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+ "generated_text": "\n\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 Giger-esque biomechanical console with a nightmarish fusion of polished black metal and ivory-colored, carapace-like bones. The form is described as disturbingly organic, with ribbed, vertebral structures and a topographical map embedded within the architecture. Atmospheric energy hotspots glow crimson, pulsing like a visceral alien heartbeat, while ghostly, muscular tendrils of aurora borealis float above, undulating with a fluid, organic grace in a dimly lit, cavernous space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the console details, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent, with stable composition and smooth transitions, though not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a Giger-inspired biomechanical console, the nightmarish fusion of metals, ribbed/vertebra-like structures, and a topographical map embedded within the surface. The crimson energy hotspots and the ethereal blue-green tendrils are present and contribute to the intended mood. A few nuanced aspects of the prompt are not fully realized, but the major features align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with organic-feeling motion and energy effects that fit the sci-fi aesthetic. However, some interactions and scale cues feel slightly off, preventing a higher level of realism or strict internal logic.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
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+ }
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+ "\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 Giger-esque biomechanical console with a nightmarish fusion of polished black metal and ivory-colored, carapace-like bones. The form is described as disturbingly organic, with ribbed, vertebral structures and a topographical map embedded within the architecture. Atmospheric energy hotspots glow crimson, pulsing like a visceral alien heartbeat, while ghostly, muscular tendrils of aurora borealis float above, undulating with a fluid, organic grace in a dimly lit, cavernous space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the console details, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent, with stable composition and smooth transitions, though not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a Giger-inspired biomechanical console, the nightmarish fusion of metals, ribbed/vertebra-like structures, and a topographical map embedded within the surface. The crimson energy hotspots and the ethereal blue-green tendrils are present and contribute to the intended mood. A few nuanced aspects of the prompt are not fully realized, but the major features align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with organic-feeling motion and energy effects that fit the sci-fi aesthetic. However, some interactions and scale cues feel slightly off, preventing a higher level of realism or strict internal logic.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "seed": 29244,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_1/index_5336_seed_29244_dp_2_rank_4_sample_1_slot_1.mp4",
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+ "generated_text": "\n\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 Giger-esque biomechanical console with specific visual elements:\n- Fixed, slightly high-angle medium shot\n- Nightmarish fusion of polished black metal with oily sheen\n- Ivory-colored, carapace-like bones\n- Disturbingly organic, curved form with ribbed, vertebral structures\n- Embedded topographical map/relief landscape from fused fossilized bones\n- Dark, pitted metal with jagged skeletal ridges\n- Malevolent crimson energy hotspots glowing and pulsing\n- Ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green)\n- Fluid, organic movement like ghostly serpents\n- Blurring line between technology and living tissue\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not outstanding. The resolution is adequate and details are generally discernible, yet some surfaces read as flatter or less textured than the prompt suggests. The lighting and color palette are consistent, with blues and purples dominating and occasional red accents, but the overall depth and dynamic range are modest. There are no obvious distortions or artifacts, and the sequence remains stable, though the imagery does not achieve a highly cinematic or immersive feel. Overall, Visual Quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt, including a high-tech, organic aesthetic and a dark, atmospheric mood. However, several key prompt elements are underrepresented or missing: the explicit topographical map/relief landscape, the clearly defined ribbed/vertebral structures, and the distinct ethereal blue-green tendrils. The result is a partial alignment where the general concept is present but many specific details are not realized. Overall, Text-to-Video Alignment is moderate.\n\nPhysical Consistency (Common-sense):\nThe scene maintains internal coherence: materials behave plausibly, lighting remains consistent, and the organic tech motif is maintained throughout. There are no glaring logical contradictions, and the design language stays internally consistent. Some minor deviations from the exact prompt details exist, but they do not undermine overall plausibility. Overall, Physical Consistency is moderate.\n\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": 3.09375,
+ "TA": 1.875,
+ "MQ": 2.96875,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 Giger-esque biomechanical console with specific visual elements:\n- Fixed, slightly high-angle medium shot\n- Nightmarish fusion of polished black metal with oily sheen\n- Ivory-colored, carapace-like bones\n- Disturbingly organic, curved form with ribbed, vertebral structures\n- Embedded topographical map/relief landscape from fused fossilized bones\n- Dark, pitted metal with jagged skeletal ridges\n- Malevolent crimson energy hotspots glowing and pulsing\n- Ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green)\n- Fluid, organic movement like ghostly serpents\n- Blurring line between technology and living tissue\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not outstanding. The resolution is adequate and details are generally discernible, yet some surfaces read as flatter or less textured than the prompt suggests. The lighting and color palette are consistent, with blues and purples dominating and occasional red accents, but the overall depth and dynamic range are modest. There are no obvious distortions or artifacts, and the sequence remains stable, though the imagery does not achieve a highly cinematic or immersive feel. Overall, Visual Quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt, including a high-tech, organic aesthetic and a dark, atmospheric mood. However, several key prompt elements are underrepresented or missing: the explicit topographical map/relief landscape, the clearly defined ribbed/vertebral structures, and the distinct ethereal blue-green tendrils. The result is a partial alignment where the general concept is present but many specific details are not realized. Overall, Text-to-Video Alignment is moderate.\n\nPhysical Consistency (Common-sense):\nThe scene maintains internal coherence: materials behave plausibly, lighting remains consistent, and the organic tech motif is maintained throughout. There are no glaring logical contradictions, and the design language stays internally consistent. Some minor deviations from the exact prompt details exist, but they do not undermine overall plausibility. Overall, Physical Consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a fixed, slightly high-angle medium shot, the camera observes a Giger-esque biomechanical console, its surface a nightmarish fusion of polished black metal that seems to radiate an oily sheen and ivory-colored, carapace-like bones. The console's form is a disturbingly organic form, curved around by ribbed, vertebral structures. Embedded within this visceral architecture is a topographical map, a relief landscape rendered from fused fossilized bones and dark, pitted metal, with jagged skeletal ridges casting long shadows across deep metallic crevices. Across this alien terrain, several atmospheric energy hotspots glow a malevolent crimson, pulsing slowly and rhythmically like a visceral alien heartbeat. Floating above this unsettling landscape, ghostly, muscular tendrils of aurora borealis—a blend of ethereal blue and sickly green—squirm, shift, curl, and unfurl like ghostly serpents. These ethereal forms undulate with a fluid, organic grace, their slow twitches imagining an impending electrical storm in a deeply unsettling way, blurring the line between technology and living tissue and creating an ominous and tense atmosphere within the dimly lit, cavernous space.",
+ "seed": 29245,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_1/index_5336_seed_29245_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": 3.359375,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 3.59375,
+ "video_score2_overall": 10.4375,
+ "avg": 10.4375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a fixed, slightly high-angle medium shot, the camera observes a Giger-esque biomechanical console, its surface a nightmarish fusion of polished black metal that seems to radiate an oily sheen and ivory-colored, carapace-like bones. The console's form is a disturbingly organic form, curved around by ribbed, vertebral structures. Embedded within this visceral architecture is a topographical map, a relief landscape rendered from fused fossilized bones and dark, pitted metal, with jagged skeletal ridges casting long shadows across deep metallic crevices. Across this alien terrain, several atmospheric energy hotspots glow a malevolent crimson, pulsing slowly and rhythmically like a visceral alien heartbeat. Floating above this unsettling landscape, ghostly, muscular tendrils of aurora borealis—a blend of ethereal blue and sickly green—squirm, shift, curl, and unfurl like ghostly serpents. These ethereal forms undulate with a fluid, organic grace, their slow twitches imagining an impending electrical storm in a deeply unsettling way, blurring the line between technology and living tissue and creating an ominous and tense atmosphere within the dimly lit, cavernous space.",
+ "token_credit_reward": 10.4375,
+ "selected_reward": 10.4375,
+ "frame_importance": [
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+ "generated_text": "\n\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 Giger-esque biomechanical console with a nightmarish fusion of polished black metal and ivory-colored, carapace-like bones. The curved, ribbed form and embedded topographical map are central to the concept. Across this alien terrain, atmospheric energy hotspots glow crimson, while ghostly, muscular tendrils of aurora borealis float above, creating an unsettling, organic-technological aesthetic.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with clear detail and cohesive lighting. The metallic surfaces exhibit convincing reflections and the glow effects are well-rendered. There are no obvious artifacts or distortions, and color grading supports the moody, otherworldly vibe. However, the sequence appears relatively static with limited motion between frames, which reduces dynamic engagement. Overall, Visual Quality is strong but not perfect (4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including the curved, ribbed form and the presence of glowing features. Yet certain aspects are underrepresented: the topographical map is not clearly visible, and the ethereal, flowing forms are not as prominent or varied as described. The alignment is moderate rather than complete, reflecting a 3/5 score.\n\nPhysical/Common-sense Consistency:\nMaterial properties, lighting, and spatial relationships maintain internal coherence, supporting a believable alien environment. The scene adheres to plausible physical behavior given the imaginative design, resulting in a solid 4/5 for physical consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "TA": 3.484375,
+ "MQ": 3.59375,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 Giger-esque biomechanical console with a nightmarish fusion of polished black metal and ivory-colored, carapace-like bones. The curved, ribbed form and embedded topographical map are central to the concept. Across this alien terrain, atmospheric energy hotspots glow crimson, while ghostly, muscular tendrils of aurora borealis float above, creating an unsettling, organic-technological aesthetic.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with clear detail and cohesive lighting. The metallic surfaces exhibit convincing reflections and the glow effects are well-rendered. There are no obvious artifacts or distortions, and color grading supports the moody, otherworldly vibe. However, the sequence appears relatively static with limited motion between frames, which reduces dynamic engagement. Overall, Visual Quality is strong but not perfect (4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including the curved, ribbed form and the presence of glowing features. Yet certain aspects are underrepresented: the topographical map is not clearly visible, and the ethereal, flowing forms are not as prominent or varied as described. The alignment is moderate rather than complete, reflecting a 3/5 score.\n\nPhysical/Common-sense Consistency:\nMaterial properties, lighting, and spatial relationships maintain internal coherence, supporting a believable alien environment. The scene adheres to plausible physical behavior given the imaginative design, resulting in a solid 4/5 for physical consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 29246,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_1/index_5336_seed_29246_dp_3_rank_6_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.671875,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.5625,
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+ ],
+ "credit_map_shape": [
+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 2,
+ 0,
+ 1
+ ],
+ "generated_text": "\n\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 Giger-esque biomechanical console with a nightmarish fusion of polished black metal and ivory-colored, carapace-like bones. The form is described as disturbingly organic, with ribbed, vertebral structures and embedded topographical features. Atmospheric energy hotspots glow crimson, pulsing like a visceral alien heartbeat, while ghostly, muscular tendrils of aurora borealis move with fluid, organic grace across a dimly lit cavernous space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. The imagery includes red-hot spots and blue-green energy effects, but fine details remain blurred and some textures lack crispness. The sequence maintains a consistent look across frames, though it does not reach high-fidelity sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a biomechanical console with organic, ribbed structures; visible energy hotspots; and flowing, ethereal energy patterns. The atmosphere and color palette align with the intended mood. A few specific prompt details are not perfectly realized, but the overall correspondence remains solid.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). The scene presents organic, fluid motion and energy dynamics that feel plausible within a fantastical context. While the behavior is coherent, there are minor inconsistencies in how certain organic components interact or respond to energy flows, preventing a higher level of realism.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\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": 2.859375,
+ "TA": 2.671875,
+ "MQ": 3.015625,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 Giger-esque biomechanical console with a nightmarish fusion of polished black metal and ivory-colored, carapace-like bones. The form is described as disturbingly organic, with ribbed, vertebral structures and embedded topographical features. Atmospheric energy hotspots glow crimson, pulsing like a visceral alien heartbeat, while ghostly, muscular tendrils of aurora borealis move with fluid, organic grace across a dimly lit cavernous space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. The imagery includes red-hot spots and blue-green energy effects, but fine details remain blurred and some textures lack crispness. The sequence maintains a consistent look across frames, though it does not reach high-fidelity sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a biomechanical console with organic, ribbed structures; visible energy hotspots; and flowing, ethereal energy patterns. The atmosphere and color palette align with the intended mood. A few specific prompt details are not perfectly realized, but the overall correspondence remains solid.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). The scene presents organic, fluid motion and energy dynamics that feel plausible within a fantastical context. While the behavior is coherent, there are minor inconsistencies in how certain organic components interact or respond to energy flows, preventing a higher level of realism.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\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/0000004/group_11/index_tensor([5259, 5259])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_11/index_tensor([5259, 5259])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..90868b7b4af28a43e1566241a0a6412ea13edee2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_11/index_tensor([5259, 5259])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.",
+ "seed": 2696,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_11/index_5259_seed_2696_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": 3.234375,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.328125,
+ "video_score2_overall": 10.25,
+ "avg": 10.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
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+ "generated_text": "\n\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 pan to the right revealing a tranquil study with classical oriental charm. Soft afternoon light filters through carved rice-paper panes, casting mottled shadows on a dark wood floor while illuminating fine dust in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera focuses on a heavy rosewood desk with an ancient telegraph machine; its dark, polished base and brass components show age and subtle scratches. The device sits untouched, with a brass operating lever that moves in a steady, rhythmic single-stroke motion, producing a precise, crisp tick-tock sound. The scene is bathed in warm light and shadow, conveying concentration and mystery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a higher rating. The pan is smooth and the lighting remains warm and atmospheric, with believable shadows and reflections on the desk surface. No major distortions or abrupt changes are evident, though some fine details may be less sharp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the wide-angle pan, the tranquil study ambiance, the soft light through carved panes, and the presence of the ink landscape painting. The telegraph machine on the rosewood desk is clearly visible and well-rendered, with convincing textures and weathering. The brass components and the aged appearance align with the description. Some elements such as the explicit motion of the operating lever and the audible tick-tock are not verifiable from static frames alone, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible object placement, lighting, and material properties, with no obvious physics violations. However, certain aspects such as the exact motion dynamics of the telegraph lever and the subtler interactions between light, dust, and surfaces could be refined to improve realism. Overall, the scene feels coherent and believable, but not flawless.\n\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": {
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+ "TA": 3.703125,
+ "MQ": 3.328125,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 pan to the right revealing a tranquil study with classical oriental charm. Soft afternoon light filters through carved rice-paper panes, casting mottled shadows on a dark wood floor while illuminating fine dust in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera focuses on a heavy rosewood desk with an ancient telegraph machine; its dark, polished base and brass components show age and subtle scratches. The device sits untouched, with a brass operating lever that moves in a steady, rhythmic single-stroke motion, producing a precise, crisp tick-tock sound. The scene is bathed in warm light and shadow, conveying concentration and mystery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a higher rating. The pan is smooth and the lighting remains warm and atmospheric, with believable shadows and reflections on the desk surface. No major distortions or abrupt changes are evident, though some fine details may be less sharp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the wide-angle pan, the tranquil study ambiance, the soft light through carved panes, and the presence of the ink landscape painting. The telegraph machine on the rosewood desk is clearly visible and well-rendered, with convincing textures and weathering. The brass components and the aged appearance align with the description. Some elements such as the explicit motion of the operating lever and the audible tick-tock are not verifiable from static frames alone, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible object placement, lighting, and material properties, with no obvious physics violations. However, certain aspects such as the exact motion dynamics of the telegraph lever and the subtler interactions between light, dust, and surfaces could be refined to improve realism. Overall, the scene feels coherent and believable, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.",
+ "seed": 2697,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_11/index_5259_seed_2697_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 10.375,
+ "avg": 10.34375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\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 pan to the right revealing a tranquil study with classical oriental charm. Key elements include soft afternoon light filtering through carved rice-paper panes, mottled shadows on a dark wood floor, an ink landscape painting on the wall, wisps of smoke from an incense burner, and a heavy rosewood desk with an ancient telegraph machine bearing a patina of age. The scene should be untouched by a human operator, with the brass operating lever moving in a steady, rhythmic single-stroke motion and a sense of concentration and mystery.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the desk, the telegraph machine, and the background elements, but there are occasional minor artifacts and slight softness that prevent a higher rating. The lighting remains warm and consistent across shots, and transitions are smooth, though not exceptionally sharp or cinematic.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements described in the prompt: wide-angle framing, a rightward pan, a tranquil study ambiance, soft light through carved panes, mottled shadows on the floor, an ink landscape painting, and wisps of smoke. The telegraph machine sits prominently on the desk, and the scene conveys a sense of concentration and mystery. The main gap is the absence of the explicit, rhythmic telegraph motion; aside from that, the alignment closely matches the textual description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible spatial relationships, authentic-looking materials, and believable lighting. However, the lack of the expected mechanical motion reduces the perceived realism of the device’s function, introducing a mild mismatch between the described dynamics and what is shown. Overall, the environment feels coherent and credible, but the missing kinetic detail prevents full common-sense alignment.\n\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": 3.328125,
