheric haze that enhances mood. However, there are occasional softness and minor artifacts, and some motion during the fall appears slightly blurred or less natural. The sequence is readable and coherent, but it lacks the polish and fluidity expected at a higher level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—dramatic low-angle view, a tall book stack, warm lighting, and a visible toppling sequence with dust. Yet certain details from the prompt, such as explicit shelf context and the precise depiction of the “impossible balance” and the cascading debris, are not consistently realized, resulting in partial fidelity to the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The general behavior of the stack and the toppling moment follow plausible dynamics, and lighting remains coherent throughout. Some micro-physics aspects, such as debris dispersion and the timing of individual book motions, feel slightly off or underdeveloped, preventing a stronger sense of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.609375,
+                    "TA": 2.609375,
+                    "MQ": 2.765625,
+                    "Overall": 8.0
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle shot of a towering, precariously balanced stack of hardcover books in a dimly lit academic study, with a mix of ancient leather-bound books and new volumes, a ray of warm light, and a sequence of events including a violent tremor, dust clouds, and a chaotic cascade of books. The video captures several elements of the setup but does not fully realize the dynamic action described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with a convincing atmospheric haze that enhances mood. However, there are occasional softness and minor artifacts, and some motion during the fall appears slightly blurred or less natural. The sequence is readable and coherent, but it lacks the polish and fluidity expected at a higher level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—dramatic low-angle view, a tall book stack, warm lighting, and a visible toppling sequence with dust. Yet certain details from the prompt, such as explicit shelf context and the precise depiction of the “impossible balance” and the cascading debris, are not consistently realized, resulting in partial fidelity to the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The general behavior of the stack and the toppling moment follow plausible dynamics, and lighting remains coherent throughout. Some micro-physics aspects, such as debris dispersion and the timing of individual book motions, feel slightly off or underdeveloped, preventing a stronger sense of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "From a dramatic low angle, the camera remains still, gazing upward at a towering, precariously balanced stack of hardcover books stretching toward the ceiling of a dimly lit academic study. The collection is a rich tapestry of knowledge and time, blending ancient leather-bound books with cracked spines and faded gold leaf lettering with new volumes clad in lustrous, colorful windbreakers, creating a precarious column of varied textures in deep brown, forest green, and navy. A ray of warm, golden afternoon light penetrates the dusty air, illuminating the scene and casting long, deep shadows that heighten the tension. Suddenly, a violent tremor rips through the entire stack, from bottom to top, kicking up a swirling cloud of dust. For a heartbreaking moment, the column maintains its impossible balance before the topmost book tilts forward with agonizing slowness, then plunges decisively downward, setting off a catastrophic chain reaction. A mass of books begins to peel from the shelves, tumbling and swirling in a chaotic cascade, hurtling directly towards the camera lens, pages fluttering as they fall and the hard corners of their covers rushing against the frame, creating a visceral and overwhelming atmosphere of impending impact.",
+        "seed": 17460,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_11/index_3769_seed_17460_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,
+        "video_score2_vq": 3.25,
+        "video_score2_ta": 2.359375,
+        "video_score2_mq": 2.953125,
+        "video_score2_overall": 8.5625,
+        "avg": 8.5625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "From a dramatic low angle, the camera remains still, gazing upward at a towering, precariously balanced stack of hardcover books stretching toward the ceiling of a dimly lit academic study. The collection is a rich tapestry of knowledge and time, blending ancient leather-bound books with cracked spines and faded gold leaf lettering with new volumes clad in lustrous, colorful windbreakers, creating a precarious column of varied textures in deep brown, forest green, and navy. A ray of warm, golden afternoon light penetrates the dusty air, illuminating the scene and casting long, deep shadows that heighten the tension. Suddenly, a violent tremor rips through the entire stack, from bottom to top, kicking up a swirling cloud of dust. For a heartbreaking moment, the column maintains its impossible balance before the topmost book tilts forward with agonizing slowness, then plunges decisively downward, setting off a catastrophic chain reaction. A mass of books begins to peel from the shelves, tumbling and swirling in a chaotic cascade, hurtling directly towards the camera lens, pages fluttering as they fall and the hard corners of their covers rushing against the frame, creating a visceral and overwhelming atmosphere of impending impact.",
+                "token_credit_reward": 8.5625,
+                "selected_reward": 8.5625,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle shot of a towering, precariously balanced stack of hardcover books in a dimly lit academic study, with a mix of ancient leather-bound books and new volumes, a ray of warm light, and a sequence of events including a violent tremor, dust clouds, and a chaotic cascade of books. The video captures several elements of the setup but does not fully realize the dynamic action described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with a convincing depth of field and atmospheric dust effects. However, there is very little variation between frames, giving a static feel and suggesting limited motion or camera movement. No obvious distortions or artifacts are present, but the lack of progression reduces perceived dynamism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes many of the described elements — a low-angle view, a tall book stack, warm lighting, and dust — but the crucial dynamic events promised by the prompt are missing. The sequence does not depict the tremor, the toppling book, or the cascading cascade of books, resulting in only partial alignment with the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible lighting, shadows, and object interactions, with no obvious physics violations. Yet the absence of the expected dynamic behavior means the sequence does not fully satisfy common-sense expectations for the described event, limiting overall coherence.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.25,
+                    "TA": 2.359375,
+                    "MQ": 2.953125,
+                    "Overall": 8.5625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle shot of a towering, precariously balanced stack of hardcover books in a dimly lit academic study, with a mix of ancient leather-bound books and new volumes, a ray of warm light, and a sequence of events including a violent tremor, dust clouds, and a chaotic cascade of books. The video captures several elements of the setup but does not fully realize the dynamic action described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with a convincing depth of field and atmospheric dust effects. However, there is very little variation between frames, giving a static feel and suggesting limited motion or camera movement. No obvious distortions or artifacts are present, but the lack of progression reduces perceived dynamism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes many of the described elements — a low-angle view, a tall book stack, warm lighting, and dust — but the crucial dynamic events promised by the prompt are missing. The sequence does not depict the tremor, the toppling book, or the cascading cascade of books, resulting in only partial alignment with the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible lighting, shadows, and object interactions, with no obvious physics violations. Yet the absence of the expected dynamic behavior means the sequence does not fully satisfy common-sense expectations for the described event, limiting overall coherence.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "From a dramatic low angle, the camera remains still, gazing upward at a towering, precariously balanced stack of hardcover books stretching toward the ceiling of a dimly lit academic study. The collection is a rich tapestry of knowledge and time, blending ancient leather-bound books with cracked spines and faded gold leaf lettering with new volumes clad in lustrous, colorful windbreakers, creating a precarious column of varied textures in deep brown, forest green, and navy. A ray of warm, golden afternoon light penetrates the dusty air, illuminating the scene and casting long, deep shadows that heighten the tension. Suddenly, a violent tremor rips through the entire stack, from bottom to top, kicking up a swirling cloud of dust. For a heartbreaking moment, the column maintains its impossible balance before the topmost book tilts forward with agonizing slowness, then plunges decisively downward, setting off a catastrophic chain reaction. A mass of books begins to peel from the shelves, tumbling and swirling in a chaotic cascade, hurtling directly towards the camera lens, pages fluttering as they fall and the hard corners of their covers rushing against the frame, creating a visceral and overwhelming atmosphere of impending impact.",
+        "seed": 17461,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_11/index_3769_seed_17461_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,
+        "video_score2_vq": 2.453125,
+        "video_score2_ta": 2.203125,
+        "video_score2_mq": 2.5625,
+        "video_score2_overall": 7.21875,
+        "avg": 7.21875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "From a dramatic low angle, the camera remains still, gazing upward at a towering, precariously balanced stack of hardcover books stretching toward the ceiling of a dimly lit academic study. The collection is a rich tapestry of knowledge and time, blending ancient leather-bound books with cracked spines and faded gold leaf lettering with new volumes clad in lustrous, colorful windbreakers, creating a precarious column of varied textures in deep brown, forest green, and navy. A ray of warm, golden afternoon light penetrates the dusty air, illuminating the scene and casting long, deep shadows that heighten the tension. Suddenly, a violent tremor rips through the entire stack, from bottom to top, kicking up a swirling cloud of dust. For a heartbreaking moment, the column maintains its impossible balance before the topmost book tilts forward with agonizing slowness, then plunges decisively downward, setting off a catastrophic chain reaction. A mass of books begins to peel from the shelves, tumbling and swirling in a chaotic cascade, hurtling directly towards the camera lens, pages fluttering as they fall and the hard corners of their covers rushing against the frame, creating a visceral and overwhelming atmosphere of impending impact.",
+                "token_credit_reward": 7.21875,
+                "selected_reward": 7.21875,
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle shot of a towering, precariously balanced stack of hardcover books in a dimly lit academic study, with a mix of ancient leather-bound books and new colorful volumes, illuminated by warm afternoon light and a sudden catastrophic collapse sequence. The video captures some elements of the setup but does not realize the full dynamic sequence or the described emotional intensity.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and warm lighting, but there are noticeable issues such as mild blur, occasional compression artifacts, and some color/contrast inconsistencies. The sequence lacks the dramatic impact and polish expected from the prompt, resulting in a mid-range visual impression rather than a high-fidelity cinematic look.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the scene includes a low-angle view and a visible book stack, key narrative moments—particularly the dramatic collapse and the swirling dust—are not convincingly realized. The motion feels static and the intended visceral dynamics are missing, leading to only partial fidelity to the described scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object behavior and lighting, with no obvious physics violations. However, the absence of the expected dynamic interactions and debris reduces the perceived realism of the event, keeping overall coherence at a middle level.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 2,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.453125,
+                    "TA": 2.203125,
+                    "MQ": 2.5625,
+                    "Overall": 7.21875
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle shot of a towering, precariously balanced stack of hardcover books in a dimly lit academic study, with a mix of ancient leather-bound books and new colorful volumes, illuminated by warm afternoon light and a sudden catastrophic collapse sequence. The video captures some elements of the setup but does not realize the full dynamic sequence or the described emotional intensity.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and warm lighting, but there are noticeable issues such as mild blur, occasional compression artifacts, and some color/contrast inconsistencies. The sequence lacks the dramatic impact and polish expected from the prompt, resulting in a mid-range visual impression rather than a high-fidelity cinematic look.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the scene includes a low-angle view and a visible book stack, key narrative moments—particularly the dramatic collapse and the swirling dust—are not convincingly realized. The motion feels static and the intended visceral dynamics are missing, leading to only partial fidelity to the described scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object behavior and lighting, with no obvious physics violations. However, the absence of the expected dynamic interactions and debris reduces the perceived realism of the event, keeping overall coherence at a middle level.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "From a dramatic low angle, the camera remains still, gazing upward at a towering, precariously balanced stack of hardcover books stretching toward the ceiling of a dimly lit academic study. The collection is a rich tapestry of knowledge and time, blending ancient leather-bound books with cracked spines and faded gold leaf lettering with new volumes clad in lustrous, colorful windbreakers, creating a precarious column of varied textures in deep brown, forest green, and navy. A ray of warm, golden afternoon light penetrates the dusty air, illuminating the scene and casting long, deep shadows that heighten the tension. Suddenly, a violent tremor rips through the entire stack, from bottom to top, kicking up a swirling cloud of dust. For a heartbreaking moment, the column maintains its impossible balance before the topmost book tilts forward with agonizing slowness, then plunges decisively downward, setting off a catastrophic chain reaction. A mass of books begins to peel from the shelves, tumbling and swirling in a chaotic cascade, hurtling directly towards the camera lens, pages fluttering as they fall and the hard corners of their covers rushing against the frame, creating a visceral and overwhelming atmosphere of impending impact.",
+        "seed": 17462,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_11/index_3769_seed_17462_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,
+        "video_score2_vq": 2.890625,
+        "video_score2_ta": 2.34375,
+        "video_score2_mq": 2.875,
+        "video_score2_overall": 8.125,
+        "avg": 8.109375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "From a dramatic low angle, the camera remains still, gazing upward at a towering, precariously balanced stack of hardcover books stretching toward the ceiling of a dimly lit academic study. The collection is a rich tapestry of knowledge and time, blending ancient leather-bound books with cracked spines and faded gold leaf lettering with new volumes clad in lustrous, colorful windbreakers, creating a precarious column of varied textures in deep brown, forest green, and navy. A ray of warm, golden afternoon light penetrates the dusty air, illuminating the scene and casting long, deep shadows that heighten the tension. Suddenly, a violent tremor rips through the entire stack, from bottom to top, kicking up a swirling cloud of dust. For a heartbreaking moment, the column maintains its impossible balance before the topmost book tilts forward with agonizing slowness, then plunges decisively downward, setting off a catastrophic chain reaction. A mass of books begins to peel from the shelves, tumbling and swirling in a chaotic cascade, hurtling directly towards the camera lens, pages fluttering as they fall and the hard corners of their covers rushing against the frame, creating a visceral and overwhelming atmosphere of impending impact.",
+                "token_credit_reward": 8.125,
+                "selected_reward": 8.125,
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+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    1,
+                    2,
+                    0
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene where a tall, precarious stack of hardcover books in a dimly lit academic study is struck by a violent tremor, generating a chaotic cascade of falling books, dust, and motion that culminates in an overwhelming impact. The video captures several elements of this setup but does not fully realize the dynamic sequence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with some atmospheric haze that adds mood without severely obscuring content. There are no major distortions or artifacts, and the scene maintains coherence across frames. However, the sequence lacks high-fidelity texture and cinematic polish, and the motion cues are not strongly conveyed, which keeps the overall impression at a mid level rather than high.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video presents the core elements—precarious stack, dim study ambience, and visible dust during disruption—but the dramatic progression described in the prompt (a top-heavy tilt, a sweeping cascade, and a final impact) is not convincingly realized. The motion feels subdued and fragmented, with limited narrative momentum, resulting in only moderate alignment between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: gravity acts on the stack, dust rises, and books topple in a plausible manner. Some interactions appear slightly stiff or under-dynamic, and the timing of events could be more coherent, but there are no glaring violations of common-sense expectations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.890625,
+                    "TA": 2.34375,
+                    "MQ": 2.875,
+                    "Overall": 8.125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene where a tall, precarious stack of hardcover books in a dimly lit academic study is struck by a violent tremor, generating a chaotic cascade of falling books, dust, and motion that culminates in an overwhelming impact. The video captures several elements of this setup but does not fully realize the dynamic sequence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with some atmospheric haze that adds mood without severely obscuring content. There are no major distortions or artifacts, and the scene maintains coherence across frames. However, the sequence lacks high-fidelity texture and cinematic polish, and the motion cues are not strongly conveyed, which keeps the overall impression at a mid level rather than high.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video presents the core elements—precarious stack, dim study ambience, and visible dust during disruption—but the dramatic progression described in the prompt (a top-heavy tilt, a sweeping cascade, and a final impact) is not convincingly realized. The motion feels subdued and fragmented, with limited narrative momentum, resulting in only moderate alignment between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: gravity acts on the stack, dust rises, and books topple in a plausible manner. Some interactions appear slightly stiff or under-dynamic, and the timing of events could be more coherent, but there are no glaring violations of common-sense expectations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_12/index_tensor([1479, 1479])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_12/index_tensor([1479, 1479])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8290234564a520c0eba1f1a6e45533d0fefb64c2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_12/index_tensor([1479, 1479])_group_12_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "In grand neoclassical style, the scene begins with a slow, deliberate downward tilt, the camera tracking the imposing form of a massive stone statue of a forgotten deity. The shot unfolds on its stoic face, carved from weathered gray marble. The golden light of afternoon pierces the gloom of the vast, crumbling hall, capturing thick clouds of dust that shimmer in the still air. This dramatic light reveals a delicate network of microscopic cracks across the statue's impassive forehead and blinding eyes. As the camera continues its graceful descent, it glides over the intricately carved robes and the deeply defined folds of its drapery, their surfaces softened by centuries of erosion. Small stone fragments and dust, meticulously broken from the cracks at the shoulders, drip silently along the stone fabric, gathering along its contours at the ivy-clogged base. The camera's journey ends here, revealing how the statue's base has been almost completely consumed by dense, dark green ivy, creating a somber yet beautiful atmosphere of solemn decay and a silent and poignant testament to the relentless passage of time.",
+        "seed": 32931,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_12/index_1479_seed_32931_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,
+        "video_score2_vq": 1.8828125,
+        "video_score2_ta": 3.1875,
+        "video_score2_mq": 3.125,
+        "video_score2_overall": 8.1875,
+        "avg": 8.1953125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "In grand neoclassical style, the scene begins with a slow, deliberate downward tilt, the camera tracking the imposing form of a massive stone statue of a forgotten deity. The shot unfolds on its stoic face, carved from weathered gray marble. The golden light of afternoon pierces the gloom of the vast, crumbling hall, capturing thick clouds of dust that shimmer in the still air. This dramatic light reveals a delicate network of microscopic cracks across the statue's impassive forehead and blinding eyes. As the camera continues its graceful descent, it glides over the intricately carved robes and the deeply defined folds of its drapery, their surfaces softened by centuries of erosion. Small stone fragments and dust, meticulously broken from the cracks at the shoulders, drip silently along the stone fabric, gathering along its contours at the ivy-clogged base. The camera's journey ends here, revealing how the statue's base has been almost completely consumed by dense, dark green ivy, creating a somber yet beautiful atmosphere of solemn decay and a silent and poignant testament to the relentless passage of time.",
+                "token_credit_reward": 8.1875,
+                "selected_reward": 8.1875,
+                "frame_importance": [
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a grand neoclassical scene featuring a massive stone statue of a forgotten deity, with a slow downward tilt as the camera tracks the imposing form. Key elements include a weathered gray marble statue illuminated by golden afternoon light, dust clouds, intricate carved robes, and a descent ending near the base where ivy covers much of the structure, conveying decay and time's passage.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity but with noticeable softness and some blur, especially in background areas. Lighting remains warm and consistent, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cohesive look, though fine details are not always crisp due to the overall softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a massive stone statue, neoclassical styling, a downward camera movement, weathered marble texture, and the interplay of warm light with atmospheric dust. The descent and the focus on the statue’s features align well with the description, and the overall mood matches the intended somber decay. Some finer micro-details may be less distinct due to the softness, but the core narrative and composition remain faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The statue’s proportions, lighting, and environmental interactions appear plausible, and the implied weight and texture support a believable material presence. However, the heavy softness reduces confidence in subtle physical cues, so while the scene feels coherent, it does not strongly demonstrate precise physical realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 1.8828125,
+                    "TA": 3.1875,
+                    "MQ": 3.125,
+                    "Overall": 8.1875
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a grand neoclassical scene featuring a massive stone statue of a forgotten deity, with a slow downward tilt as the camera tracks the imposing form. Key elements include a weathered gray marble statue illuminated by golden afternoon light, dust clouds, intricate carved robes, and a descent ending near the base where ivy covers much of the structure, conveying decay and time's passage.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity but with noticeable softness and some blur, especially in background areas. Lighting remains warm and consistent, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cohesive look, though fine details are not always crisp due to the overall softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a massive stone statue, neoclassical styling, a downward camera movement, weathered marble texture, and the interplay of warm light with atmospheric dust. The descent and the focus on the statue’s features align well with the description, and the overall mood matches the intended somber decay. Some finer micro-details may be less distinct due to the softness, but the core narrative and composition remain faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The statue’s proportions, lighting, and environmental interactions appear plausible, and the implied weight and texture support a believable material presence. However, the heavy softness reduces confidence in subtle physical cues, so while the scene feels coherent, it does not strongly demonstrate precise physical realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "In grand neoclassical style, the scene begins with a slow, deliberate downward tilt, the camera tracking the imposing form of a massive stone statue of a forgotten deity. The shot unfolds on its stoic face, carved from weathered gray marble. The golden light of afternoon pierces the gloom of the vast, crumbling hall, capturing thick clouds of dust that shimmer in the still air. This dramatic light reveals a delicate network of microscopic cracks across the statue's impassive forehead and blinding eyes. As the camera continues its graceful descent, it glides over the intricately carved robes and the deeply defined folds of its drapery, their surfaces softened by centuries of erosion. Small stone fragments and dust, meticulously broken from the cracks at the shoulders, drip silently along the stone fabric, gathering along its contours at the ivy-clogged base. The camera's journey ends here, revealing how the statue's base has been almost completely consumed by dense, dark green ivy, creating a somber yet beautiful atmosphere of solemn decay and a silent and poignant testament to the relentless passage of time.",
+        "seed": 32932,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_12/index_1479_seed_32932_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,
+        "video_score2_vq": 2.015625,
+        "video_score2_ta": 3.109375,
+        "video_score2_mq": 3.359375,
+        "video_score2_overall": 8.5,
+        "avg": 8.484375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "In grand neoclassical style, the scene begins with a slow, deliberate downward tilt, the camera tracking the imposing form of a massive stone statue of a forgotten deity. The shot unfolds on its stoic face, carved from weathered gray marble. The golden light of afternoon pierces the gloom of the vast, crumbling hall, capturing thick clouds of dust that shimmer in the still air. This dramatic light reveals a delicate network of microscopic cracks across the statue's impassive forehead and blinding eyes. As the camera continues its graceful descent, it glides over the intricately carved robes and the deeply defined folds of its drapery, their surfaces softened by centuries of erosion. Small stone fragments and dust, meticulously broken from the cracks at the shoulders, drip silently along the stone fabric, gathering along its contours at the ivy-clogged base. The camera's journey ends here, revealing how the statue's base has been almost completely consumed by dense, dark green ivy, creating a somber yet beautiful atmosphere of solemn decay and a silent and poignant testament to the relentless passage of time.",
+                "token_credit_reward": 8.5,
+                "selected_reward": 8.5,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a grand neoclassical scene featuring a massive stone statue of a forgotten deity, with a slow downward tilt as the camera tracks the imposing form. Key elements include a weathered gray marble statue, warm golden light piercing gloom, dust clouds, intricate carved robes, and a descent ending at the base where ivy covers much of the structure, conveying decay and time's passage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the statue’s features and clothing, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven lighting that reduces depth and contrast. While the sequence remains coherent and the composition is stable, these imperfections keep the overall quality from reaching a high level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a massive stone statue, a downward camera movement, weathered marble texture, and the presence of ivy at the base. The lighting and atmosphere convey a somber mood consistent with decay. A few minor deviations exist (e.g., slight variations in the exact pose or the intensity of the dust/clouds), but they do not significantly detract from the faithful representation of the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The statue’s proportions, material properties, and the growth of ivy appear plausible, and the lighting supports a believable sense of depth. However, some micro-details—such as the precise interaction between dust particles and the stone surface or the exact dynamics of ivy tendrils—do not fully align with real-world expectations, leaving room for improvement in physical realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.015625,
+                    "TA": 3.109375,
+                    "MQ": 3.359375,
+                    "Overall": 8.5
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a grand neoclassical scene featuring a massive stone statue of a forgotten deity, with a slow downward tilt as the camera tracks the imposing form. Key elements include a weathered gray marble statue, warm golden light piercing gloom, dust clouds, intricate carved robes, and a descent ending at the base where ivy covers much of the structure, conveying decay and time's passage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the statue’s features and clothing, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven lighting that reduces depth and contrast. While the sequence remains coherent and the composition is stable, these imperfections keep the overall quality from reaching a high level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a massive stone statue, a downward camera movement, weathered marble texture, and the presence of ivy at the base. The lighting and atmosphere convey a somber mood consistent with decay. A few minor deviations exist (e.g., slight variations in the exact pose or the intensity of the dust/clouds), but they do not significantly detract from the faithful representation of the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The statue’s proportions, material properties, and the growth of ivy appear plausible, and the lighting supports a believable sense of depth. However, some micro-details—such as the precise interaction between dust particles and the stone surface or the exact dynamics of ivy tendrils—do not fully align with real-world expectations, leaving room for improvement in physical realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "In grand neoclassical style, the scene begins with a slow, deliberate downward tilt, the camera tracking the imposing form of a massive stone statue of a forgotten deity. The shot unfolds on its stoic face, carved from weathered gray marble. The golden light of afternoon pierces the gloom of the vast, crumbling hall, capturing thick clouds of dust that shimmer in the still air. This dramatic light reveals a delicate network of microscopic cracks across the statue's impassive forehead and blinding eyes. As the camera continues its graceful descent, it glides over the intricately carved robes and the deeply defined folds of its drapery, their surfaces softened by centuries of erosion. Small stone fragments and dust, meticulously broken from the cracks at the shoulders, drip silently along the stone fabric, gathering along its contours at the ivy-clogged base. The camera's journey ends here, revealing how the statue's base has been almost completely consumed by dense, dark green ivy, creating a somber yet beautiful atmosphere of solemn decay and a silent and poignant testament to the relentless passage of time.",
+        "seed": 32933,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_12/index_1479_seed_32933_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,
+        "video_score2_vq": 2.6875,
+        "video_score2_ta": 3.390625,
+        "video_score2_mq": 3.296875,
+        "video_score2_overall": 9.375,
+        "avg": 9.375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "In grand neoclassical style, the scene begins with a slow, deliberate downward tilt, the camera tracking the imposing form of a massive stone statue of a forgotten deity. The shot unfolds on its stoic face, carved from weathered gray marble. The golden light of afternoon pierces the gloom of the vast, crumbling hall, capturing thick clouds of dust that shimmer in the still air. This dramatic light reveals a delicate network of microscopic cracks across the statue's impassive forehead and blinding eyes. As the camera continues its graceful descent, it glides over the intricately carved robes and the deeply defined folds of its drapery, their surfaces softened by centuries of erosion. Small stone fragments and dust, meticulously broken from the cracks at the shoulders, drip silently along the stone fabric, gathering along its contours at the ivy-clogged base. The camera's journey ends here, revealing how the statue's base has been almost completely consumed by dense, dark green ivy, creating a somber yet beautiful atmosphere of solemn decay and a silent and poignant testament to the relentless passage of time.",
+                "token_credit_reward": 9.375,
+                "selected_reward": 9.375,
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a grand neoclassical scene featuring a massive stone statue of a forgotten deity, with a slow downward tilt as the camera tracks the imposing form. Key elements include a weathered gray marble statue illuminated by golden afternoon light, a vast crumbling hall, visible dust clouds, and a delicate network of microscopic cracks across the statue's surface. The camera movement is intended to glide over intricately carved robes and the deeply defined folds of drapery, with small stone fragments and dust dropping along the fabric contours before the base is enveloped by dense ivy, signaling decay.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and slight color/contrast inconsistencies. The downward tilt is present and generally smooth, yet the motion does not consistently maintain peak sharpness throughout the sequence. The imagery remains coherent and legible, but it does not reach high-fidelity detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a massive stone statue, a deliberate downward camera movement, and a neoclassical aesthetic with weathered marble and golden illumination. The mood of decay and ivy is conveyed, and the camera path follows the described trajectory. A few minor deviations exist, such as slight variations in the exact pose or texture emphasis, but these do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and material interactions are generally plausible, and the statue’s proportions appear believable. However, there are subtle inconsistencies in how fabric drapes and how debris settles along contours, and some micro-physics cues (e.g., dust dynamics, ivy growth) are not perfectly simulated. These minor issues keep the overall realism at a moderate level rather than exceptional.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.6875,