+ "TA": 3.53125,
+ "MQ": 3.484375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 pan to the right revealing a tranquil study with classical oriental charm. Key elements include soft afternoon light filtering through carved rice-paper panes, mottled shadows on a dark wood floor, an ink landscape painting on the wall, wisps of smoke from an incense burner, and a heavy rosewood desk with an ancient telegraph machine bearing a patina of age. The scene should be untouched by a human operator, with the brass operating lever moving in a steady, rhythmic single-stroke motion and a sense of concentration and mystery.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the desk, the telegraph machine, and the background elements, but there are occasional minor artifacts and slight softness that prevent a higher rating. The lighting remains warm and consistent across shots, and transitions are smooth, though not exceptionally sharp or cinematic.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements described in the prompt: wide-angle framing, a rightward pan, a tranquil study ambiance, soft light through carved panes, mottled shadows on the floor, an ink landscape painting, and wisps of smoke. The telegraph machine sits prominently on the desk, and the scene conveys a sense of concentration and mystery. The main gap is the absence of the explicit, rhythmic telegraph motion; aside from that, the alignment closely matches the textual description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible spatial relationships, authentic-looking materials, and believable lighting. However, the lack of the expected mechanical motion reduces the perceived realism of the device’s function, introducing a mild mismatch between the described dynamics and what is shown. Overall, the environment feels coherent and credible, but the missing kinetic detail prevents full common-sense alignment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.",
+ "seed": 2698,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_11/index_5259_seed_2698_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": 2.6875,
+ "video_score2_ta": 3.5625,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.5,
+ "avg": 9.515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\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 pan to the right revealing a tranquil study with classical oriental charm. Key elements include soft afternoon light filtering through carved, rice-paper panes, mottled shadows on a dark wood floor, an ink landscape painting on the wall, wisps of smoke from an incense burner in the corner, and a heavy rosewood desk with an ancient telegraph machine bearing a patina of age. The scene should be untouched by a human operator, with the telegraph lever moving in a steady, rhythmic motion and a sense of concentration and mystery.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background areas. Lighting remains warm and consistent across shots, and color grading supports the vintage mood. There are no major 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 strong overall (score 4). The video presents the wide-angle pan to the right, the tranquil study ambiance, the carved wooden windows, the ink landscape painting, and the presence of a telegraph machine on the desk. The desk appears dark and aged, aligning with the description. Some aspects are less clearly realized: the smoke wisps are not distinctly visible, and the telegraph lever’s motion is not clearly demonstrated in the static frames. Despite these minor gaps, the core elements and atmosphere align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and object placement, contributing to a believable environment. However, there are small inconsistencies in how certain objects interact with light and in the implied physics of the telegraph’s motion, which prevents a higher score.\n\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": 3.5625,
+ "MQ": 3.265625,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 pan to the right revealing a tranquil study with classical oriental charm. Key elements include soft afternoon light filtering through carved, rice-paper panes, mottled shadows on a dark wood floor, an ink landscape painting on the wall, wisps of smoke from an incense burner in the corner, and a heavy rosewood desk with an ancient telegraph machine bearing a patina of age. The scene should be untouched by a human operator, with the telegraph lever moving in a steady, rhythmic motion and a sense of concentration and mystery.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background areas. Lighting remains warm and consistent across shots, and color grading supports the vintage mood. There are no major 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 strong overall (score 4). The video presents the wide-angle pan to the right, the tranquil study ambiance, the carved wooden windows, the ink landscape painting, and the presence of a telegraph machine on the desk. The desk appears dark and aged, aligning with the description. Some aspects are less clearly realized: the smoke wisps are not distinctly visible, and the telegraph lever’s motion is not clearly demonstrated in the static frames. Despite these minor gaps, the core elements and atmosphere align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and object placement, contributing to a believable environment. However, there are small inconsistencies in how certain objects interact with light and in the implied physics of the telegraph’s motion, which prevents a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.",
+ "seed": 2699,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_11/index_5259_seed_2699_dp_23_rank_46_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.640625,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 9.5,
+ "avg": 9.484375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\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 pan to the right revealing a tranquil study with classical oriental charm. Key elements include carved rice-paper panes, soft afternoon light, mottled shadows on dark wood floor, an ink landscape painting on the wall, wisps of smoke from an incense burner, and a heavy rosewood desk with an ancient telegraph machine bearing a patina of age. The scene should be untouched by a human operator, with the telegraph lever moving in a steady, rhythmic motion and a sense of concentration and mystery.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background areas. There are occasional minor distortions or warping in certain regions, yet lighting remains warm and consistent across shots. The pan motion is smooth, and there are no major abrupt changes between frames. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: wide-angle pan to the right; a tranquil study ambiance; carved panes; soft, warm light; mottled shadows on the floor; wall decor including a landscape painting; visible smoke from an incense burner; and a heavy rosewood desk with an aged telegraph machine. The scene conveys the intended mood and composition well, though a few nuanced details may be less pronounced than in the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Objects appear plausibly placed and lighting/shadows behave consistently with the scene. However, there are minor inconsistencies in scale or interaction cues (e.g., object sizes, distances, or how the telegraph lever would move) that prevent a higher score. Overall, the scene remains believable and coherent.\n\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": 2.640625,
+ "TA": 3.46875,
+ "MQ": 3.375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 pan to the right revealing a tranquil study with classical oriental charm. Key elements include carved rice-paper panes, soft afternoon light, mottled shadows on dark wood floor, an ink landscape painting on the wall, wisps of smoke from an incense burner, and a heavy rosewood desk with an ancient telegraph machine bearing a patina of age. The scene should be untouched by a human operator, with the telegraph lever moving in a steady, rhythmic motion and a sense of concentration and mystery.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background areas. There are occasional minor distortions or warping in certain regions, yet lighting remains warm and consistent across shots. The pan motion is smooth, and there are no major abrupt changes between frames. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: wide-angle pan to the right; a tranquil study ambiance; carved panes; soft, warm light; mottled shadows on the floor; wall decor including a landscape painting; visible smoke from an incense burner; and a heavy rosewood desk with an aged telegraph machine. The scene conveys the intended mood and composition well, though a few nuanced details may be less pronounced than in the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Objects appear plausibly placed and lighting/shadows behave consistently with the scene. However, there are minor inconsistencies in scale or interaction cues (e.g., object sizes, distances, or how the telegraph lever would move) that prevent a higher score. Overall, the scene remains believable and coherent.\n\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/0000004/group_12/index_tensor([4135, 4135])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_12/index_tensor([4135, 4135])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec7fadc9d3f665ebd0f04734d3d1a4ac334e68ee
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_12/index_tensor([4135, 4135])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.",
+ "seed": 26284,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_12/index_4135_seed_26284_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": 3.046875,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.375,
+ "avg": 9.375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\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 cinematic drone sequence that begins with a broad bird's-eye view of a desert, gradually descending to reveal more detail, then transitioning to a low-to-the-ground perspective, and finally returning to a high vantage point to emphasize scale. The video captures several elements of this concept, but the overall execution does not fully realize the dramatic progression described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some compression artifacts and mild softness in fine textures. Colors are warm and desert-appropriate, lighting remains consistent, and there are no major distortions or abrupt frame-to-frame changes. The imagery is coherent and watchable, though it lacks the crispness and fine-grain detail seen in higher-quality footage.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes desert scenery, warm lighting, and visible cacti, which align with parts of the description. However, key aspects such as a pronounced low-to-high camera motion, a clear transition through multiple perspectives, and a strong emphasis on scale are not convincingly realized, resulting in only partial fidelity to the intended cinematic arc.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible desert physics—sand textures, dune shapes, and cactus placement feel believable under warm dusk lighting. There are no obvious violations of physical plausibility, though minor inconsistencies in shadow direction or object scale prevent a higher rating.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 3.046875,
+ "TA": 3.15625,
+ "MQ": 3.171875,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 cinematic drone sequence that begins with a broad bird's-eye view of a desert, gradually descending to reveal more detail, then transitioning to a low-to-the-ground perspective, and finally returning to a high vantage point to emphasize scale. The video captures several elements of this concept, but the overall execution does not fully realize the dramatic progression described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some compression artifacts and mild softness in fine textures. Colors are warm and desert-appropriate, lighting remains consistent, and there are no major distortions or abrupt frame-to-frame changes. The imagery is coherent and watchable, though it lacks the crispness and fine-grain detail seen in higher-quality footage.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes desert scenery, warm lighting, and visible cacti, which align with parts of the description. However, key aspects such as a pronounced low-to-high camera motion, a clear transition through multiple perspectives, and a strong emphasis on scale are not convincingly realized, resulting in only partial fidelity to the intended cinematic arc.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible desert physics—sand textures, dune shapes, and cactus placement feel believable under warm dusk lighting. There are no obvious violations of physical plausibility, though minor inconsistencies in shadow direction or object scale prevent a higher rating.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.",
+ "seed": 26285,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_12/index_4135_seed_26285_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": 2.609375,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.25,
+ "avg": 9.21875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\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 cinematic drone sequence that begins with a broad bird's-eye view, gradually descends toward the ground, passes over delicate wind-carved ripples, and then climbs back up to reveal the landscape. In practice, the video presents a desert scene with dunes and cacti, but it does not convincingly realize the full dynamic arc described (steady descent followed by a return ascent). The overall alignment is moderate rather than strong.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the desert elements, with warm lighting and natural color balance. There are no major distortions or artifacts, and textures are reasonably well-rendered. However, some frames exhibit mild softness and minor compression noise, which prevents a higher rating. The sequence remains stable without obvious jitter, though the limited frame set restricts assessment of motion continuity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as desert terrain, dunes, and visible cacti, and the lighting evokes a warm desert atmosphere. However, the essential dynamic camera movement promised by the prompt — a steady descent near the ground and a subsequent ascent — is not clearly demonstrated, resulting in only partial fulfillment of the described arc.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible desert physics: sand dune shapes, wind-sculpted textures, and the placement of cacti are believable. Lighting and shadows are generally coherent with a single light direction, and there are no glaring inconsistencies. Some minor shadow directions or scale cues could be refined, but nothing undermines overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.578125,
+ "MQ": 3.03125,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 cinematic drone sequence that begins with a broad bird's-eye view, gradually descends toward the ground, passes over delicate wind-carved ripples, and then climbs back up to reveal the landscape. In practice, the video presents a desert scene with dunes and cacti, but it does not convincingly realize the full dynamic arc described (steady descent followed by a return ascent). The overall alignment is moderate rather than strong.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the desert elements, with warm lighting and natural color balance. There are no major distortions or artifacts, and textures are reasonably well-rendered. However, some frames exhibit mild softness and minor compression noise, which prevents a higher rating. The sequence remains stable without obvious jitter, though the limited frame set restricts assessment of motion continuity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as desert terrain, dunes, and visible cacti, and the lighting evokes a warm desert atmosphere. However, the essential dynamic camera movement promised by the prompt — a steady descent near the ground and a subsequent ascent — is not clearly demonstrated, resulting in only partial fulfillment of the described arc.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible desert physics: sand dune shapes, wind-sculpted textures, and the placement of cacti are believable. Lighting and shadows are generally coherent with a single light direction, and there are no glaring inconsistencies. Some minor shadow directions or scale cues could be refined, but nothing undermines overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.",
+ "seed": 26286,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_12/index_4135_seed_26286_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 9.375,
+ "avg": 9.34375,
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+ "question": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\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 cinematic drone sequence that begins with a broad bird's-eye view of a desert, gradually descending toward the ground, then climbing back up to reveal the landscape from above. Key elements include a desert setting, warm dusk lighting, rolling dunes, visible cacti, and a progression from low to high altitude.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the desert features, but there are occasional minor artifacts and slight inconsistencies in color grading or edge definition. Lighting remains generally warm and consistent, yet some frames exhibit mild exposure variation. The sequence maintains reasonable continuity, though it does not reach high-end cinematic polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements—desert environment, warm dusk lighting, rolling dunes, and visible cacti—and conveys a drone-like perspective with motion cues suggesting ascent and descent. The core narrative and progression described in the prompt are well represented, with only minor deviations in pacing or framing that do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible desert physics and lighting, with coherent shadows and terrain interactions. However, there are subtle inconsistencies in scale or shadow behavior across frames that prevent a higher level of realism, though no major physical violations are evident.\n\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": {
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+ "TA": 3.171875,
+ "MQ": 3.3125,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 cinematic drone sequence that begins with a broad bird's-eye view of a desert, gradually descending toward the ground, then climbing back up to reveal the landscape from above. Key elements include a desert setting, warm dusk lighting, rolling dunes, visible cacti, and a progression from low to high altitude.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the desert features, but there are occasional minor artifacts and slight inconsistencies in color grading or edge definition. Lighting remains generally warm and consistent, yet some frames exhibit mild exposure variation. The sequence maintains reasonable continuity, though it does not reach high-end cinematic polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements—desert environment, warm dusk lighting, rolling dunes, and visible cacti—and conveys a drone-like perspective with motion cues suggesting ascent and descent. The core narrative and progression described in the prompt are well represented, with only minor deviations in pacing or framing that do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible desert physics and lighting, with coherent shadows and terrain interactions. However, there are subtle inconsistencies in scale or shadow behavior across frames that prevent a higher level of realism, though no major physical violations are evident.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.",
+ "seed": 26287,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_12/index_4135_seed_26287_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": 2.53125,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.",
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+ "selected_reward": 8.75,
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+ "generated_text": "\n\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 cinematic drone sequence that begins with a broad bird's-eye view of a desert, transitions to a low-to-ground level pass, and then climbs to reveal expansive scenery. The video captures several elements of this concept but does not fully realize the entire sequence or pacing described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in distant areas. Colors are warm and desert-appropriate, and lighting remains consistent across shots. There are no major distortions or artifacts, and the composition stays coherent; however, the overall sharpness and fine detail are not at peak levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes desert scenery, visible dunes, and cacti, and it presents a drone-like perspective. However, key aspects of the prompt—specifically a smooth, steady descent followed by a dramatic climb to a wide, elevated view—are not clearly realized, resulting in partial alignment rather than full fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible desert physics and lighting, with natural-looking shadows and terrain interactions. Some minor inconsistencies exist (e.g., occasional shadow directions or scale cues that feel slightly off), but they do not severely undermine overall realism.\n\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": 2.53125,
+ "TA": 3.296875,
+ "MQ": 2.921875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 cinematic drone sequence that begins with a broad bird's-eye view of a desert, transitions to a low-to-ground level pass, and then climbs to reveal expansive scenery. The video captures several elements of this concept but does not fully realize the entire sequence or pacing described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in distant areas. Colors are warm and desert-appropriate, and lighting remains consistent across shots. There are no major distortions or artifacts, and the composition stays coherent; however, the overall sharpness and fine detail are not at peak levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes desert scenery, visible dunes, and cacti, and it presents a drone-like perspective. However, key aspects of the prompt—specifically a smooth, steady descent followed by a dramatic climb to a wide, elevated view—are not clearly realized, resulting in partial alignment rather than full fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible desert physics and lighting, with natural-looking shadows and terrain interactions. Some minor inconsistencies exist (e.g., occasional shadow directions or scale cues that feel slightly off), but they do not severely undermine overall realism.\n\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/0000004/group_15/index_tensor([2454, 2454])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_15/index_tensor([2454, 2454])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5be1653b7e4edd28447ebc3b696a91c92b6aae62