+                    "TA": 3.390625,
+                    "MQ": 3.296875,
+                    "Overall": 9.375
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a grand neoclassical scene featuring a massive stone statue of a forgotten deity, with a slow downward tilt as the camera tracks the imposing form. Key elements include a weathered gray marble statue illuminated by golden afternoon light, a vast crumbling hall, visible dust clouds, and a delicate network of microscopic cracks across the statue's surface. The camera movement is intended to glide over intricately carved robes and the deeply defined folds of drapery, with small stone fragments and dust dropping along the fabric contours before the base is enveloped by dense ivy, signaling decay.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and slight color/contrast inconsistencies. The downward tilt is present and generally smooth, yet the motion does not consistently maintain peak sharpness throughout the sequence. The imagery remains coherent and legible, but it does not reach high-fidelity detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a massive stone statue, a deliberate downward camera movement, and a neoclassical aesthetic with weathered marble and golden illumination. The mood of decay and ivy is conveyed, and the camera path follows the described trajectory. A few minor deviations exist, such as slight variations in the exact pose or texture emphasis, but these do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and material interactions are generally plausible, and the statue’s proportions appear believable. However, there are subtle inconsistencies in how fabric drapes and how debris settles along contours, and some micro-physics cues (e.g., dust dynamics, ivy growth) are not perfectly simulated. These minor issues keep the overall realism at a moderate level rather than exceptional.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "In grand neoclassical style, the scene begins with a slow, deliberate downward tilt, the camera tracking the imposing form of a massive stone statue of a forgotten deity. The shot unfolds on its stoic face, carved from weathered gray marble. The golden light of afternoon pierces the gloom of the vast, crumbling hall, capturing thick clouds of dust that shimmer in the still air. This dramatic light reveals a delicate network of microscopic cracks across the statue's impassive forehead and blinding eyes. As the camera continues its graceful descent, it glides over the intricately carved robes and the deeply defined folds of its drapery, their surfaces softened by centuries of erosion. Small stone fragments and dust, meticulously broken from the cracks at the shoulders, drip silently along the stone fabric, gathering along its contours at the ivy-clogged base. The camera's journey ends here, revealing how the statue's base has been almost completely consumed by dense, dark green ivy, creating a somber yet beautiful atmosphere of solemn decay and a silent and poignant testament to the relentless passage of time.",
+        "seed": 32934,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_12/index_1479_seed_32934_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,
+        "video_score2_vq": 2.953125,
+        "video_score2_ta": 2.859375,
+        "video_score2_mq": 3.46875,
+        "video_score2_overall": 9.25,
+        "avg": 9.28125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "In grand neoclassical style, the scene begins with a slow, deliberate downward tilt, the camera tracking the imposing form of a massive stone statue of a forgotten deity. The shot unfolds on its stoic face, carved from weathered gray marble. The golden light of afternoon pierces the gloom of the vast, crumbling hall, capturing thick clouds of dust that shimmer in the still air. This dramatic light reveals a delicate network of microscopic cracks across the statue's impassive forehead and blinding eyes. As the camera continues its graceful descent, it glides over the intricately carved robes and the deeply defined folds of its drapery, their surfaces softened by centuries of erosion. Small stone fragments and dust, meticulously broken from the cracks at the shoulders, drip silently along the stone fabric, gathering along its contours at the ivy-clogged base. The camera's journey ends here, revealing how the statue's base has been almost completely consumed by dense, dark green ivy, creating a somber yet beautiful atmosphere of solemn decay and a silent and poignant testament to the relentless passage of time.",
+                "token_credit_reward": 9.25,
+                "selected_reward": 9.25,
+                "frame_importance": [
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+                ],
+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    1,
+                    0,
+                    2
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a grand neoclassical scene featuring a massive stone statue of a forgotten deity, with a slow downward tilt as the camera tracks the imposing form. Key elements include a weathered gray marble statue, warm golden light piercing gloom, dust clouds, intricate carved robes, and a base almost completely consumed by dense ivy, conveying decay and time's passage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable softness and some artifacting that prevent high-fidelity rendering. The sequence remains stable with no major distortions, though fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements—grand neoclassical aesthetic, downward camera movement, a large stone statue, weathered marble texture, warm lighting, and visible dust. However, certain nuanced aspects such as the depth of the robes folds and the intricate crack patterns are not fully realized, leaving minor gaps between description and depiction.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Lighting, shadows, and environmental interactions are generally plausible, and the statue’s placement within the setting reads as believable. Some micro-details and dynamic weathering cues are underrepresented, resulting in a slightly idealized portrayal rather than a fully physically grounded scene.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.953125,
+                    "TA": 2.859375,
+                    "MQ": 3.46875,
+                    "Overall": 9.25
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a grand neoclassical scene featuring a massive stone statue of a forgotten deity, with a slow downward tilt as the camera tracks the imposing form. Key elements include a weathered gray marble statue, warm golden light piercing gloom, dust clouds, intricate carved robes, and a base almost completely consumed by dense ivy, conveying decay and time's passage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable softness and some artifacting that prevent high-fidelity rendering. The sequence remains stable with no major distortions, though fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements—grand neoclassical aesthetic, downward camera movement, a large stone statue, weathered marble texture, warm lighting, and visible dust. However, certain nuanced aspects such as the depth of the robes folds and the intricate crack patterns are not fully realized, leaving minor gaps between description and depiction.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Lighting, shadows, and environmental interactions are generally plausible, and the statue’s placement within the setting reads as believable. Some micro-details and dynamic weathering cues are underrepresented, resulting in a slightly idealized portrayal rather than a fully physically grounded scene.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_13/index_tensor([2535, 2535])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_13/index_tensor([2535, 2535])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3a6ee7af388f008e0b9f363bbb63c3682dbdeba
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_13/index_tensor([2535, 2535])_group_13_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact.",
+        "seed": 23819,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_13/index_2535_seed_23819_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,
+        "video_score2_vq": 2.671875,
+        "video_score2_ta": 2.84375,
+        "video_score2_mq": 2.984375,
+        "video_score2_overall": 8.5,
+        "avg": 8.5,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact\"\n\nNow let me analyze each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The rendering shows decent detail in the creature’s scales and the lighting effects, but there are noticeable inconsistencies across frames and some artifacts that prevent a high-end look. The underwater environment reads as plausible, yet certain shading and edge artifacts reduce the sense of photorealism. Overall, the visuals align with a mid-range quality level rather than a pristine render.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements described in the prompt—underwater setting, a large prehistoric predator, a forward-moving camera, and a prominent blue beam from the creature’s mouth. However, several aspects are not fully realized or are only partially conveyed (e.g., the exact fusion of crocodile and fish features, the precise dynamics of the shock wave, and the intensity of the described effects). The alignment is acceptable but not strong, reflecting a moderate correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the creature’s anatomy and the underwater lighting feel coherent, and the general interaction with water is believable. Yet the more extreme aspects of the prompt—the highly dynamic shock wave, the near-lightless yet illuminated environment, and the surreal scale of destruction—are not convincingly demonstrated, resulting in a moderate level of common-sense consistency.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.671875,
+                    "TA": 2.84375,
+                    "MQ": 2.984375,
+                    "Overall": 8.5
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact\"\n\nNow let me analyze each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The rendering shows decent detail in the creature’s scales and the lighting effects, but there are noticeable inconsistencies across frames and some artifacts that prevent a high-end look. The underwater environment reads as plausible, yet certain shading and edge artifacts reduce the sense of photorealism. Overall, the visuals align with a mid-range quality level rather than a pristine render.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements described in the prompt—underwater setting, a large prehistoric predator, a forward-moving camera, and a prominent blue beam from the creature’s mouth. However, several aspects are not fully realized or are only partially conveyed (e.g., the exact fusion of crocodile and fish features, the precise dynamics of the shock wave, and the intensity of the described effects). The alignment is acceptable but not strong, reflecting a moderate correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the creature’s anatomy and the underwater lighting feel coherent, and the general interaction with water is believable. Yet the more extreme aspects of the prompt—the highly dynamic shock wave, the near-lightless yet illuminated environment, and the surreal scale of destruction—are not convincingly demonstrated, resulting in a moderate level of common-sense consistency.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact.",
+        "seed": 23820,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_13/index_2535_seed_23820_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,
+        "video_score2_vq": 3.0625,
+        "video_score2_ta": 2.890625,
+        "video_score2_mq": 2.984375,
+        "video_score2_overall": 8.9375,
+        "avg": 8.9375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact.",
+                "token_credit_reward": 8.9375,
+                "selected_reward": 8.9375,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a large prehistoric crocodile-fish in an underwater setting with specific visual characteristics and actions. The video captures several elements of the concept, including an underwater environment and a prominent blue beam from the creature’s mouth. However, some key aspects are not fully realized or are only partially represented, resulting in a moderate level of alignment overall.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The underwater lighting and color palette are coherent, and the creature’s surface textures are reasonably detailed. The blue beam effect is present and contributes to the scene, and the overall rendering remains stable across frames. There are no major distortions or artifacts, though the sequence does not exhibit high-end polish. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video aligns with several prompt elements (underwater setting, large predator-like creature, prominent blue beam). Yet critical aspects—such as the full integration of the crocodile-fish morphology, the depiction of a distinct spherical fluid shock wave, and the described dynamic opening of the mouth—are not fully realized. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and lighting, with coherent spatial relationships. Some aspects of the creature’s anatomy and the exact dynamics of the beam and shock wave are not perfectly consistent with real-world expectations, but they do not break overall coherence. The result is a mid-level assessment of physical/common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.0625,
+                    "TA": 2.890625,
+                    "MQ": 2.984375,
+                    "Overall": 8.9375
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a large prehistoric crocodile-fish in an underwater setting with specific visual characteristics and actions. The video captures several elements of the concept, including an underwater environment and a prominent blue beam from the creature’s mouth. However, some key aspects are not fully realized or are only partially represented, resulting in a moderate level of alignment overall.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The underwater lighting and color palette are coherent, and the creature’s surface textures are reasonably detailed. The blue beam effect is present and contributes to the scene, and the overall rendering remains stable across frames. There are no major distortions or artifacts, though the sequence does not exhibit high-end polish. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video aligns with several prompt elements (underwater setting, large predator-like creature, prominent blue beam). Yet critical aspects—such as the full integration of the crocodile-fish morphology, the depiction of a distinct spherical fluid shock wave, and the described dynamic opening of the mouth—are not fully realized. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and lighting, with coherent spatial relationships. Some aspects of the creature’s anatomy and the exact dynamics of the beam and shock wave are not perfectly consistent with real-world expectations, but they do not break overall coherence. The result is a mid-level assessment of physical/common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact.",
+        "seed": 23821,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_13/index_2535_seed_23821_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,
+        "video_score2_vq": 2.953125,
+        "video_score2_ta": 2.40625,
+        "video_score2_mq": 3.015625,
+        "video_score2_overall": 8.375,
+        "avg": 8.375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact.",
+                "token_credit_reward": 8.375,
+                "selected_reward": 8.375,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a large prehistoric crocodile-fish in an underwater setting with a dynamic sequence including a forward camera move, a rapid focus shift, a massive mouth opening with sharp teeth, a volumetric blue beam from the throat, suspended debris, and a spherical fluid shock wave from the mouth. The video presents a plausible underwater environment and a clearly visible crocodile-like head with a mouthful of teeth, but the full-body fish form and the dramatic kinetic events described are not realized. Overall, the alignment with the prompt is moderate rather than complete.\n\nVisual Quality Analysis:\nThe visuals are coherent and the rendering is solid, with decent texture detail on the creature and convincing underwater lighting. However, there are minor inconsistencies in lighting transitions and some surface details that prevent a higher-end look. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements of the prompt—underwater setting, a large predator-like head, visible mouth with teeth, and a blue-tinted ambiance. Yet key aspects such as the complete fish-body morphology, the dramatic beam from the throat, suspended debris, and the shock-wave event are not demonstrated. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and motion cues. Some aspects implied by the prompt (notably the full-body fish form and the extreme kinetic effects) are not fully realized, resulting in a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.953125,
+                    "TA": 2.40625,
+                    "MQ": 3.015625,
+                    "Overall": 8.375
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a large prehistoric crocodile-fish in an underwater setting with a dynamic sequence including a forward camera move, a rapid focus shift, a massive mouth opening with sharp teeth, a volumetric blue beam from the throat, suspended debris, and a spherical fluid shock wave from the mouth. The video presents a plausible underwater environment and a clearly visible crocodile-like head with a mouthful of teeth, but the full-body fish form and the dramatic kinetic events described are not realized. Overall, the alignment with the prompt is moderate rather than complete.\n\nVisual Quality Analysis:\nThe visuals are coherent and the rendering is solid, with decent texture detail on the creature and convincing underwater lighting. However, there are minor inconsistencies in lighting transitions and some surface details that prevent a higher-end look. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements of the prompt—underwater setting, a large predator-like head, visible mouth with teeth, and a blue-tinted ambiance. Yet key aspects such as the complete fish-body morphology, the dramatic beam from the throat, suspended debris, and the shock-wave event are not demonstrated. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and motion cues. Some aspects implied by the prompt (notably the full-body fish form and the extreme kinetic effects) are not fully realized, resulting in a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact.",
+        "seed": 23822,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_13/index_2535_seed_23822_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,
+        "video_score2_vq": 3.328125,
+        "video_score2_ta": 2.265625,
+        "video_score2_mq": 3.015625,
+        "video_score2_overall": 8.625,
+        "avg": 8.609375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact.",
+                "token_credit_reward": 8.625,
+                "selected_reward": 8.625,
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+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    1,
+                    2,
+                    0
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The rendering shows decent detail in the creature’s scales and the underwater lighting, with a convincing blue ambiance and some depth cues. However, there are occasional minor artifacts and slight inconsistencies in shading or edge definition across frames, which prevent a high-end, flawless look. Overall, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video presents a large, crocodile-like predator in an underwater setting with a forward-facing camera feel and a mouth opening that reveals sharp teeth. However, several key prompt elements are not realized: there is no evident volumetric blue beam erupting from the throat, no visible spherical fluid shock wave, and no clear depiction of tiny organic debris suspended in the water. The result captures some aspects of the concept but misses important dynamic features described in the prompt, yielding a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and scale patterns. Yet the absence of the dramatic energy effects and the mismatch between the described dynamic actions and what is shown introduce mild inconsistencies with the intended narrative. Overall, physical realism remains reasonable but not exceptional.\n\nGround-truth scores (for reference): Visual Quality = 3; Text-to-Video Alignment = 3; Physical Consistency = 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.328125,
+                    "TA": 2.265625,
+                    "MQ": 3.015625,
+                    "Overall": 8.625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"In a murky, photorealistic underwater 3D scene built entirely in the UE5 engine, the camera zooms forward from a completely blurred abyssal backdrop, its focus rapidly shifting to lock sharply on the frame's core subject: a massive prehistoric crocodile-fish roaring in its territory. This creature possesses a crocodile-like, hard skull and a slender, fish-like, streamlined body, densely covered with countless diamond-faceted scales that shimmer with a prismatic brilliance, reflecting its own faint bioluminescence in the near-lightless darkness of the deep sea. As the camera locks on, an intense, dazzling, volumetric blue beam of light erupts and flashes from deep within its throat, briefly illuminating the surrounding water, where tiny organic debris is suspended. Then, it suddenly opened its huge abyssal mouth full of sharp teeth, and a spherical fluid shock wave composed of countless glowing blue energy particles, visible to the naked eye, burst out from its mouth in a completely silent but extremely visually destructive manner, stirring the surrounding water into a violent whirlpool and clearly distorting the space behind it, creating a tense atmosphere full of epic pressure and surreal visual impact\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The rendering shows decent detail in the creature’s scales and the underwater lighting, with a convincing blue ambiance and some depth cues. However, there are occasional minor artifacts and slight inconsistencies in shading or edge definition across frames, which prevent a high-end, flawless look. Overall, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video presents a large, crocodile-like predator in an underwater setting with a forward-facing camera feel and a mouth opening that reveals sharp teeth. However, several key prompt elements are not realized: there is no evident volumetric blue beam erupting from the throat, no visible spherical fluid shock wave, and no clear depiction of tiny organic debris suspended in the water. The result captures some aspects of the concept but misses important dynamic features described in the prompt, yielding a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and scale patterns. Yet the absence of the dramatic energy effects and the mismatch between the described dynamic actions and what is shown introduce mild inconsistencies with the intended narrative. Overall, physical realism remains reasonable but not exceptional.\n\nGround-truth scores (for reference): Visual Quality = 3; Text-to-Video Alignment = 3; Physical Consistency = 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_14/index_tensor([3852, 3852])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_14/index_tensor([3852, 3852])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2589d65da8090a4ce17c7da6af8f8016373ada50
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_14/index_tensor([3852, 3852])_group_14_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "subsequent low-angle, foreground tracking shot captures a striking, dynamic perspective of a COVID-19 hero in action within a Minecraft-style, blocky world. Composed entirely of voxel blocks, the hero's white hazmat suit also displays a distinct blocky texture, and his helmet is capped by a translucent blue, pixelated visor. At the apex of the action, he performs a swift and agile cartwheel, his body carving a powerful arc through the air, his legs slightly bent, demonstrating incredible control as he gracefully navigates a wall of rough, gray blocks. The background is a classic voxel world, with angular green hills and cubic clouds floating in the distance against a clear blue sky. Bright, digital-like sunlight, cast from a massive, square sun, casts sharp, blocky shadows on the ground, enhancing the scene's three-dimensionality. The whole picture is full of movement and power. Through close follow-up shots and the hero's decisive posture, it successfully creates an image of a hero who stands up in crisis, full of hope and determination, and creates a tense and inspiring atmosphere.",
+        "seed": 28812,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_14/index_3852_seed_28812_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,
+        "video_score2_vq": 2.890625,
+        "video_score2_ta": 2.71875,
+        "video_score2_mq": 2.890625,
+        "video_score2_overall": 8.5,
+        "avg": 8.5,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "subsequent low-angle, foreground tracking shot captures a striking, dynamic perspective of a COVID-19 hero in action within a Minecraft-style, blocky world. Composed entirely of voxel blocks, the hero's white hazmat suit also displays a distinct blocky texture, and his helmet is capped by a translucent blue, pixelated visor. At the apex of the action, he performs a swift and agile cartwheel, his body carving a powerful arc through the air, his legs slightly bent, demonstrating incredible control as he gracefully navigates a wall of rough, gray blocks. The background is a classic voxel world, with angular green hills and cubic clouds floating in the distance against a clear blue sky. Bright, digital-like sunlight, cast from a massive, square sun, casts sharp, blocky shadows on the ground, enhancing the scene's three-dimensionality. The whole picture is full of movement and power. Through close follow-up shots and the hero's decisive posture, it successfully creates an image of a hero who stands up in crisis, full of hope and determination, and creates a tense and inspiring atmosphere.",
+                "token_credit_reward": 8.5,
+                "selected_reward": 8.5,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a subsequent low-angle, foreground tracking shot featuring a striking, dynamic perspective of a hero in a Minecraft-style, blocky world. The hero wears a white hazmat suit with a blocky texture and a translucent blue helmet visor. At the moment of action, the hero performs a swift cartwheel, demonstrating control while moving through a wall of rough, gray blocks. The background includes angular green hills and cubic clouds against a clear blue sky, with bright, digital-like sunlight casting blocky shadows that enhance depth. Overall, the scene aims to convey movement, power, and a tense, inspiring atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are recognizable but show moderate quality issues. The resolution is adequate, yet there are occasional compression artifacts and mild blockiness that reduce crispness. The character remains identifiable, but some edges appear softened and color fidelity is not consistently strong. Lighting and shading are present but do not always align with the scene geometry, leading to occasional perceptual inconsistencies. The blocky aesthetic is preserved, but overall sharpness and polish are limited. In sum, visual quality is acceptable but not high-end, reflecting a mid-range level.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a low-angle perspective, a foreground-focused view, and a blocky, voxel-based environment. However, key action details are underrepresented: the white hazmat suit lacks distinct blocky texture, and the helmet visor is not clearly rendered. The central dynamic action described (a swift cartwheel) is not convincingly depicted; the motion reads more like a controlled glide or float rather than a rapid cartwheel. While the setting and character design align with the prompt, the absence of the specified motion and texture fidelity reduces alignment. Overall, alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical coherence: the character’s proportions and interactions with the blocky environment feel plausible within a stylized context. Yet the lack of a convincing cartwheel and the mismatch between motion cues and the implied dynamics introduce mild inconsistencies in physical realism. The rendering preserves the blocky aesthetic, but the motion does not fully satisfy real-world physics expectations. Overall, physical/common-sense consistency is moderate.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.890625,
+                    "TA": 2.71875,
+                    "MQ": 2.890625,
+                    "Overall": 8.5
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a subsequent low-angle, foreground tracking shot featuring a striking, dynamic perspective of a hero in a Minecraft-style, blocky world. The hero wears a white hazmat suit with a blocky texture and a translucent blue helmet visor. At the moment of action, the hero performs a swift cartwheel, demonstrating control while moving through a wall of rough, gray blocks. The background includes angular green hills and cubic clouds against a clear blue sky, with bright, digital-like sunlight casting blocky shadows that enhance depth. Overall, the scene aims to convey movement, power, and a tense, inspiring atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are recognizable but show moderate quality issues. The resolution is adequate, yet there are occasional compression artifacts and mild blockiness that reduce crispness. The character remains identifiable, but some edges appear softened and color fidelity is not consistently strong. Lighting and shading are present but do not always align with the scene geometry, leading to occasional perceptual inconsistencies. The blocky aesthetic is preserved, but overall sharpness and polish are limited. In sum, visual quality is acceptable but not high-end, reflecting a mid-range level.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a low-angle perspective, a foreground-focused view, and a blocky, voxel-based environment. However, key action details are underrepresented: the white hazmat suit lacks distinct blocky texture, and the helmet visor is not clearly rendered. The central dynamic action described (a swift cartwheel) is not convincingly depicted; the motion reads more like a controlled glide or float rather than a rapid cartwheel. While the setting and character design align with the prompt, the absence of the specified motion and texture fidelity reduces alignment. Overall, alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical coherence: the character’s proportions and interactions with the blocky environment feel plausible within a stylized context. Yet the lack of a convincing cartwheel and the mismatch between motion cues and the implied dynamics introduce mild inconsistencies in physical realism. The rendering preserves the blocky aesthetic, but the motion does not fully satisfy real-world physics expectations. Overall, physical/common-sense consistency is moderate.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "subsequent low-angle, foreground tracking shot captures a striking, dynamic perspective of a COVID-19 hero in action within a Minecraft-style, blocky world. Composed entirely of voxel blocks, the hero's white hazmat suit also displays a distinct blocky texture, and his helmet is capped by a translucent blue, pixelated visor. At the apex of the action, he performs a swift and agile cartwheel, his body carving a powerful arc through the air, his legs slightly bent, demonstrating incredible control as he gracefully navigates a wall of rough, gray blocks. The background is a classic voxel world, with angular green hills and cubic clouds floating in the distance against a clear blue sky. Bright, digital-like sunlight, cast from a massive, square sun, casts sharp, blocky shadows on the ground, enhancing the scene's three-dimensionality. The whole picture is full of movement and power. Through close follow-up shots and the hero's decisive posture, it successfully creates an image of a hero who stands up in crisis, full of hope and determination, and creates a tense and inspiring atmosphere.",
+        "seed": 28813,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_14/index_3852_seed_28813_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,
+        "video_score2_vq": 2.78125,
+        "video_score2_ta": 2.09375,
+        "video_score2_mq": 2.8125,
+        "video_score2_overall": 7.6875,
+        "avg": 7.6875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "subsequent low-angle, foreground tracking shot captures a striking, dynamic perspective of a COVID-19 hero in action within a Minecraft-style, blocky world. Composed entirely of voxel blocks, the hero's white hazmat suit also displays a distinct blocky texture, and his helmet is capped by a translucent blue, pixelated visor. At the apex of the action, he performs a swift and agile cartwheel, his body carving a powerful arc through the air, his legs slightly bent, demonstrating incredible control as he gracefully navigates a wall of rough, gray blocks. The background is a classic voxel world, with angular green hills and cubic clouds floating in the distance against a clear blue sky. Bright, digital-like sunlight, cast from a massive, square sun, casts sharp, blocky shadows on the ground, enhancing the scene's three-dimensionality. The whole picture is full of movement and power. Through close follow-up shots and the hero's decisive posture, it successfully creates an image of a hero who stands up in crisis, full of hope and determination, and creates a tense and inspiring atmosphere.",
+                "token_credit_reward": 7.6875,
+                "selected_reward": 7.6875,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a subsequent low-angle, foreground tracking shot featuring a hero in a white hazmat suit with a translucent blue visor, performing a swift cartwheel through a blocky, voxel-based world. The scene includes angular green hills, cubic clouds, bright sunlight, and dynamic motion. The overall intent is to convey a high-energy, hopeful moment of a hero confronting a challenge.\n\nVisual Quality Assessment:\nThe video adopts a clearly voxel/blocky aesthetic consistent with the prompt. Visuals are coherent and legible, but the overall polish is moderate rather than cinematic; some frames show mild aliasing or edge softness, and the rendering does not reach high-fidelity detail. The lighting remains bright and directional, and the sky and landscape elements stay recognizable, though the scene lacks advanced shading or depth cues beyond what the blocky style implies. Overall, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core prompt elements—Minecraft-style blocky world, a foreground hero, and a low-angle tracking feel. However, key specifics diverge: the hero’s attire reads more as generic armor rather than a white hazmat suit, and the helmet visor is not clearly translucent blue. The central action described (a swift cartwheel) is not convincingly realized; the motion appears ambiguous and does not clearly demonstrate a controlled aerial maneuver. While the environment and lighting align with the prompt, the central character design and the intended dynamic action are only partially realized. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nPhysics and interactions are broadly plausible within the blocky world, but there are noticeable inconsistencies. The motion does not convincingly depict a cartwheel, and the body orientation during the aerial phase lacks a coherent arc. The interaction with the ground and the implied momentum do not consistently match expected physics, reducing believability. In sum, physical/common-sense consistency is limited, reflecting a lower score.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 2
+                },
+                "soft_scores": {
+                    "VQ": 2.78125,
+                    "TA": 2.09375,
+                    "MQ": 2.8125,
+                    "Overall": 7.6875
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a subsequent low-angle, foreground tracking shot featuring a hero in a white hazmat suit with a translucent blue visor, performing a swift cartwheel through a blocky, voxel-based world. The scene includes angular green hills, cubic clouds, bright sunlight, and dynamic motion. The overall intent is to convey a high-energy, hopeful moment of a hero confronting a challenge.\n\nVisual Quality Assessment:\nThe video adopts a clearly voxel/blocky aesthetic consistent with the prompt. Visuals are coherent and legible, but the overall polish is moderate rather than cinematic; some frames show mild aliasing or edge softness, and the rendering does not reach high-fidelity detail. The lighting remains bright and directional, and the sky and landscape elements stay recognizable, though the scene lacks advanced shading or depth cues beyond what the blocky style implies. Overall, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core prompt elements—Minecraft-style blocky world, a foreground hero, and a low-angle tracking feel. However, key specifics diverge: the hero’s attire reads more as generic armor rather than a white hazmat suit, and the helmet visor is not clearly translucent blue. The central action described (a swift cartwheel) is not convincingly realized; the motion appears ambiguous and does not clearly demonstrate a controlled aerial maneuver. While the environment and lighting align with the prompt, the central character design and the intended dynamic action are only partially realized. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nPhysics and interactions are broadly plausible within the blocky world, but there are noticeable inconsistencies. The motion does not convincingly depict a cartwheel, and the body orientation during the aerial phase lacks a coherent arc. The interaction with the ground and the implied momentum do not consistently match expected physics, reducing believability. In sum, physical/common-sense consistency is limited, reflecting a lower score.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+        ]
+    },
+    {
+        "prompt": "subsequent low-angle, foreground tracking shot captures a striking, dynamic perspective of a COVID-19 hero in action within a Minecraft-style, blocky world. Composed entirely of voxel blocks, the hero's white hazmat suit also displays a distinct blocky texture, and his helmet is capped by a translucent blue, pixelated visor. At the apex of the action, he performs a swift and agile cartwheel, his body carving a powerful arc through the air, his legs slightly bent, demonstrating incredible control as he gracefully navigates a wall of rough, gray blocks. The background is a classic voxel world, with angular green hills and cubic clouds floating in the distance against a clear blue sky. Bright, digital-like sunlight, cast from a massive, square sun, casts sharp, blocky shadows on the ground, enhancing the scene's three-dimensionality. The whole picture is full of movement and power. Through close follow-up shots and the hero's decisive posture, it successfully creates an image of a hero who stands up in crisis, full of hope and determination, and creates a tense and inspiring atmosphere.",
+        "seed": 28814,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_14/index_3852_seed_28814_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,
+        "video_score2_vq": 2.625,
+        "video_score2_ta": 1.9140625,
+        "video_score2_mq": 2.078125,
+        "video_score2_overall": 6.625,
+        "avg": 6.6171875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "subsequent low-angle, foreground tracking shot captures a striking, dynamic perspective of a COVID-19 hero in action within a Minecraft-style, blocky world. Composed entirely of voxel blocks, the hero's white hazmat suit also displays a distinct blocky texture, and his helmet is capped by a translucent blue, pixelated visor. At the apex of the action, he performs a swift and agile cartwheel, his body carving a powerful arc through the air, his legs slightly bent, demonstrating incredible control as he gracefully navigates a wall of rough, gray blocks. The background is a classic voxel world, with angular green hills and cubic clouds floating in the distance against a clear blue sky. Bright, digital-like sunlight, cast from a massive, square sun, casts sharp, blocky shadows on the ground, enhancing the scene's three-dimensionality. The whole picture is full of movement and power. Through close follow-up shots and the hero's decisive posture, it successfully creates an image of a hero who stands up in crisis, full of hope and determination, and creates a tense and inspiring atmosphere.",
+                "token_credit_reward": 6.625,
+                "selected_reward": 6.625,
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+                "credit_map_shape": [
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a low-angle, foreground tracking shot featuring a hero in a white hazmat suit with a translucent blue visor, performing a swift cartwheel through a blocky, voxel-based world, with dynamic lighting and a tense, inspiring atmosphere. In practice, the video presents a static or near-static sequence with limited motion, and the core action described (the cartwheel) is not realized. The overall alignment to the prompt is weak due to missing dynamic movement and central action.\n\nVisual Quality Analysis:\nThe visuals maintain a consistent blocky aesthetic and decent color saturation, but the sequence lacks fluidity and cinematic polish. There are no obvious artifacts, yet the overall visual impact is modest, resulting in a below-average impression of visual quality.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the delivered content. Key elements such as the cartwheel, dynamic camera work, and the intended narrative progression are absent, leading to a poor alignment score.\n\nPhysical/Common-sense Consistency Analysis:\nWithin the voxel-based world, basic physical cues (gravity, object interactions) appear plausible at a surface level, but the lack of motion and action makes it difficult to assess realistic dynamics. The scene remains internally coherent but does not demonstrate convincing physical realism or common-sense behavior.\n\nOverall assessment:\nThe video shows potential in its voxel aesthetic and character design, but fails to deliver the dynamic action and narrative depth requested. The scores reflect limited visual impact, weak alignment to the prompt, and only marginal physical consistency.\n</think>\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+                "hard_scores": {
+                    "VQ": 2,
+                    "TA": 2,
+                    "MQ": 2
+                },
+                "soft_scores": {
+                    "VQ": 2.625,
+                    "TA": 1.9140625,
+                    "MQ": 2.078125,
+                    "Overall": 6.625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a low-angle, foreground tracking shot featuring a hero in a white hazmat suit with a translucent blue visor, performing a swift cartwheel through a blocky, voxel-based world, with dynamic lighting and a tense, inspiring atmosphere. In practice, the video presents a static or near-static sequence with limited motion, and the core action described (the cartwheel) is not realized. The overall alignment to the prompt is weak due to missing dynamic movement and central action.\n\nVisual Quality Analysis:\nThe visuals maintain a consistent blocky aesthetic and decent color saturation, but the sequence lacks fluidity and cinematic polish. There are no obvious artifacts, yet the overall visual impact is modest, resulting in a below-average impression of visual quality.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the delivered content. Key elements such as the cartwheel, dynamic camera work, and the intended narrative progression are absent, leading to a poor alignment score.\n\nPhysical/Common-sense Consistency Analysis:\nWithin the voxel-based world, basic physical cues (gravity, object interactions) appear plausible at a surface level, but the lack of motion and action makes it difficult to assess realistic dynamics. The scene remains internally coherent but does not demonstrate convincing physical realism or common-sense behavior.\n\nOverall assessment:\nThe video shows potential in its voxel aesthetic and character design, but fails to deliver the dynamic action and narrative depth requested. The scores reflect limited visual impact, weak alignment to the prompt, and only marginal physical consistency.\n</think>\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+        ]
+    },
+    {
+        "prompt": "subsequent low-angle, foreground tracking shot captures a striking, dynamic perspective of a COVID-19 hero in action within a Minecraft-style, blocky world. Composed entirely of voxel blocks, the hero's white hazmat suit also displays a distinct blocky texture, and his helmet is capped by a translucent blue, pixelated visor. At the apex of the action, he performs a swift and agile cartwheel, his body carving a powerful arc through the air, his legs slightly bent, demonstrating incredible control as he gracefully navigates a wall of rough, gray blocks. The background is a classic voxel world, with angular green hills and cubic clouds floating in the distance against a clear blue sky. Bright, digital-like sunlight, cast from a massive, square sun, casts sharp, blocky shadows on the ground, enhancing the scene's three-dimensionality. The whole picture is full of movement and power. Through close follow-up shots and the hero's decisive posture, it successfully creates an image of a hero who stands up in crisis, full of hope and determination, and creates a tense and inspiring atmosphere.",
+        "seed": 28815,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_14/index_3852_seed_28815_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,
+        "video_score2_vq": 2.84375,
+        "video_score2_ta": 1.671875,
+        "video_score2_mq": 1.75,
+        "video_score2_overall": 6.25,
+        "avg": 6.265625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "subsequent low-angle, foreground tracking shot captures a striking, dynamic perspective of a COVID-19 hero in action within a Minecraft-style, blocky world. Composed entirely of voxel blocks, the hero's white hazmat suit also displays a distinct blocky texture, and his helmet is capped by a translucent blue, pixelated visor. At the apex of the action, he performs a swift and agile cartwheel, his body carving a powerful arc through the air, his legs slightly bent, demonstrating incredible control as he gracefully navigates a wall of rough, gray blocks. The background is a classic voxel world, with angular green hills and cubic clouds floating in the distance against a clear blue sky. Bright, digital-like sunlight, cast from a massive, square sun, casts sharp, blocky shadows on the ground, enhancing the scene's three-dimensionality. The whole picture is full of movement and power. Through close follow-up shots and the hero's decisive posture, it successfully creates an image of a hero who stands up in crisis, full of hope and determination, and creates a tense and inspiring atmosphere.",
+                "token_credit_reward": 6.25,
+                "selected_reward": 6.25,
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+                    5.128797420184128e-05,
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+                ],
+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    1,
+                    0,
+                    2
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a low-angle, foreground tracking shot featuring a hero in a white hazmat suit with a translucent blue visor, performing a swift cartwheel through a blocky, voxel-based world, with dynamic lighting and a sense of movement and power. In practice, the video presents a static, blocky figure that does not realize the described action or camera dynamics; the core narrative elements are not realized, resulting in a severe misalignment between the prompt and the produced content.\n\nVisual Quality Analysis:\nThe visuals are recognizably voxel-based and consistent with a Minecraft-like aesthetic, but overall visual quality is limited. The rendering shows basic shapes and textures with modest detail, and there are no notable visual refinements or cinematic polish. While the style remains coherent, the lack of motion cues and depth makes the sequence feel flat rather than engaging, aligning with a low-to-moderate visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced gap between the prompt and the actual video. Key elements—dynamic camera work (low-angle tracking), a clearly defined hero in action, and the specified motion (cartwheel)—are absent. The result is a static, blocky representation that does not convey the intended narrative or kinetic energy, indicating a fundamental mismatch between prompt and output.\n\nPhysical/Common-sense Consistency:\nWithin the voxel-art context, basic physical cues exist but are inconsistently applied. The figure’s proportions and the blocky environment maintain internal coherence, yet the absence of motion and interaction reduces perceived realism and plausibility. Overall, physical consistency is present at a rudimentary level but lacks convincing dynamics, reflecting a low level of common-sense alignment.\n</think>\n\n(1) visual quality: 2\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+                "hard_scores": {
+                    "VQ": 2,
+                    "TA": 1,
+                    "MQ": 2
+                },
+                "soft_scores": {
+                    "VQ": 2.84375,
+                    "TA": 1.671875,
+                    "MQ": 1.75,
+                    "Overall": 6.25
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a low-angle, foreground tracking shot featuring a hero in a white hazmat suit with a translucent blue visor, performing a swift cartwheel through a blocky, voxel-based world, with dynamic lighting and a sense of movement and power. In practice, the video presents a static, blocky figure that does not realize the described action or camera dynamics; the core narrative elements are not realized, resulting in a severe misalignment between the prompt and the produced content.\n\nVisual Quality Analysis:\nThe visuals are recognizably voxel-based and consistent with a Minecraft-like aesthetic, but overall visual quality is limited. The rendering shows basic shapes and textures with modest detail, and there are no notable visual refinements or cinematic polish. While the style remains coherent, the lack of motion cues and depth makes the sequence feel flat rather than engaging, aligning with a low-to-moderate visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced gap between the prompt and the actual video. Key elements—dynamic camera work (low-angle tracking), a clearly defined hero in action, and the specified motion (cartwheel)—are absent. The result is a static, blocky representation that does not convey the intended narrative or kinetic energy, indicating a fundamental mismatch between prompt and output.\n\nPhysical/Common-sense Consistency:\nWithin the voxel-art context, basic physical cues exist but are inconsistently applied. The figure’s proportions and the blocky environment maintain internal coherence, yet the absence of motion and interaction reduces perceived realism and plausibility. Overall, physical consistency is present at a rudimentary level but lacks convincing dynamics, reflecting a low level of common-sense alignment.\n</think>\n\n(1) visual quality: 2\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_15/index_tensor([7241, 7241])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_15/index_tensor([7241, 7241])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9704ba14885c8a34e0a9b4825073d19a9b080832
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_15/index_tensor([7241, 7241])_group_15_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "medium, close-up, static shot, shot from a slightly upward angle, captures a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks—a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder—have a smooth, lacquered finish that gleams softly in the light, with slight wear visible at the corners. As if awakened by an invisible magic, they slowly rise from the plush, light-beige carpet, floating and spinning weightlessly and gracefully in mid-air, even the finest particles of dust floating in the air clearly visible in the beams. Then, with a steady and leisurely rhythm, the blocks begin to approach one another, precisely snapping and stacking one after another. A rectangular green block falls steadily first, forming the foundation. Several red square blocks orderly build up the battlemented walls. Finally, a pointed yellow block gracefully soars to the highest point, crowning the castle's tower, and finally, slowly assembling into an exquisite little castle. Soft light outlines each block, casting warm highlights and long, soft shadows on its surfaces. The entire painting is warm in color, permeated with a tranquil, dreamy, and childlike magical atmosphere.",
+        "seed": 6548,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_15/index_7241_seed_6548_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,
+        "video_score2_vq": 3.03125,
+        "video_score2_ta": 2.03125,
+        "video_score2_mq": 2.734375,
+        "video_score2_overall": 7.8125,
+        "avg": 7.796875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "medium, close-up, static shot, shot from a slightly upward angle, captures a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks—a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder—have a smooth, lacquered finish that gleams softly in the light, with slight wear visible at the corners. As if awakened by an invisible magic, they slowly rise from the plush, light-beige carpet, floating and spinning weightlessly and gracefully in mid-air, even the finest particles of dust floating in the air clearly visible in the beams. Then, with a steady and leisurely rhythm, the blocks begin to approach one another, precisely snapping and stacking one after another. A rectangular green block falls steadily first, forming the foundation. Several red square blocks orderly build up the battlemented walls. Finally, a pointed yellow block gracefully soars to the highest point, crowning the castle's tower, and finally, slowly assembling into an exquisite little castle. Soft light outlines each block, casting warm highlights and long, soft shadows on its surfaces. The entire painting is warm in color, permeated with a tranquil, dreamy, and childlike magical atmosphere.",
+                "token_credit_reward": 7.8125,
+                "selected_reward": 7.8125,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where colorful wooden blocks appear to be animated by an invisible magic, rising from a carpet, floating and spinning weightlessly, then gradually assembling into a castle-like structure. In the actual video, the scene remains largely static: the blocks stay on the carpet with no evident ascent or magical transformation, and there is no construction sequence. The overall mood is calm and childlike, but the core dynamic described in the prompt is not realized.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in the background. Lighting is warm and consistent across shots, and colors remain vivid without strong color shifts. There are no obvious distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the scene includes colorful wooden blocks on a carpet and a warm, inviting atmosphere, the essential elements of the prompt — the blocks rising by magical means, floating and spinning, and the progressive construction into a castle — are not present. The video remains largely static, with only a minimal, incidental sense of motion, leading to a notable gap between description and content.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The blocks rest naturally on the carpet with plausible lighting and shadows, and there are no obvious physics violations within what is shown. However, because the intended dynamic behavior is absent, the scene does not demonstrate the expected physical interactions or motion that would accompany the described transformation, resulting in only partial alignment with common-sense expectations.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 2,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.03125,
+                    "TA": 2.03125,
+                    "MQ": 2.734375,
+                    "Overall": 7.8125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where colorful wooden blocks appear to be animated by an invisible magic, rising from a carpet, floating and spinning weightlessly, then gradually assembling into a castle-like structure. In the actual video, the scene remains largely static: the blocks stay on the carpet with no evident ascent or magical transformation, and there is no construction sequence. The overall mood is calm and childlike, but the core dynamic described in the prompt is not realized.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in the background. Lighting is warm and consistent across shots, and colors remain vivid without strong color shifts. There are no obvious distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the scene includes colorful wooden blocks on a carpet and a warm, inviting atmosphere, the essential elements of the prompt — the blocks rising by magical means, floating and spinning, and the progressive construction into a castle — are not present. The video remains largely static, with only a minimal, incidental sense of motion, leading to a notable gap between description and content.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The blocks rest naturally on the carpet with plausible lighting and shadows, and there are no obvious physics violations within what is shown. However, because the intended dynamic behavior is absent, the scene does not demonstrate the expected physical interactions or motion that would accompany the described transformation, resulting in only partial alignment with common-sense expectations.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "medium, close-up, static shot, shot from a slightly upward angle, captures a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks—a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder—have a smooth, lacquered finish that gleams softly in the light, with slight wear visible at the corners. As if awakened by an invisible magic, they slowly rise from the plush, light-beige carpet, floating and spinning weightlessly and gracefully in mid-air, even the finest particles of dust floating in the air clearly visible in the beams. Then, with a steady and leisurely rhythm, the blocks begin to approach one another, precisely snapping and stacking one after another. A rectangular green block falls steadily first, forming the foundation. Several red square blocks orderly build up the battlemented walls. Finally, a pointed yellow block gracefully soars to the highest point, crowning the castle's tower, and finally, slowly assembling into an exquisite little castle. Soft light outlines each block, casting warm highlights and long, soft shadows on its surfaces. The entire painting is warm in color, permeated with a tranquil, dreamy, and childlike magical atmosphere.",
+        "seed": 6549,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_15/index_7241_seed_6549_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,
+        "video_score2_vq": 3.296875,
+        "video_score2_ta": 2.28125,
+        "video_score2_mq": 2.65625,
+        "video_score2_overall": 8.25,
+        "avg": 8.234375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "medium, close-up, static shot, shot from a slightly upward angle, captures a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks—a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder—have a smooth, lacquered finish that gleams softly in the light, with slight wear visible at the corners. As if awakened by an invisible magic, they slowly rise from the plush, light-beige carpet, floating and spinning weightlessly and gracefully in mid-air, even the finest particles of dust floating in the air clearly visible in the beams. Then, with a steady and leisurely rhythm, the blocks begin to approach one another, precisely snapping and stacking one after another. A rectangular green block falls steadily first, forming the foundation. Several red square blocks orderly build up the battlemented walls. Finally, a pointed yellow block gracefully soars to the highest point, crowning the castle's tower, and finally, slowly assembling into an exquisite little castle. Soft light outlines each block, casting warm highlights and long, soft shadows on its surfaces. The entire painting is warm in color, permeated with a tranquil, dreamy, and childlike magical atmosphere.",
+                "token_credit_reward": 8.25,
+                "selected_reward": 8.25,
+                "frame_importance": [
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with colorful wooden building blocks in a child's room, with a warm sunlit atmosphere and a sequence where blocks rise, float, and then stack to form a castle. In the actual video, the core actions are not realized; the footage mainly shows static or near-static close-ups of blocks on a carpet, with no evident ascent, levitation, or construction progression. The overall mood is present but the dynamic narrative described in the prompt is not captured.\n\nVisual Quality Analysis:\nThe visuals are generally clear with decent resolution and well-defined colors. Lighting is warm and consistent, and depth-of-field effects are used purposefully. There are no obvious artifacts or distortions, and the framing remains stable across shots. However, the sequence lacks motion and cinematic dynamism, which limits the perceived quality relative to the prompt’s implied motion-driven storytelling.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and what is shown. The video does not depict the blocks rising, floating, or progressively stacking to form a castle. Instead, it presents static close-ups with limited interaction, resulting in only partial alignment with the described scene. The atmosphere and lighting align with the prompt, but the essential dynamic elements are missing, yielding a low-to-moderate alignment score.\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene appears plausible: blocks rest on a carpet with reasonable spacing and lighting, and there are no obvious physics violations. The lack of motion does not introduce physical inconsistencies, but it does reduce the sense of causality and narrative coherence expected by the prompt. Overall, physical consistency is acceptable but not strongly demonstrated due to the absence of the intended dynamic behavior.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 2,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.296875,
+                    "TA": 2.28125,
+                    "MQ": 2.65625,
+                    "Overall": 8.25
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with colorful wooden building blocks in a child's room, with a warm sunlit atmosphere and a sequence where blocks rise, float, and then stack to form a castle. In the actual video, the core actions are not realized; the footage mainly shows static or near-static close-ups of blocks on a carpet, with no evident ascent, levitation, or construction progression. The overall mood is present but the dynamic narrative described in the prompt is not captured.\n\nVisual Quality Analysis:\nThe visuals are generally clear with decent resolution and well-defined colors. Lighting is warm and consistent, and depth-of-field effects are used purposefully. There are no obvious artifacts or distortions, and the framing remains stable across shots. However, the sequence lacks motion and cinematic dynamism, which limits the perceived quality relative to the prompt’s implied motion-driven storytelling.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and what is shown. The video does not depict the blocks rising, floating, or progressively stacking to form a castle. Instead, it presents static close-ups with limited interaction, resulting in only partial alignment with the described scene. The atmosphere and lighting align with the prompt, but the essential dynamic elements are missing, yielding a low-to-moderate alignment score.\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene appears plausible: blocks rest on a carpet with reasonable spacing and lighting, and there are no obvious physics violations. The lack of motion does not introduce physical inconsistencies, but it does reduce the sense of causality and narrative coherence expected by the prompt. Overall, physical consistency is acceptable but not strongly demonstrated due to the absence of the intended dynamic behavior.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "medium, close-up, static shot, shot from a slightly upward angle, captures a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks—a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder—have a smooth, lacquered finish that gleams softly in the light, with slight wear visible at the corners. As if awakened by an invisible magic, they slowly rise from the plush, light-beige carpet, floating and spinning weightlessly and gracefully in mid-air, even the finest particles of dust floating in the air clearly visible in the beams. Then, with a steady and leisurely rhythm, the blocks begin to approach one another, precisely snapping and stacking one after another. A rectangular green block falls steadily first, forming the foundation. Several red square blocks orderly build up the battlemented walls. Finally, a pointed yellow block gracefully soars to the highest point, crowning the castle's tower, and finally, slowly assembling into an exquisite little castle. Soft light outlines each block, casting warm highlights and long, soft shadows on its surfaces. The entire painting is warm in color, permeated with a tranquil, dreamy, and childlike magical atmosphere.",
+        "seed": 6550,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_15/index_7241_seed_6550_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,
+        "video_score2_vq": 3.140625,
+        "video_score2_ta": 2.015625,
+        "video_score2_mq": 2.84375,
+        "video_score2_overall": 8.0,
+        "avg": 8.0,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "medium, close-up, static shot, shot from a slightly upward angle, captures a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks—a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder—have a smooth, lacquered finish that gleams softly in the light, with slight wear visible at the corners. As if awakened by an invisible magic, they slowly rise from the plush, light-beige carpet, floating and spinning weightlessly and gracefully in mid-air, even the finest particles of dust floating in the air clearly visible in the beams. Then, with a steady and leisurely rhythm, the blocks begin to approach one another, precisely snapping and stacking one after another. A rectangular green block falls steadily first, forming the foundation. Several red square blocks orderly build up the battlemented walls. Finally, a pointed yellow block gracefully soars to the highest point, crowning the castle's tower, and finally, slowly assembling into an exquisite little castle. Soft light outlines each block, casting warm highlights and long, soft shadows on its surfaces. The entire painting is warm in color, permeated with a tranquil, dreamy, and childlike magical atmosphere.",
+                "token_credit_reward": 8.0,
+                "selected_reward": 8.0,
+                "frame_importance": [
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium close-up, static shot from a slightly upward angle capturing a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks include a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder, with a smooth, lacquered finish and slight wear at corners. An invisible magic awakens the blocks, causing them to rise from a plush carpet, float and spin weightlessly, with dust particles visible in the beams. The blocks then assemble into a castle, with soft light outlining each block and a warm, tranquil, dreamy atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but overall the scene remains legible. The depth-of-field effect is present and appropriate, and lighting is warm and consistent across shots. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes many elements described in the prompt such as a medium close-up, static framing, a collection of colorful wooden blocks, a cozy blurred background, warm lighting, and the presence of the red cube, yellow triangle, blue cuboid, and green cylinder. However, key aspects of the prompt are not realized: there is no visible dust in the beams, the blocks do not visibly rise or float, and there is no construction sequence showing the gradual assembly into a castle. The alignment is therefore partial rather than complete, corresponding to a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible geometry and lighting, with coherent spatial relationships among objects. Yet the absence of the dynamic actions described in the prompt reduces the perceived physical realism and narrative coherence. The result is a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.140625,
+                    "TA": 2.015625,
+                    "MQ": 2.84375,
+                    "Overall": 8.0
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium close-up, static shot from a slightly upward angle capturing a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks include a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder, with a smooth, lacquered finish and slight wear at corners. An invisible magic awakens the blocks, causing them to rise from a plush carpet, float and spin weightlessly, with dust particles visible in the beams. The blocks then assemble into a castle, with soft light outlining each block and a warm, tranquil, dreamy atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but overall the scene remains legible. The depth-of-field effect is present and appropriate, and lighting is warm and consistent across shots. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes many elements described in the prompt such as a medium close-up, static framing, a collection of colorful wooden blocks, a cozy blurred background, warm lighting, and the presence of the red cube, yellow triangle, blue cuboid, and green cylinder. However, key aspects of the prompt are not realized: there is no visible dust in the beams, the blocks do not visibly rise or float, and there is no construction sequence showing the gradual assembly into a castle. The alignment is therefore partial rather than complete, corresponding to a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible geometry and lighting, with coherent spatial relationships among objects. Yet the absence of the dynamic actions described in the prompt reduces the perceived physical realism and narrative coherence. The result is a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "medium, close-up, static shot, shot from a slightly upward angle, captures a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks—a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder—have a smooth, lacquered finish that gleams softly in the light, with slight wear visible at the corners. As if awakened by an invisible magic, they slowly rise from the plush, light-beige carpet, floating and spinning weightlessly and gracefully in mid-air, even the finest particles of dust floating in the air clearly visible in the beams. Then, with a steady and leisurely rhythm, the blocks begin to approach one another, precisely snapping and stacking one after another. A rectangular green block falls steadily first, forming the foundation. Several red square blocks orderly build up the battlemented walls. Finally, a pointed yellow block gracefully soars to the highest point, crowning the castle's tower, and finally, slowly assembling into an exquisite little castle. Soft light outlines each block, casting warm highlights and long, soft shadows on its surfaces. The entire painting is warm in color, permeated with a tranquil, dreamy, and childlike magical atmosphere.",
+        "seed": 6551,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_15/index_7241_seed_6551_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,
+        "video_score2_vq": 2.625,
+        "video_score2_ta": 2.875,
+        "video_score2_mq": 3.109375,
+        "video_score2_overall": 8.625,
+        "avg": 8.609375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "medium, close-up, static shot, shot from a slightly upward angle, captures a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by a ray of warm afternoon sunlight slanting through. The blocks—a vibrant red cube, a bright yellow triangle, a deep blue cuboid, and a vibrant green cylinder—have a smooth, lacquered finish that gleams softly in the light, with slight wear visible at the corners. As if awakened by an invisible magic, they slowly rise from the plush, light-beige carpet, floating and spinning weightlessly and gracefully in mid-air, even the finest particles of dust floating in the air clearly visible in the beams. Then, with a steady and leisurely rhythm, the blocks begin to approach one another, precisely snapping and stacking one after another. A rectangular green block falls steadily first, forming the foundation. Several red square blocks orderly build up the battlemented walls. Finally, a pointed yellow block gracefully soars to the highest point, crowning the castle's tower, and finally, slowly assembling into an exquisite little castle. Soft light outlines each block, casting warm highlights and long, soft shadows on its surfaces. The entire painting is warm in color, permeated with a tranquil, dreamy, and childlike magical atmosphere.",