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_15/index_tensor([2454, 2454])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.",
+ "seed": 12209,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_15/index_2454_seed_12209_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": 3.125,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 8.875,
+ "avg": 8.859375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\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, extreme macro shot with a slightly low angle focusing on a delicate poppy bud, with green, furry petals peeling back to reveal tightly curled, velvety scarlet petals, set against a soft-focus backdrop of a sun-drenched meadow that blurs into a green and gold bokeh. As the petals unfurl, a magical transformation occurs: translucent light sweeps across the organic texture, starting at the base and spreading outward, with the material visibly solidifying and hardening, its vibrant scarlet deepening to a rich crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of bloom, capturing a moment of impossible beautiful alchemy.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional minor inconsistencies such as slight color shifts or subtle artifacts that prevent a higher rating. The depth of field and lighting are generally convincing, yet not flawless across all frames, keeping the overall impression around average rather than excellent.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: static extreme macro framing, a slightly low angle, focus on a poppy bud, green meadow background with bokeh, and the progression of petal unfolding. The magical transformation and the implied light sweep are present, though some nuanced details of the metamorphosis are not fully explicit in every frame. Overall, the sequence aligns well with the textual description, with only minor deviations preventing a perfect match.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The metamorphosis follows a plausible progression, with the flower opening and the petals curling in a believable manner. However, certain aspects of the transformation—such as the timing and extent of the light interaction and the degree of structural change—do not fully conform to real-world botanical dynamics, resulting in a reasonable but not flawless level of common-sense consistency.\n\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": 3.125,
+ "TA": 2.453125,
+ "MQ": 3.28125,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, extreme macro shot with a slightly low angle focusing on a delicate poppy bud, with green, furry petals peeling back to reveal tightly curled, velvety scarlet petals, set against a soft-focus backdrop of a sun-drenched meadow that blurs into a green and gold bokeh. As the petals unfurl, a magical transformation occurs: translucent light sweeps across the organic texture, starting at the base and spreading outward, with the material visibly solidifying and hardening, its vibrant scarlet deepening to a rich crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of bloom, capturing a moment of impossible beautiful alchemy.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional minor inconsistencies such as slight color shifts or subtle artifacts that prevent a higher rating. The depth of field and lighting are generally convincing, yet not flawless across all frames, keeping the overall impression around average rather than excellent.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: static extreme macro framing, a slightly low angle, focus on a poppy bud, green meadow background with bokeh, and the progression of petal unfolding. The magical transformation and the implied light sweep are present, though some nuanced details of the metamorphosis are not fully explicit in every frame. Overall, the sequence aligns well with the textual description, with only minor deviations preventing a perfect match.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The metamorphosis follows a plausible progression, with the flower opening and the petals curling in a believable manner. However, certain aspects of the transformation—such as the timing and extent of the light interaction and the degree of structural change—do not fully conform to real-world botanical dynamics, resulting in a reasonable but not flawless level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.",
+ "seed": 12210,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_15/index_2454_seed_12210_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": 2.78125,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\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 static, extreme macro shot of a poppy bud with green, furry petals peeling back to reveal tightly curled, velvety scarlet petals within, set against a soft-focus backdrop of sun-drenched meadow that blurs into green and gold bokeh. As the petals unfurl, a magical transformation begins: a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy\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 frames and some artifacts that affect perceived quality. The lighting and color rendering are generally pleasant, yet the sequence does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up view, a slightly low angle, and a soft-focus background with warm bokeh. However, crucial aspects of the described metamorphosis — the progressive petal unfolding, the magical light sweep, the transition to glass-like solidity, and the final bloom with a sharp flash — are not convincingly realized. The result is a partial match where the initial setup aligns with the prompt, but the transformative sequence remains underdeveloped.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible botanical structure and lighting, with no obvious violations of basic physics. Yet the intended dynamic metamorphosis is not demonstrated, so the overall physical plausibility is acceptable but not strongly convincing.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 static, extreme macro shot of a poppy bud with green, furry petals peeling back to reveal tightly curled, velvety scarlet petals within, set against a soft-focus backdrop of sun-drenched meadow that blurs into green and gold bokeh. As the petals unfurl, a magical transformation begins: a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy\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 frames and some artifacts that affect perceived quality. The lighting and color rendering are generally pleasant, yet the sequence does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up view, a slightly low angle, and a soft-focus background with warm bokeh. However, crucial aspects of the described metamorphosis — the progressive petal unfolding, the magical light sweep, the transition to glass-like solidity, and the final bloom with a sharp flash — are not convincingly realized. The result is a partial match where the initial setup aligns with the prompt, but the transformative sequence remains underdeveloped.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible botanical structure and lighting, with no obvious violations of basic physics. Yet the intended dynamic metamorphosis is not demonstrated, so the overall physical plausibility is acceptable but not strongly convincing.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.",
+ "seed": 12211,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_15/index_2454_seed_12211_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.65625,
+ "video_score2_ta": 2.578125,
+ "video_score2_mq": 2.578125,
+ "video_score2_overall": 7.8125,
+ "avg": 7.8125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ "generated_text": "\n\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, extreme macro shot with a slightly low angle focusing on a delicate poppy bud, with green, furry petals peeling back to reveal tightly curled, velvety scarlet petals, set against a soft-focus backdrop of a sun-drenched meadow that blurs into a green and gold bokeh. The sequence should show petals gradually unfurling, a magical transformation with translucent light sweeping across the surface, starting at the base and spreading outward, followed by the material visibly solidifying and hardening as it transforms into solid, polished glass. The action is intended to pause at the moment of bloom, capturing a moment of impossible beautiful alchemy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, but there are noticeable inconsistencies in rendering across frames. Frame 1 presents a relatively natural poppy with realistic lighting and depth of field; Frames 2–4 introduce abrupt, non-physical transformations that distort the form and introduce unnatural color shifts (purple/magenta tints) without a coherent morphing mechanism. These abrupt changes reduce perceived realism and coherence, though the individual frames remain recognizable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While some elements align (extreme macro focus, low angle, soft background), the core narrative described in the prompt is not realized. The video does not depict a gradual petal unfurling or a magical transformation into glass; instead, it shows abrupt color shifts and non-physical distortions that contradict the intended progression. The result is a mismatch between the textual description and the visual execution, with only superficial aspects matching.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is weak (score 2). The depicted metamorphosis violates basic botanical and physical expectations: a living flower cannot undergo a glass-like solidification, nor can translucent light sweep across a materializing glass surface. The abrupt color and shape changes do not follow plausible botanical development or material behavior, leading to clear common-sense violations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "MQ": 2
+ },
+ "soft_scores": {
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+ "MQ": 2.578125,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, extreme macro shot with a slightly low angle focusing on a delicate poppy bud, with green, furry petals peeling back to reveal tightly curled, velvety scarlet petals, set against a soft-focus backdrop of a sun-drenched meadow that blurs into a green and gold bokeh. The sequence should show petals gradually unfurling, a magical transformation with translucent light sweeping across the surface, starting at the base and spreading outward, followed by the material visibly solidifying and hardening as it transforms into solid, polished glass. The action is intended to pause at the moment of bloom, capturing a moment of impossible beautiful alchemy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, but there are noticeable inconsistencies in rendering across frames. Frame 1 presents a relatively natural poppy with realistic lighting and depth of field; Frames 2–4 introduce abrupt, non-physical transformations that distort the form and introduce unnatural color shifts (purple/magenta tints) without a coherent morphing mechanism. These abrupt changes reduce perceived realism and coherence, though the individual frames remain recognizable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While some elements align (extreme macro focus, low angle, soft background), the core narrative described in the prompt is not realized. The video does not depict a gradual petal unfurling or a magical transformation into glass; instead, it shows abrupt color shifts and non-physical distortions that contradict the intended progression. The result is a mismatch between the textual description and the visual execution, with only superficial aspects matching.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is weak (score 2). The depicted metamorphosis violates basic botanical and physical expectations: a living flower cannot undergo a glass-like solidification, nor can translucent light sweep across a materializing glass surface. The abrupt color and shape changes do not follow plausible botanical development or material behavior, leading to clear common-sense violations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.",
+ "seed": 12212,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_15/index_2454_seed_12212_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.765625,
+ "video_score2_ta": 2.375,
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+ "video_score2_overall": 8.125,
+ "avg": 8.109375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\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, extreme macro shot with a slightly low angle focusing on a delicate poppy bud, with green, furry petals peeling back to reveal tightly curled, velvety scarlet petals, set against a soft-focus sun-drenched meadow with green and gold bokeh. The sequence should show petals gradually unfurling, a magical transformation with translucent light sweeping across the surface, starting at the base and spreading outward, followed by the material visibly solidifying and hardening as it turns from vibrant scarlet to a rich crystal ruby, ending with a moment of impossible beautiful alchemy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, with the poppy and background displaying good contrast and a pleasant bokeh. There are occasional minor inconsistencies in lighting and slight fluctuations in the flower’s appearance between frames, but no major distortions or artifacts that would severely degrade perception. The sequence remains coherent, though it does not reach high-end polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the extreme macro perspective, the slightly low angle, and the focus on the poppy with a soft background. However, crucial aspects of the described transformation — the gradual petal unfolding, the magical light sweep, the material solidification, and the final glass-like state — are not convincingly realized. The result is a partial match where the initial setup is present but the transformative narrative is underdeveloped.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible botanical structure and lighting, with no obvious violations of physics. Some subtle inconsistencies appear in frame-to-frame transitions and in the timing of the implied metamorphosis, but they do not undermine overall believability. The depiction remains reasonably coherent and physically plausible.\n\n\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": 2.765625,
+ "TA": 2.375,
+ "MQ": 2.96875,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, extreme macro shot with a slightly low angle focusing on a delicate poppy bud, with green, furry petals peeling back to reveal tightly curled, velvety scarlet petals, set against a soft-focus sun-drenched meadow with green and gold bokeh. The sequence should show petals gradually unfurling, a magical transformation with translucent light sweeping across the surface, starting at the base and spreading outward, followed by the material visibly solidifying and hardening as it turns from vibrant scarlet to a rich crystal ruby, ending with a moment of impossible beautiful alchemy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, with the poppy and background displaying good contrast and a pleasant bokeh. There are occasional minor inconsistencies in lighting and slight fluctuations in the flower’s appearance between frames, but no major distortions or artifacts that would severely degrade perception. The sequence remains coherent, though it does not reach high-end polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the extreme macro perspective, the slightly low angle, and the focus on the poppy with a soft background. However, crucial aspects of the described transformation — the gradual petal unfolding, the magical light sweep, the material solidification, and the final glass-like state — are not convincingly realized. The result is a partial match where the initial setup is present but the transformative narrative is underdeveloped.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible botanical structure and lighting, with no obvious violations of physics. Some subtle inconsistencies appear in frame-to-frame transitions and in the timing of the implied metamorphosis, but they do not undermine overall believability. The depiction remains reasonably coherent and physically plausible.\n\n\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/0000004/group_2/index_tensor([8889, 8889])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_2/index_tensor([8889, 8889])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b01a107a20455b80c611057acb6349b2d4d50581
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_2/index_tensor([8889, 8889])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 30524,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_2/index_8889_seed_30524_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": 3.515625,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.25,
+ "avg": 11.203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.",
+ "token_credit_reward": 11.25,
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+ "generated_text": "\n\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 minimalist, long, static shot from a horizontal angle capturing the oppressive, pure darkness of the deep sea, with a spherical grayish-white research submersible descending at a steady pace. A powerful searchlight on the front emits a highly focused, cold white beam that slices through the darkness, becoming the sole light source. Within this beam, suspended particles drift, and the scene aims for a deep sense of loneliness and the unknown, rendered with film grain and high noise.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the lighting/contrast between the bright searchlight beam and the dark surroundings is convincing. The particle effects and the hull details are discernible, and the color grading supports the intended mood. However, there are minor limitations in fine detail and some frames show slight softness or compression artifacts, which prevents a top-tier rating. The sequence remains coherent and stable, with no major distortions.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The minimalist composition, the horizontal framing, the deep-sea atmosphere, and the prominent searchlight are all present. The descent impression is conveyed through the framing and lighting, and the beam illuminates particles as described. Some aspects such as the exact pacing of the descent and the precise visibility of certain hull features are not perfectly matched, but the overall correspondence is strong and coherent.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible underwater physics: the submersible appears buoyant enough, the beam interacts with particles in a believable manner, and the environmental cues support a credible deep-sea setting. There are no obvious violations of physical principles, though a few micro-details could be refined for even tighter realism.\n\nGround-truth scores (for reference): Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\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": 3.515625,
+ "TA": 3.65625,
+ "MQ": 4.03125,
+ "Overall": 11.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 minimalist, long, static shot from a horizontal angle capturing the oppressive, pure darkness of the deep sea, with a spherical grayish-white research submersible descending at a steady pace. A powerful searchlight on the front emits a highly focused, cold white beam that slices through the darkness, becoming the sole light source. Within this beam, suspended particles drift, and the scene aims for a deep sense of loneliness and the unknown, rendered with film grain and high noise.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the lighting/contrast between the bright searchlight beam and the dark surroundings is convincing. The particle effects and the hull details are discernible, and the color grading supports the intended mood. However, there are minor limitations in fine detail and some frames show slight softness or compression artifacts, which prevents a top-tier rating. The sequence remains coherent and stable, with no major distortions.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The minimalist composition, the horizontal framing, the deep-sea atmosphere, and the prominent searchlight are all present. The descent impression is conveyed through the framing and lighting, and the beam illuminates particles as described. Some aspects such as the exact pacing of the descent and the precise visibility of certain hull features are not perfectly matched, but the overall correspondence is strong and coherent.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible underwater physics: the submersible appears buoyant enough, the beam interacts with particles in a believable manner, and the environmental cues support a credible deep-sea setting. There are no obvious violations of physical principles, though a few micro-details could be refined for even tighter realism.\n\nGround-truth scores (for reference): Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.",
+ "seed": 30525,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_2/index_8889_seed_30525_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.703125,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 11.6875,
+ "avg": 11.671875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.",
+ "token_credit_reward": 11.6875,
+ "selected_reward": 11.6875,
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+ "generated_text": "\n\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 minimalist, long, static shot from a horizontal angle capturing the oppressive, pure darkness of the deep sea, with a spherical grayish-white research submersible descending at a steady pace. A powerful searchlight on the front emits a highly focused, cold white beam that slices through the darkness, becoming the sole light source. Within this beam, suspended particles drift, and the scene aims for a deep sense of loneliness and the unknown, rendered with film grain and high noise.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The imagery maintains good clarity and consistent lighting across most frames, with convincing underwater haze and particle effects. However, there are occasional minor artifacts or slight softness in some frames, preventing a perfect top score. The sequence remains coherent and visually engaging, with a convincing balance between darkness and illumination.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the spherical submersible, grayish-white hull, visible circular window, and the prominent searchlight beam are present, along with suspended particles and the intended mood. The framing is largely horizontal and the shot feels static enough to convey depth. Some aspects such as the exact pacing of the descent and the intensity of the beam are not perfectly matched, resulting in a strong but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible underwater physics: the submersible appears buoyant yet capable of controlled movement, the beam direction and spread are believable, and particles move in response to light. There are no obvious violations of physical principles, though a few micro-details could be refined for even tighter realism.\n\nGround-truth scores (for reference): Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "Overall": 11.6875