+                "token_credit_reward": 8.625,
+                "selected_reward": 8.625,
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+                ],
+                "credit_map_shape": [
+                    3,
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium close-up, static shot from a slightly upward angle capturing a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by warm afternoon sunlight. The blocks are described as having a smooth, lacquered finish with visible wear, and the scene should show them rising and floating weightlessly, then carefully stacking to form a castle with soft lighting and a warm, childlike magical atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and a warm palette, but there are noticeable issues that prevent a higher rating. The background blur is strong and sometimes excessive, which can obscure depth cues. The blocks themselves are reasonably sharp when in focus, yet motion during the floating and stacking sequences introduces occasional softness or minor artifacts. Lighting remains consistently warm, but some frames exhibit slight inconsistencies in shading across objects. In sum, the visuals convey the intended mood, but technical imperfections keep it from being outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a medium close-up, a slightly upward angle, and a collection of colorful wooden blocks in a cozy, blurred setting with warm lighting. The core elements described in the prompt are present: the blocks appear to float and stack, and a yellow pointed block culminates in a castle-like structure. The sequence follows the described progression, and the scene maintains the warm, childlike magical atmosphere. Minor deviations exist in exact timing and emphasis of certain details, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The floating and stacking motions are generally plausible within a stylized context, and the interactions feel coherent enough to support the narrative. However, there are occasional small mismatches in gravity cues, scale relationships, or contact dynamics that prevent a higher level of realism. Overall, the scene communicates the intended whimsical construction process without breaking internal logic.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.625,
+                    "TA": 2.875,
+                    "MQ": 3.109375,
+                    "Overall": 8.625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium close-up, static shot from a slightly upward angle capturing a collection of colorful wooden children's building blocks in a cozy, blurred-out children's room, illuminated by warm afternoon sunlight. The blocks are described as having a smooth, lacquered finish with visible wear, and the scene should show them rising and floating weightlessly, then carefully stacking to form a castle with soft lighting and a warm, childlike magical atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and a warm palette, but there are noticeable issues that prevent a higher rating. The background blur is strong and sometimes excessive, which can obscure depth cues. The blocks themselves are reasonably sharp when in focus, yet motion during the floating and stacking sequences introduces occasional softness or minor artifacts. Lighting remains consistently warm, but some frames exhibit slight inconsistencies in shading across objects. In sum, the visuals convey the intended mood, but technical imperfections keep it from being outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a medium close-up, a slightly upward angle, and a collection of colorful wooden blocks in a cozy, blurred setting with warm lighting. The core elements described in the prompt are present: the blocks appear to float and stack, and a yellow pointed block culminates in a castle-like structure. The sequence follows the described progression, and the scene maintains the warm, childlike magical atmosphere. Minor deviations exist in exact timing and emphasis of certain details, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The floating and stacking motions are generally plausible within a stylized context, and the interactions feel coherent enough to support the narrative. However, there are occasional small mismatches in gravity cues, scale relationships, or contact dynamics that prevent a higher level of realism. Overall, the scene communicates the intended whimsical construction process without breaking internal logic.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_2/index_tensor([9732, 9732])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_2/index_tensor([9732, 9732])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b4763a428c1583a8219a84525b047f7e870e69a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_2/index_tensor([9732, 9732])_group_2_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
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+        "seed": 5906,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_2/index_9732_seed_5906_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,
+        "video_score2_vq": 3.015625,
+        "video_score2_ta": 3.09375,
+        "video_score2_mq": 2.84375,
+        "video_score2_overall": 9.0,
+        "avg": 8.953125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "dynamic, sideways, medium-shot tracking shot, rendered in the sophisticated 3D style of Pixar animation, captures a chubby chef, wearing a towering white chef's hat, precariously teetering from his running, frantically scrambling through a busy professional restaurant kitchen. The chef's cheeks are round, his eyes wide with panic, his mouth slightly open in an \"O\" shape, and even a few exaggerated beads of sweat splatter across his forehead. He wears a classic double-breasted white chef's coat, tied with a bright red scarf. One hand tightly grasps the handle of a black cast iron frying pan, which jerks violently up and down in his grasp as he clumsily and hurriedly steps. A nearly perfectly round fried egg inside, hilariously sliding across the bottom, seems poised to be flung off at any moment. He leans forward, his short legs desperately running, his other arm flailing comically for balance. The background is a quickly passing stainless steel workbench, racks full of copper pots and large soup pots with rising steam. The whole scene appears particularly clear under the bright and even light from the kitchen ceiling, creating a tense, chaotic and comedic atmosphere.",
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, sideways, medium-shot tracking shot featuring a chubby chef in a professional kitchen, wearing a tall white chef's hat, with exaggerated expressions and a frantic cooking sequence. In the actual video, several elements align (the chef, the hat, the kitchen setting, and the presence of a frying pan), but the motion and timing do not fully realize the described dynamics. The sequence reads more as a stylized animation rather than a high-fidelity, Pixar-like render, and some actions feel less energetic or slightly misaligned with the prompt.\n\nVisual Quality Analysis:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and lighting remains generally consistent, with recognizable details in the chef, hat, and kitchen environment. However, there are occasional minor artifacts and slight softness that prevent a higher-quality impression. The animation style is coherent, but it does not achieve the level of polish associated with top-tier 3D animation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. Core elements such as the chef, hat, kitchen setting, and frying pan are present, and the scene maintains a plausible narrative flow. Yet the intensity of the action, the precise dynamics of the pan and egg, and the exaggerated expressions described in the prompt are not consistently realized, resulting in a middling alignment score.\n\nPhysical Consistency / Common-sense:\nThere are noticeable gaps in physical realism and common-sense cues. Some motions appear stiff or awkward, and interactions between the pan, egg, and hand lack convincing dynamics. Steam and environmental cues exist but do not always cohere with the action, reducing overall plausibility.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 2\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 2
+                },
+                "soft_scores": {
+                    "VQ": 3.015625,
+                    "TA": 3.09375,
+                    "MQ": 2.84375,
+                    "Overall": 9.0
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, sideways, medium-shot tracking shot featuring a chubby chef in a professional kitchen, wearing a tall white chef's hat, with exaggerated expressions and a frantic cooking sequence. In the actual video, several elements align (the chef, the hat, the kitchen setting, and the presence of a frying pan), but the motion and timing do not fully realize the described dynamics. The sequence reads more as a stylized animation rather than a high-fidelity, Pixar-like render, and some actions feel less energetic or slightly misaligned with the prompt.\n\nVisual Quality Analysis:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and lighting remains generally consistent, with recognizable details in the chef, hat, and kitchen environment. However, there are occasional minor artifacts and slight softness that prevent a higher-quality impression. The animation style is coherent, but it does not achieve the level of polish associated with top-tier 3D animation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. Core elements such as the chef, hat, kitchen setting, and frying pan are present, and the scene maintains a plausible narrative flow. Yet the intensity of the action, the precise dynamics of the pan and egg, and the exaggerated expressions described in the prompt are not consistently realized, resulting in a middling alignment score.\n\nPhysical Consistency / Common-sense:\nThere are noticeable gaps in physical realism and common-sense cues. Some motions appear stiff or awkward, and interactions between the pan, egg, and hand lack convincing dynamics. Steam and environmental cues exist but do not always cohere with the action, reducing overall plausibility.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 2\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+        ]
+    },
+    {
+        "prompt": "dynamic, sideways, medium-shot tracking shot, rendered in the sophisticated 3D style of Pixar animation, captures a chubby chef, wearing a towering white chef's hat, precariously teetering from his running, frantically scrambling through a busy professional restaurant kitchen. The chef's cheeks are round, his eyes wide with panic, his mouth slightly open in an \"O\" shape, and even a few exaggerated beads of sweat splatter across his forehead. He wears a classic double-breasted white chef's coat, tied with a bright red scarf. One hand tightly grasps the handle of a black cast iron frying pan, which jerks violently up and down in his grasp as he clumsily and hurriedly steps. A nearly perfectly round fried egg inside, hilariously sliding across the bottom, seems poised to be flung off at any moment. He leans forward, his short legs desperately running, his other arm flailing comically for balance. The background is a quickly passing stainless steel workbench, racks full of copper pots and large soup pots with rising steam. The whole scene appears particularly clear under the bright and even light from the kitchen ceiling, creating a tense, chaotic and comedic atmosphere.",
+        "seed": 5907,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_2/index_9732_seed_5907_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,
+        "video_score2_vq": 2.96875,
+        "video_score2_ta": 2.109375,
+        "video_score2_mq": 1.4453125,
+        "video_score2_overall": 6.5,
+        "avg": 6.5234375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "dynamic, sideways, medium-shot tracking shot, rendered in the sophisticated 3D style of Pixar animation, captures a chubby chef, wearing a towering white chef's hat, precariously teetering from his running, frantically scrambling through a busy professional restaurant kitchen. The chef's cheeks are round, his eyes wide with panic, his mouth slightly open in an \"O\" shape, and even a few exaggerated beads of sweat splatter across his forehead. He wears a classic double-breasted white chef's coat, tied with a bright red scarf. One hand tightly grasps the handle of a black cast iron frying pan, which jerks violently up and down in his grasp as he clumsily and hurriedly steps. A nearly perfectly round fried egg inside, hilariously sliding across the bottom, seems poised to be flung off at any moment. He leans forward, his short legs desperately running, his other arm flailing comically for balance. The background is a quickly passing stainless steel workbench, racks full of copper pots and large soup pots with rising steam. The whole scene appears particularly clear under the bright and even light from the kitchen ceiling, creating a tense, chaotic and comedic atmosphere.",
+                "token_credit_reward": 6.5,
+                "selected_reward": 6.5,
+                "frame_importance": [
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+                    0.21561583876609802
+                ],
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, sideways, medium-shot tracking shot featuring a chubby chef in a professional restaurant kitchen, wearing a tall white chef's hat, with exaggerated expressions and a frantic cooking sequence. The scene should include a nearly round fried egg sliding in a pan, visible steam, and a kitchen environment with stainless steel surfaces and equipment. The overall mood is tense, chaotic, and comedic.\n\nVisual Quality Assessment:\nThe visuals are acceptable but not outstanding. The rendering is coherent and the character design aligns with a Pixar-like aesthetic, but there are occasional minor artifacts and slight inconsistencies in lighting or shading that prevent a higher score. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall. The video presents the chef, the hat, the kitchen setting, and the general action described. However, some specific details (such as the exact motion of the egg and the precise dynamics of the pan) are not perfectly realized, resulting in a solid but not perfect match (4/5).\n\nPhysical/Common-sense Consistency:\nThere are notable issues with physical realism and common-sense coherence. Some movements and interactions feel exaggerated or inconsistent with real-world physics, reducing believability. Overall, Physical Consistency is limited (2/5).\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 2\n</think>\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 2\n",
+                "hard_scores": {
+                    "VQ": 1,
+                    "TA": 1,
+                    "MQ": 1
+                },
+                "soft_scores": {
+                    "VQ": 2.96875,
+                    "TA": 2.109375,
+                    "MQ": 1.4453125,
+                    "Overall": 6.5
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, sideways, medium-shot tracking shot featuring a chubby chef in a professional restaurant kitchen, wearing a tall white chef's hat, with exaggerated expressions and a frantic cooking sequence. The scene should include a nearly round fried egg sliding in a pan, visible steam, and a kitchen environment with stainless steel surfaces and equipment. The overall mood is tense, chaotic, and comedic.\n\nVisual Quality Assessment:\nThe visuals are acceptable but not outstanding. The rendering is coherent and the character design aligns with a Pixar-like aesthetic, but there are occasional minor artifacts and slight inconsistencies in lighting or shading that prevent a higher score. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall. The video presents the chef, the hat, the kitchen setting, and the general action described. However, some specific details (such as the exact motion of the egg and the precise dynamics of the pan) are not perfectly realized, resulting in a solid but not perfect match (4/5).\n\nPhysical/Common-sense Consistency:\nThere are notable issues with physical realism and common-sense coherence. Some movements and interactions feel exaggerated or inconsistent with real-world physics, reducing believability. Overall, Physical Consistency is limited (2/5).\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 2\n</think>\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 2"
+        ]
+    },
+    {
+        "prompt": "dynamic, sideways, medium-shot tracking shot, rendered in the sophisticated 3D style of Pixar animation, captures a chubby chef, wearing a towering white chef's hat, precariously teetering from his running, frantically scrambling through a busy professional restaurant kitchen. The chef's cheeks are round, his eyes wide with panic, his mouth slightly open in an \"O\" shape, and even a few exaggerated beads of sweat splatter across his forehead. He wears a classic double-breasted white chef's coat, tied with a bright red scarf. One hand tightly grasps the handle of a black cast iron frying pan, which jerks violently up and down in his grasp as he clumsily and hurriedly steps. A nearly perfectly round fried egg inside, hilariously sliding across the bottom, seems poised to be flung off at any moment. He leans forward, his short legs desperately running, his other arm flailing comically for balance. The background is a quickly passing stainless steel workbench, racks full of copper pots and large soup pots with rising steam. The whole scene appears particularly clear under the bright and even light from the kitchen ceiling, creating a tense, chaotic and comedic atmosphere.",
+        "seed": 5908,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_2/index_9732_seed_5908_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,
+        "video_score2_vq": 3.0,
+        "video_score2_ta": 3.046875,
+        "video_score2_mq": 2.59375,
+        "video_score2_overall": 8.625,
+        "avg": 8.640625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "dynamic, sideways, medium-shot tracking shot, rendered in the sophisticated 3D style of Pixar animation, captures a chubby chef, wearing a towering white chef's hat, precariously teetering from his running, frantically scrambling through a busy professional restaurant kitchen. The chef's cheeks are round, his eyes wide with panic, his mouth slightly open in an \"O\" shape, and even a few exaggerated beads of sweat splatter across his forehead. He wears a classic double-breasted white chef's coat, tied with a bright red scarf. One hand tightly grasps the handle of a black cast iron frying pan, which jerks violently up and down in his grasp as he clumsily and hurriedly steps. A nearly perfectly round fried egg inside, hilariously sliding across the bottom, seems poised to be flung off at any moment. He leans forward, his short legs desperately running, his other arm flailing comically for balance. The background is a quickly passing stainless steel workbench, racks full of copper pots and large soup pots with rising steam. The whole scene appears particularly clear under the bright and even light from the kitchen ceiling, creating a tense, chaotic and comedic atmosphere.",
+                "token_credit_reward": 8.625,
+                "selected_reward": 8.625,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, sideways, medium-shot tracking sequence featuring a chubby chef in a professional kitchen, with exaggerated expressions and a frantic mood. In practice, the video presents a stylized 3D chef in a kitchen, but several key elements from the prompt are not realized. The camera motion is largely static rather than a true tracking shot, and the chef’s movement does not convincingly convey running or hurried stepping. While some aspects—such as the white coat, red scarf, and visible steam—are present, the overall depiction diverges from the intended dynamic action and emotional intensity.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The rendering is coherent and lighting remains generally stable, with recognizable textures on clothing and kitchen surfaces. However, there are occasional minor artifacts and slight inconsistencies in shading that prevent a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited. The video captures basic character and setting elements (chef, kitchen, steam), but it fails to deliver the core dynamic actions described (running, frantic scrambling, and a tracking shot). The exaggerated expressions exist but do not compensate for missing narrative movement. Overall alignment is low (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and object interactions within a kitchen context, and the chef’s proportions remain consistent. Nevertheless, the absence of the intended dynamic motion and the mismatch between the described actions and observed behavior introduce mild common-sense inconsistencies. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 2,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.0,
+                    "TA": 3.046875,
+                    "MQ": 2.59375,
+                    "Overall": 8.625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, sideways, medium-shot tracking sequence featuring a chubby chef in a professional kitchen, with exaggerated expressions and a frantic mood. In practice, the video presents a stylized 3D chef in a kitchen, but several key elements from the prompt are not realized. The camera motion is largely static rather than a true tracking shot, and the chef’s movement does not convincingly convey running or hurried stepping. While some aspects—such as the white coat, red scarf, and visible steam—are present, the overall depiction diverges from the intended dynamic action and emotional intensity.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The rendering is coherent and lighting remains generally stable, with recognizable textures on clothing and kitchen surfaces. However, there are occasional minor artifacts and slight inconsistencies in shading that prevent a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited. The video captures basic character and setting elements (chef, kitchen, steam), but it fails to deliver the core dynamic actions described (running, frantic scrambling, and a tracking shot). The exaggerated expressions exist but do not compensate for missing narrative movement. Overall alignment is low (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and object interactions within a kitchen context, and the chef’s proportions remain consistent. Nevertheless, the absence of the intended dynamic motion and the mismatch between the described actions and observed behavior introduce mild common-sense inconsistencies. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "dynamic, sideways, medium-shot tracking shot, rendered in the sophisticated 3D style of Pixar animation, captures a chubby chef, wearing a towering white chef's hat, precariously teetering from his running, frantically scrambling through a busy professional restaurant kitchen. The chef's cheeks are round, his eyes wide with panic, his mouth slightly open in an \"O\" shape, and even a few exaggerated beads of sweat splatter across his forehead. He wears a classic double-breasted white chef's coat, tied with a bright red scarf. One hand tightly grasps the handle of a black cast iron frying pan, which jerks violently up and down in his grasp as he clumsily and hurriedly steps. A nearly perfectly round fried egg inside, hilariously sliding across the bottom, seems poised to be flung off at any moment. He leans forward, his short legs desperately running, his other arm flailing comically for balance. The background is a quickly passing stainless steel workbench, racks full of copper pots and large soup pots with rising steam. The whole scene appears particularly clear under the bright and even light from the kitchen ceiling, creating a tense, chaotic and comedic atmosphere.",
+        "seed": 5909,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_2/index_9732_seed_5909_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,
+        "video_score2_vq": 2.921875,
+        "video_score2_ta": 3.0625,
+        "video_score2_mq": 2.90625,
+        "video_score2_overall": 8.875,
+        "avg": 8.890625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "dynamic, sideways, medium-shot tracking shot, rendered in the sophisticated 3D style of Pixar animation, captures a chubby chef, wearing a towering white chef's hat, precariously teetering from his running, frantically scrambling through a busy professional restaurant kitchen. The chef's cheeks are round, his eyes wide with panic, his mouth slightly open in an \"O\" shape, and even a few exaggerated beads of sweat splatter across his forehead. He wears a classic double-breasted white chef's coat, tied with a bright red scarf. One hand tightly grasps the handle of a black cast iron frying pan, which jerks violently up and down in his grasp as he clumsily and hurriedly steps. A nearly perfectly round fried egg inside, hilariously sliding across the bottom, seems poised to be flung off at any moment. He leans forward, his short legs desperately running, his other arm flailing comically for balance. The background is a quickly passing stainless steel workbench, racks full of copper pots and large soup pots with rising steam. The whole scene appears particularly clear under the bright and even light from the kitchen ceiling, creating a tense, chaotic and comedic atmosphere.",
+                "token_credit_reward": 8.875,
+                "selected_reward": 8.875,
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+                "credit_map_shape": [
+                    3,
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+                    32
+                ],
+                "top_frames": [
+                    2,
+                    1,
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+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, sideways, medium-shot tracking shot featuring a chubby chef in a professional kitchen, wearing a tall white chef's hat, with exaggerated expressions and a frantic cooking sequence. The scene should include visible steam, a black cast iron frying pan, a nearly round fried egg, and a sense of urgency in the chef's movements. The overall intent is a high-energy, comedic kitchen sequence.\n\nVisual Quality Assessment:\nThe visuals are acceptable but not outstanding. The rendering is coherent and the character design aligns with a Pixar-like aesthetic, with readable lighting and shading. However, there are occasional minor artifacts and slight inconsistencies in motion or texture that prevent a higher score. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall. The video presents the chef, the hat, the kitchen setting, steam, and the general action. Some specific prompt details—such as the exact positioning of the pan relative to the egg and certain exaggerated cues—are not perfectly matched, but the core elements and the intended mood are well captured. Overall alignment is good (4/5).\n\nPhysical Consistency / Common-sense:\nThere are notable issues with physical realism and common-sense coherence. The scene exhibits several implausible interactions and exaggerated dynamics that strain basic physics, leading to low believability. Overall, Physical Consistency is poor (2/5).\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 2\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 2
+                },
+                "soft_scores": {
+                    "VQ": 2.921875,
+                    "TA": 3.0625,
+                    "MQ": 2.90625,
+                    "Overall": 8.875
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, sideways, medium-shot tracking shot featuring a chubby chef in a professional kitchen, wearing a tall white chef's hat, with exaggerated expressions and a frantic cooking sequence. The scene should include visible steam, a black cast iron frying pan, a nearly round fried egg, and a sense of urgency in the chef's movements. The overall intent is a high-energy, comedic kitchen sequence.\n\nVisual Quality Assessment:\nThe visuals are acceptable but not outstanding. The rendering is coherent and the character design aligns with a Pixar-like aesthetic, with readable lighting and shading. However, there are occasional minor artifacts and slight inconsistencies in motion or texture that prevent a higher score. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall. The video presents the chef, the hat, the kitchen setting, steam, and the general action. Some specific prompt details—such as the exact positioning of the pan relative to the egg and certain exaggerated cues—are not perfectly matched, but the core elements and the intended mood are well captured. Overall alignment is good (4/5).\n\nPhysical Consistency / Common-sense:\nThere are notable issues with physical realism and common-sense coherence. The scene exhibits several implausible interactions and exaggerated dynamics that strain basic physics, leading to low believability. Overall, Physical Consistency is poor (2/5).\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 2"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_3/index_tensor([6835, 6835])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_3/index_tensor([6835, 6835])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c47f865d7d318e9b2916a35e1942d5b25f922d4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_3/index_tensor([6835, 6835])_group_3_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "An extreme close-up, static shot focuses on the hull of a massive, weathered locomotive, where its cold iron plates present a tapestry of industrial decay. The surface is deeply textured with patches of burnt orange rust, pitted metal, and dark streaks of soot collecting around large, oxidized rivets. From the tight seams between these mighty plates, tiny, vibrant green shoots impossibly begin to push their way through the metal. In a surreal and rapid time-lapse sequence, these shoots rapidly mature into tight buds that swell, then burst, their petals unfolding in a graceful, accelerated dance. The dark, muted backdrop bursts with incredible color: velvety crimson poppies, delicate canary-yellow wildflowers, and deep purple irises, their saturated hues appearing almost luminous against the soft, diffuse light of an overcast sky. The soft light captures the delicate dewy sheen on the petals, highlighting the stark, beautiful contrast between the soft, living plant and the hard, inanimate iron, creating a powerful and poignant atmosphere of magical realism, where vibrant life blooms amidst industrial decay.",
+        "seed": 12767,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_3/index_6835_seed_12767_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,
+        "video_score2_vq": 3.78125,
+        "video_score2_ta": 2.6875,
+        "video_score2_mq": 3.890625,
+        "video_score2_overall": 10.375,
+        "avg": 10.359375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "An extreme close-up, static shot focuses on the hull of a massive, weathered locomotive, where its cold iron plates present a tapestry of industrial decay. The surface is deeply textured with patches of burnt orange rust, pitted metal, and dark streaks of soot collecting around large, oxidized rivets. From the tight seams between these mighty plates, tiny, vibrant green shoots impossibly begin to push their way through the metal. In a surreal and rapid time-lapse sequence, these shoots rapidly mature into tight buds that swell, then burst, their petals unfolding in a graceful, accelerated dance. The dark, muted backdrop bursts with incredible color: velvety crimson poppies, delicate canary-yellow wildflowers, and deep purple irises, their saturated hues appearing almost luminous against the soft, diffuse light of an overcast sky. The soft light captures the delicate dewy sheen on the petals, highlighting the stark, beautiful contrast between the soft, living plant and the hard, inanimate iron, creating a powerful and poignant atmosphere of magical realism, where vibrant life blooms amidst industrial decay.",
+                "token_credit_reward": 10.375,
+                "selected_reward": 10.375,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot focusing on the hull of a massive, weathered locomotive with detailed textures of industrial decay. It envisions tiny green shoots pushing through the metal, followed by a rapid time-lapse as the shoots mature into blooming flowers (crimson poppies, canary-yellow wildflowers, deep purple irises) set against an overcast sky with soft, diffused lighting and a contrast between the living plants and the hard iron. The scene aims for a magical realism feel.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear details on the locomotive plates and visible texture. Lighting remains consistent and colors are vivid, especially the flowers. There is some motion blur in the flower sequences, but it does not dominate the frame. Overall sharpness is good, though not exceptional, and there are no major distortions or artifacts. The sequence maintains coherence across frames, supporting a high-quality impression without claiming perfection.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, weathered metal, and colorful flowers—yet certain aspects are only partially realized. The dynamic progression described in the prompt (rapid growth and blooming) is not convincingly depicted; the frames show a relatively static progression with limited visible growth. The alignment is moderate rather than strong, reflecting partial fulfillment of the imaginative transformation.\n\nPhysical Consistency / Common-sense:\nThe scene presents a plausible interaction between organic growth and industrial texture, with flowers emerging from crevices and around metal surfaces. While the rapid, dramatic transformation is not fully demonstrated, the overall arrangement remains coherent and believable within the concept. The depiction achieves a reasonable level of physical plausibility and common-sense consistency.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 4,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.78125,
+                    "TA": 2.6875,
+                    "MQ": 3.890625,
+                    "Overall": 10.375
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot focusing on the hull of a massive, weathered locomotive with detailed textures of industrial decay. It envisions tiny green shoots pushing through the metal, followed by a rapid time-lapse as the shoots mature into blooming flowers (crimson poppies, canary-yellow wildflowers, deep purple irises) set against an overcast sky with soft, diffused lighting and a contrast between the living plants and the hard iron. The scene aims for a magical realism feel.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear details on the locomotive plates and visible texture. Lighting remains consistent and colors are vivid, especially the flowers. There is some motion blur in the flower sequences, but it does not dominate the frame. Overall sharpness is good, though not exceptional, and there are no major distortions or artifacts. The sequence maintains coherence across frames, supporting a high-quality impression without claiming perfection.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, weathered metal, and colorful flowers—yet certain aspects are only partially realized. The dynamic progression described in the prompt (rapid growth and blooming) is not convincingly depicted; the frames show a relatively static progression with limited visible growth. The alignment is moderate rather than strong, reflecting partial fulfillment of the imaginative transformation.\n\nPhysical Consistency / Common-sense:\nThe scene presents a plausible interaction between organic growth and industrial texture, with flowers emerging from crevices and around metal surfaces. While the rapid, dramatic transformation is not fully demonstrated, the overall arrangement remains coherent and believable within the concept. The depiction achieves a reasonable level of physical plausibility and common-sense consistency.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "An extreme close-up, static shot focuses on the hull of a massive, weathered locomotive, where its cold iron plates present a tapestry of industrial decay. The surface is deeply textured with patches of burnt orange rust, pitted metal, and dark streaks of soot collecting around large, oxidized rivets. From the tight seams between these mighty plates, tiny, vibrant green shoots impossibly begin to push their way through the metal. In a surreal and rapid time-lapse sequence, these shoots rapidly mature into tight buds that swell, then burst, their petals unfolding in a graceful, accelerated dance. The dark, muted backdrop bursts with incredible color: velvety crimson poppies, delicate canary-yellow wildflowers, and deep purple irises, their saturated hues appearing almost luminous against the soft, diffuse light of an overcast sky. The soft light captures the delicate dewy sheen on the petals, highlighting the stark, beautiful contrast between the soft, living plant and the hard, inanimate iron, creating a powerful and poignant atmosphere of magical realism, where vibrant life blooms amidst industrial decay.",
+        "seed": 12768,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_3/index_6835_seed_12768_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,
+        "video_score2_vq": 3.65625,
+        "video_score2_ta": 2.84375,
+        "video_score2_mq": 3.125,
+        "video_score2_overall": 9.625,
+        "avg": 9.625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "An extreme close-up, static shot focuses on the hull of a massive, weathered locomotive, where its cold iron plates present a tapestry of industrial decay. The surface is deeply textured with patches of burnt orange rust, pitted metal, and dark streaks of soot collecting around large, oxidized rivets. From the tight seams between these mighty plates, tiny, vibrant green shoots impossibly begin to push their way through the metal. In a surreal and rapid time-lapse sequence, these shoots rapidly mature into tight buds that swell, then burst, their petals unfolding in a graceful, accelerated dance. The dark, muted backdrop bursts with incredible color: velvety crimson poppies, delicate canary-yellow wildflowers, and deep purple irises, their saturated hues appearing almost luminous against the soft, diffuse light of an overcast sky. The soft light captures the delicate dewy sheen on the petals, highlighting the stark, beautiful contrast between the soft, living plant and the hard, inanimate iron, creating a powerful and poignant atmosphere of magical realism, where vibrant life blooms amidst industrial decay.",
+                "token_credit_reward": 9.625,
+                "selected_reward": 9.625,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up focusing on the hull of a massive, weathered locomotive with detailed textures of industrial decay. It envisions tiny green shoots pushing through the metal, followed by a rapid time-lapse as the shoots mature into blooming flowers (crimson poppies, canary-yellow wildflowers, deep purple irises) set against an overcast sky with soft, diffused lighting and a contrast between the living plants and the hard metal. The overall intent is a surreal blend of decay and renewal, with vivid colors and a magical realism feel.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The close-up framing and the weathered metal texture are clear, and the flowers are well-rendered with good color fidelity. Lighting remains soft and diffuse, and depth-of-field effects are present. However, there are minor inconsistencies in sharpness across frames and occasional slight color or exposure variations, which prevent a top-tier rating. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up focus, weathered metal, and blooming flowers under subdued lighting. However, certain aspects are underrepresented: the rapid time-lapse progression and the specific botanical composition described in the prompt are not fully realized, and some details appear simplified. The alignment is acceptable but not comprehensive, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: flowers emerge from the metal surface in a believable manner, lighting and shadows stay coherent, and the interaction between organic growth and industrial decay reads as credible within the depicted context. There are no obvious violations of basic physics, though the stylized timing and color emphasis introduce a mild artistic liberty. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.65625,
+                    "TA": 2.84375,
+                    "MQ": 3.125,
+                    "Overall": 9.625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up focusing on the hull of a massive, weathered locomotive with detailed textures of industrial decay. It envisions tiny green shoots pushing through the metal, followed by a rapid time-lapse as the shoots mature into blooming flowers (crimson poppies, canary-yellow wildflowers, deep purple irises) set against an overcast sky with soft, diffused lighting and a contrast between the living plants and the hard metal. The overall intent is a surreal blend of decay and renewal, with vivid colors and a magical realism feel.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The close-up framing and the weathered metal texture are clear, and the flowers are well-rendered with good color fidelity. Lighting remains soft and diffuse, and depth-of-field effects are present. However, there are minor inconsistencies in sharpness across frames and occasional slight color or exposure variations, which prevent a top-tier rating. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up focus, weathered metal, and blooming flowers under subdued lighting. However, certain aspects are underrepresented: the rapid time-lapse progression and the specific botanical composition described in the prompt are not fully realized, and some details appear simplified. The alignment is acceptable but not comprehensive, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: flowers emerge from the metal surface in a believable manner, lighting and shadows stay coherent, and the interaction between organic growth and industrial decay reads as credible within the depicted context. There are no obvious violations of basic physics, though the stylized timing and color emphasis introduce a mild artistic liberty. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "An extreme close-up, static shot focuses on the hull of a massive, weathered locomotive, where its cold iron plates present a tapestry of industrial decay. The surface is deeply textured with patches of burnt orange rust, pitted metal, and dark streaks of soot collecting around large, oxidized rivets. From the tight seams between these mighty plates, tiny, vibrant green shoots impossibly begin to push their way through the metal. In a surreal and rapid time-lapse sequence, these shoots rapidly mature into tight buds that swell, then burst, their petals unfolding in a graceful, accelerated dance. The dark, muted backdrop bursts with incredible color: velvety crimson poppies, delicate canary-yellow wildflowers, and deep purple irises, their saturated hues appearing almost luminous against the soft, diffuse light of an overcast sky. The soft light captures the delicate dewy sheen on the petals, highlighting the stark, beautiful contrast between the soft, living plant and the hard, inanimate iron, creating a powerful and poignant atmosphere of magical realism, where vibrant life blooms amidst industrial decay.",
+        "seed": 12769,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_3/index_6835_seed_12769_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,
+        "video_score2_vq": 3.515625,
+        "video_score2_ta": 2.5625,
+        "video_score2_mq": 3.125,
+        "video_score2_overall": 9.1875,
+        "avg": 9.203125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "An extreme close-up, static shot focuses on the hull of a massive, weathered locomotive, where its cold iron plates present a tapestry of industrial decay. The surface is deeply textured with patches of burnt orange rust, pitted metal, and dark streaks of soot collecting around large, oxidized rivets. From the tight seams between these mighty plates, tiny, vibrant green shoots impossibly begin to push their way through the metal. In a surreal and rapid time-lapse sequence, these shoots rapidly mature into tight buds that swell, then burst, their petals unfolding in a graceful, accelerated dance. The dark, muted backdrop bursts with incredible color: velvety crimson poppies, delicate canary-yellow wildflowers, and deep purple irises, their saturated hues appearing almost luminous against the soft, diffuse light of an overcast sky. The soft light captures the delicate dewy sheen on the petals, highlighting the stark, beautiful contrast between the soft, living plant and the hard, inanimate iron, creating a powerful and poignant atmosphere of magical realism, where vibrant life blooms amidst industrial decay.",
+                "token_credit_reward": 9.1875,
+                "selected_reward": 9.1875,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up focusing on the hull of a massive, weathered locomotive with detailed textures of industrial decay. It envisions tiny green shoots pushing through the metal, followed by a rapid time-lapse as the shoots mature into blooming flowers (crimson poppies, yellow wildflowers, deep purple irises) set against an overcast sky and soft lighting. The scene aims for a strong contrast between the living plants and the hard, inanimate iron, conveying a magical realism where life blooms amid decay.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains clear enough to distinguish the locomotive plates, the flora, and the background. Lighting is generally consistent and colors are reasonably saturated, with no obvious distortions or artifacts. However, the overall polish is moderate rather than high-end, and there may be minor inconsistencies in texture detail or motion continuity across frames. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, presence of the locomotive hull, visible weathering textures, and a variety of flowers. Yet key aspects of the prompt are not fully realized: the dynamic growth progression (tiny shoots pushing through metal) and the rapid time-lapse progression are not clearly depicted, and the scene does not strongly convey the intended magical realism. The alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships: the locomotive’s form and weathering look believable, and the flora appears rooted within the space. There are no glaring physical contradictions, though some stylization or timing choices introduce mild deviations from strict realism. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.515625,
+                    "TA": 2.5625,
+                    "MQ": 3.125,
+                    "Overall": 9.1875
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up focusing on the hull of a massive, weathered locomotive with detailed textures of industrial decay. It envisions tiny green shoots pushing through the metal, followed by a rapid time-lapse as the shoots mature into blooming flowers (crimson poppies, yellow wildflowers, deep purple irises) set against an overcast sky and soft lighting. The scene aims for a strong contrast between the living plants and the hard, inanimate iron, conveying a magical realism where life blooms amid decay.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains clear enough to distinguish the locomotive plates, the flora, and the background. Lighting is generally consistent and colors are reasonably saturated, with no obvious distortions or artifacts. However, the overall polish is moderate rather than high-end, and there may be minor inconsistencies in texture detail or motion continuity across frames. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, presence of the locomotive hull, visible weathering textures, and a variety of flowers. Yet key aspects of the prompt are not fully realized: the dynamic growth progression (tiny shoots pushing through metal) and the rapid time-lapse progression are not clearly depicted, and the scene does not strongly convey the intended magical realism. The alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships: the locomotive’s form and weathering look believable, and the flora appears rooted within the space. There are no glaring physical contradictions, though some stylization or timing choices introduce mild deviations from strict realism. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "An extreme close-up, static shot focuses on the hull of a massive, weathered locomotive, where its cold iron plates present a tapestry of industrial decay. The surface is deeply textured with patches of burnt orange rust, pitted metal, and dark streaks of soot collecting around large, oxidized rivets. From the tight seams between these mighty plates, tiny, vibrant green shoots impossibly begin to push their way through the metal. In a surreal and rapid time-lapse sequence, these shoots rapidly mature into tight buds that swell, then burst, their petals unfolding in a graceful, accelerated dance. The dark, muted backdrop bursts with incredible color: velvety crimson poppies, delicate canary-yellow wildflowers, and deep purple irises, their saturated hues appearing almost luminous against the soft, diffuse light of an overcast sky. The soft light captures the delicate dewy sheen on the petals, highlighting the stark, beautiful contrast between the soft, living plant and the hard, inanimate iron, creating a powerful and poignant atmosphere of magical realism, where vibrant life blooms amidst industrial decay.",
+        "seed": 12770,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_3/index_6835_seed_12770_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,
+        "video_score2_vq": 3.765625,
+        "video_score2_ta": 2.546875,
+        "video_score2_mq": 3.859375,
+        "video_score2_overall": 10.1875,
+        "avg": 10.171875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "An extreme close-up, static shot focuses on the hull of a massive, weathered locomotive, where its cold iron plates present a tapestry of industrial decay. The surface is deeply textured with patches of burnt orange rust, pitted metal, and dark streaks of soot collecting around large, oxidized rivets. From the tight seams between these mighty plates, tiny, vibrant green shoots impossibly begin to push their way through the metal. In a surreal and rapid time-lapse sequence, these shoots rapidly mature into tight buds that swell, then burst, their petals unfolding in a graceful, accelerated dance. The dark, muted backdrop bursts with incredible color: velvety crimson poppies, delicate canary-yellow wildflowers, and deep purple irises, their saturated hues appearing almost luminous against the soft, diffuse light of an overcast sky. The soft light captures the delicate dewy sheen on the petals, highlighting the stark, beautiful contrast between the soft, living plant and the hard, inanimate iron, creating a powerful and poignant atmosphere of magical realism, where vibrant life blooms amidst industrial decay.",
+                "token_credit_reward": 10.1875,
+                "selected_reward": 10.1875,
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+                ],
+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    0,
+                    2,
+                    1
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot focusing on the hull of a massive, weathered locomotive with detailed textures of industrial decay. It envisions tiny green shoots pushing through the metal, followed by a rapid time-lapse as they mature into blooming flowers (crimson poppies, delicate yellow wildflowers, deep purple irises) under soft, diffused lighting and an overcast sky, with a vivid contrast between the living plants and the hard iron. The scene aims for a powerful, poetic moment of magical realism.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The close-up framing and depth-of-field feel appropriate, and the colors are vivid with good saturation. Lighting remains consistent and the composition stays coherent throughout. There are minor imperfections—occasional slight softness or subtle noise in some frames—but these do not dominate the viewing experience. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a close-up of a weathered surface with small green shoots and colorful flowers, and it conveys a sense of growth and contrast. However, key elements of the original vision—the massive locomotive hull, the explicit time-lapse progression, and the dramatic industrial setting—are not fully realized. The result is a moderate alignment, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the plants grow from the metal, lighting and shadows are coherent, and there are no obvious violations of basic physics. Some stylization or timing choices may be present, but they do not undermine overall plausibility. This supports a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 4,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.765625,
+                    "TA": 2.546875,
+                    "MQ": 3.859375,
+                    "Overall": 10.1875
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot focusing on the hull of a massive, weathered locomotive with detailed textures of industrial decay. It envisions tiny green shoots pushing through the metal, followed by a rapid time-lapse as they mature into blooming flowers (crimson poppies, delicate yellow wildflowers, deep purple irises) under soft, diffused lighting and an overcast sky, with a vivid contrast between the living plants and the hard iron. The scene aims for a powerful, poetic moment of magical realism.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The close-up framing and depth-of-field feel appropriate, and the colors are vivid with good saturation. Lighting remains consistent and the composition stays coherent throughout. There are minor imperfections—occasional slight softness or subtle noise in some frames—but these do not dominate the viewing experience. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a close-up of a weathered surface with small green shoots and colorful flowers, and it conveys a sense of growth and contrast. However, key elements of the original vision—the massive locomotive hull, the explicit time-lapse progression, and the dramatic industrial setting—are not fully realized. The result is a moderate alignment, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the plants grow from the metal, lighting and shadows are coherent, and there are no obvious violations of basic physics. Some stylization or timing choices may be present, but they do not undermine overall plausibility. This supports a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_4/index_tensor([6593, 6593])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_4/index_tensor([6593, 6593])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e74149de780017089d41d7442331ad6b58556f4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_4/index_tensor([6593, 6593])_group_4_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "slow, majestic ascending shot, starting from a low, ground-level angle, pans across a vibrant park lawn, tinged with a warm golden glow at sunset. A massive, translucent holographic projection, projected onto the manicured grass, displays a real-time, highly dynamic tornado parameter map. Complex meteorological data and isobars, composed of countless luminous blue and white lines, slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm. Each flash briefly casts an ominous red halo on the surrounding grass, creating a stark, surreal contrast against the soft orange, pink, and purple sunset glow on the horizon. As the camera steadily and deliberately ascends, the full scale of this data wonder is gradually revealed, taking in the distant silhouettes of trees and the majestic sunset sky. The scene, caught between the tranquil beauty of nature and the urgency of high-tech, creates an atmosphere of both awe and energy.",
+        "seed": 13238,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_4/index_6593_seed_13238_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,
+        "video_score2_vq": 3.078125,
+        "video_score2_ta": 4.0,
+        "video_score2_mq": 3.765625,
+        "video_score2_overall": 10.8125,
+        "avg": 10.84375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "slow, majestic ascending shot, starting from a low, ground-level angle, pans across a vibrant park lawn, tinged with a warm golden glow at sunset. A massive, translucent holographic projection, projected onto the manicured grass, displays a real-time, highly dynamic tornado parameter map. Complex meteorological data and isobars, composed of countless luminous blue and white lines, slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm. Each flash briefly casts an ominous red halo on the surrounding grass, creating a stark, surreal contrast against the soft orange, pink, and purple sunset glow on the horizon. As the camera steadily and deliberately ascends, the full scale of this data wonder is gradually revealed, taking in the distant silhouettes of trees and the majestic sunset sky. The scene, caught between the tranquil beauty of nature and the urgency of high-tech, creates an atmosphere of both awe and energy.",
+                "token_credit_reward": 10.8125,
+                "selected_reward": 10.8125,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow, majestic ascending shot starting from a low, ground-level angle, panning across a vibrant park lawn with a warm golden glow at sunset. A massive, translucent holographic projection on the grass displays a real-time, highly dynamic tornado parameter map with complex meteorological data and isobars composed of luminous blue and white lines that slowly rotate in three-dimensional space. The core should pulse with a vibrant red light at an intense rhythm, casting an ominous red halo on the surrounding grass against a sunset sky, with the camera steadily revealing the full scale as distant trees appear and the scene blends nature with high-tech visualization.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The resolution is adequate and the holographic elements are clearly rendered with distinct color contrasts (blue/white vs red). The sunset gradient is smooth and the grass texture remains readable. There are no major artifacts or distortions, and transitions feel coherent. However, there are occasional minor inconsistencies in the holographic patterns across frames and slight fluctuations in brightness, which prevent a perfect top-tier score. On balance, Visual Quality aligns with a 4.\n\nText-to-Video Alignment Assessment:\nThe video largely follows the prompt: the slow ascent, the ground-level start, the vibrant lawn, and the sunset ambiance are present. The holographic tornado visualization is prominent and the core dynamics are conveyed. Some aspects—such as the precise synchronization of the holographic rotation with the camera motion and the intensity of the red flashes—are not perfectly matched throughout, but the overall alignment remains strong. This corresponds to a Text-to-Video Alignment score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the hologram sits above the grass, lighting interactions are believable, and the spatial arrangement supports a coherent narrative. There are minor inconsistencies in how the holographic elements interact with lighting and perspective across frames, yet they do not break immersion. Overall, Physical/Common-sense Consistency is rated 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+                "hard_scores": {
+                    "VQ": 4,
+                    "TA": 4,
+                    "MQ": 4
+                },
+                "soft_scores": {
+                    "VQ": 3.078125,
+                    "TA": 4.0,
+                    "MQ": 3.765625,
+                    "Overall": 10.8125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow, majestic ascending shot starting from a low, ground-level angle, panning across a vibrant park lawn with a warm golden glow at sunset. A massive, translucent holographic projection on the grass displays a real-time, highly dynamic tornado parameter map with complex meteorological data and isobars composed of luminous blue and white lines that slowly rotate in three-dimensional space. The core should pulse with a vibrant red light at an intense rhythm, casting an ominous red halo on the surrounding grass against a sunset sky, with the camera steadily revealing the full scale as distant trees appear and the scene blends nature with high-tech visualization.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The resolution is adequate and the holographic elements are clearly rendered with distinct color contrasts (blue/white vs red). The sunset gradient is smooth and the grass texture remains readable. There are no major artifacts or distortions, and transitions feel coherent. However, there are occasional minor inconsistencies in the holographic patterns across frames and slight fluctuations in brightness, which prevent a perfect top-tier score. On balance, Visual Quality aligns with a 4.\n\nText-to-Video Alignment Assessment:\nThe video largely follows the prompt: the slow ascent, the ground-level start, the vibrant lawn, and the sunset ambiance are present. The holographic tornado visualization is prominent and the core dynamics are conveyed. Some aspects—such as the precise synchronization of the holographic rotation with the camera motion and the intensity of the red flashes—are not perfectly matched throughout, but the overall alignment remains strong. This corresponds to a Text-to-Video Alignment score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the hologram sits above the grass, lighting interactions are believable, and the spatial arrangement supports a coherent narrative. There are minor inconsistencies in how the holographic elements interact with lighting and perspective across frames, yet they do not break immersion. Overall, Physical/Common-sense Consistency is rated 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+        ]
+    },
+    {
+        "prompt": "slow, majestic ascending shot, starting from a low, ground-level angle, pans across a vibrant park lawn, tinged with a warm golden glow at sunset. A massive, translucent holographic projection, projected onto the manicured grass, displays a real-time, highly dynamic tornado parameter map. Complex meteorological data and isobars, composed of countless luminous blue and white lines, slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm. Each flash briefly casts an ominous red halo on the surrounding grass, creating a stark, surreal contrast against the soft orange, pink, and purple sunset glow on the horizon. As the camera steadily and deliberately ascends, the full scale of this data wonder is gradually revealed, taking in the distant silhouettes of trees and the majestic sunset sky. The scene, caught between the tranquil beauty of nature and the urgency of high-tech, creates an atmosphere of both awe and energy.",
+        "seed": 13239,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_4/index_6593_seed_13239_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,
+        "video_score2_vq": 2.75,
+        "video_score2_ta": 3.25,
+        "video_score2_mq": 2.984375,
+        "video_score2_overall": 9.0,
+        "avg": 8.984375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "slow, majestic ascending shot, starting from a low, ground-level angle, pans across a vibrant park lawn, tinged with a warm golden glow at sunset. A massive, translucent holographic projection, projected onto the manicured grass, displays a real-time, highly dynamic tornado parameter map. Complex meteorological data and isobars, composed of countless luminous blue and white lines, slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm. Each flash briefly casts an ominous red halo on the surrounding grass, creating a stark, surreal contrast against the soft orange, pink, and purple sunset glow on the horizon. As the camera steadily and deliberately ascends, the full scale of this data wonder is gradually revealed, taking in the distant silhouettes of trees and the majestic sunset sky. The scene, caught between the tranquil beauty of nature and the urgency of high-tech, creates an atmosphere of both awe and energy.",
+                "token_credit_reward": 9.0,
+                "selected_reward": 9.0,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow, majestic ascending shot starting from a low, ground-level angle, panning across a vibrant park lawn with a warm golden glow at sunset. A massive, translucent holographic projection on the grass displays a real-time, highly dynamic tornado parameter map with complex meteorological data and isobars composed of luminous blue and white lines that slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm, each flash briefly casting an ominous red halo on the surrounding grass. The scene should show a gradual reveal of the full scale with distant tree silhouettes and a majestic sunset sky, balancing tranquil nature with high-tech urgency.\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and colors are reasonably saturated, yet there are occasional minor artifacts and slight inconsistencies in the holographic overlays. The tornado visualization has decent detail, but some frames exhibit mild aliasing or edge softness around the projection. Lighting remains generally stable, though a few frames show minor exposure shifts. The composition stays coherent, but the overall polish is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a low-angle start, a vibrant sunset palette, and a prominent holographic tornado display. However, certain aspects are only partially realized: the camera motion is present but not consistently smooth; the holographic projection is visible but its integration with the environment could be more seamless; the 3D rotation of the data streams is suggested but not always convincingly demonstrated; the red-light core and its halo appear intermittently rather than as a continuous, synchronized cue. Overall, alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting, with the holographic elements appearing above the grass in a manner that reads as a digital overlay. There are no glaring physical contradictions, and the interaction between projection and environment feels believable within a stylized context. Some minor inconsistencies exist (e.g., occasional misalignment of the projection with the terrain or subtle mismatches in shadow behavior), but they do not severely undermine overall coherence.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.75,
+                    "TA": 3.25,
+                    "MQ": 2.984375,
+                    "Overall": 9.0
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow, majestic ascending shot starting from a low, ground-level angle, panning across a vibrant park lawn with a warm golden glow at sunset. A massive, translucent holographic projection on the grass displays a real-time, highly dynamic tornado parameter map with complex meteorological data and isobars composed of luminous blue and white lines that slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm, each flash briefly casting an ominous red halo on the surrounding grass. The scene should show a gradual reveal of the full scale with distant tree silhouettes and a majestic sunset sky, balancing tranquil nature with high-tech urgency.\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and colors are reasonably saturated, yet there are occasional minor artifacts and slight inconsistencies in the holographic overlays. The tornado visualization has decent detail, but some frames exhibit mild aliasing or edge softness around the projection. Lighting remains generally stable, though a few frames show minor exposure shifts. The composition stays coherent, but the overall polish is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a low-angle start, a vibrant sunset palette, and a prominent holographic tornado display. However, certain aspects are only partially realized: the camera motion is present but not consistently smooth; the holographic projection is visible but its integration with the environment could be more seamless; the 3D rotation of the data streams is suggested but not always convincingly demonstrated; the red-light core and its halo appear intermittently rather than as a continuous, synchronized cue. Overall, alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting, with the holographic elements appearing above the grass in a manner that reads as a digital overlay. There are no glaring physical contradictions, and the interaction between projection and environment feels believable within a stylized context. Some minor inconsistencies exist (e.g., occasional misalignment of the projection with the terrain or subtle mismatches in shadow behavior), but they do not severely undermine overall coherence.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, majestic ascending shot starting from a low, ground-level angle, panning across a vibrant park lawn with a warm golden glow at sunset. A massive, translucent holographic projection is projected onto the grass, displaying a real-time, highly dynamic tornado parameter map. Complex meteorological data and isobars, composed of countless luminous blue and white lines, slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm. Each flash briefly casts an ominous red halo on the surrounding grass, creating a stark, surreal contrast against the soft orange, pink, and purple sunset glow on the horizon. As the camera steadily and deliberately ascends, the full scale of this data wonder is gradually revealed, taking in the distant silhouettes of trees and the majestic sunset sky. The scene aims to capture the tension between natural tranquility and high-tech urgency.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the holographic tornado visualization, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance that prevent a higher rating. The sequence remains coherent, with smooth transitions and stable composition, though it does not reach exceptional visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, slow ascent; a vibrant park setting with a sunset ambiance; a large holographic projection of a tornado parameter map; blue-and-white isobars and a central red core; rotation in three dimensions; and the red flashes with halos. Some aspects—such as the exact pacing of the camera motion and the precise timing of the holographic dynamics—are present but not perfectly synchronized, leaving room for minor deviations while preserving the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The visualization blends scientific metaphor with artistic interpretation, presenting plausible meteorological cues within a stylized holographic framework. While the depiction conveys the intended concept effectively, certain details (e.g., the intensity of the red core, the speed of rotation, and the interaction of light with the grass) are stylized rather than strictly physically accurate, which is acceptable given the artistic aim.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.53125,
+                    "TA": 3.078125,
+                    "MQ": 3.1875,
+                    "Overall": 9.8125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, majestic ascending shot starting from a low, ground-level angle, panning across a vibrant park lawn with a warm golden glow at sunset. A massive, translucent holographic projection is projected onto the grass, displaying a real-time, highly dynamic tornado parameter map. Complex meteorological data and isobars, composed of countless luminous blue and white lines, slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm. Each flash briefly casts an ominous red halo on the surrounding grass, creating a stark, surreal contrast against the soft orange, pink, and purple sunset glow on the horizon. As the camera steadily and deliberately ascends, the full scale of this data wonder is gradually revealed, taking in the distant silhouettes of trees and the majestic sunset sky. The scene aims to capture the tension between natural tranquility and high-tech urgency.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the holographic tornado visualization, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance that prevent a higher rating. The sequence remains coherent, with smooth transitions and stable composition, though it does not reach exceptional visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, slow ascent; a vibrant park setting with a sunset ambiance; a large holographic projection of a tornado parameter map; blue-and-white isobars and a central red core; rotation in three dimensions; and the red flashes with halos. Some aspects—such as the exact pacing of the camera motion and the precise timing of the holographic dynamics—are present but not perfectly synchronized, leaving room for minor deviations while preserving the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The visualization blends scientific metaphor with artistic interpretation, presenting plausible meteorological cues within a stylized holographic framework. While the depiction conveys the intended concept effectively, certain details (e.g., the intensity of the red core, the speed of rotation, and the interaction of light with the grass) are stylized rather than strictly physically accurate, which is acceptable given the artistic aim.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "slow, majestic ascending shot, starting from a low, ground-level angle, pans across a vibrant park lawn, tinged with a warm golden glow at sunset. A massive, translucent holographic projection, projected onto the manicured grass, displays a real-time, highly dynamic tornado parameter map. Complex meteorological data and isobars, composed of countless luminous blue and white lines, slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm. Each flash briefly casts an ominous red halo on the surrounding grass, creating a stark, surreal contrast against the soft orange, pink, and purple sunset glow on the horizon. As the camera steadily and deliberately ascends, the full scale of this data wonder is gradually revealed, taking in the distant silhouettes of trees and the majestic sunset sky. The scene, caught between the tranquil beauty of nature and the urgency of high-tech, creates an atmosphere of both awe and energy.",