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\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 minimalist, long, static shot from a horizontal angle capturing the oppressive, pure darkness of the deep sea, with a spherical grayish-white research submersible descending at a steady pace. A powerful searchlight on the front emits a highly focused, cold white beam that slices through the darkness, becoming the sole light source. Within this beam, suspended particles drift, and the scene aims for a deep sense of loneliness and the unknown, rendered with film grain and high noise.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The imagery maintains good clarity and consistent lighting across most frames, with convincing underwater haze and particle effects. However, there are occasional minor artifacts or slight softness in some frames, preventing a perfect top score. The sequence remains coherent and visually engaging, with a convincing balance between darkness and illumination.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the spherical submersible, grayish-white hull, visible circular window, and the prominent searchlight beam are present, along with suspended particles and the intended mood. The framing is largely horizontal and the shot feels static enough to convey depth. Some aspects such as the exact pacing of the descent and the intensity of the beam are not perfectly matched, resulting in a strong but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible underwater physics: the submersible appears buoyant yet capable of controlled movement, the beam direction and spread are believable, and particles move in response to light. There are no obvious violations of physical principles, though a few micro-details could be refined for even tighter realism.\n\nGround-truth scores (for reference): Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 30526,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_2/index_8889_seed_30526_dp_5_rank_10_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.828125,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.875,
+ "avg": 11.859375,
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+ "question": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.",
+ "token_credit_reward": 11.875,
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+ "generated_text": "\n\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 minimalist, long, static shot from a horizontal angle, capturing the oppressive darkness of the deep sea. It envisions a spherical, grayish-white research submersible with a matte, heavy-duty hull, a small circular window, and barely perceptible panel seams descending at a steady pace. A powerful searchlight on the front emits a highly focused, cold white beam that slices through the darkness, becoming the sole light source. Within this beam, suspended particles of marine snow drift, adding depth and texture. The scene aims for the simplicity and timelessness of a high-contrast, high-contrast black-and-white aesthetic with film grain and high noise, conveying loneliness, contemplation, and the fear of the unknown.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain strong clarity and consistent lighting. The submersible remains well defined against a dark background, with the searchlight beam and its interaction with the hull and surroundings rendered convincingly. The overall rendering is clean and professional, with no obvious artifacts or distortions. However, the video does not fully realize the requested high-contrast black-and-white look; color grading and tonal balance are present, which slightly reduces the monochrome intensity. Overall, Visual Quality is solid but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the spherical submersible, grayish-white hull, visible circular window, and the prominent searchlight are all present. The horizontal framing and the sense of a long, static shot are conveyed, and the beam’s illumination of the hull and surrounding space matches the description. Some aspects diverge: the exact motion impression (steady descent) is not strongly established across the sequence, and the particle effects resemble generic suspended debris rather than the specified marine snow. The monochrome aesthetic is not fully achieved due to color grading. Overall, Text-to-Video Alignment is good but not flawless, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical behavior: the submersible’s form, the light propagation from the searchlight, and the interaction between light and hull are plausible within an underwater setting. The motion appears controlled and steady, and there are no obvious physics violations. The main caveat is the particle behavior, which reads more as generic debris than authentic marine snow, introducing a minor inconsistency in material realism. Overall, Physical/Common-sense Consistency is solid, warranting a score of 4.\n\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": 3.828125,
+ "TA": 4.0,
+ "MQ": 4.03125,
+ "Overall": 11.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 minimalist, long, static shot from a horizontal angle, capturing the oppressive darkness of the deep sea. It envisions a spherical, grayish-white research submersible with a matte, heavy-duty hull, a small circular window, and barely perceptible panel seams descending at a steady pace. A powerful searchlight on the front emits a highly focused, cold white beam that slices through the darkness, becoming the sole light source. Within this beam, suspended particles of marine snow drift, adding depth and texture. The scene aims for the simplicity and timelessness of a high-contrast, high-contrast black-and-white aesthetic with film grain and high noise, conveying loneliness, contemplation, and the fear of the unknown.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain strong clarity and consistent lighting. The submersible remains well defined against a dark background, with the searchlight beam and its interaction with the hull and surroundings rendered convincingly. The overall rendering is clean and professional, with no obvious artifacts or distortions. However, the video does not fully realize the requested high-contrast black-and-white look; color grading and tonal balance are present, which slightly reduces the monochrome intensity. Overall, Visual Quality is solid but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the spherical submersible, grayish-white hull, visible circular window, and the prominent searchlight are all present. The horizontal framing and the sense of a long, static shot are conveyed, and the beam’s illumination of the hull and surrounding space matches the description. Some aspects diverge: the exact motion impression (steady descent) is not strongly established across the sequence, and the particle effects resemble generic suspended debris rather than the specified marine snow. The monochrome aesthetic is not fully achieved due to color grading. Overall, Text-to-Video Alignment is good but not flawless, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical behavior: the submersible’s form, the light propagation from the searchlight, and the interaction between light and hull are plausible within an underwater setting. The motion appears controlled and steady, and there are no obvious physics violations. The main caveat is the particle behavior, which reads more as generic debris than authentic marine snow, introducing a minor inconsistency in material realism. Overall, Physical/Common-sense Consistency is solid, warranting a score of 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.",
+ "seed": 30527,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_2/index_8889_seed_30527_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": 3.671875,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\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 minimalist, long, static shot from a horizontal angle depicting a deep-sea scene with an oppressive, near-black environment. It envisions a spherical, grayish-white research submersible with a matte, heavy-duty hull, a small circular window, and barely perceptible panel seams descending at a steady pace while a powerful searchlight on the front emits a highly focused, cold white beam that slices through the darkness, illuminating suspended particles resembling marine snow. The overall aesthetic aims for a cinematic yet documentary feel, with a deliberate emphasis on simplicity, timelessness, and a high-contrast black-and-white look.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and legible, but they do not reach the level of polish implied by the prompt. The resolution is adequate and the metallic textures are readable, yet there is a lack of dynamic range and cinematic depth that would elevate realism. The sequence appears relatively static, with limited motion cues beyond the beam and particles, which reduces perceived visual richness. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a spherical submersible, a grayish-white hull, a visible circular window, and a prominent front beam projecting into the dark environment — and conveys a deep-sea mood. However, key aspects such as the descent motion, the presence of marine snow particles, and the intended high-contrast, high-noise aesthetic are underrepresented or missing. The alignment is partial: essential components exist, but the execution does not fully realize the described atmosphere or dynamics.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater lighting and geometry, with a believable interaction between the beam and the surrounding darkness. Yet the absence of motion cues and the simplified particle behavior introduce mild inconsistencies with a fully dynamic underwater scenario. Overall, physical plausibility is acceptable but not strongly convincing.\n\nOverall assessment:\nThe video demonstrates competent technical rendering with moderate visual quality, partial alignment to the textual prompt, and acceptable physical consistency. It communicates the intended concept but lacks stronger cinematic depth and complete adherence to the detailed prompt.\n\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": 3.671875,
+ "TA": 2.109375,
+ "MQ": 3.15625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 minimalist, long, static shot from a horizontal angle depicting a deep-sea scene with an oppressive, near-black environment. It envisions a spherical, grayish-white research submersible with a matte, heavy-duty hull, a small circular window, and barely perceptible panel seams descending at a steady pace while a powerful searchlight on the front emits a highly focused, cold white beam that slices through the darkness, illuminating suspended particles resembling marine snow. The overall aesthetic aims for a cinematic yet documentary feel, with a deliberate emphasis on simplicity, timelessness, and a high-contrast black-and-white look.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and legible, but they do not reach the level of polish implied by the prompt. The resolution is adequate and the metallic textures are readable, yet there is a lack of dynamic range and cinematic depth that would elevate realism. The sequence appears relatively static, with limited motion cues beyond the beam and particles, which reduces perceived visual richness. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a spherical submersible, a grayish-white hull, a visible circular window, and a prominent front beam projecting into the dark environment — and conveys a deep-sea mood. However, key aspects such as the descent motion, the presence of marine snow particles, and the intended high-contrast, high-noise aesthetic are underrepresented or missing. The alignment is partial: essential components exist, but the execution does not fully realize the described atmosphere or dynamics.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater lighting and geometry, with a believable interaction between the beam and the surrounding darkness. Yet the absence of motion cues and the simplified particle behavior introduce mild inconsistencies with a fully dynamic underwater scenario. Overall, physical plausibility is acceptable but not strongly convincing.\n\nOverall assessment:\nThe video demonstrates competent technical rendering with moderate visual quality, partial alignment to the textual prompt, and acceptable physical consistency. It communicates the intended concept but lacks stronger cinematic depth and complete adherence to the detailed prompt.\n\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/0000004/group_6/index_tensor([5817, 5817])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_6/index_tensor([5817, 5817])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8213d54a0aa95a5ca3fa13b43934c2b6d42cc8d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_6/index_tensor([5817, 5817])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium tracking shot, shot from a slightly upward angle, follows an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere.",
+ "seed": 23058,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_6/index_5817_seed_23058_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": 3.15625,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.875,
+ "avg": 9.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium tracking shot, shot from a slightly upward angle, follows an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere.",
+ "token_credit_reward": 9.875,
+ "selected_reward": 9.875,
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+ "generated_text": "\n\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 tracking shot from a slightly upward angle following an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable with consistent lighting and no major distortions, though some frames exhibit subtle noise or compression effects. The autumn palette is present and warm, but the overall sharpness and detail do not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the elderly woman, her appearance, clothing, and the general setting with high fidelity. The main elements described in the prompt are represented: the upward-angle tracking, the visible wrinkles, the cardigan and turtleneck, the wooden cane, the dirt path, and the autumn forest with fallen leaves. Some very specific nuances such as the exact cadence of leaf rustling or the precise timing of the cane tap are difficult to verify from static frames, but they 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 and anatomy, with believable movement and interaction between the subject and environment. However, there are minor inconsistencies in motion dynamics or environmental interactions that prevent a higher score. Overall, the scene remains coherent and credible, with no glaring physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.15625,
+ "TA": 3.46875,
+ "MQ": 3.21875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 tracking shot from a slightly upward angle following an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable with consistent lighting and no major distortions, though some frames exhibit subtle noise or compression effects. The autumn palette is present and warm, but the overall sharpness and detail do not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the elderly woman, her appearance, clothing, and the general setting with high fidelity. The main elements described in the prompt are represented: the upward-angle tracking, the visible wrinkles, the cardigan and turtleneck, the wooden cane, the dirt path, and the autumn forest with fallen leaves. Some very specific nuances such as the exact cadence of leaf rustling or the precise timing of the cane tap are difficult to verify from static frames, but they 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 and anatomy, with believable movement and interaction between the subject and environment. However, there are minor inconsistencies in motion dynamics or environmental interactions that prevent a higher score. Overall, the scene remains coherent and credible, with no glaring physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 23059,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_6/index_5817_seed_23059_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "generated_text": "\n\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 tracking shot from a slightly upward angle following an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity but not high-end sharpness; there are occasional minor softness and slight color/contrast inconsistencies that prevent a top-tier look. The sequence remains stable with no major distortions, and lighting is generally natural, though some frames exhibit mild exposure variation. The result is acceptable and coherent, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the elderly woman, her appearance, clothing, the wooden cane, the dirt path, and the autumn forest setting with good fidelity. The camera work follows the subject with a smooth tracking motion, and the mood aligns with the described tranquil, nostalgic atmosphere. A few minor deviations exist in fine-grained details or timing, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible aging features, natural movement, and believable interaction with the environment. Lighting and shadows are generally coherent, and the walking dynamics feel authentic. However, there are subtle inconsistencies in micro-motions or environmental interactions that prevent a higher level of realism.\n\n\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": 2.5,
+ "TA": 3.765625,
+ "MQ": 3.234375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 tracking shot from a slightly upward angle following an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity but not high-end sharpness; there are occasional minor softness and slight color/contrast inconsistencies that prevent a top-tier look. The sequence remains stable with no major distortions, and lighting is generally natural, though some frames exhibit mild exposure variation. The result is acceptable and coherent, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the elderly woman, her appearance, clothing, the wooden cane, the dirt path, and the autumn forest setting with good fidelity. The camera work follows the subject with a smooth tracking motion, and the mood aligns with the described tranquil, nostalgic atmosphere. A few minor deviations exist in fine-grained details or timing, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible aging features, natural movement, and believable interaction with the environment. Lighting and shadows are generally coherent, and the walking dynamics feel authentic. However, there are subtle inconsistencies in micro-motions or environmental interactions that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "generated_text": "\n\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 tracking shot from a slightly upward angle following an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but not the ultra-high level described in the prompt. There are occasional soft areas and mild compression artifacts that reduce sharpness, though lighting remains warm and consistent across shots. The sequence appears stable with no major distortions, and color grading stays cohesive with autumnal tones. The result is acceptable but does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the elderly woman, her appearance, clothing, and the general setting with good fidelity. The medium tracking shot and the slightly upward angle are present, and the autumn forest environment with a dirt path and fallen leaves matches the description well. Some minor deviations exist, such as the hair styling not being exactly a bun and the absence of a clearly visible wooden cane, but these do not significantly detract from the overall alignment. The scene conveys the intended mood and progression with solid coherence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions, movement, and interaction with the environment feel plausible, and lighting/shadows align with the autumn setting. However, there are subtle inconsistencies in fine-grained details—such as the exact handling of the garment or the precise motion of the leaves underfoot—that prevent a higher score. Overall, the scene maintains believable realism without major logical gaps.\n\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": 2.875,
+ "TA": 3.203125,
+ "MQ": 3.25,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 tracking shot from a slightly upward angle following an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but not the ultra-high level described in the prompt. There are occasional soft areas and mild compression artifacts that reduce sharpness, though lighting remains warm and consistent across shots. The sequence appears stable with no major distortions, and color grading stays cohesive with autumnal tones. The result is acceptable but does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the elderly woman, her appearance, clothing, and the general setting with good fidelity. The medium tracking shot and the slightly upward angle are present, and the autumn forest environment with a dirt path and fallen leaves matches the description well. Some minor deviations exist, such as the hair styling not being exactly a bun and the absence of a clearly visible wooden cane, but these do not significantly detract from the overall alignment. The scene conveys the intended mood and progression with solid coherence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions, movement, and interaction with the environment feel plausible, and lighting/shadows align with the autumn setting. However, there are subtle inconsistencies in fine-grained details—such as the exact handling of the garment or the precise motion of the leaves underfoot—that prevent a higher score. Overall, the scene maintains believable realism without major logical gaps.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 23061,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_6/index_5817_seed_23061_dp_13_rank_26_sample_3_slot_1.mp4",
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+ "video_score2_ta": 3.140625,
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+ "video_score2_overall": 8.6875,
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+ "question": "medium tracking shot, shot from a slightly upward angle, follows an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere.",
+ "token_credit_reward": 8.6875,
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+ "generated_text": "\n\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 tracking shot from a slightly upward angle following an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable with no major distortions, though some frames exhibit subtle noise or compression effects. Lighting and contrast are generally consistent, and the autumn palette is present, but the overall sharpness and detail do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the elderly woman, her clothing, the purple cardigan over a white turtleneck, the wooden cane, the forward-leaning posture, the dirt path, and the autumn forest setting with golden leaves. The camera angle appears slightly upward as described. A minor discrepancy exists regarding the hair styling: the prompt specifies a neat bun, whereas the video shows hair that is not tied up. This is a small deviation that does not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, movement, lighting, and environmental interactions, with no obvious violations of physics. However, given the static-frame assessment, there could be subtle motion-related inconsistencies when the video plays, which prevents a higher score.\n\n\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": 2.421875,
+ "TA": 3.140625,