+        "seed": 13241,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_4/index_6593_seed_13241_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,
+        "video_score2_vq": 3.390625,
+        "video_score2_ta": 2.96875,
+        "video_score2_mq": 3.1875,
+        "video_score2_overall": 9.5625,
+        "avg": 9.546875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "slow, majestic ascending shot, starting from a low, ground-level angle, pans across a vibrant park lawn, tinged with a warm golden glow at sunset. A massive, translucent holographic projection, projected onto the manicured grass, displays a real-time, highly dynamic tornado parameter map. Complex meteorological data and isobars, composed of countless luminous blue and white lines, slowly rotate in three-dimensional space. The core of this digital structure, representing the extreme danger zone, pulses with a vibrant red light at an intense rhythm. Each flash briefly casts an ominous red halo on the surrounding grass, creating a stark, surreal contrast against the soft orange, pink, and purple sunset glow on the horizon. As the camera steadily and deliberately ascends, the full scale of this data wonder is gradually revealed, taking in the distant silhouettes of trees and the majestic sunset sky. The scene, caught between the tranquil beauty of nature and the urgency of high-tech, creates an atmosphere of both awe and energy.",
+                "token_credit_reward": 9.5625,
+                "selected_reward": 9.5625,
+                "frame_importance": [
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+                ],
+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    0,
+                    2,
+                    1
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow, majestic ascending shot starting from a low, ground-level angle, panning across a vibrant park lawn with a warm golden glow at sunset. A massive, translucent holographic projection on the grass displays a real-time, highly dynamic tornado parameter map with complex meteorological data and isobars composed of luminous blue and white lines that slowly rotate in three-dimensional space. The core should pulse with vibrant red light at an intense rhythm, casting an ominous red halo on the surrounding grass against a soft orange, pink, and purple sunset glow. The camera should steadily reveal the full scale as it moves upward, including distant tree silhouettes and the majestic sunset sky, balancing natural tranquility with high-tech urgency.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the holographic tornado, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance that prevent a higher rating. The sequence remains coherent, with smooth transitions and stable composition, though not exceptional in fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, slow ascent; a vibrant park setting with sunset hues; a large holographic projection on the grass; a rotating, three-dimensional tornado visualization with blue-white lines; a central red-pulsing core; and the intended contrast between natural scenery and high-tech display. Some aspects—such as the precise timing of the rotation and the intensity of the red flashes—are present but not perfectly synchronized throughout the sequence, which accounts for the minor deviations from perfection.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, with the holographic elements integrated in a believable manner. There are no glaring physical contradictions, but subtle inconsistencies in depth cues or interaction realism prevent a higher score.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.390625,
+                    "TA": 2.96875,
+                    "MQ": 3.1875,
+                    "Overall": 9.5625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow, majestic ascending shot starting from a low, ground-level angle, panning across a vibrant park lawn with a warm golden glow at sunset. A massive, translucent holographic projection on the grass displays a real-time, highly dynamic tornado parameter map with complex meteorological data and isobars composed of luminous blue and white lines that slowly rotate in three-dimensional space. The core should pulse with vibrant red light at an intense rhythm, casting an ominous red halo on the surrounding grass against a soft orange, pink, and purple sunset glow. The camera should steadily reveal the full scale as it moves upward, including distant tree silhouettes and the majestic sunset sky, balancing natural tranquility with high-tech urgency.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the holographic tornado, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance that prevent a higher rating. The sequence remains coherent, with smooth transitions and stable composition, though not exceptional in fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, slow ascent; a vibrant park setting with sunset hues; a large holographic projection on the grass; a rotating, three-dimensional tornado visualization with blue-white lines; a central red-pulsing core; and the intended contrast between natural scenery and high-tech display. Some aspects—such as the precise timing of the rotation and the intensity of the red flashes—are present but not perfectly synchronized throughout the sequence, which accounts for the minor deviations from perfection.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, with the holographic elements integrated in a believable manner. There are no glaring physical contradictions, but subtle inconsistencies in depth cues or interaction realism prevent a higher score.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_6/index_tensor([8785, 8785])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_6/index_tensor([8785, 8785])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..588e79b0773b8d0d7554ab65ecfb86929ee8670e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_6/index_tensor([8785, 8785])_group_6_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "static, eye-level wide-angle shot captures a scene of profound tranquility: a pair of majestic horses stand motionless in the center of a vast, rolling meadow. Their powerful, muscular forms are rendered as dark, sharp silhouettes against the emerging dawn light. One horse, a sturdy stallion with a thick, flowing mane, holds his head high, alert, while his companion stands close, slightly turned to the side, creating a quiet companionship. The entire field is drenched in morning dew, with individual, glistening dewdrops clinging like tiny gemstones to each blade of tall, vibrant green grass. A thin, low mist clings to the ground, gently swirling around their hooves and softening the distant trees on the horizon. The scene is dramatically backlit by the rising sun, which casts a brilliant, warm orange glow that bleeds into the soft pink and cool blue sky above, creating a striking rim light that delicately outlines the horses' powerful frame. They remain completely still, the only perceptible movement being the soft, rhythmic puffs of their warm breath crystallizing into visible vapor in the fresh, cool air, enhancing the overall atmosphere of tranquility, breathtaking, almost sacred stillness.",
+        "seed": 28658,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_6/index_8785_seed_28658_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,
+        "video_score2_vq": 3.3125,
+        "video_score2_ta": 3.453125,
+        "video_score2_mq": 3.375,
+        "video_score2_overall": 10.125,
+        "avg": 10.140625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "static, eye-level wide-angle shot captures a scene of profound tranquility: a pair of majestic horses stand motionless in the center of a vast, rolling meadow. Their powerful, muscular forms are rendered as dark, sharp silhouettes against the emerging dawn light. One horse, a sturdy stallion with a thick, flowing mane, holds his head high, alert, while his companion stands close, slightly turned to the side, creating a quiet companionship. The entire field is drenched in morning dew, with individual, glistening dewdrops clinging like tiny gemstones to each blade of tall, vibrant green grass. A thin, low mist clings to the ground, gently swirling around their hooves and softening the distant trees on the horizon. The scene is dramatically backlit by the rising sun, which casts a brilliant, warm orange glow that bleeds into the soft pink and cool blue sky above, creating a striking rim light that delicately outlines the horses' powerful frame. They remain completely still, the only perceptible movement being the soft, rhythmic puffs of their warm breath crystallizing into visible vapor in the fresh, cool air, enhancing the overall atmosphere of tranquility, breathtaking, almost sacred stillness.",
+                "token_credit_reward": 10.125,
+                "selected_reward": 10.125,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot featuring two majestic horses in a vast meadow at dawn, with one horse holding its head high and alert while the other stands close, dew-covered grass, a thin mist, and a dramatic sunrise backlighting the scene. The video largely follows these elements but does not fully realize the level of atmospheric detail or the precise interplay of light and mist described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, but there is noticeable softness and some loss of fine detail, especially in distant background elements. The sequence appears relatively static with limited motion between frames, contributing to a flatter sense of depth. No major distortions or artifacts are evident, and color grading remains stable across frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements—two horses in a meadow, dawn lighting, and a backlit silhouette—are present. However, certain atmospheric nuances such as pronounced dew on blades of grass and a more pronounced mist swirl are underrepresented, and the horses’ poses do not consistently match the described alert stance. Despite these gaps, the main components align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general anatomy appear plausible, and the backlighting is believable. Yet subtle inconsistencies exist in limb positioning and the interaction of mist and dew with the scene, which prevent a higher level of realism. Overall, the scene remains coherent and plausible, but not perfectly aligned with real-world expectations.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.3125,
+                    "TA": 3.453125,
+                    "MQ": 3.375,
+                    "Overall": 10.125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot featuring two majestic horses in a vast meadow at dawn, with one horse holding its head high and alert while the other stands close, dew-covered grass, a thin mist, and a dramatic sunrise backlighting the scene. The video largely follows these elements but does not fully realize the level of atmospheric detail or the precise interplay of light and mist described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, but there is noticeable softness and some loss of fine detail, especially in distant background elements. The sequence appears relatively static with limited motion between frames, contributing to a flatter sense of depth. No major distortions or artifacts are evident, and color grading remains stable across frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements—two horses in a meadow, dawn lighting, and a backlit silhouette—are present. However, certain atmospheric nuances such as pronounced dew on blades of grass and a more pronounced mist swirl are underrepresented, and the horses’ poses do not consistently match the described alert stance. Despite these gaps, the main components align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general anatomy appear plausible, and the backlighting is believable. Yet subtle inconsistencies exist in limb positioning and the interaction of mist and dew with the scene, which prevent a higher level of realism. Overall, the scene remains coherent and plausible, but not perfectly aligned with real-world expectations.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "static, eye-level wide-angle shot captures a scene of profound tranquility: a pair of majestic horses stand motionless in the center of a vast, rolling meadow. Their powerful, muscular forms are rendered as dark, sharp silhouettes against the emerging dawn light. One horse, a sturdy stallion with a thick, flowing mane, holds his head high, alert, while his companion stands close, slightly turned to the side, creating a quiet companionship. The entire field is drenched in morning dew, with individual, glistening dewdrops clinging like tiny gemstones to each blade of tall, vibrant green grass. A thin, low mist clings to the ground, gently swirling around their hooves and softening the distant trees on the horizon. The scene is dramatically backlit by the rising sun, which casts a brilliant, warm orange glow that bleeds into the soft pink and cool blue sky above, creating a striking rim light that delicately outlines the horses' powerful frame. They remain completely still, the only perceptible movement being the soft, rhythmic puffs of their warm breath crystallizing into visible vapor in the fresh, cool air, enhancing the overall atmosphere of tranquility, breathtaking, almost sacred stillness.",
+        "seed": 28659,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_6/index_8785_seed_28659_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,
+        "video_score2_vq": 3.609375,
+        "video_score2_ta": 3.390625,
+        "video_score2_mq": 3.609375,
+        "video_score2_overall": 10.625,
+        "avg": 10.609375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "static, eye-level wide-angle shot captures a scene of profound tranquility: a pair of majestic horses stand motionless in the center of a vast, rolling meadow. Their powerful, muscular forms are rendered as dark, sharp silhouettes against the emerging dawn light. One horse, a sturdy stallion with a thick, flowing mane, holds his head high, alert, while his companion stands close, slightly turned to the side, creating a quiet companionship. The entire field is drenched in morning dew, with individual, glistening dewdrops clinging like tiny gemstones to each blade of tall, vibrant green grass. A thin, low mist clings to the ground, gently swirling around their hooves and softening the distant trees on the horizon. The scene is dramatically backlit by the rising sun, which casts a brilliant, warm orange glow that bleeds into the soft pink and cool blue sky above, creating a striking rim light that delicately outlines the horses' powerful frame. They remain completely still, the only perceptible movement being the soft, rhythmic puffs of their warm breath crystallizing into visible vapor in the fresh, cool air, enhancing the overall atmosphere of tranquility, breathtaking, almost sacred stillness.",
+                "token_credit_reward": 10.625,
+                "selected_reward": 10.625,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot featuring two majestic horses in a vast, rolling meadow at dawn. The scene emphasizes dark, sharp silhouettes against emerging light, with one horse holding its head high and alert while the other stands close, creating a quiet companionship. The field is depicted as dew-drenched, with glistening dewdrops on blades of tall, vibrant green grass. A thin, low mist clings to the ground, softly swirling around the horses' hooves, and the distant trees on the horizon are bathed in dramatic backlighting from the rising sun, producing a warm orange glow that blends with cooler sky tones and delicate rim lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the composition remains stable, with consistent lighting and color grading that evokes a dawn mood. There is some atmospheric haze and mild softness that contribute to the scene's depth, yet there are no obvious distortions or artifacts. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt: two horses in a wide meadow at dawn, with a tranquil, still mood and a backlit silhouette against a warm sky. The scene captures the essential composition and lighting, including the mist and the general atmosphere. However, certain fine-grained details—such as precise mane dynamics, exact positioning nuances, and the visibility of individual dewdrops—are not fully realized. The alignment is strong overall, with minor gaps in exact detail rendering.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships among horses, terrain, and lighting. Proportions, stance, and interaction appear believable, and the environmental cues (mist, dew, backlighting) support a coherent, physically plausible moment. While the overall coherence is solid, there may be small inconsistencies in micro-behaviors or environmental interactions that prevent a perfect match to real-world expectations.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.609375,
+                    "TA": 3.390625,
+                    "MQ": 3.609375,
+                    "Overall": 10.625
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot featuring two majestic horses in a vast, rolling meadow at dawn. The scene emphasizes dark, sharp silhouettes against emerging light, with one horse holding its head high and alert while the other stands close, creating a quiet companionship. The field is depicted as dew-drenched, with glistening dewdrops on blades of tall, vibrant green grass. A thin, low mist clings to the ground, softly swirling around the horses' hooves, and the distant trees on the horizon are bathed in dramatic backlighting from the rising sun, producing a warm orange glow that blends with cooler sky tones and delicate rim lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the composition remains stable, with consistent lighting and color grading that evokes a dawn mood. There is some atmospheric haze and mild softness that contribute to the scene's depth, yet there are no obvious distortions or artifacts. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt: two horses in a wide meadow at dawn, with a tranquil, still mood and a backlit silhouette against a warm sky. The scene captures the essential composition and lighting, including the mist and the general atmosphere. However, certain fine-grained details—such as precise mane dynamics, exact positioning nuances, and the visibility of individual dewdrops—are not fully realized. The alignment is strong overall, with minor gaps in exact detail rendering.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships among horses, terrain, and lighting. Proportions, stance, and interaction appear believable, and the environmental cues (mist, dew, backlighting) support a coherent, physically plausible moment. While the overall coherence is solid, there may be small inconsistencies in micro-behaviors or environmental interactions that prevent a perfect match to real-world expectations.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "static, eye-level wide-angle shot captures a scene of profound tranquility: a pair of majestic horses stand motionless in the center of a vast, rolling meadow. Their powerful, muscular forms are rendered as dark, sharp silhouettes against the emerging dawn light. One horse, a sturdy stallion with a thick, flowing mane, holds his head high, alert, while his companion stands close, slightly turned to the side, creating a quiet companionship. The entire field is drenched in morning dew, with individual, glistening dewdrops clinging like tiny gemstones to each blade of tall, vibrant green grass. A thin, low mist clings to the ground, gently swirling around their hooves and softening the distant trees on the horizon. The scene is dramatically backlit by the rising sun, which casts a brilliant, warm orange glow that bleeds into the soft pink and cool blue sky above, creating a striking rim light that delicately outlines the horses' powerful frame. They remain completely still, the only perceptible movement being the soft, rhythmic puffs of their warm breath crystallizing into visible vapor in the fresh, cool air, enhancing the overall atmosphere of tranquility, breathtaking, almost sacred stillness.",
+        "seed": 28660,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_6/index_8785_seed_28660_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,
+        "video_score2_vq": 3.5,
+        "video_score2_ta": 3.328125,
+        "video_score2_mq": 3.609375,
+        "video_score2_overall": 10.4375,
+        "avg": 10.4375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "static, eye-level wide-angle shot captures a scene of profound tranquility: a pair of majestic horses stand motionless in the center of a vast, rolling meadow. Their powerful, muscular forms are rendered as dark, sharp silhouettes against the emerging dawn light. One horse, a sturdy stallion with a thick, flowing mane, holds his head high, alert, while his companion stands close, slightly turned to the side, creating a quiet companionship. The entire field is drenched in morning dew, with individual, glistening dewdrops clinging like tiny gemstones to each blade of tall, vibrant green grass. A thin, low mist clings to the ground, gently swirling around their hooves and softening the distant trees on the horizon. The scene is dramatically backlit by the rising sun, which casts a brilliant, warm orange glow that bleeds into the soft pink and cool blue sky above, creating a striking rim light that delicately outlines the horses' powerful frame. They remain completely still, the only perceptible movement being the soft, rhythmic puffs of their warm breath crystallizing into visible vapor in the fresh, cool air, enhancing the overall atmosphere of tranquility, breathtaking, almost sacred stillness.",
+                "token_credit_reward": 10.4375,
+                "selected_reward": 10.4375,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot featuring two majestic horses in a vast, rolling meadow at dawn. The scene emphasizes a tranquil mood with precise details such as morning dew, a misty atmosphere, and dramatic backlighting from the rising sun. The horses are depicted as dark silhouettes with specific postures and interactions, and the overall composition aims for a sense of stillness and atmospheric depth.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the lighting conveys a dawn ambiance, yet there is a noticeable softness and mild haziness that reduce crispness. The color grading yields a pleasant gradient from warm tones near the horizon to cooler blues higher up, and the contrast between the dark horses and the bright sky remains readable. There are no obvious distortions or artifacts, and the sequence appears stable with minimal camera shake. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt: a static, eye-level wide view; two horses present; a vast meadow; dawn lighting; and a tranquil mood. The horses appear motionless and are positioned centrally within the frame, with one horse showing a more alert posture and the other slightly turned, suggesting companionship. The atmospheric effects—mist, dew hints, and backlighting—are present and contribute to the intended ambience. While some fine-grained details (e.g., exact mane flow, precise dew visibility) may be softened by the overall softness, the overall alignment remains strong and coherent with the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible equine anatomy and spatial relationships, with consistent lighting and environmental cues that support a dawn setting. The mist, dew, and backlighting behave in a physically plausible manner, and there are no evident inconsistencies in scale or interaction. The overall common-sense coherence is solid, though the soft rendering introduces minor ambiguities in fine-grained texture and motion cues.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.5,
+                    "TA": 3.328125,
+                    "MQ": 3.609375,
+                    "Overall": 10.4375
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot featuring two majestic horses in a vast, rolling meadow at dawn. The scene emphasizes a tranquil mood with precise details such as morning dew, a misty atmosphere, and dramatic backlighting from the rising sun. The horses are depicted as dark silhouettes with specific postures and interactions, and the overall composition aims for a sense of stillness and atmospheric depth.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the lighting conveys a dawn ambiance, yet there is a noticeable softness and mild haziness that reduce crispness. The color grading yields a pleasant gradient from warm tones near the horizon to cooler blues higher up, and the contrast between the dark horses and the bright sky remains readable. There are no obvious distortions or artifacts, and the sequence appears stable with minimal camera shake. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt: a static, eye-level wide view; two horses present; a vast meadow; dawn lighting; and a tranquil mood. The horses appear motionless and are positioned centrally within the frame, with one horse showing a more alert posture and the other slightly turned, suggesting companionship. The atmospheric effects—mist, dew hints, and backlighting—are present and contribute to the intended ambience. While some fine-grained details (e.g., exact mane flow, precise dew visibility) may be softened by the overall softness, the overall alignment remains strong and coherent with the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible equine anatomy and spatial relationships, with consistent lighting and environmental cues that support a dawn setting. The mist, dew, and backlighting behave in a physically plausible manner, and there are no evident inconsistencies in scale or interaction. The overall common-sense coherence is solid, though the soft rendering introduces minor ambiguities in fine-grained texture and motion cues.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "static, eye-level wide-angle shot captures a scene of profound tranquility: a pair of majestic horses stand motionless in the center of a vast, rolling meadow. Their powerful, muscular forms are rendered as dark, sharp silhouettes against the emerging dawn light. One horse, a sturdy stallion with a thick, flowing mane, holds his head high, alert, while his companion stands close, slightly turned to the side, creating a quiet companionship. The entire field is drenched in morning dew, with individual, glistening dewdrops clinging like tiny gemstones to each blade of tall, vibrant green grass. A thin, low mist clings to the ground, gently swirling around their hooves and softening the distant trees on the horizon. The scene is dramatically backlit by the rising sun, which casts a brilliant, warm orange glow that bleeds into the soft pink and cool blue sky above, creating a striking rim light that delicately outlines the horses' powerful frame. They remain completely still, the only perceptible movement being the soft, rhythmic puffs of their warm breath crystallizing into visible vapor in the fresh, cool air, enhancing the overall atmosphere of tranquility, breathtaking, almost sacred stillness.",
+        "seed": 28661,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_6/index_8785_seed_28661_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,
+        "video_score2_vq": 3.765625,
+        "video_score2_ta": 3.078125,
+        "video_score2_mq": 3.3125,
+        "video_score2_overall": 10.125,
+        "avg": 10.15625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "static, eye-level wide-angle shot captures a scene of profound tranquility: a pair of majestic horses stand motionless in the center of a vast, rolling meadow. Their powerful, muscular forms are rendered as dark, sharp silhouettes against the emerging dawn light. One horse, a sturdy stallion with a thick, flowing mane, holds his head high, alert, while his companion stands close, slightly turned to the side, creating a quiet companionship. The entire field is drenched in morning dew, with individual, glistening dewdrops clinging like tiny gemstones to each blade of tall, vibrant green grass. A thin, low mist clings to the ground, gently swirling around their hooves and softening the distant trees on the horizon. The scene is dramatically backlit by the rising sun, which casts a brilliant, warm orange glow that bleeds into the soft pink and cool blue sky above, creating a striking rim light that delicately outlines the horses' powerful frame. They remain completely still, the only perceptible movement being the soft, rhythmic puffs of their warm breath crystallizing into visible vapor in the fresh, cool air, enhancing the overall atmosphere of tranquility, breathtaking, almost sacred stillness.",
+                "token_credit_reward": 10.125,
+                "selected_reward": 10.125,
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+                ],
+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    2,
+                    0,
+                    1
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle scene featuring two majestic horses in a vast meadow at dawn, with one horse holding its head high and alert while the other stands nearby; the field is dew-drenched and the sky shows a dramatic sunrise with rim lighting. In the actual video, the composition aligns with the general idea but several key details are not fully realized. The two horses are present and largely stationary, and the meadow setting is evident, but the precise dawn mood and atmospheric effects are underrepresented. The head-up posture and alert stance of one horse are not clearly conveyed, and the dew and rim-light nuances are not strongly depicted. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the horses and landscape, with consistent lighting and minimal artifacts. However, the sequence appears quite static across frames, giving a sense of limited motion and reduced dynamism. While there are no obvious distortions or blurriness, the overall visual impact is tempered by the lack of movement and atmospheric depth. This yields a moderate level of visual quality rather than a high-fidelity, dynamic presentation.\n\nText-to-Video Alignment Analysis:\nThe video captures the core elements—two horses in a meadow with a dawn-like palette—but several specific prompt details are not convincingly realized. The head-high, alert posture of one horse is not clearly depicted, and the atmospheric nuances (dew, rim lighting) are understated. The result reflects a moderate degree of alignment between the prompt and the video.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships, with natural proportions and positioning. The absence of motion does not introduce physical inconsistencies, though it reduces the perceived realism of a living scene. Overall, physical consistency remains acceptable but not exceptional.\n\nOverall assessment:\nAcross all three dimensions, the evaluation indicates a moderate level of fidelity and coherence, with room for improvement in dynamic expression and atmospheric detail.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.765625,
+                    "TA": 3.078125,
+                    "MQ": 3.3125,
+                    "Overall": 10.125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle scene featuring two majestic horses in a vast meadow at dawn, with one horse holding its head high and alert while the other stands nearby; the field is dew-drenched and the sky shows a dramatic sunrise with rim lighting. In the actual video, the composition aligns with the general idea but several key details are not fully realized. The two horses are present and largely stationary, and the meadow setting is evident, but the precise dawn mood and atmospheric effects are underrepresented. The head-up posture and alert stance of one horse are not clearly conveyed, and the dew and rim-light nuances are not strongly depicted. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the horses and landscape, with consistent lighting and minimal artifacts. However, the sequence appears quite static across frames, giving a sense of limited motion and reduced dynamism. While there are no obvious distortions or blurriness, the overall visual impact is tempered by the lack of movement and atmospheric depth. This yields a moderate level of visual quality rather than a high-fidelity, dynamic presentation.\n\nText-to-Video Alignment Analysis:\nThe video captures the core elements—two horses in a meadow with a dawn-like palette—but several specific prompt details are not convincingly realized. The head-high, alert posture of one horse is not clearly depicted, and the atmospheric nuances (dew, rim lighting) are understated. The result reflects a moderate degree of alignment between the prompt and the video.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships, with natural proportions and positioning. The absence of motion does not introduce physical inconsistencies, though it reduces the perceived realism of a living scene. Overall, physical consistency remains acceptable but not exceptional.\n\nOverall assessment:\nAcross all three dimensions, the evaluation indicates a moderate level of fidelity and coherence, with room for improvement in dynamic expression and atmospheric detail.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_7/index_tensor([7235, 7235])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_7/index_tensor([7235, 7235])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c039733f505c459a5375ad54dbcb43a96db26a4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_7/index_tensor([7235, 7235])_group_7_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "medium shot, shot from a slightly upward angle, slowly pans forward, focusing on a general kneeling on one knee on a dusky battlefield. His bronzed face is flushed from the fierce battle, his thick, tangled auburn beard matted with smoke and blood. Beneath his furrowed brow and clenched teeth, his eyes are a fusion of intense pain and unyielding determination. Clad in a suit of dark golden metal armor, scarred and dented, he clutches his leather-gauntleted right hand against his bleeding left arm. Crimson blood seeps uncontrollably between his fingers, staining the seams of his arm armor and the charred earth beneath. He kneels on the muddy battlefield, surrounded by broken weapons and tattered flags. A dark sky, thick with smoke, rises in the background, and the outline of a crumbling city wall looms in the distant sunset. Though his body trembles slightly from blood loss and exhaustion, he maintains a resolute and upright stance, maintaining a final dose of dignity. A ray of blood-red light from the setting sun penetrates the smoke and dust, shining obliquely on him, coating the cold armor with a layer of tragic warm color, and also lengthening his lonely and tenacious figure. The whole picture is filled with a desolate and epic atmosphere.",
+        "seed": 29618,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_7/index_7235_seed_29618_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,
+        "video_score2_vq": 3.390625,
+        "video_score2_ta": 3.484375,
+        "video_score2_mq": 3.859375,
+        "video_score2_overall": 10.75,
+        "avg": 10.734375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "medium shot, shot from a slightly upward angle, slowly pans forward, focusing on a general kneeling on one knee on a dusky battlefield. His bronzed face is flushed from the fierce battle, his thick, tangled auburn beard matted with smoke and blood. Beneath his furrowed brow and clenched teeth, his eyes are a fusion of intense pain and unyielding determination. Clad in a suit of dark golden metal armor, scarred and dented, he clutches his leather-gauntleted right hand against his bleeding left arm. Crimson blood seeps uncontrollably between his fingers, staining the seams of his arm armor and the charred earth beneath. He kneels on the muddy battlefield, surrounded by broken weapons and tattered flags. A dark sky, thick with smoke, rises in the background, and the outline of a crumbling city wall looms in the distant sunset. Though his body trembles slightly from blood loss and exhaustion, he maintains a resolute and upright stance, maintaining a final dose of dignity. A ray of blood-red light from the setting sun penetrates the smoke and dust, shining obliquely on him, coating the cold armor with a layer of tragic warm color, and also lengthening his lonely and tenacious figure. The whole picture is filled with a desolate and epic atmosphere.",
+                "token_credit_reward": 10.75,
+                "selected_reward": 10.75,
+                "frame_importance": [
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+                    0.2793520390987396