+ "MQ": 3.109375,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 tracking shot from a slightly upward angle following an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable with no major distortions, though some frames exhibit subtle noise or compression effects. Lighting and contrast are generally consistent, and the autumn palette is present, but the overall sharpness and detail do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the elderly woman, her clothing, the purple cardigan over a white turtleneck, the wooden cane, the forward-leaning posture, the dirt path, and the autumn forest setting with golden leaves. The camera angle appears slightly upward as described. A minor discrepancy exists regarding the hair styling: the prompt specifies a neat bun, whereas the video shows hair that is not tied up. This is a small deviation that does not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, movement, lighting, and environmental interactions, with no obvious violations of physics. However, given the static-frame assessment, there could be subtle motion-related inconsistencies when the video plays, which prevents a higher score.\n\n\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/0000004/group_8/index_tensor([4344, 4344])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_8/index_tensor([4344, 4344])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..11e7350117b7fb2e655613efb5d34a19b090cf6d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_8/index_tensor([4344, 4344])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.",
+ "seed": 4084,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_8/index_4344_seed_4084_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.140625,
+ "video_score2_ta": 3.4375,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.8125,
+ "avg": 9.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.",
+ "token_credit_reward": 9.8125,
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+ "generated_text": "\n\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 inside an ancient military tent with warm lighting from a bronze oil lamp, featuring Zhuge Liang in a wide-sleeved dark blue silk robe and turban, leaning over a large military map spread on a table, while holding a white crane feather fan and delivering a strategic briefing to surrounding armored generals. The setting, characters, and actions align with the intended narrative.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and props, but there are occasional minor artifacts and slight softness in some areas. Lighting remains warm and atmospheric, consistent with the candlelit tent ambiance, though not perfectly uniform across all frames. The sequence appears stable with no major distortions or abrupt changes, but the overall polish is not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a medium shot from a slightly elevated angle, warm interior lighting, a large map on a table, Zhuge Liang in traditional attire with a turban, and multiple armored generals around him. The presence of the white crane feather fan and the strategic discussion is conveyed, and the scene maintains the intended atmosphere. Minor deviations may exist in exact positioning or prop handling, but they 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 spatial relationships and lighting logic, with believable interactions between characters and objects. However, there are subtle inconsistencies in prop handling and shadow behavior that prevent a higher level of realism, though nothing breaks the overall coherence.\n\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": 3.140625,
+ "TA": 3.4375,
+ "MQ": 3.265625,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 inside an ancient military tent with warm lighting from a bronze oil lamp, featuring Zhuge Liang in a wide-sleeved dark blue silk robe and turban, leaning over a large military map spread on a table, while holding a white crane feather fan and delivering a strategic briefing to surrounding armored generals. The setting, characters, and actions align with the intended narrative.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and props, but there are occasional minor artifacts and slight softness in some areas. Lighting remains warm and atmospheric, consistent with the candlelit tent ambiance, though not perfectly uniform across all frames. The sequence appears stable with no major distortions or abrupt changes, but the overall polish is not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a medium shot from a slightly elevated angle, warm interior lighting, a large map on a table, Zhuge Liang in traditional attire with a turban, and multiple armored generals around him. The presence of the white crane feather fan and the strategic discussion is conveyed, and the scene maintains the intended atmosphere. Minor deviations may exist in exact positioning or prop handling, but they 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 spatial relationships and lighting logic, with believable interactions between characters and objects. However, there are subtle inconsistencies in prop handling and shadow behavior that prevent a higher level of realism, though nothing breaks the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.",
+ "seed": 4085,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_8/index_4344_seed_4085_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": 3.09375,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.875,
+ "avg": 9.84375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.",
+ "token_credit_reward": 9.875,
+ "selected_reward": 9.875,
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+ "generated_text": "\n\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 inside an ancient military tent with warm lighting from a bronze oil lamp, featuring Zhuge Liang in a wide-sleeved dark blue silk robe and turban, leaning over a large military map spread on a table, while holding a white crane feather fan and delivering a strategic briefing to armored generals. The setting, characters, and actions align with the described scenario.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main elements, but there are occasional minor artifacts and slight softness in some areas. Lighting remains warm and consistent, and color grading supports the historical mood. No major distortions or abrupt frame-to-frame changes are evident, though the imagery does not reach high-end cinematic polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential components: the ancient tent interior, warm lighting, Zhuge Liang’s attire and posture, the large map on the table, the white crane feather fan, and the presence of armored generals around the table. The camera framing and pacing convey a deliberate, steady progression toward the viewer, reinforcing the intended narrative. Minor deviations may exist in fine-grained details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and object interactions, with no obvious physics violations. However, there are subtle inconsistencies in prop handling and depth cues that prevent a higher level of realism, keeping the overall coherence acceptable rather than exceptional.\n\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": 3.09375,
+ "TA": 3.578125,
+ "MQ": 3.171875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 inside an ancient military tent with warm lighting from a bronze oil lamp, featuring Zhuge Liang in a wide-sleeved dark blue silk robe and turban, leaning over a large military map spread on a table, while holding a white crane feather fan and delivering a strategic briefing to armored generals. The setting, characters, and actions align with the described scenario.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main elements, but there are occasional minor artifacts and slight softness in some areas. Lighting remains warm and consistent, and color grading supports the historical mood. No major distortions or abrupt frame-to-frame changes are evident, though the imagery does not reach high-end cinematic polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential components: the ancient tent interior, warm lighting, Zhuge Liang’s attire and posture, the large map on the table, the white crane feather fan, and the presence of armored generals around the table. The camera framing and pacing convey a deliberate, steady progression toward the viewer, reinforcing the intended narrative. Minor deviations may exist in fine-grained details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and object interactions, with no obvious physics violations. However, there are subtle inconsistencies in prop handling and depth cues that prevent a higher level of realism, keeping the overall coherence acceptable rather than exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.",
+ "seed": 4086,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_8/index_4344_seed_4086_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 3.390625,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.375,
+ "avg": 9.375,
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+ "question": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.",
+ "token_credit_reward": 9.375,
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+ "generated_text": "\n\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 inside an ancient military tent with warm lighting from a bronze oil lamp, featuring Zhuge Liang in a dark blue silk robe and turban, leaning over a large military map spread on a table, while holding a white crane feather fan and delivering a strategic briefing to surrounding armored generals. The video largely captures these elements, though some specifics (such as exact attire shade or prop details) may vary across frames.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters, clothing, and the map, but there are occasional minor artifacts and slight softness in some areas. Lighting remains warm and consistent, and color grading supports the historical mood, yet the sequence does not exhibit high-end polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements—central figure, setting, map, and surrounding figures—are present and coherent. A few minor deviations exist (e.g., slight variations in clothing tone or prop details), but they do not significantly detract from the overall narrative alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible spatial relationships and lighting logic, with no major violations. However, there are subtle inconsistencies in depth cues or prop handling that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\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": 2.859375,
+ "TA": 3.390625,
+ "MQ": 3.125,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 inside an ancient military tent with warm lighting from a bronze oil lamp, featuring Zhuge Liang in a dark blue silk robe and turban, leaning over a large military map spread on a table, while holding a white crane feather fan and delivering a strategic briefing to surrounding armored generals. The video largely captures these elements, though some specifics (such as exact attire shade or prop details) may vary across frames.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters, clothing, and the map, but there are occasional minor artifacts and slight softness in some areas. Lighting remains warm and consistent, and color grading supports the historical mood, yet the sequence does not exhibit high-end polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements—central figure, setting, map, and surrounding figures—are present and coherent. A few minor deviations exist (e.g., slight variations in clothing tone or prop details), but they do not significantly detract from the overall narrative alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible spatial relationships and lighting logic, with no major violations. However, there are subtle inconsistencies in depth cues or prop handling that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.",
+ "seed": 4087,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000004/group_8/index_4344_seed_4087_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": 3.390625,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 10.25,
+ "avg": 10.28125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.",
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "generated_text": "\n\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 inside an ancient military tent with warm lighting from a bronze oil lamp, featuring Zhuge Liang in a wide-sleeved dark blue silk robe and turban, leaning over a large military map spread on a table, while holding a white crane feather fan and explaining a tactical concept to surrounding armored generals. The video largely captures these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and props, but there are occasional minor artifacts and slight softness in some areas. Lighting remains warm and atmospheric, consistent with the candlelit setting, and color grading supports the historical mood. There are no major distortions or abrupt frame-to-frame changes, and the sequence maintains coherence across shots. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a central figure resembling Zhuge Liang in appropriate attire, a large map on a table, surrounding armored figures, and a warm-lit tent environment. The camera framing and pacing align with the described medium-shot progression. Some fine-grained details—such as exact hand positioning of the fan and precise facial cues—are not perfectly rendered, but they do not significantly detract from the overall correspondence. The scene conveys the intended narrative and atmosphere effectively.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible spatial relationships, lighting, and object interactions, with no glaring physics violations. However, there are subtle inconsistencies in micro-motions and prop handling (e.g., slight irregularities in how the fan is held or how map details respond to touch) that prevent a higher level of realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical realism.\n\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": 3.703125,
+ "MQ": 3.1875,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 inside an ancient military tent with warm lighting from a bronze oil lamp, featuring Zhuge Liang in a wide-sleeved dark blue silk robe and turban, leaning over a large military map spread on a table, while holding a white crane feather fan and explaining a tactical concept to surrounding armored generals. The video largely captures these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and props, but there are occasional minor artifacts and slight softness in some areas. Lighting remains warm and atmospheric, consistent with the candlelit setting, and color grading supports the historical mood. There are no major distortions or abrupt frame-to-frame changes, and the sequence maintains coherence across shots. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a central figure resembling Zhuge Liang in appropriate attire, a large map on a table, surrounding armored figures, and a warm-lit tent environment. The camera framing and pacing align with the described medium-shot progression. Some fine-grained details—such as exact hand positioning of the fan and precise facial cues—are not perfectly rendered, but they do not significantly detract from the overall correspondence. The scene conveys the intended narrative and atmosphere effectively.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible spatial relationships, lighting, and object interactions, with no glaring physics violations. However, there are subtle inconsistencies in micro-motions and prop handling (e.g., slight irregularities in how the fan is held or how map details respond to touch) that prevent a higher level of realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical realism.\n\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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+ "generated_text": "\n\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 high-angle shot over a clear glass table, a slowly zooming-in sequence, a delicate white plate with a blue floral rim spinning on a reflective surface, the rim blur into circular color streaks under warm table-lamp lighting, the saucer slowing, swaying gently, then stopping, transitioning to a static top-down view, and finally showing the saucer resting motionless atop a stack of three old hardcover books with varied dark-green leather, fading crimson cloth, and beige linen, all bathed in realistic study lighting with soft shadows and a serene atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clean with decent sharpness and consistent lighting. The glass table reflections are present and believable, and the saucer and book stack are clearly visible. However, the sequence appears largely static with minimal motion between frames, resulting in only moderate dynamism overall. There are no obvious distortions or artifacts, but the lack of movement reduces the perceived visual quality relative to a fully dynamic capture.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the scene presents a top-down view over a glass table with a saucer on a stack of books, and the lighting matches a warm, realistic setup. However, key elements described in the prompt—specifically the high-angle initial perspective, the gradual zoom-in, the rapid spinning of the saucer, and the deliberate slowing and stopping—are not realized in the footage. The result is a moderate level of alignment rather than full fidelity to the original description.\n\nPhysical Consistency (Common-sense):\nThe arrangement reads as physically plausible: the saucer sits on the book stack, lighting and shadows are coherent, and the glass reflection behaves realistically. The static nature does not introduce any physical inconsistencies; it simply limits the depiction of the described dynamic actions. Overall, physical consistency remains solid but not exceptional due to the absence of the intended motion.\n\n\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": 3.5,
+ "TA": 1.859375,
+ "MQ": 3.265625,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-angle shot over a clear glass table, a slowly zooming-in sequence, a delicate white plate with a blue floral rim spinning on a reflective surface, the rim blur into circular color streaks under warm table-lamp lighting, the saucer slowing, swaying gently, then stopping, transitioning to a static top-down view, and finally showing the saucer resting motionless atop a stack of three old hardcover books with varied dark-green leather, fading crimson cloth, and beige linen, all bathed in realistic study lighting with soft shadows and a serene atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clean with decent sharpness and consistent lighting. The glass table reflections are present and believable, and the saucer and book stack are clearly visible. However, the sequence appears largely static with minimal motion between frames, resulting in only moderate dynamism overall. There are no obvious distortions or artifacts, but the lack of movement reduces the perceived visual quality relative to a fully dynamic capture.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the scene presents a top-down view over a glass table with a saucer on a stack of books, and the lighting matches a warm, realistic setup. However, key elements described in the prompt—specifically the high-angle initial perspective, the gradual zoom-in, the rapid spinning of the saucer, and the deliberate slowing and stopping—are not realized in the footage. The result is a moderate level of alignment rather than full fidelity to the original description.\n\nPhysical Consistency (Common-sense):\nThe arrangement reads as physically plausible: the saucer sits on the book stack, lighting and shadows are coherent, and the glass reflection behaves realistically. The static nature does not introduce any physical inconsistencies; it simply limits the depiction of the described dynamic actions. Overall, physical consistency remains solid but not exceptional due to the absence of the intended motion.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle lens, positioned directly above a clear glass table, slowly zooms in to capture the dynamic motion of a delicate white porcelain plate spinning rapidly on its reflective surface. The tray's rim is adorned with a delicate blue floral pattern, which initially blurs into circular streaks of color under the focused, warm glow of a table lamp just outside the frame. As the saucer's rotation deliberately slows, its pattern becomes more distinct, and it gently sways before coming to a completely silent halt. The camera's movement stops, transitioning into a static, top-down view, depicting the final composition: the saucer now rests motionless a few inches from the bottom of a stack of three old hardcover books, clad in a variety of dark green leather, faded crimson cloth, and beige linen. The entire scene is bathed in realistic study lighting, casting soft shadows and creating a welcoming atmosphere, while the polished glass tabletop reflects the warm light and the serenity of the objects.",
+ "seed": 24153,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_0/index_5950_seed_24153_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": 3.671875,
+ "video_score2_ta": 1.90625,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 9.4375,
+ "avg": 9.453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-angle lens, positioned directly above a clear glass table, slowly zooms in to capture the dynamic motion of a delicate white porcelain plate spinning rapidly on its reflective surface. The tray's rim is adorned with a delicate blue floral pattern, which initially blurs into circular streaks of color under the focused, warm glow of a table lamp just outside the frame. As the saucer's rotation deliberately slows, its pattern becomes more distinct, and it gently sways before coming to a completely silent halt. The camera's movement stops, transitioning into a static, top-down view, depicting the final composition: the saucer now rests motionless a few inches from the bottom of a stack of three old hardcover books, clad in a variety of dark green leather, faded crimson cloth, and beige linen. The entire scene is bathed in realistic study lighting, casting soft shadows and creating a welcoming atmosphere, while the polished glass tabletop reflects the warm light and the serenity of the objects.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
+ "frame_importance": [
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+ "generated_text": "\n\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 high-angle shot over a clear glass table, a slowly zooming-in sequence, a delicate white porcelain plate with a blue floral rim spinning on a reflective surface, color streaks under warm lamp light, deliberate slowing of the rotation, a top-down view, and a final composition with the saucer near the bottom of a stack of three old hardcover books in varied dark leather, fading crimson cloth, and beige linen, all bathed in realistic study lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clean with good detail and stable lighting. The saucer, its blue floral rim, and the glass surface are clearly rendered, and reflections are believable. There are no obvious distortions or artifacts, and transitions between frames are smooth. However, the sequence remains largely static with minimal motion, so the dynamic aspects described in the prompt are not realized. Overall, Visual Quality is solid but not exceptional (score 4).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: some elements such as the high-angle perspective, the clear glass table, and the presence of a saucer with a blue floral rim are present. Yet key dynamic components are missing: there is no observable zoom, no rotation, and no progression toward a final composition. The result shows a static scene that captures surface details well but fails to convey the intended motion and narrative flow. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the saucer sits on the glass surface with believable reflections, and the surrounding objects appear logically arranged. The lack of motion does not introduce physical contradictions; it simply reduces the perceived dynamism. Overall, Physical/Common-sense Consistency is acceptable (score 3).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
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+ "soft_scores": {
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+ "TA": 1.90625,
+ "MQ": 3.875,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-angle shot over a clear glass table, a slowly zooming-in sequence, a delicate white porcelain plate with a blue floral rim spinning on a reflective surface, color streaks under warm lamp light, deliberate slowing of the rotation, a top-down view, and a final composition with the saucer near the bottom of a stack of three old hardcover books in varied dark leather, fading crimson cloth, and beige linen, all bathed in realistic study lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clean with good detail and stable lighting. The saucer, its blue floral rim, and the glass surface are clearly rendered, and reflections are believable. There are no obvious distortions or artifacts, and transitions between frames are smooth. However, the sequence remains largely static with minimal motion, so the dynamic aspects described in the prompt are not realized. Overall, Visual Quality is solid but not exceptional (score 4).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: some elements such as the high-angle perspective, the clear glass table, and the presence of a saucer with a blue floral rim are present. Yet key dynamic components are missing: there is no observable zoom, no rotation, and no progression toward a final composition. The result shows a static scene that captures surface details well but fails to convey the intended motion and narrative flow. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the saucer sits on the glass surface with believable reflections, and the surrounding objects appear logically arranged. The lack of motion does not introduce physical contradictions; it simply reduces the perceived dynamism. Overall, Physical/Common-sense Consistency is acceptable (score 3).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
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+ "seed": 24154,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_0/index_5950_seed_24154_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 2.515625,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
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+ "question": "high-angle lens, positioned directly above a clear glass table, slowly zooms in to capture the dynamic motion of a delicate white porcelain plate spinning rapidly on its reflective surface. The tray's rim is adorned with a delicate blue floral pattern, which initially blurs into circular streaks of color under the focused, warm glow of a table lamp just outside the frame. As the saucer's rotation deliberately slows, its pattern becomes more distinct, and it gently sways before coming to a completely silent halt. The camera's movement stops, transitioning into a static, top-down view, depicting the final composition: the saucer now rests motionless a few inches from the bottom of a stack of three old hardcover books, clad in a variety of dark green leather, faded crimson cloth, and beige linen. The entire scene is bathed in realistic study lighting, casting soft shadows and creating a welcoming atmosphere, while the polished glass tabletop reflects the warm light and the serenity of the objects.",
+ "token_credit_reward": 9.0625,
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+ "generated_text": "\n\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 high-angle shot over a clear glass table, a slowly zooming-in sequence, a delicate white plate with a blue floral rim spinning on a reflective surface, color streaks around the rim, a deliberate slowdown of the rotation, a transition to a static top-down view, and a final composition where the saucer sits motionless atop a stack of three old hardcover books with varied colored covers, under realistic study lighting.\n\nVisual Quality Assessment:\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. The plate’s rim pattern exhibits mild distortion across frames, and the rotation is not convincingly smooth or rapid as described. The zoom and motion dynamics are not clearly demonstrated in the static frames, limiting assessment of motion fidelity. The glass surface reflections are present but do not dominate the scene, and the final composition remains legible though not perfectly crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a top-down perspective, a clear glass table, and a plate with a blue rim. However, essential aspects of the prompt—rapid spinning, visible color streaks around the rim, and a deliberate slowdown—are not convincingly realized. The sequence does not clearly show the zoom progression, and the final resting position on the book stack is only loosely inferred from the frames. Overall, the alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object interactions and lighting, with the glass table, books, and plate appearing coherent. Some minor inconsistencies exist, such as slight rim distortion and the absence of explicit motion cues, which prevent a stronger sense of realism. The overall arrangement remains believable, though not perfectly precise.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 3.296875,
+ "TA": 2.515625,
+ "MQ": 3.25,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-angle shot over a clear glass table, a slowly zooming-in sequence, a delicate white plate with a blue floral rim spinning on a reflective surface, color streaks around the rim, a deliberate slowdown of the rotation, a transition to a static top-down view, and a final composition where the saucer sits motionless atop a stack of three old hardcover books with varied colored covers, under realistic study lighting.\n\nVisual Quality Assessment:\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. The plate’s rim pattern exhibits mild distortion across frames, and the rotation is not convincingly smooth or rapid as described. The zoom and motion dynamics are not clearly demonstrated in the static frames, limiting assessment of motion fidelity. The glass surface reflections are present but do not dominate the scene, and the final composition remains legible though not perfectly crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a top-down perspective, a clear glass table, and a plate with a blue rim. However, essential aspects of the prompt—rapid spinning, visible color streaks around the rim, and a deliberate slowdown—are not convincingly realized. The sequence does not clearly show the zoom progression, and the final resting position on the book stack is only loosely inferred from the frames. Overall, the alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object interactions and lighting, with the glass table, books, and plate appearing coherent. Some minor inconsistencies exist, such as slight rim distortion and the absence of explicit motion cues, which prevent a stronger sense of realism. The overall arrangement remains believable, though not perfectly precise.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle lens, positioned directly above a clear glass table, slowly zooms in to capture the dynamic motion of a delicate white porcelain plate spinning rapidly on its reflective surface. The tray's rim is adorned with a delicate blue floral pattern, which initially blurs into circular streaks of color under the focused, warm glow of a table lamp just outside the frame. As the saucer's rotation deliberately slows, its pattern becomes more distinct, and it gently sways before coming to a completely silent halt. The camera's movement stops, transitioning into a static, top-down view, depicting the final composition: the saucer now rests motionless a few inches from the bottom of a stack of three old hardcover books, clad in a variety of dark green leather, faded crimson cloth, and beige linen. The entire scene is bathed in realistic study lighting, casting soft shadows and creating a welcoming atmosphere, while the polished glass tabletop reflects the warm light and the serenity of the objects.",
+ "seed": 24155,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_0/index_5950_seed_24155_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": 3.671875,
+ "video_score2_ta": 1.890625,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle lens, positioned directly above a clear glass table, slowly zooms in to capture the dynamic motion of a delicate white porcelain plate spinning rapidly on its reflective surface. The tray's rim is adorned with a delicate blue floral pattern, which initially blurs into circular streaks of color under the focused, warm glow of a table lamp just outside the frame. As the saucer's rotation deliberately slows, its pattern becomes more distinct, and it gently sways before coming to a completely silent halt. The camera's movement stops, transitioning into a static, top-down view, depicting the final composition: the saucer now rests motionless a few inches from the bottom of a stack of three old hardcover books, clad in a variety of dark green leather, faded crimson cloth, and beige linen. The entire scene is bathed in realistic study lighting, casting soft shadows and creating a welcoming atmosphere, while the polished glass tabletop reflects the warm light and the serenity of the objects.",
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+ "generated_text": "\n\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 high-angle shot over a clear glass table, a slow zoom, a delicate white saucer with a blue floral rim spinning on a reflective surface, a tray with a blue rim, color streaks under warm table-lamp light, the saucer slowing and swaying, then resting motionless near a stack of three old hardcover books with varied dark leather, fading crimson cloth, and beige linen, all bathed in realistic study lighting with soft shadows and a serene atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there is little variation across frames, resulting in a largely static sequence. There are no obvious distortions or artifacts, yet the lack of motion reduces perceived quality relative to a fully dynamic capture.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some elements appear (a saucer with a blue rim, a glass-like surface, and a top-down view), the core dynamic aspects described in the prompt are not realized: there is no evident zoom, no visible rotation or motion blur, and no progression from spinning to a gentle stop. The scene remains largely static, indicating only partial adherence to the requested dynamics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is strong (score 4). Objects sit naturally on the surface, lighting and shadows are coherent, and there are no apparent physics violations. The scene maintains plausible spatial relationships and material properties throughout.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 2,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 1.890625,
+ "MQ": 3.1875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-angle shot over a clear glass table, a slow zoom, a delicate white saucer with a blue floral rim spinning on a reflective surface, a tray with a blue rim, color streaks under warm table-lamp light, the saucer slowing and swaying, then resting motionless near a stack of three old hardcover books with varied dark leather, fading crimson cloth, and beige linen, all bathed in realistic study lighting with soft shadows and a serene atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there is little variation across frames, resulting in a largely static sequence. There are no obvious distortions or artifacts, yet the lack of motion reduces perceived quality relative to a fully dynamic capture.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some elements appear (a saucer with a blue rim, a glass-like surface, and a top-down view), the core dynamic aspects described in the prompt are not realized: there is no evident zoom, no visible rotation or motion blur, and no progression from spinning to a gentle stop. The scene remains largely static, indicating only partial adherence to the requested dynamics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is strong (score 4). Objects sit naturally on the surface, lighting and shadows are coherent, and there are no apparent physics violations. The scene maintains plausible spatial relationships and material properties throughout.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_1/index_tensor([6805, 6805])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_1/index_tensor([6805, 6805])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..09423ceee205b9739c5edaab5c4246cac2196208
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_1/index_tensor([6805, 6805])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 26031,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_1/index_6805_seed_26031_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": 3.625,
+ "video_score2_ta": 2.0,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.6875,
+ "avg": 8.703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up immerses the viewer in an artistic interpretation of marine life, capturing the complex skeletal structure of a blue sunray algae* rendered in the refined style of Chinese ink painting. The coral's form is a complex network of crystalline branches, defined by sharp, calligraphic lines and textures, evoking the sensation of ink on paper. The color palette is strictly limited to deep, resonant blues and velvety, bottomless blacks, the stark contrast creating a sense of depth and form. From within the countless tiny pores of this dark, branching skeleton, translucent polyps, painted in a paler, ethereal cobalt, rhythmically expand and contract. They delicately unfold, their feathery tentacles pulsating in silent, hypnotic synchrony before rapidly retreating back into the structure, a continuous, wave-like motion flowing through the entire colony. This collective action creates a powerful impression of a single living organism slowly chewing through the surrounding void, which is not water but an abstract background of bleeding, graded ink washes, establishing an atmosphere of living art that is mysterious and profoundly tranquil.",
+ "token_credit_reward": 8.6875,
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+ "generated_text": "\n\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 static, extreme close-up of marine life with a blue sunray algae-inspired form rendered in a refined ink-painting style. It envisions a complex crystalline network with sharp, calligraphic lines, a deep blue palette, and a dynamic, rhythmic expansion and retraction of translucent polyps within a dark, branching skeleton. The scene should convey a single living organism moving through an abstract, ink-washed background, balancing mystery with tranquility.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and legible, with decent resolution and consistent lighting. The blue tones and the intricate structure are recognizable, and the overall rendering is clean. However, the sequence reads as relatively static with limited motion between frames, resulting in only moderate dynamism. There are no obvious artifacts or distortions, and the imagery remains readable throughout. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements—blue coloration, intricate structure, and a close-up focus—yet it does not fully realize the described kinetic dynamics. The expected rhythmic polyp movements and the sense of a living, evolving entity are not convincingly demonstrated, leading to only partial alignment with the prompt. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible biological morphology and consistent lighting, with no evident physical contradictions. The static presentation reduces perceived realism somewhat, but there are no clear violations of common-sense expectations. Overall, Physical/Common-sense Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.0,
+ "MQ": 3.078125,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 static, extreme close-up of marine life with a blue sunray algae-inspired form rendered in a refined ink-painting style. It envisions a complex crystalline network with sharp, calligraphic lines, a deep blue palette, and a dynamic, rhythmic expansion and retraction of translucent polyps within a dark, branching skeleton. The scene should convey a single living organism moving through an abstract, ink-washed background, balancing mystery with tranquility.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and legible, with decent resolution and consistent lighting. The blue tones and the intricate structure are recognizable, and the overall rendering is clean. However, the sequence reads as relatively static with limited motion between frames, resulting in only moderate dynamism. There are no obvious artifacts or distortions, and the imagery remains readable throughout. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements—blue coloration, intricate structure, and a close-up focus—yet it does not fully realize the described kinetic dynamics. The expected rhythmic polyp movements and the sense of a living, evolving entity are not convincingly demonstrated, leading to only partial alignment with the prompt. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible biological morphology and consistent lighting, with no evident physical contradictions. The static presentation reduces perceived realism somewhat, but there are no clear violations of common-sense expectations. Overall, Physical/Common-sense Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
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+ "seed": 26032,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_1/index_6805_seed_26032_dp_2_rank_4_sample_1_slot_1.mp4",
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+ "generated_text": "\n\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 static, extreme close-up of marine life featuring blue sunray algae with a refined ink-painting aesthetic. It envisions a complex crystalline network, sharp calligraphic lines, a deep blue/black palette, and a dynamic, rhythmic expansion/contraction of translucent polyps within a dark, branching skeleton. The scene should convey a single living organism moving through an abstract, ink-washed background, balancing mystery with tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames present a coherent blue-on-black composition with decent contrast and recognizable forms, but there are occasional soft edges and minor artifacting that prevent a higher-fidelity look. The sequence remains stable with no major distortions, yet some fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements—blue sunray algae, intricate crystalline structures, calligraphic line work, and the restrained blue/black palette. The depiction of dynamic polyp movement is suggested but not uniformly pronounced across all frames; nonetheless, the essential prompt components are well represented and the overall mood aligns with the described living-art aesthetic.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The forms maintain plausible structural integrity and the color scheme supports the intended atmosphere, but some motions and interactions feel stylized rather than strictly physically accurate, leaving room for artistic interpretation while preserving coherence.\n\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": 3.140625,
+ "MQ": 3.28125,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 static, extreme close-up of marine life featuring blue sunray algae with a refined ink-painting aesthetic. It envisions a complex crystalline network, sharp calligraphic lines, a deep blue/black palette, and a dynamic, rhythmic expansion/contraction of translucent polyps within a dark, branching skeleton. The scene should convey a single living organism moving through an abstract, ink-washed background, balancing mystery with tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames present a coherent blue-on-black composition with decent contrast and recognizable forms, but there are occasional soft edges and minor artifacting that prevent a higher-fidelity look. The sequence remains stable with no major distortions, yet some fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements—blue sunray algae, intricate crystalline structures, calligraphic line work, and the restrained blue/black palette. The depiction of dynamic polyp movement is suggested but not uniformly pronounced across all frames; nonetheless, the essential prompt components are well represented and the overall mood aligns with the described living-art aesthetic.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The forms maintain plausible structural integrity and the color scheme supports the intended atmosphere, but some motions and interactions feel stylized rather than strictly physically accurate, leaving room for artistic interpretation while preserving coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up immerses the viewer in an artistic interpretation of marine life, capturing the complex skeletal structure of a blue sunray algae* rendered in the refined style of Chinese ink painting. The coral's form is a complex network of crystalline branches, defined by sharp, calligraphic lines and textures, evoking the sensation of ink on paper. The color palette is strictly limited to deep, resonant blues and velvety, bottomless blacks, the stark contrast creating a sense of depth and form. From within the countless tiny pores of this dark, branching skeleton, translucent polyps, painted in a paler, ethereal cobalt, rhythmically expand and contract. They delicately unfold, their feathery tentacles pulsating in silent, hypnotic synchrony before rapidly retreating back into the structure, a continuous, wave-like motion flowing through the entire colony. This collective action creates a powerful impression of a single living organism slowly chewing through the surrounding void, which is not water but an abstract background of bleeding, graded ink washes, establishing an atmosphere of living art that is mysterious and profoundly tranquil.",
+ "seed": 26033,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_1/index_6805_seed_26033_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 3.640625,
+ "video_score2_overall": 10.375,
+ "avg": 10.359375,
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up immerses the viewer in an artistic interpretation of marine life, capturing the complex skeletal structure of a blue sunray algae* rendered in the refined style of Chinese ink painting. The coral's form is a complex network of crystalline branches, defined by sharp, calligraphic lines and textures, evoking the sensation of ink on paper. The color palette is strictly limited to deep, resonant blues and velvety, bottomless blacks, the stark contrast creating a sense of depth and form. From within the countless tiny pores of this dark, branching skeleton, translucent polyps, painted in a paler, ethereal cobalt, rhythmically expand and contract. They delicately unfold, their feathery tentacles pulsating in silent, hypnotic synchrony before rapidly retreating back into the structure, a continuous, wave-like motion flowing through the entire colony. This collective action creates a powerful impression of a single living organism slowly chewing through the surrounding void, which is not water but an abstract background of bleeding, graded ink washes, establishing an atmosphere of living art that is mysterious and profoundly tranquil.",