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a forward slow pan, focusing on a general kneeling on one knee on a dusky battlefield. The scene should show a bronze-faced warrior with a thick auburn beard, wearing dark golden metal armor that is scarred and dented, clutching a leather-gauntleted right hand against a bleeding left arm. Blood should be seeping between fingers, staining the armor and the charred earth. The setting should include a dark sky with smoke, a distant crumbling city wall, and a ray of blood-red light from the setting sun, creating a desolate and epic atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the armor details are discernible, yet there are occasional minor softness or compression artifacts that prevent a pristine look. Lighting and color grading convey a moody battlefield vibe, but some frames show slight inconsistencies in contrast or color balance. Overall, the visual quality is good and coherent, but not at the highest level.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a kneeling general, a battlefield setting, and a somber mood — and the armor appears weathered as described. However, several key specifics diverge: the beard color reads more brown than auburn, the lighting emphasizes a warmer sunset tone rather than a pronounced blood-red ray, and the precise hand/arm arrangement differs from the prompt. These gaps indicate moderate misalignment overall.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy, armor fit, and environmental interactions, with no glaring physical implausibilities. Some minor inconsistencies exist in fine-grained hand positioning and lighting cues, which slightly temper realism but do not break coherence. Overall, physical consistency is acceptable and coherent.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 4,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.390625,
+                    "TA": 3.484375,
+                    "MQ": 3.859375,
+                    "Overall": 10.75
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a forward slow pan, focusing on a general kneeling on one knee on a dusky battlefield. The scene should show a bronze-faced warrior with a thick auburn beard, wearing dark golden metal armor that is scarred and dented, clutching a leather-gauntleted right hand against a bleeding left arm. Blood should be seeping between fingers, staining the armor and the charred earth. The setting should include a dark sky with smoke, a distant crumbling city wall, and a ray of blood-red light from the setting sun, creating a desolate and epic atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the armor details are discernible, yet there are occasional minor softness or compression artifacts that prevent a pristine look. Lighting and color grading convey a moody battlefield vibe, but some frames show slight inconsistencies in contrast or color balance. Overall, the visual quality is good and coherent, but not at the highest level.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a kneeling general, a battlefield setting, and a somber mood — and the armor appears weathered as described. However, several key specifics diverge: the beard color reads more brown than auburn, the lighting emphasizes a warmer sunset tone rather than a pronounced blood-red ray, and the precise hand/arm arrangement differs from the prompt. These gaps indicate moderate misalignment overall.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy, armor fit, and environmental interactions, with no glaring physical implausibilities. Some minor inconsistencies exist in fine-grained hand positioning and lighting cues, which slightly temper realism but do not break coherence. Overall, physical consistency is acceptable and coherent.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "medium shot, shot from a slightly upward angle, slowly pans forward, focusing on a general kneeling on one knee on a dusky battlefield. His bronzed face is flushed from the fierce battle, his thick, tangled auburn beard matted with smoke and blood. Beneath his furrowed brow and clenched teeth, his eyes are a fusion of intense pain and unyielding determination. Clad in a suit of dark golden metal armor, scarred and dented, he clutches his leather-gauntleted right hand against his bleeding left arm. Crimson blood seeps uncontrollably between his fingers, staining the seams of his arm armor and the charred earth beneath. He kneels on the muddy battlefield, surrounded by broken weapons and tattered flags. A dark sky, thick with smoke, rises in the background, and the outline of a crumbling city wall looms in the distant sunset. Though his body trembles slightly from blood loss and exhaustion, he maintains a resolute and upright stance, maintaining a final dose of dignity. A ray of blood-red light from the setting sun penetrates the smoke and dust, shining obliquely on him, coating the cold armor with a layer of tragic warm color, and also lengthening his lonely and tenacious figure. The whole picture is filled with a desolate and epic atmosphere.",
+        "seed": 29619,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_7/index_7235_seed_29619_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,
+        "video_score2_vq": 3.546875,
+        "video_score2_ta": 3.3125,
+        "video_score2_mq": 3.90625,
+        "video_score2_overall": 10.75,
+        "avg": 10.765625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "medium shot, shot from a slightly upward angle, slowly pans forward, focusing on a general kneeling on one knee on a dusky battlefield. His bronzed face is flushed from the fierce battle, his thick, tangled auburn beard matted with smoke and blood. Beneath his furrowed brow and clenched teeth, his eyes are a fusion of intense pain and unyielding determination. Clad in a suit of dark golden metal armor, scarred and dented, he clutches his leather-gauntleted right hand against his bleeding left arm. Crimson blood seeps uncontrollably between his fingers, staining the seams of his arm armor and the charred earth beneath. He kneels on the muddy battlefield, surrounded by broken weapons and tattered flags. A dark sky, thick with smoke, rises in the background, and the outline of a crumbling city wall looms in the distant sunset. Though his body trembles slightly from blood loss and exhaustion, he maintains a resolute and upright stance, maintaining a final dose of dignity. A ray of blood-red light from the setting sun penetrates the smoke and dust, shining obliquely on him, coating the cold armor with a layer of tragic warm color, and also lengthening his lonely and tenacious figure. The whole picture is filled with a desolate and epic atmosphere.",
+                "token_credit_reward": 10.75,
+                "selected_reward": 10.75,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a forward slow pan, focusing on a general kneeling on one knee on a dusky battlefield. The scene should show a bronze-faced warrior with a thick auburn beard, wearing dark golden metal armor that is scarred and dented, clutching a leather-gauntleted right hand against a bleeding left arm. Blood should be seeping between fingers, staining the armor and the charred earth. The setting should include a dark sky with smoke, a crumbling city wall in the distance, and a ray of blood-red light from the setting sun, creating a desolate and epic atmosphere.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear detail in the armor, facial features, and background elements. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic action. Overall, visual quality is strong but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt — a kneeling general, a battlefield setting, and visible armor with a weathered appearance. Yet crucial narrative cues are missing or underdeveloped: there is no evident forward camera movement, and the dramatic lighting described (the blood-red sun ray) is not present. The alignment is moderate, reflecting partial fulfillment of the prompt rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, armor fit, and environmental details, with coherent spatial relationships. The absence of the intended dramatic lighting and motion cues introduces mild inconsistencies with the vivid description, resulting in a moderate level of common-sense coherence.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 4,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.546875,
+                    "TA": 3.3125,
+                    "MQ": 3.90625,
+                    "Overall": 10.75
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a forward slow pan, focusing on a general kneeling on one knee on a dusky battlefield. The scene should show a bronze-faced warrior with a thick auburn beard, wearing dark golden metal armor that is scarred and dented, clutching a leather-gauntleted right hand against a bleeding left arm. Blood should be seeping between fingers, staining the armor and the charred earth. The setting should include a dark sky with smoke, a crumbling city wall in the distance, and a ray of blood-red light from the setting sun, creating a desolate and epic atmosphere.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear detail in the armor, facial features, and background elements. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic action. Overall, visual quality is strong but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt — a kneeling general, a battlefield setting, and visible armor with a weathered appearance. Yet crucial narrative cues are missing or underdeveloped: there is no evident forward camera movement, and the dramatic lighting described (the blood-red sun ray) is not present. The alignment is moderate, reflecting partial fulfillment of the prompt rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, armor fit, and environmental details, with coherent spatial relationships. The absence of the intended dramatic lighting and motion cues introduces mild inconsistencies with the vivid description, resulting in a moderate level of common-sense coherence.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "medium shot, shot from a slightly upward angle, slowly pans forward, focusing on a general kneeling on one knee on a dusky battlefield. His bronzed face is flushed from the fierce battle, his thick, tangled auburn beard matted with smoke and blood. Beneath his furrowed brow and clenched teeth, his eyes are a fusion of intense pain and unyielding determination. Clad in a suit of dark golden metal armor, scarred and dented, he clutches his leather-gauntleted right hand against his bleeding left arm. Crimson blood seeps uncontrollably between his fingers, staining the seams of his arm armor and the charred earth beneath. He kneels on the muddy battlefield, surrounded by broken weapons and tattered flags. A dark sky, thick with smoke, rises in the background, and the outline of a crumbling city wall looms in the distant sunset. Though his body trembles slightly from blood loss and exhaustion, he maintains a resolute and upright stance, maintaining a final dose of dignity. A ray of blood-red light from the setting sun penetrates the smoke and dust, shining obliquely on him, coating the cold armor with a layer of tragic warm color, and also lengthening his lonely and tenacious figure. The whole picture is filled with a desolate and epic atmosphere.",
+        "seed": 29620,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_7/index_7235_seed_29620_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,
+        "video_score2_vq": 3.453125,
+        "video_score2_ta": 3.390625,
+        "video_score2_mq": 4.0,
+        "video_score2_overall": 10.875,
+        "avg": 10.84375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "medium shot, shot from a slightly upward angle, slowly pans forward, focusing on a general kneeling on one knee on a dusky battlefield. His bronzed face is flushed from the fierce battle, his thick, tangled auburn beard matted with smoke and blood. Beneath his furrowed brow and clenched teeth, his eyes are a fusion of intense pain and unyielding determination. Clad in a suit of dark golden metal armor, scarred and dented, he clutches his leather-gauntleted right hand against his bleeding left arm. Crimson blood seeps uncontrollably between his fingers, staining the seams of his arm armor and the charred earth beneath. He kneels on the muddy battlefield, surrounded by broken weapons and tattered flags. A dark sky, thick with smoke, rises in the background, and the outline of a crumbling city wall looms in the distant sunset. Though his body trembles slightly from blood loss and exhaustion, he maintains a resolute and upright stance, maintaining a final dose of dignity. A ray of blood-red light from the setting sun penetrates the smoke and dust, shining obliquely on him, coating the cold armor with a layer of tragic warm color, and also lengthening his lonely and tenacious figure. The whole picture is filled with a desolate and epic atmosphere.",
+                "token_credit_reward": 10.875,
+                "selected_reward": 10.875,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a forward slow pan, focusing on a general kneeling on one knee on a dusky battlefield. The scene should show a bronze-faced warrior with a thick auburn beard, furrowed brow, and a determined expression. He wears dark golden metal armor that is scarred and dented, clutching a leather-gauntleted right hand against a bleeding left arm. Blood should be seeping between fingers, staining the armor and the charred earth. The setting includes a dark sky with smoke, a crumbling city wall in the distance, and a ray of crimson light from the setting sun, creating a desolate and epic atmosphere.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear detail in the armor, facial features, and background elements. Lighting and color grading contribute to a cinematic feel, and there are no obvious artifacts or distortions. However, the sequence appears relatively static across frames, with limited motion and camera movement, which reduces the sense of dynamic action. Overall, the visuals are strong but not flawless, aligning with a high-but-not-perfect score.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt — a medium shot, a slightly elevated angle, a forward-facing focus, and a general kneeling on one knee on a dusky battlefield — and the character’s bronze complexion, beard, furrowed brow, and a determined expression. The armor reads as metallic and weathered, and the scene includes a dark sky with smoke and a distant city silhouette. Some details, such as the precise hand/arm interaction and the exact intensity of the emotional cues, are not perfectly matched, resulting in a strong but not perfect alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical relationships: the armor fits naturally, the kneeling posture is plausible, and environmental elements (dust, smoke, lighting) behave consistently with the setting. There are minor ambiguities in the exact hand positioning and the dynamics of blood flow, but these do not undermine overall plausibility. The depiction remains credible and coherent, though not absolutely flawless in every micro-detail.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 4\nPhysical Consistency: 4\n\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+                "hard_scores": {
+                    "VQ": 4,
+                    "TA": 4,
+                    "MQ": 4
+                },
+                "soft_scores": {
+                    "VQ": 3.453125,
+                    "TA": 3.390625,
+                    "MQ": 4.0,
+                    "Overall": 10.875
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a forward slow pan, focusing on a general kneeling on one knee on a dusky battlefield. The scene should show a bronze-faced warrior with a thick auburn beard, furrowed brow, and a determined expression. He wears dark golden metal armor that is scarred and dented, clutching a leather-gauntleted right hand against a bleeding left arm. Blood should be seeping between fingers, staining the armor and the charred earth. The setting includes a dark sky with smoke, a crumbling city wall in the distance, and a ray of crimson light from the setting sun, creating a desolate and epic atmosphere.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear detail in the armor, facial features, and background elements. Lighting and color grading contribute to a cinematic feel, and there are no obvious artifacts or distortions. However, the sequence appears relatively static across frames, with limited motion and camera movement, which reduces the sense of dynamic action. Overall, the visuals are strong but not flawless, aligning with a high-but-not-perfect score.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt — a medium shot, a slightly elevated angle, a forward-facing focus, and a general kneeling on one knee on a dusky battlefield — and the character’s bronze complexion, beard, furrowed brow, and a determined expression. The armor reads as metallic and weathered, and the scene includes a dark sky with smoke and a distant city silhouette. Some details, such as the precise hand/arm interaction and the exact intensity of the emotional cues, are not perfectly matched, resulting in a strong but not perfect alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical relationships: the armor fits naturally, the kneeling posture is plausible, and environmental elements (dust, smoke, lighting) behave consistently with the setting. There are minor ambiguities in the exact hand positioning and the dynamics of blood flow, but these do not undermine overall plausibility. The depiction remains credible and coherent, though not absolutely flawless in every micro-detail.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 4\nPhysical Consistency: 4\n\n</think>\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+        ]
+    },
+    {
+        "prompt": "medium shot, shot from a slightly upward angle, slowly pans forward, focusing on a general kneeling on one knee on a dusky battlefield. His bronzed face is flushed from the fierce battle, his thick, tangled auburn beard matted with smoke and blood. Beneath his furrowed brow and clenched teeth, his eyes are a fusion of intense pain and unyielding determination. Clad in a suit of dark golden metal armor, scarred and dented, he clutches his leather-gauntleted right hand against his bleeding left arm. Crimson blood seeps uncontrollably between his fingers, staining the seams of his arm armor and the charred earth beneath. He kneels on the muddy battlefield, surrounded by broken weapons and tattered flags. A dark sky, thick with smoke, rises in the background, and the outline of a crumbling city wall looms in the distant sunset. Though his body trembles slightly from blood loss and exhaustion, he maintains a resolute and upright stance, maintaining a final dose of dignity. A ray of blood-red light from the setting sun penetrates the smoke and dust, shining obliquely on him, coating the cold armor with a layer of tragic warm color, and also lengthening his lonely and tenacious figure. The whole picture is filled with a desolate and epic atmosphere.",
+        "seed": 29621,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_7/index_7235_seed_29621_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,
+        "video_score2_vq": 3.265625,
+        "video_score2_ta": 3.609375,
+        "video_score2_mq": 3.25,
+        "video_score2_overall": 10.125,
+        "avg": 10.125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "medium shot, shot from a slightly upward angle, slowly pans forward, focusing on a general kneeling on one knee on a dusky battlefield. His bronzed face is flushed from the fierce battle, his thick, tangled auburn beard matted with smoke and blood. Beneath his furrowed brow and clenched teeth, his eyes are a fusion of intense pain and unyielding determination. Clad in a suit of dark golden metal armor, scarred and dented, he clutches his leather-gauntleted right hand against his bleeding left arm. Crimson blood seeps uncontrollably between his fingers, staining the seams of his arm armor and the charred earth beneath. He kneels on the muddy battlefield, surrounded by broken weapons and tattered flags. A dark sky, thick with smoke, rises in the background, and the outline of a crumbling city wall looms in the distant sunset. Though his body trembles slightly from blood loss and exhaustion, he maintains a resolute and upright stance, maintaining a final dose of dignity. A ray of blood-red light from the setting sun penetrates the smoke and dust, shining obliquely on him, coating the cold armor with a layer of tragic warm color, and also lengthening his lonely and tenacious figure. The whole picture is filled with a desolate and epic atmosphere.",
+                "token_credit_reward": 10.125,
+                "selected_reward": 10.125,
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+                ],
+                "credit_map_shape": [
+                    3,
+                    26,
+                    32
+                ],
+                "top_frames": [
+                    2,
+                    0,
+                    1
+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-shot scene featuring a general kneeling on one knee on a dusky battlefield. The subject has a bronze, battle-tinted face with a thick, tangled auburn beard matted by smoke and blood. The eyes convey intense pain and unyielding determination, and the character wears a suit of dark golden metal armor that appears scarred and dented. He clutches his leather-gauntleted right hand against his bleeding left arm, with crimson blood seeping between the fingers and staining the armor and charred earth. The setting includes a dark sky with smoke, a crumbling city wall in the distance, and a desolate, epic atmosphere. A ray of blood-red light from the setting sun is described as penetrating the smoke and dust to illuminate the scene.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor softness and slight noise in some frames. The sequence remains coherent and stable, with no major distortions or abrupt changes, though it does not reach high-end cinematic sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a kneeling general, a dusky battlefield, bronze-toned facial features, a thick auburn beard, visible scars on the armor, and the general's grip on his arm. The emotional intensity and the general's upright, dignified posture align with the description. Some finer details—such as precise hand positioning and exact timing of the pan—are present but not perfectly matched, resulting in a solid but not perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and physics, with believable armor weight and gravity effects. However, there are minor inconsistencies in fine-grained hand/arm articulation and subtle motion cues that prevent a higher score.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.265625,
+                    "TA": 3.609375,
+                    "MQ": 3.25,
+                    "Overall": 10.125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-shot scene featuring a general kneeling on one knee on a dusky battlefield. The subject has a bronze, battle-tinted face with a thick, tangled auburn beard matted by smoke and blood. The eyes convey intense pain and unyielding determination, and the character wears a suit of dark golden metal armor that appears scarred and dented. He clutches his leather-gauntleted right hand against his bleeding left arm, with crimson blood seeping between the fingers and staining the armor and charred earth. The setting includes a dark sky with smoke, a crumbling city wall in the distance, and a desolate, epic atmosphere. A ray of blood-red light from the setting sun is described as penetrating the smoke and dust to illuminate the scene.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor softness and slight noise in some frames. The sequence remains coherent and stable, with no major distortions or abrupt changes, though it does not reach high-end cinematic sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a kneeling general, a dusky battlefield, bronze-toned facial features, a thick auburn beard, visible scars on the armor, and the general's grip on his arm. The emotional intensity and the general's upright, dignified posture align with the description. Some finer details—such as precise hand positioning and exact timing of the pan—are present but not perfectly matched, resulting in a solid but not perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and physics, with believable armor weight and gravity effects. However, there are minor inconsistencies in fine-grained hand/arm articulation and subtle motion cues that prevent a higher score.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_8/index_tensor([5025, 5025])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_8/index_tensor([5025, 5025])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..54c0508a30daa0c3143ace7e04616258252cccdb
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_8/index_tensor([5025, 5025])_group_8_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a mid-shot at eye level, a massive ornate portrait on a stone wall in a dim, smoke-filled room, with swirling gray smoke, flickering warm light from a candelabra, rich dark oil painting with age cracks, a powerful sorcerer with a long white beard, deep intelligent eyes, and stern features. The scene should show shifting shading and masterful brushwork, eyes following the viewer, high-speed slow motion, magical energy around the frame, and a tense, mysterious atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The ornate frame details are visible, yet some areas appear soft or slightly blurred, and the smoke effects introduce softness that reduces crispness. The lighting transitions are present but not consistently smooth, and the magical energy effects read as stylized rather than fully integrated with the scene. The sequence remains coherent, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large ornate portrait on a stone wall, a dimly lit, smoke-filled room, swirling gray smoke, and a candelabra providing warm light. The portrait shows a long white beard, deep eyes, and stern features, with rich dark oil painting and visible age cracks. The dynamic aspects such as shifting shading, the eyes following the viewer, and the high-speed slow motion are conveyed through the progression, though some nuances may be less pronounced. The magical energy around the frame is present but not as prominent as described. Overall, the alignment closely follows the prompt with only minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, with the portrait framed realistically and shadows behaving coherently. However, the magical energy effects introduce non-physical elements that are visually plausible within a fantasy context but deviate from real-world physics, resulting in a balanced overall coherence.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.28125,
+                    "TA": 3.796875,
+                    "MQ": 3.15625,
+                    "Overall": 10.25
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a mid-shot at eye level, a massive ornate portrait on a stone wall in a dim, smoke-filled room, with swirling gray smoke, flickering warm light from a candelabra, rich dark oil painting with age cracks, a powerful sorcerer with a long white beard, deep intelligent eyes, and stern features. The scene should show shifting shading and masterful brushwork, eyes following the viewer, high-speed slow motion, magical energy around the frame, and a tense, mysterious atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The ornate frame details are visible, yet some areas appear soft or slightly blurred, and the smoke effects introduce softness that reduces crispness. The lighting transitions are present but not consistently smooth, and the magical energy effects read as stylized rather than fully integrated with the scene. The sequence remains coherent, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large ornate portrait on a stone wall, a dimly lit, smoke-filled room, swirling gray smoke, and a candelabra providing warm light. The portrait shows a long white beard, deep eyes, and stern features, with rich dark oil painting and visible age cracks. The dynamic aspects such as shifting shading, the eyes following the viewer, and the high-speed slow motion are conveyed through the progression, though some nuances may be less pronounced. The magical energy around the frame is present but not as prominent as described. Overall, the alignment closely follows the prompt with only minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, with the portrait framed realistically and shadows behaving coherently. However, the magical energy effects introduce non-physical elements that are visually plausible within a fantasy context but deviate from real-world physics, resulting in a balanced overall coherence.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "mid-shot shot, shot at eye level, slowly illuminates a massive ancestral portrait hung on the stone wall of a dimly lit, smoke-filled room. Swirling tendrils of gray smoke fill the air, catching the flickering warm light from a candelabra just outside the frame. Painted in rich, dark oils, now cracked with age, the portrait depicts a powerful ancestral sorcerer with a long, flowing white beard, deep, intelligent eyes, and stern features. Thanks to shifting shading and masterful brushwork, his eyes create an unsettling illusion, appearing to follow the viewer's every move. The entire scene is captured in high-speed slow motion, a choice that makes the supernatural elements immediately apparent. A magical energy subtly bursts around the portrait's heavy, ornately carved dark wood frame; faint, ethereal arcs of purple and electric blue burst forth, tracing intricate, fleeting patterns along the texture before fading. The simple yet focused cinematography ensures that every minute detail - from the texture of the ancient canvas to the sharp, bright glow of each magical spark - is captured with surreal clarity, creating a tense, mysterious atmosphere where latent powers feel dangerously awake.",
+        "seed": 31379,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_8/index_5025_seed_31379_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,
+        "video_score2_vq": 3.234375,
+        "video_score2_ta": 3.90625,
+        "video_score2_mq": 3.109375,
+        "video_score2_overall": 10.25,
+        "avg": 10.25,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "mid-shot shot, shot at eye level, slowly illuminates a massive ancestral portrait hung on the stone wall of a dimly lit, smoke-filled room. Swirling tendrils of gray smoke fill the air, catching the flickering warm light from a candelabra just outside the frame. Painted in rich, dark oils, now cracked with age, the portrait depicts a powerful ancestral sorcerer with a long, flowing white beard, deep, intelligent eyes, and stern features. Thanks to shifting shading and masterful brushwork, his eyes create an unsettling illusion, appearing to follow the viewer's every move. The entire scene is captured in high-speed slow motion, a choice that makes the supernatural elements immediately apparent. A magical energy subtly bursts around the portrait's heavy, ornately carved dark wood frame; faint, ethereal arcs of purple and electric blue burst forth, tracing intricate, fleeting patterns along the texture before fading. The simple yet focused cinematography ensures that every minute detail - from the texture of the ancient canvas to the sharp, bright glow of each magical spark - is captured with surreal clarity, creating a tense, mysterious atmosphere where latent powers feel dangerously awake.",
+                "token_credit_reward": 10.25,
+                "selected_reward": 10.25,
+                "frame_importance": [
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+                    0.5615424513816833,
+                    0.21413926780223846
+                ],
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a mid-shot at eye level, a massive ornate portrait on a stone wall in a dim, smoke-filled room, with swirling gray smoke, flickering warm light from a candelabra outside the frame, rich dark oil painting with age cracks, a powerful sorcerer with a long white beard, deep intelligent eyes, and stern features. The scene should show shifting shading and masterful brushwork, eyes following the viewer, high-speed slow motion, magical energy around the frame, and a tense, mysterious atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable artifacts and some inconsistencies in the magical effects. The lighting and contrast are not perfectly stable across shots, and the energy effects can appear slightly artificial or uneven. The smoke and atmospheric elements are present but do not consistently blend with the scene, contributing to a sense of mild visual discord rather than seamless cohesion.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a mid-shot at eye level, a large ornate portrait on a stone wall, a dimly lit, smoke-filled room, swirling gray smoke, and a candelabra visible on the side. The portrait shows a long white beard, deep eyes, and stern features, with rich dark oil painting and subtle shifting shading. The supernatural energy around the frame and the overall tense atmosphere align well with the description. Minor deviations exist in the precise dynamics of the magical effects and the timing of the slow-motion feel, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, but there are occasional inconsistencies in how the magical energy interacts with the environment and in the timing of effects. Some lighting transitions and the integration of the energy with the surroundings feel slightly artificial, reducing the sense of natural causality while preserving the intended supernatural mood.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.234375,
+                    "TA": 3.90625,
+                    "MQ": 3.109375,
+                    "Overall": 10.25
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a mid-shot at eye level, a massive ornate portrait on a stone wall in a dim, smoke-filled room, with swirling gray smoke, flickering warm light from a candelabra outside the frame, rich dark oil painting with age cracks, a powerful sorcerer with a long white beard, deep intelligent eyes, and stern features. The scene should show shifting shading and masterful brushwork, eyes following the viewer, high-speed slow motion, magical energy around the frame, and a tense, mysterious atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable artifacts and some inconsistencies in the magical effects. The lighting and contrast are not perfectly stable across shots, and the energy effects can appear slightly artificial or uneven. The smoke and atmospheric elements are present but do not consistently blend with the scene, contributing to a sense of mild visual discord rather than seamless cohesion.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a mid-shot at eye level, a large ornate portrait on a stone wall, a dimly lit, smoke-filled room, swirling gray smoke, and a candelabra visible on the side. The portrait shows a long white beard, deep eyes, and stern features, with rich dark oil painting and subtle shifting shading. The supernatural energy around the frame and the overall tense atmosphere align well with the description. Minor deviations exist in the precise dynamics of the magical effects and the timing of the slow-motion feel, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, but there are occasional inconsistencies in how the magical energy interacts with the environment and in the timing of effects. Some lighting transitions and the integration of the energy with the surroundings feel slightly artificial, reducing the sense of natural causality while preserving the intended supernatural mood.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "mid-shot shot, shot at eye level, slowly illuminates a massive ancestral portrait hung on the stone wall of a dimly lit, smoke-filled room. Swirling tendrils of gray smoke fill the air, catching the flickering warm light from a candelabra just outside the frame. Painted in rich, dark oils, now cracked with age, the portrait depicts a powerful ancestral sorcerer with a long, flowing white beard, deep, intelligent eyes, and stern features. Thanks to shifting shading and masterful brushwork, his eyes create an unsettling illusion, appearing to follow the viewer's every move. The entire scene is captured in high-speed slow motion, a choice that makes the supernatural elements immediately apparent. A magical energy subtly bursts around the portrait's heavy, ornately carved dark wood frame; faint, ethereal arcs of purple and electric blue burst forth, tracing intricate, fleeting patterns along the texture before fading. The simple yet focused cinematography ensures that every minute detail - from the texture of the ancient canvas to the sharp, bright glow of each magical spark - is captured with surreal clarity, creating a tense, mysterious atmosphere where latent powers feel dangerously awake.",
+        "seed": 31380,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_8/index_5025_seed_31380_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,
+        "video_score2_vq": 3.28125,
+        "video_score2_ta": 3.84375,
+        "video_score2_mq": 3.1875,
+        "video_score2_overall": 10.3125,