+ "token_credit_reward": 10.375,
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+ "generated_text": "\n\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 static, extreme close-up of marine life featuring blue sunray algae with a refined ink-painting aesthetic. It envisions a complex skeletal structure with crystalline branches, sharp calligraphic lines, and a restrained blue/black palette. Translucent polyps with feathery tentacles are to move in rhythmic expansion and subtle unfolding against an abstract ink-wash background, conveying a living-art impression of a single organism.\n\nVisual Quality Assessment:\nOverall, the visuals are coherent and aesthetically consistent with the ink-painting style. The blue tones and the contrast between ink and wash are well maintained, and the forms read clearly across frames. However, there are minor issues: occasional slight softness or edge softness, and very subtle frame-to-frame inconsistencies in fine details. These do not dominate the viewing experience but prevent a perfect score. In sum, visual quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt—blue palette, ink-wash background, and a close-up focus with a delicate, organic feel. However, some elements are underrepresented: the depiction of a true sunray algae morphology is not strongly established, and the dynamic, rhythmic motion described (polyp expansion, unfolding, and rapid retraction) is not convincingly realized. The overall alignment is moderate, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater lighting and spatial relationships, with coherent shading and layering typical of an ink-painting approach. Yet the motion and structural cues do not fully satisfy real-world biology or fluid dynamics expectations; the dynamics appear stylized rather than physically precise. Overall, common-sense consistency sits at a mid level, around 3/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
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+ "TA": 3.359375,
+ "MQ": 3.640625,
+ "Overall": 10.375
+ }
+ }
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+ "\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 static, extreme close-up of marine life featuring blue sunray algae with a refined ink-painting aesthetic. It envisions a complex skeletal structure with crystalline branches, sharp calligraphic lines, and a restrained blue/black palette. Translucent polyps with feathery tentacles are to move in rhythmic expansion and subtle unfolding against an abstract ink-wash background, conveying a living-art impression of a single organism.\n\nVisual Quality Assessment:\nOverall, the visuals are coherent and aesthetically consistent with the ink-painting style. The blue tones and the contrast between ink and wash are well maintained, and the forms read clearly across frames. However, there are minor issues: occasional slight softness or edge softness, and very subtle frame-to-frame inconsistencies in fine details. These do not dominate the viewing experience but prevent a perfect score. In sum, visual quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt—blue palette, ink-wash background, and a close-up focus with a delicate, organic feel. However, some elements are underrepresented: the depiction of a true sunray algae morphology is not strongly established, and the dynamic, rhythmic motion described (polyp expansion, unfolding, and rapid retraction) is not convincingly realized. The overall alignment is moderate, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater lighting and spatial relationships, with coherent shading and layering typical of an ink-painting approach. Yet the motion and structural cues do not fully satisfy real-world biology or fluid dynamics expectations; the dynamics appear stylized rather than physically precise. Overall, common-sense consistency sits at a mid level, around 3/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 26034,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_1/index_6805_seed_26034_dp_3_rank_6_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.140625,
+ "video_score2_ta": 1.875,
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+ "question": "static, extreme close-up immerses the viewer in an artistic interpretation of marine life, capturing the complex skeletal structure of a blue sunray algae* rendered in the refined style of Chinese ink painting. The coral's form is a complex network of crystalline branches, defined by sharp, calligraphic lines and textures, evoking the sensation of ink on paper. The color palette is strictly limited to deep, resonant blues and velvety, bottomless blacks, the stark contrast creating a sense of depth and form. From within the countless tiny pores of this dark, branching skeleton, translucent polyps, painted in a paler, ethereal cobalt, rhythmically expand and contract. They delicately unfold, their feathery tentacles pulsating in silent, hypnotic synchrony before rapidly retreating back into the structure, a continuous, wave-like motion flowing through the entire colony. This collective action creates a powerful impression of a single living organism slowly chewing through the surrounding void, which is not water but an abstract background of bleeding, graded ink washes, establishing an atmosphere of living art that is mysterious and profoundly tranquil.",
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+ "credit_map_shape": [
+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 1,
+ 0,
+ 2
+ ],
+ "generated_text": "\n\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 static, extreme close-up of marine life featuring blue sunray algae with a refined ink-painting aesthetic. It envisions a complex crystalline skeleton, sharp calligraphic lines, a deep blue palette, and a dynamic, rhythmic expansion and retraction of translucent polyps with feather-like tentacles, set against an abstract ink-wash background. The overall intent is to convey a mysterious, living-art atmosphere.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear detail in the algae and the intricate surface features. The blue tones are consistent across frames, and the texture reads as detailed and organic. There are no obvious distortions or artifacts, and lighting remains stable. However, the sequence appears largely static with minimal motion between frames, which reduces the perceived dynamism of the scene. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the subject matter and blue palette match, and the close-up framing is present. Yet the essential dynamic elements—polyp expansion/contraction, feather-like tentacle motion, and the described rhythmic, hypnotic movement—are not realized. The result captures some atmospheric cues but misses the core kinetic narrative, yielding a moderate alignment score (3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible micro-organism morphology and consistent lighting, with no obvious physical contradictions. The lack of motion does not introduce any inconsistency; it simply limits the perception of life processes. Overall, physical/common-sense consistency is moderate (3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\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": 1.875,
+ "MQ": 3.03125,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 static, extreme close-up of marine life featuring blue sunray algae with a refined ink-painting aesthetic. It envisions a complex crystalline skeleton, sharp calligraphic lines, a deep blue palette, and a dynamic, rhythmic expansion and retraction of translucent polyps with feather-like tentacles, set against an abstract ink-wash background. The overall intent is to convey a mysterious, living-art atmosphere.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear detail in the algae and the intricate surface features. The blue tones are consistent across frames, and the texture reads as detailed and organic. There are no obvious distortions or artifacts, and lighting remains stable. However, the sequence appears largely static with minimal motion between frames, which reduces the perceived dynamism of the scene. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the subject matter and blue palette match, and the close-up framing is present. Yet the essential dynamic elements—polyp expansion/contraction, feather-like tentacle motion, and the described rhythmic, hypnotic movement—are not realized. The result captures some atmospheric cues but misses the core kinetic narrative, yielding a moderate alignment score (3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible micro-organism morphology and consistent lighting, with no obvious physical contradictions. The lack of motion does not introduce any inconsistency; it simply limits the perception of life processes. Overall, physical/common-sense consistency is moderate (3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\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/0000097/group_10/index_tensor([4653, 4653])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_10/index_tensor([4653, 4653])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..202b61b3d10ab91f715dfb8f6b96f4d40eaa61b9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_10/index_tensor([4653, 4653])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.",
+ "seed": 9014,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_10/index_4653_seed_9014_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": 3.625,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.1875,
+ "avg": 9.1875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.",
+ "token_credit_reward": 9.1875,
+ "selected_reward": 9.1875,
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+ "generated_text": "\n\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 looking at a stainless steel pan on a black iron grate of a gas stove. The pan shows a polished, slightly worn surface with soft warm kitchen lighting, and beneath it intense blue and orange gas flames licking the bottom. Inside, clear water is in a violent, continuous rolling boil as heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles form on the blazing metal base, expanding in size as they rise to the top and distort the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere of heat.\n\nVisual Quality Assessment:\nThe frames show decent clarity and consistent lighting, but the overall visual quality is moderate rather than exceptional. There are no obvious artifacts or distortions, yet the scene does not exhibit standout sharpness or dynamic detail across frames. The sequence appears relatively static, which limits the perception of high-fidelity motion. Overall, Visual Quality aligns with a mid-level score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (extreme close-up, static framing, slightly elevated angle, visible stainless pan, and bubbling water). However, key aspects described in the prompt—such as the intense blue/orange flames at the bottom and the dramatic, energetic motion—are not clearly depicted. The result is a moderate alignment between the text and the video content.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene presents plausible physical behavior: the pan sits on a gas burner, water bubbles and rises as expected, and the liquid dynamics appear coherent with heating. Lighting and reflections are consistent with a kitchen setting. While some details from the prompt are missing, the overall physical realism remains solid, yielding a moderate level of common-sense consistency.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\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": 3.625,
+ "TA": 2.453125,
+ "MQ": 3.109375,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 looking at a stainless steel pan on a black iron grate of a gas stove. The pan shows a polished, slightly worn surface with soft warm kitchen lighting, and beneath it intense blue and orange gas flames licking the bottom. Inside, clear water is in a violent, continuous rolling boil as heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles form on the blazing metal base, expanding in size as they rise to the top and distort the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere of heat.\n\nVisual Quality Assessment:\nThe frames show decent clarity and consistent lighting, but the overall visual quality is moderate rather than exceptional. There are no obvious artifacts or distortions, yet the scene does not exhibit standout sharpness or dynamic detail across frames. The sequence appears relatively static, which limits the perception of high-fidelity motion. Overall, Visual Quality aligns with a mid-level score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (extreme close-up, static framing, slightly elevated angle, visible stainless pan, and bubbling water). However, key aspects described in the prompt—such as the intense blue/orange flames at the bottom and the dramatic, energetic motion—are not clearly depicted. The result is a moderate alignment between the text and the video content.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene presents plausible physical behavior: the pan sits on a gas burner, water bubbles and rises as expected, and the liquid dynamics appear coherent with heating. Lighting and reflections are consistent with a kitchen setting. While some details from the prompt are missing, the overall physical realism remains solid, yielding a moderate level of common-sense consistency.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\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, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.",
+ "seed": 9015,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_10/index_4653_seed_9015_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.53125,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 10.25,
+ "avg": 10.28125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
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+ "generated_text": "\n\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 looking at a stainless steel pan on a black iron grate of a gas stove. The pan has a polished, slightly worn surface reflecting soft, warm kitchen light, with intense blue and orange gas flames at the bottom. Inside, clear water is in a violent, continuous rolling boil as heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles form on the blazing metal base, expanding as they rise to the top and distort the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a turbulent and energetic atmosphere.\n\nVisual Quality Analysis:\nOverall, the visuals are solid and coherent with the scene. The frames show good clarity and consistent lighting, with convincing reflections on the stainless surface. The water movement and bubbles are perceptible, and the color grading yields a warm, inviting kitchen feel. There are no major artifacts or distortions, and the sequence remains stable across frames. However, there are minor imperfections (e.g., occasional slight bloom or subtle noise in some frames) that prevent a perfect 5. On balance, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely matches the prompt: it presents an extreme close-up, static framing from a slightly elevated angle, focusing on a stainless steel pan with visible water movement and bubbles. The lighting and reflective properties of the pan are well captured. Some elements described in the prompt—such as the explicit depiction of the black iron grate and the vivid flame colors—are not clearly visible in the frames. Despite these gaps, the core narrative of heat-driven turbulence and dynamic liquid behavior is conveyed effectively. Overall alignment is strong, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe observed dynamics—boiling water, rising bubbles, and surface turbulence—are physically plausible and coherent with everyday kitchen experiences. The scene maintains believable material properties and lighting interactions, supporting a high level of common-sense consistency. While there may be minor simplifications in flame visualization, the overall physical behavior remains credible, justifying a score of 4.\n\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": 3.53125,
+ "TA": 2.796875,
+ "MQ": 3.953125,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 looking at a stainless steel pan on a black iron grate of a gas stove. The pan has a polished, slightly worn surface reflecting soft, warm kitchen light, with intense blue and orange gas flames at the bottom. Inside, clear water is in a violent, continuous rolling boil as heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles form on the blazing metal base, expanding as they rise to the top and distort the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a turbulent and energetic atmosphere.\n\nVisual Quality Analysis:\nOverall, the visuals are solid and coherent with the scene. The frames show good clarity and consistent lighting, with convincing reflections on the stainless surface. The water movement and bubbles are perceptible, and the color grading yields a warm, inviting kitchen feel. There are no major artifacts or distortions, and the sequence remains stable across frames. However, there are minor imperfections (e.g., occasional slight bloom or subtle noise in some frames) that prevent a perfect 5. On balance, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely matches the prompt: it presents an extreme close-up, static framing from a slightly elevated angle, focusing on a stainless steel pan with visible water movement and bubbles. The lighting and reflective properties of the pan are well captured. Some elements described in the prompt—such as the explicit depiction of the black iron grate and the vivid flame colors—are not clearly visible in the frames. Despite these gaps, the core narrative of heat-driven turbulence and dynamic liquid behavior is conveyed effectively. Overall alignment is strong, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe observed dynamics—boiling water, rising bubbles, and surface turbulence—are physically plausible and coherent with everyday kitchen experiences. The scene maintains believable material properties and lighting interactions, supporting a high level of common-sense consistency. While there may be minor simplifications in flame visualization, the overall physical behavior remains credible, justifying a score of 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.",
+ "seed": 9016,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_10/index_4653_seed_9016_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": 3.859375,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 10.0625,
+ "avg": 10.09375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\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 looking at a stainless steel pan on a black iron grate of a gas stove. The pan has a polished, slightly worn surface with soft warm kitchen lighting, and beneath it intense blue and orange gas flames. Inside, clear water is in a violent, continuous rolling boil as heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles form on the blazing metal base, expanding as they rise to the top and distort the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a turbulent and energetic atmosphere.\n\nVisual Quality Assessment:\nThe frames show solid visual quality overall. The pan and water are clearly visible with good detail, and the lighting remains consistent across shots. There is some minor softness or slight blur in parts of the frame, but no major artifacts or distortions. The sequence appears stable with minimal camera shake, and the metallic surfaces reflect light convincingly. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (extreme close-up, static framing, slightly elevated angle, visible stainless steel pan, water inside). However, key aspects are not realized: there is no clear evidence of a black iron grate beneath the pan, and the intense blue and orange gas flames are not visible. The water does not exhibit the dramatic rolling boil or the chaotic bubble dynamics described; the scene reads more as a gentle simmer with small bubbles rather than the energetic turbulence depicted. Consequently, the alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical expectations: the pan sits on a surface, water behaves plausibly when heated, and reflections on metal are reasonable. The absence of visible flames and the lack of the described dynamic heat interaction reduce the perceived realism somewhat, but there are no obvious physical contradictions. Overall, Physical/Common-sense Consistency is acceptable and aligns with a score of 3.\n\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": 3.859375,
+ "TA": 2.34375,
+ "MQ": 3.890625,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 looking at a stainless steel pan on a black iron grate of a gas stove. The pan has a polished, slightly worn surface with soft warm kitchen lighting, and beneath it intense blue and orange gas flames. Inside, clear water is in a violent, continuous rolling boil as heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles form on the blazing metal base, expanding as they rise to the top and distort the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a turbulent and energetic atmosphere.\n\nVisual Quality Assessment:\nThe frames show solid visual quality overall. The pan and water are clearly visible with good detail, and the lighting remains consistent across shots. There is some minor softness or slight blur in parts of the frame, but no major artifacts or distortions. The sequence appears stable with minimal camera shake, and the metallic surfaces reflect light convincingly. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (extreme close-up, static framing, slightly elevated angle, visible stainless steel pan, water inside). However, key aspects are not realized: there is no clear evidence of a black iron grate beneath the pan, and the intense blue and orange gas flames are not visible. The water does not exhibit the dramatic rolling boil or the chaotic bubble dynamics described; the scene reads more as a gentle simmer with small bubbles rather than the energetic turbulence depicted. Consequently, the alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical expectations: the pan sits on a surface, water behaves plausibly when heated, and reflections on metal are reasonable. The absence of visible flames and the lack of the described dynamic heat interaction reduce the perceived realism somewhat, but there are no obvious physical contradictions. Overall, Physical/Common-sense Consistency is acceptable and aligns with a score of 3.\n\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, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.",
+ "seed": 9017,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_10/index_4653_seed_9017_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 2.21875,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.625,