+        "avg": 10.3125,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "mid-shot shot, shot at eye level, slowly illuminates a massive ancestral portrait hung on the stone wall of a dimly lit, smoke-filled room. Swirling tendrils of gray smoke fill the air, catching the flickering warm light from a candelabra just outside the frame. Painted in rich, dark oils, now cracked with age, the portrait depicts a powerful ancestral sorcerer with a long, flowing white beard, deep, intelligent eyes, and stern features. Thanks to shifting shading and masterful brushwork, his eyes create an unsettling illusion, appearing to follow the viewer's every move. The entire scene is captured in high-speed slow motion, a choice that makes the supernatural elements immediately apparent. A magical energy subtly bursts around the portrait's heavy, ornately carved dark wood frame; faint, ethereal arcs of purple and electric blue burst forth, tracing intricate, fleeting patterns along the texture before fading. The simple yet focused cinematography ensures that every minute detail - from the texture of the ancient canvas to the sharp, bright glow of each magical spark - is captured with surreal clarity, creating a tense, mysterious atmosphere where latent powers feel dangerously awake.",
+                "token_credit_reward": 10.3125,
+                "selected_reward": 10.3125,
+                "frame_importance": [
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+                    0.5026751160621643
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a mid-shot at eye level, a massive ornate frame, a dimly lit smoke-filled room, a powerful sorcerer portrait with a long white beard, deep eyes, and a stern expression. The scene should feature shifting shading, a supernatural vibe, and a subtle magical energy around the frame that intensifies over time, culminating in a tense, mysterious atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable soft areas and some blur, especially in the foreground smoke. The portrait remains reasonably clear, while the smoky foreground reduces overall sharpness. Transitions between frames are smooth, and there are no major distortions or artifacts. The result is acceptable but not exceptional, with some loss of fine detail due to atmospheric effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a mid-shot at eye level, a large ornate frame, a dimly lit smoke-filled room, a portrait of a bearded figure with a stern look, and visible swirling smoke with warm candlelight. The description of rich, dark oil painting and subtle magical energy around the frame is present, though the intensity of the energy and the precise timing of the shift toward brighter glow are not fully realized. The overall mood and composition align well with the prompt, with only minor deviations in the dynamic progression of the magical effects.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and material textures, with the frame, wall, and candlelight behaving coherently. The smoke dynamics are believable, and the magical energy appears within expected bounds without breaking the scene’s internal logic. Some aspects of the energy’s timing and intensity could be refined to better match the described progression.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.28125,
+                    "TA": 3.84375,
+                    "MQ": 3.1875,
+                    "Overall": 10.3125
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a mid-shot at eye level, a massive ornate frame, a dimly lit smoke-filled room, a powerful sorcerer portrait with a long white beard, deep eyes, and a stern expression. The scene should feature shifting shading, a supernatural vibe, and a subtle magical energy around the frame that intensifies over time, culminating in a tense, mysterious atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable soft areas and some blur, especially in the foreground smoke. The portrait remains reasonably clear, while the smoky foreground reduces overall sharpness. Transitions between frames are smooth, and there are no major distortions or artifacts. The result is acceptable but not exceptional, with some loss of fine detail due to atmospheric effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a mid-shot at eye level, a large ornate frame, a dimly lit smoke-filled room, a portrait of a bearded figure with a stern look, and visible swirling smoke with warm candlelight. The description of rich, dark oil painting and subtle magical energy around the frame is present, though the intensity of the energy and the precise timing of the shift toward brighter glow are not fully realized. The overall mood and composition align well with the prompt, with only minor deviations in the dynamic progression of the magical effects.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and material textures, with the frame, wall, and candlelight behaving coherently. The smoke dynamics are believable, and the magical energy appears within expected bounds without breaking the scene’s internal logic. Some aspects of the energy’s timing and intensity could be refined to better match the described progression.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "mid-shot shot, shot at eye level, slowly illuminates a massive ancestral portrait hung on the stone wall of a dimly lit, smoke-filled room. Swirling tendrils of gray smoke fill the air, catching the flickering warm light from a candelabra just outside the frame. Painted in rich, dark oils, now cracked with age, the portrait depicts a powerful ancestral sorcerer with a long, flowing white beard, deep, intelligent eyes, and stern features. Thanks to shifting shading and masterful brushwork, his eyes create an unsettling illusion, appearing to follow the viewer's every move. The entire scene is captured in high-speed slow motion, a choice that makes the supernatural elements immediately apparent. A magical energy subtly bursts around the portrait's heavy, ornately carved dark wood frame; faint, ethereal arcs of purple and electric blue burst forth, tracing intricate, fleeting patterns along the texture before fading. The simple yet focused cinematography ensures that every minute detail - from the texture of the ancient canvas to the sharp, bright glow of each magical spark - is captured with surreal clarity, creating a tense, mysterious atmosphere where latent powers feel dangerously awake.",
+        "seed": 31381,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_8/index_5025_seed_31381_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,
+        "video_score2_vq": 3.234375,
+        "video_score2_ta": 3.6875,
+        "video_score2_mq": 3.234375,
+        "video_score2_overall": 10.1875,
+        "avg": 10.15625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "mid-shot shot, shot at eye level, slowly illuminates a massive ancestral portrait hung on the stone wall of a dimly lit, smoke-filled room. Swirling tendrils of gray smoke fill the air, catching the flickering warm light from a candelabra just outside the frame. Painted in rich, dark oils, now cracked with age, the portrait depicts a powerful ancestral sorcerer with a long, flowing white beard, deep, intelligent eyes, and stern features. Thanks to shifting shading and masterful brushwork, his eyes create an unsettling illusion, appearing to follow the viewer's every move. The entire scene is captured in high-speed slow motion, a choice that makes the supernatural elements immediately apparent. A magical energy subtly bursts around the portrait's heavy, ornately carved dark wood frame; faint, ethereal arcs of purple and electric blue burst forth, tracing intricate, fleeting patterns along the texture before fading. The simple yet focused cinematography ensures that every minute detail - from the texture of the ancient canvas to the sharp, bright glow of each magical spark - is captured with surreal clarity, creating a tense, mysterious atmosphere where latent powers feel dangerously awake.",
+                "token_credit_reward": 10.1875,
+                "selected_reward": 10.1875,
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+                "credit_map_shape": [
+                    3,
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+                    32
+                ],
+                "top_frames": [
+                    2,
+                    1,
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+                ],
+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a mid-shot at eye level showing a massive, aged portrait of a powerful sorcerer with a long white beard, deep eyes, and stern features, set in a dim, smoke-filled room with a candelabra just outside the frame. The scene is intended to be high-speed slow-motion, with shifting shading, a subtle magical energy around the frame, and an unsettling, tense atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The ornate frame details are visible, yet some areas show mild softness or compression artifacts. The smoke effects are present but not consistently rendered across all frames, and color grading shifts (notably the transition to purple/blue tones) introduce occasional inconsistencies. Lighting remains atmospheric but can feel uneven between shots, and a few transitions lack perfect smoothness. In sum, the visuals convey the intended mood, but with enough imperfections to keep it from a top-tier score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a mid-shot at eye level, a large portrait on a stone wall, a dimly lit, smoke-filled room, and a candelabra visible near the frame. The portrait features a long white beard, deep eyes, and stern expression as described. The high-speed slow-motion feel is suggested by pacing, though cannot be fully confirmed from stills. The subtle magical energy around the frame and the ethereal lighting are present and contribute to the atmosphere. Minor deviations exist in the exact intensity of the magical effects and in the precise timing of transitions, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the portrait remains properly mounted, smoke behavior is believable, and lighting interactions are coherent. However, there are small inconsistencies in how the magical energy interacts with surfaces and in the timing of certain visual effects, which prevents a higher score. Overall, the scene maintains coherence while allowing for stylized supernatural elements.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.234375,
+                    "TA": 3.6875,
+                    "MQ": 3.234375,
+                    "Overall": 10.1875
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a mid-shot at eye level showing a massive, aged portrait of a powerful sorcerer with a long white beard, deep eyes, and stern features, set in a dim, smoke-filled room with a candelabra just outside the frame. The scene is intended to be high-speed slow-motion, with shifting shading, a subtle magical energy around the frame, and an unsettling, tense atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The ornate frame details are visible, yet some areas show mild softness or compression artifacts. The smoke effects are present but not consistently rendered across all frames, and color grading shifts (notably the transition to purple/blue tones) introduce occasional inconsistencies. Lighting remains atmospheric but can feel uneven between shots, and a few transitions lack perfect smoothness. In sum, the visuals convey the intended mood, but with enough imperfections to keep it from a top-tier score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a mid-shot at eye level, a large portrait on a stone wall, a dimly lit, smoke-filled room, and a candelabra visible near the frame. The portrait features a long white beard, deep eyes, and stern expression as described. The high-speed slow-motion feel is suggested by pacing, though cannot be fully confirmed from stills. The subtle magical energy around the frame and the ethereal lighting are present and contribute to the atmosphere. Minor deviations exist in the exact intensity of the magical effects and in the precise timing of transitions, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the portrait remains properly mounted, smoke behavior is believable, and lighting interactions are coherent. However, there are small inconsistencies in how the magical energy interacts with surfaces and in the timing of certain visual effects, which prevents a higher score. Overall, the scene maintains coherence while allowing for stylized supernatural elements.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_9/index_tensor([8353, 8353])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_9/index_tensor([8353, 8353])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f91316185597ba83e577b97adb4716ac89e72645
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_9/index_tensor([8353, 8353])_group_9_rewards.json	
@@ -0,0 +1,10210 @@
+[
+    {
+        "prompt": "static, slightly low-angle extreme close-up, captured in breathtakingly slow motion, freezes the visceral moment of impact as a heavy, worn steel hammerhead violently strikes a large, dark green-striped watermelon. The scene is bathed in the intense light of the midday sun, creating sharp, dramatic shadows and brilliant, mirrored highlights on every surface. As the hammer connects, the watermelon's smooth, waxy rind instantly cracks, releasing a catastrophic explosion of vibrant crimson flesh and juice that sprays toward the camera. Extreme slow motion stretches this microsecond into eternity, allowing the eye to witness a beautiful ballet of destruction: jagged shards of the green husk are propelled outward, while ruby-red juice and fleshy pulp hang suspended in mid-air. Each drop, from the finest mist to larger spheres, appears crystal clear, shimmering like thousands of suspended crimson jewels, catching and refracting the intense sunlight, creating a mesmerizing atmosphere that is both brutally powerful and artistically stunning.",
+        "seed": 20981,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_9/index_8353_seed_20981_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,
+        "video_score2_vq": 2.953125,
+        "video_score2_ta": 2.890625,
+        "video_score2_mq": 2.921875,
+        "video_score2_overall": 8.75,
+        "avg": 8.765625,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "static, slightly low-angle extreme close-up, captured in breathtakingly slow motion, freezes the visceral moment of impact as a heavy, worn steel hammerhead violently strikes a large, dark green-striped watermelon. The scene is bathed in the intense light of the midday sun, creating sharp, dramatic shadows and brilliant, mirrored highlights on every surface. As the hammer connects, the watermelon's smooth, waxy rind instantly cracks, releasing a catastrophic explosion of vibrant crimson flesh and juice that sprays toward the camera. Extreme slow motion stretches this microsecond into eternity, allowing the eye to witness a beautiful ballet of destruction: jagged shards of the green husk are propelled outward, while ruby-red juice and fleshy pulp hang suspended in mid-air. Each drop, from the finest mist to larger spheres, appears crystal clear, shimmering like thousands of suspended crimson jewels, catching and refracting the intense sunlight, creating a mesmerizing atmosphere that is both brutally powerful and artistically stunning.",
+                "token_credit_reward": 8.75,
+                "selected_reward": 8.75,
+                "frame_importance": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle extreme close-up shot in breathtakingly slow motion, featuring a heavy, worn steel hammerhead striking a large, dark green-striped watermelon under bright midday light with dramatic shadows and suspended debris. The video captures several elements of this concept but does not fully realize all specifics.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, with some minor softness and occasional compression artifacts. Lighting is generally adequate, and the watermelon texture and interior are discernible, though not exceptionally crisp. The sequence remains coherent across frames, with no severe distortions or abrupt jumps, yielding a fair overall impression rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up view of a watermelon with visible flesh and juice, and it conveys a sense of impact through motion cues and spray. However, key prompt elements such as a clearly visible hammerhead, explicit midday lighting cues, and the dramatic, suspended debris aesthetic are not consistently realized. The result reflects partial adherence to the description rather than a full match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed interactions—watermelon cracking, juice ejection, and flesh exposure—are plausible within a stylized depiction. Some aspects, such as the exact hammer form and the precise dynamics of debris suspension, are simplified or not perfectly physically accurate, but there are no glaring contradictions. Overall, the scene maintains believable physical behavior without overclaiming realism.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 3,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 2.953125,
+                    "TA": 2.890625,
+                    "MQ": 2.921875,
+                    "Overall": 8.75
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle extreme close-up shot in breathtakingly slow motion, featuring a heavy, worn steel hammerhead striking a large, dark green-striped watermelon under bright midday light with dramatic shadows and suspended debris. The video captures several elements of this concept but does not fully realize all specifics.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, with some minor softness and occasional compression artifacts. Lighting is generally adequate, and the watermelon texture and interior are discernible, though not exceptionally crisp. The sequence remains coherent across frames, with no severe distortions or abrupt jumps, yielding a fair overall impression rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up view of a watermelon with visible flesh and juice, and it conveys a sense of impact through motion cues and spray. However, key prompt elements such as a clearly visible hammerhead, explicit midday lighting cues, and the dramatic, suspended debris aesthetic are not consistently realized. The result reflects partial adherence to the description rather than a full match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed interactions—watermelon cracking, juice ejection, and flesh exposure—are plausible within a stylized depiction. Some aspects, such as the exact hammer form and the precise dynamics of debris suspension, are simplified or not perfectly physically accurate, but there are no glaring contradictions. Overall, the scene maintains believable physical behavior without overclaiming realism.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "static, slightly low-angle extreme close-up, captured in breathtakingly slow motion, freezes the visceral moment of impact as a heavy, worn steel hammerhead violently strikes a large, dark green-striped watermelon. The scene is bathed in the intense light of the midday sun, creating sharp, dramatic shadows and brilliant, mirrored highlights on every surface. As the hammer connects, the watermelon's smooth, waxy rind instantly cracks, releasing a catastrophic explosion of vibrant crimson flesh and juice that sprays toward the camera. Extreme slow motion stretches this microsecond into eternity, allowing the eye to witness a beautiful ballet of destruction: jagged shards of the green husk are propelled outward, while ruby-red juice and fleshy pulp hang suspended in mid-air. Each drop, from the finest mist to larger spheres, appears crystal clear, shimmering like thousands of suspended crimson jewels, catching and refracting the intense sunlight, creating a mesmerizing atmosphere that is both brutally powerful and artistically stunning.",
+        "seed": 20982,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_9/index_8353_seed_20982_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,
+        "video_score2_vq": 3.28125,
+        "video_score2_ta": 2.796875,
+        "video_score2_mq": 3.15625,
+        "video_score2_overall": 9.25,
+        "avg": 9.234375,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "static, slightly low-angle extreme close-up, captured in breathtakingly slow motion, freezes the visceral moment of impact as a heavy, worn steel hammerhead violently strikes a large, dark green-striped watermelon. The scene is bathed in the intense light of the midday sun, creating sharp, dramatic shadows and brilliant, mirrored highlights on every surface. As the hammer connects, the watermelon's smooth, waxy rind instantly cracks, releasing a catastrophic explosion of vibrant crimson flesh and juice that sprays toward the camera. Extreme slow motion stretches this microsecond into eternity, allowing the eye to witness a beautiful ballet of destruction: jagged shards of the green husk are propelled outward, while ruby-red juice and fleshy pulp hang suspended in mid-air. Each drop, from the finest mist to larger spheres, appears crystal clear, shimmering like thousands of suspended crimson jewels, catching and refracting the intense sunlight, creating a mesmerizing atmosphere that is both brutally powerful and artistically stunning.",
+                "token_credit_reward": 9.25,
+                "selected_reward": 9.25,
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle extreme close-up shot in breathtakingly slow motion, featuring a heavy worn steel hammerhead striking a large dark green striped watermelon under bright midday light with dramatic shadows and highlights. The intended sequence includes the hammer impact, the watermelon cracking, a explosive release of crimson flesh and juice, suspended droplets, and a mesmerizing blend of destruction and artistry.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, but there are noticeable limitations. The imagery is not consistently sharp across all frames, and some frames exhibit mild softness or compression artifacts. Watermelon flesh and juice are visible with reasonable color, and lighting remains generally bright, yet the overall polish is not at the highest level. The sequence conveys the intended subject and motion, but the visual fidelity does not reach high-end realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a low-angle close-up, a hammer striking a watermelon, the explosive release of flesh and juice, suspended droplets, and a vivid color palette. The dramatic lighting and the sense of suspended motion align with the prompt’s intent. Some minor deviations exist in exact framing and timing, but they do not substantially detract from the overall correspondence.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The depicted dynamics—impact, cracking, and spray—are broadly plausible, and the suspended droplets read as visually convincing. However, certain micro-physics details such as the precise trajectory of each droplet and the interaction between the hammer and the rind could be refined for higher realism. Overall, the scene communicates the intended dramatic moment without major inconsistencies.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.28125,
+                    "TA": 2.796875,
+                    "MQ": 3.15625,
+                    "Overall": 9.25
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle extreme close-up shot in breathtakingly slow motion, featuring a heavy worn steel hammerhead striking a large dark green striped watermelon under bright midday light with dramatic shadows and highlights. The intended sequence includes the hammer impact, the watermelon cracking, a explosive release of crimson flesh and juice, suspended droplets, and a mesmerizing blend of destruction and artistry.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, but there are noticeable limitations. The imagery is not consistently sharp across all frames, and some frames exhibit mild softness or compression artifacts. Watermelon flesh and juice are visible with reasonable color, and lighting remains generally bright, yet the overall polish is not at the highest level. The sequence conveys the intended subject and motion, but the visual fidelity does not reach high-end realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a low-angle close-up, a hammer striking a watermelon, the explosive release of flesh and juice, suspended droplets, and a vivid color palette. The dramatic lighting and the sense of suspended motion align with the prompt’s intent. Some minor deviations exist in exact framing and timing, but they do not substantially detract from the overall correspondence.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The depicted dynamics—impact, cracking, and spray—are broadly plausible, and the suspended droplets read as visually convincing. However, certain micro-physics details such as the precise trajectory of each droplet and the interaction between the hammer and the rind could be refined for higher realism. Overall, the scene communicates the intended dramatic moment without major inconsistencies.\n\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "static, slightly low-angle extreme close-up, captured in breathtakingly slow motion, freezes the visceral moment of impact as a heavy, worn steel hammerhead violently strikes a large, dark green-striped watermelon. The scene is bathed in the intense light of the midday sun, creating sharp, dramatic shadows and brilliant, mirrored highlights on every surface. As the hammer connects, the watermelon's smooth, waxy rind instantly cracks, releasing a catastrophic explosion of vibrant crimson flesh and juice that sprays toward the camera. Extreme slow motion stretches this microsecond into eternity, allowing the eye to witness a beautiful ballet of destruction: jagged shards of the green husk are propelled outward, while ruby-red juice and fleshy pulp hang suspended in mid-air. Each drop, from the finest mist to larger spheres, appears crystal clear, shimmering like thousands of suspended crimson jewels, catching and refracting the intense sunlight, creating a mesmerizing atmosphere that is both brutally powerful and artistically stunning.",
+        "seed": 20983,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_9/index_8353_seed_20983_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,
+        "video_score2_vq": 3.0625,
+        "video_score2_ta": 2.46875,
+        "video_score2_mq": 3.1875,
+        "video_score2_overall": 8.75,
+        "avg": 8.71875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "static, slightly low-angle extreme close-up, captured in breathtakingly slow motion, freezes the visceral moment of impact as a heavy, worn steel hammerhead violently strikes a large, dark green-striped watermelon. The scene is bathed in the intense light of the midday sun, creating sharp, dramatic shadows and brilliant, mirrored highlights on every surface. As the hammer connects, the watermelon's smooth, waxy rind instantly cracks, releasing a catastrophic explosion of vibrant crimson flesh and juice that sprays toward the camera. Extreme slow motion stretches this microsecond into eternity, allowing the eye to witness a beautiful ballet of destruction: jagged shards of the green husk are propelled outward, while ruby-red juice and fleshy pulp hang suspended in mid-air. Each drop, from the finest mist to larger spheres, appears crystal clear, shimmering like thousands of suspended crimson jewels, catching and refracting the intense sunlight, creating a mesmerizing atmosphere that is both brutally powerful and artistically stunning.",
+                "token_credit_reward": 8.75,
+                "selected_reward": 8.75,
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle extreme close-up shot in breathtakingly slow motion, featuring a heavy worn steel hammerhead striking a large dark green striped watermelon under bright midday light with dramatic shadows and highlights. The intended sequence includes the watermelon cracking at impact, a explosive spray of crimson flesh and juice, suspended droplets, and a mesmerizing blend of destruction and artistry.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, but there are noticeable limitations. The imagery is not consistently sharp across all frames, and some frames exhibit mild softness or compression artifacts. Lighting is generally adequate, yet the dramatic contrast described in the prompt is not strongly realized. The watermelon texture and surface details are present but not uniformly crisp, and the suspended droplets are visible though not always rendered with high fidelity. In sum, the video communicates the intended subject and color palette, but it does not achieve high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a watermelon, a hammer-like object, and a dynamic impact with spray and suspended droplets. The framing is close-up and the action is conveyed through motion cues, even if the exact angle and lighting intensity vary. The depiction of the explosive spray and mid-air droplets aligns well with the prompt’s description, though a few stylistic details may be simplified due to rendering constraints.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible impact dynamics and gravity-driven suspension of liquid and debris, but some details are stylized or simplified. The hammer form and impact timing are believable, yet certain material interactions and fluid behavior are not perfectly physically accurate, resulting in a coherent but not strictly rigorous portrayal.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.0625,
+                    "TA": 2.46875,
+                    "MQ": 3.1875,
+                    "Overall": 8.75
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle extreme close-up shot in breathtakingly slow motion, featuring a heavy worn steel hammerhead striking a large dark green striped watermelon under bright midday light with dramatic shadows and highlights. The intended sequence includes the watermelon cracking at impact, a explosive spray of crimson flesh and juice, suspended droplets, and a mesmerizing blend of destruction and artistry.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, but there are noticeable limitations. The imagery is not consistently sharp across all frames, and some frames exhibit mild softness or compression artifacts. Lighting is generally adequate, yet the dramatic contrast described in the prompt is not strongly realized. The watermelon texture and surface details are present but not uniformly crisp, and the suspended droplets are visible though not always rendered with high fidelity. In sum, the video communicates the intended subject and color palette, but it does not achieve high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a watermelon, a hammer-like object, and a dynamic impact with spray and suspended droplets. The framing is close-up and the action is conveyed through motion cues, even if the exact angle and lighting intensity vary. The depiction of the explosive spray and mid-air droplets aligns well with the prompt’s description, though a few stylistic details may be simplified due to rendering constraints.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible impact dynamics and gravity-driven suspension of liquid and debris, but some details are stylized or simplified. The hammer form and impact timing are believable, yet certain material interactions and fluid behavior are not perfectly physically accurate, resulting in a coherent but not strictly rigorous portrayal.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    },
+    {
+        "prompt": "static, slightly low-angle extreme close-up, captured in breathtakingly slow motion, freezes the visceral moment of impact as a heavy, worn steel hammerhead violently strikes a large, dark green-striped watermelon. The scene is bathed in the intense light of the midday sun, creating sharp, dramatic shadows and brilliant, mirrored highlights on every surface. As the hammer connects, the watermelon's smooth, waxy rind instantly cracks, releasing a catastrophic explosion of vibrant crimson flesh and juice that sprays toward the camera. Extreme slow motion stretches this microsecond into eternity, allowing the eye to witness a beautiful ballet of destruction: jagged shards of the green husk are propelled outward, while ruby-red juice and fleshy pulp hang suspended in mid-air. Each drop, from the finest mist to larger spheres, appears crystal clear, shimmering like thousands of suspended crimson jewels, catching and refracting the intense sunlight, creating a mesmerizing atmosphere that is both brutally powerful and artistically stunning.",
+        "seed": 20984,
+        "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000302/group_9/index_8353_seed_20984_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,
+        "video_score2_vq": 3.015625,
+        "video_score2_ta": 3.3125,
+        "video_score2_mq": 3.140625,
+        "video_score2_overall": 9.4375,
+        "avg": 9.46875,
+        "reward_records": [
+            {
+                "sample_idx": 0,
+                "question_id": "videoscore2_overall",
+                "question": "static, slightly low-angle extreme close-up, captured in breathtakingly slow motion, freezes the visceral moment of impact as a heavy, worn steel hammerhead violently strikes a large, dark green-striped watermelon. The scene is bathed in the intense light of the midday sun, creating sharp, dramatic shadows and brilliant, mirrored highlights on every surface. As the hammer connects, the watermelon's smooth, waxy rind instantly cracks, releasing a catastrophic explosion of vibrant crimson flesh and juice that sprays toward the camera. Extreme slow motion stretches this microsecond into eternity, allowing the eye to witness a beautiful ballet of destruction: jagged shards of the green husk are propelled outward, while ruby-red juice and fleshy pulp hang suspended in mid-air. Each drop, from the finest mist to larger spheres, appears crystal clear, shimmering like thousands of suspended crimson jewels, catching and refracting the intense sunlight, creating a mesmerizing atmosphere that is both brutally powerful and artistically stunning.",
+                "token_credit_reward": 9.4375,
+                "selected_reward": 9.4375,
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+                "top_frames": [
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+                "generated_text": "\n<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle extreme close-up shot in breathtakingly slow motion, featuring a heavy, worn steel hammerhead striking a large, dark green-striped watermelon under bright midday light with dramatic shadows and suspended debris. The sequence aims to convey a visceral moment of impact with vivid colors and dynamic motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable inconsistencies in sharpness across shots and some minor artifacts or compression effects. Lighting is generally adequate, yet not uniformly dramatic throughout the sequence. The imagery remains acceptable, though it does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, low-angle view with a hammer interacting with a watermelon and visible slow-motion dynamics. The core elements—static framing, hammer strike, watermelon texture, and spray—are well represented. Some aspects of the prompt, such as the intensity of midday lighting and the precise depiction of jagged husk fragments, are present but not perfectly matched in every frame. Overall, the alignment is solid with minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The hammering action and liquid spray align with basic physics, and the general sequence reads plausibly. However, certain details—such as the exact crack pattern on the rind and the dispersion of debris—do not always align perfectly with real-world expectations, indicating room for improvement in micro-level realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+                "hard_scores": {
+                    "VQ": 3,
+                    "TA": 4,
+                    "MQ": 3
+                },
+                "soft_scores": {
+                    "VQ": 3.015625,
+                    "TA": 3.3125,
+                    "MQ": 3.140625,
+                    "Overall": 9.4375
+                }
+            }
+        ],
+        "vlm_decoded_outputs": [
+            "<think>\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle extreme close-up shot in breathtakingly slow motion, featuring a heavy, worn steel hammerhead striking a large, dark green-striped watermelon under bright midday light with dramatic shadows and suspended debris. The sequence aims to convey a visceral moment of impact with vivid colors and dynamic motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable inconsistencies in sharpness across shots and some minor artifacts or compression effects. Lighting is generally adequate, yet not uniformly dramatic throughout the sequence. The imagery remains acceptable, though it does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, low-angle view with a hammer interacting with a watermelon and visible slow-motion dynamics. The core elements—static framing, hammer strike, watermelon texture, and spray—are well represented. Some aspects of the prompt, such as the intensity of midday lighting and the precise depiction of jagged husk fragments, are present but not perfectly matched in every frame. Overall, the alignment is solid with minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The hammering action and liquid spray align with basic physics, and the general sequence reads plausibly. However, certain details—such as the exact crack pattern on the rind and the dispersion of debris—do not always align perfectly with real-world expectations, indicating room for improvement in micro-level realism.\n</think>\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+        ]
+    }
+]
\ No newline at end of file
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