+ "avg": 8.65625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\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 looking at a stainless steel pan on a black iron grate of a gas stove. The pan has a polished, slightly worn surface reflecting soft, warm kitchen light, with intense blue and orange gas flames at the bottom. Inside, clear water is in a violent, continuous rolling boil as heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles form on the blazing metal base, expanding as they rise to the top and distort the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere of heat.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The pan and water are clearly visible with decent detail, and lighting remains consistent. Reflections on the metallic surface are plausible, and the water dynamics are discernible. However, there is some mild softness or slight blur in parts of the frame, which reduces overall sharpness. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — an extreme close-up, a stainless steel pan, and water in motion with bubbles. However, key aspects are missing or underrepresented: the black iron grate and the gas flame colors are not visible, and the scene does not show the dramatic, chaotic turbulence described. The alignment is partial rather than complete, resulting in a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe observed water behavior and reflections are physically plausible, with no obvious violations of basic physics. The scene remains coherent and believable, though it lacks the more extreme dynamics suggested by the prompt. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 3.3125,
+ "TA": 2.21875,
+ "MQ": 3.125,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 looking at a stainless steel pan on a black iron grate of a gas stove. The pan has a polished, slightly worn surface reflecting soft, warm kitchen light, with intense blue and orange gas flames at the bottom. Inside, clear water is in a violent, continuous rolling boil as heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles form on the blazing metal base, expanding as they rise to the top and distort the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere of heat.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The pan and water are clearly visible with decent detail, and lighting remains consistent. Reflections on the metallic surface are plausible, and the water dynamics are discernible. However, there is some mild softness or slight blur in parts of the frame, which reduces overall sharpness. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — an extreme close-up, a stainless steel pan, and water in motion with bubbles. However, key aspects are missing or underrepresented: the black iron grate and the gas flame colors are not visible, and the scene does not show the dramatic, chaotic turbulence described. The alignment is partial rather than complete, resulting in a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe observed water behavior and reflections are physically plausible, with no obvious violations of basic physics. The scene remains coherent and believable, though it lacks the more extreme dynamics suggested by the prompt. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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/0000097/group_11/index_tensor([5824, 5824])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_11/index_tensor([5824, 5824])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..611fd16f6cf3ac40bc80ef10748745b249bdd2bc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_11/index_tensor([5824, 5824])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.",
+ "seed": 9809,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_11/index_5824_seed_9809_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": 3.03125,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 10.125,
+ "avg": 10.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\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 medium shot of an intimate moment in a sun-drenched kitchen. It specifies an older woman with soft, silver-white hair in a loose bun and a young man in his 20s reclining at a rustic wooden table, embracing warmly. The woman wears a simple cream blouse and a faded floral apron; the man wears a navy blue Henley. A freshly baked pie sits between them on a white ceramic plate, with a golden-brown lattice crust and a plume of steam. Golden afternoon light streams through a nearby window, creating warm highlights and dancing dust particles. The backdrop is a cozy, lived-in kitchen with white cabinets and tile countertops, conveying deep tranquility and warmth.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The sequence remains stable with no major distortions, yet it does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the two people, their approximate ages, the embrace, the rustic wooden table, the white ceramic plate with a golden-brown lattice pie, visible steam, warm golden lighting, and the cozy kitchen setting. Minor deviations exist in fine-grained details such as exact positioning of hands or facial expressions, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with natural interactions and believable lighting. However, there are subtle inconsistencies in hand placement and some depth cues that prevent a higher score.\n\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": 3.03125,
+ "TA": 3.90625,
+ "MQ": 3.171875,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot of an intimate moment in a sun-drenched kitchen. It specifies an older woman with soft, silver-white hair in a loose bun and a young man in his 20s reclining at a rustic wooden table, embracing warmly. The woman wears a simple cream blouse and a faded floral apron; the man wears a navy blue Henley. A freshly baked pie sits between them on a white ceramic plate, with a golden-brown lattice crust and a plume of steam. Golden afternoon light streams through a nearby window, creating warm highlights and dancing dust particles. The backdrop is a cozy, lived-in kitchen with white cabinets and tile countertops, conveying deep tranquility and warmth.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The sequence remains stable with no major distortions, yet it does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the two people, their approximate ages, the embrace, the rustic wooden table, the white ceramic plate with a golden-brown lattice pie, visible steam, warm golden lighting, and the cozy kitchen setting. Minor deviations exist in fine-grained details such as exact positioning of hands or facial expressions, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with natural interactions and believable lighting. However, there are subtle inconsistencies in hand placement and some depth cues that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.",
+ "seed": 9810,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_11/index_5824_seed_9810_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": 2.890625,
+ "video_score2_ta": 3.828125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.75,
+ "avg": 9.765625,
+ "reward_records": [
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+ "question": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\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 medium shot of an intimate moment in a sun-drenched kitchen, featuring an older woman with soft, silver-white hair in a loose bun and a young man in his 20s reclining at a rustic wooden table, embracing warmly. The woman wears a simple cream blouse and a faded floral apron; the man wears a navy blue Henley. A freshly baked pie sits between them on a white ceramic plate, with steam rising from its center. Golden afternoon light streams through a nearby window, creating a warm, tranquil mood in a cozy kitchen with white cabinets and tile countertops.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across shots. The steam effect is present but not perfectly uniform, and some background details vary between frames. The sequence remains coherent and readable, though it does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All major elements are represented: the two people, their approximate ages, attire, the embrace, the rustic wooden table, the white ceramic plate with a freshly baked pie, visible steam, warm lighting, and the sunlit kitchen setting. Minor deviations exist in exact hand positioning and the precise timing of steam rise, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with the embrace appearing natural. There are small inconsistencies in hand placement and steam dynamics that slightly reduce realism, yet they do not undermine the overall believability of the moment.\n\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": {
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+ "TA": 3.828125,
+ "MQ": 3.046875,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot of an intimate moment in a sun-drenched kitchen, featuring an older woman with soft, silver-white hair in a loose bun and a young man in his 20s reclining at a rustic wooden table, embracing warmly. The woman wears a simple cream blouse and a faded floral apron; the man wears a navy blue Henley. A freshly baked pie sits between them on a white ceramic plate, with steam rising from its center. Golden afternoon light streams through a nearby window, creating a warm, tranquil mood in a cozy kitchen with white cabinets and tile countertops.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across shots. The steam effect is present but not perfectly uniform, and some background details vary between frames. The sequence remains coherent and readable, though it does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All major elements are represented: the two people, their approximate ages, attire, the embrace, the rustic wooden table, the white ceramic plate with a freshly baked pie, visible steam, warm lighting, and the sunlit kitchen setting. Minor deviations exist in exact hand positioning and the precise timing of steam rise, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with the embrace appearing natural. There are small inconsistencies in hand placement and steam dynamics that slightly reduce realism, yet they do not undermine the overall believability of the moment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 9811,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_11/index_5824_seed_9811_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 11,
+ "rank_in_group": 1,
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+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.75,
+ "avg": 9.75,
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+ "question": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\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 medium shot of an intimate moment in a sun-drenched kitchen featuring an older woman with soft, silver-white hair in a loose bun and a young man in his 20s reclining at a rustic wooden table, embracing warmly. The woman wears a simple cream blouse and a faded floral apron; the man wears a navy blue shirt. A freshly baked pie sits between them on a white ceramic plate, with steam rising from its center. Golden afternoon light streams through a nearby window, creating warm highlights and a tranquil, intimate mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and objects, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across shots. The sequence remains coherent and readable, though it does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All major elements described in the prompt are present: the two people, their approximate ages, attire, the embrace, the rustic wooden table, the central pie with steam, the sunlit kitchen, and the warm, intimate mood. Minor deviations may exist in exact hand positioning or facial expressions, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with no obvious anatomical errors. However, there are subtle cues that could be interpreted as slightly staged or less natural upon closer inspection, preventing a higher score.\n\n\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": 2.8125,
+ "TA": 3.890625,
+ "MQ": 3.046875,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot of an intimate moment in a sun-drenched kitchen featuring an older woman with soft, silver-white hair in a loose bun and a young man in his 20s reclining at a rustic wooden table, embracing warmly. The woman wears a simple cream blouse and a faded floral apron; the man wears a navy blue shirt. A freshly baked pie sits between them on a white ceramic plate, with steam rising from its center. Golden afternoon light streams through a nearby window, creating warm highlights and a tranquil, intimate mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and objects, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across shots. The sequence remains coherent and readable, though it does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All major elements described in the prompt are present: the two people, their approximate ages, attire, the embrace, the rustic wooden table, the central pie with steam, the sunlit kitchen, and the warm, intimate mood. Minor deviations may exist in exact hand positioning or facial expressions, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with no obvious anatomical errors. However, there are subtle cues that could be interpreted as slightly staged or less natural upon closer inspection, preventing a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.",
+ "seed": 9812,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_11/index_5824_seed_9812_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": 2.71875,
+ "video_score2_ta": 3.390625,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.25,
+ "avg": 9.203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\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 medium shot of an intimate moment in a sun-drenched kitchen featuring an older woman with soft, silver-white hair in a loose bun and a young man in his 20s reclining at a rustic wooden table, embracing warmly. The scene includes a freshly baked pie on a white ceramic plate between them, with a golden-brown lattice crust and a plume of steam, plus warm afternoon light and a cozy kitchen backdrop. The overall mood is one of deep tranquility, comfort, and heartfelt joy.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce sharpness. Lighting remains warm and consistent across shots, and color grading yields a pleasant golden tone. There are no major distortions or abrupt frame-to-frame changes, and the sequence maintains coherence. However, fine details such as facial features and textures are not consistently crisp, which lowers perceived clarity relative to high-end production.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements described in the prompt: a static, eye-level medium shot; two people at a rustic wooden table; an older woman with light hair in a loose bun and a young man in his 20s; they appear to be embracing warmly; a freshly baked pie on a white ceramic plate between them; a golden-brown lattice crust; warm lighting; and a cozy kitchen backdrop. Some minor deviations exist in exact clothing details and the precise moment of the embrace, but these do not significantly detract from the overall correspondence. The scene conveys the intended emotional warmth and domestic setting.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with natural-looking positioning and believable steam effects. However, there are subtle inconsistencies in hand placement and body posture during the embrace, and a few micro-details could be refined to improve realism. Overall, the scene remains coherent and credible, but not perfectly flawless.\n\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": 2.71875,
+ "TA": 3.390625,
+ "MQ": 3.09375,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot of an intimate moment in a sun-drenched kitchen featuring an older woman with soft, silver-white hair in a loose bun and a young man in his 20s reclining at a rustic wooden table, embracing warmly. The scene includes a freshly baked pie on a white ceramic plate between them, with a golden-brown lattice crust and a plume of steam, plus warm afternoon light and a cozy kitchen backdrop. The overall mood is one of deep tranquility, comfort, and heartfelt joy.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce sharpness. Lighting remains warm and consistent across shots, and color grading yields a pleasant golden tone. There are no major distortions or abrupt frame-to-frame changes, and the sequence maintains coherence. However, fine details such as facial features and textures are not consistently crisp, which lowers perceived clarity relative to high-end production.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements described in the prompt: a static, eye-level medium shot; two people at a rustic wooden table; an older woman with light hair in a loose bun and a young man in his 20s; they appear to be embracing warmly; a freshly baked pie on a white ceramic plate between them; a golden-brown lattice crust; warm lighting; and a cozy kitchen backdrop. Some minor deviations exist in exact clothing details and the precise moment of the embrace, but these do not significantly detract from the overall correspondence. The scene conveys the intended emotional warmth and domestic setting.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with natural-looking positioning and believable steam effects. However, there are subtle inconsistencies in hand placement and body posture during the embrace, and a few micro-details could be refined to improve realism. Overall, the scene remains coherent and credible, but not perfectly flawless.\n\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/0000097/group_12/index_tensor([840, 840])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_12/index_tensor([840, 840])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..30b9d42956c28ca93df80834b6984afca7c6cdd3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_12/index_tensor([840, 840])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.",
+ "seed": 15431,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_12/index_840_seed_15431_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": 3.1875,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 9.375,
+ "avg": 9.359375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\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 telephoto-lensed, eye-level shot of a dense zebra herd under harsh midday sun, with overlapping stripes and a shimmering optical illusion, a soft-focus background, and subtle, dynamic movements that create a disorienting, hypnotic effect. The video largely adheres to these elements, though some aspects are presented with a slightly less extreme intensity than the prompt suggests.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and clear zebra patterns, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains reasonably stable with no major distortions, and the background blur is present but not perfectly uniform across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: telephoto perspective, eye-level framing, a rightward tracking motion, a dense herd, and the interwoven stripe patterns. The shimmering optical effect and the soft-focus background are present, contributing to the intended mood. Some aspects of the prompt—such as the intensity of the heat haze and the precise timing of subtle movements—are represented with minor deviations, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects plausible anatomy and natural movement, with coherent lighting and shading. However, there are occasional small inconsistencies in spacing or motion dynamics among individuals that prevent a higher score.\n\n\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
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+ "soft_scores": {
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+ "TA": 2.796875,
+ "MQ": 3.375,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 telephoto-lensed, eye-level shot of a dense zebra herd under harsh midday sun, with overlapping stripes and a shimmering optical illusion, a soft-focus background, and subtle, dynamic movements that create a disorienting, hypnotic effect. The video largely adheres to these elements, though some aspects are presented with a slightly less extreme intensity than the prompt suggests.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and clear zebra patterns, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains reasonably stable with no major distortions, and the background blur is present but not perfectly uniform across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: telephoto perspective, eye-level framing, a rightward tracking motion, a dense herd, and the interwoven stripe patterns. The shimmering optical effect and the soft-focus background are present, contributing to the intended mood. Some aspects of the prompt—such as the intensity of the heat haze and the precise timing of subtle movements—are represented with minor deviations, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects plausible anatomy and natural movement, with coherent lighting and shading. However, there are occasional small inconsistencies in spacing or motion dynamics among individuals that prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.",
+ "seed": 15432,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_12/index_840_seed_15432_dp_24_rank_48_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.875,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 10.125,
+ "avg": 10.125,
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+ "generated_text": "\n\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 telephoto-lensed, eye-level shot of a dense zebra herd under harsh midday sun, with overlapping stripes and a shimmering optical illusion, a soft-focus background, and subtle, dynamic movements that create a disorienting, hypnotic effect. The video largely follows these cues but does not fully realize the extreme, chaotic dynamics or the pronounced shimmering described; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear zebra stripes, with natural colors and consistent lighting. There are no obvious distortions or artifacts, and the imagery remains stable across frames. However, the sequence lacks the dramatic visual intensity and dynamic motion implied by the prompt, resulting in a solid but not exceptional visual quality (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—zebras, a savannah setting, and a medium shot with a rightward tracking feel. Yet the density of the herd, the pronounced overlapping stripes, the intense shimmering, and the disorienting, chaotic movement are not convincingly realized. Overall alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nAnatomy, proportions, and environmental context appear plausible and coherent. Movement is generally believable, though some subtle inconsistencies in dynamics and interactions prevent a higher realism level. Overall, physical consistency is acceptable but not outstanding (score 3).\n\n\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": 3.359375,
+ "TA": 2.875,
+ "MQ": 3.890625,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 telephoto-lensed, eye-level shot of a dense zebra herd under harsh midday sun, with overlapping stripes and a shimmering optical illusion, a soft-focus background, and subtle, dynamic movements that create a disorienting, hypnotic effect. The video largely follows these cues but does not fully realize the extreme, chaotic dynamics or the pronounced shimmering described; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear zebra stripes, with natural colors and consistent lighting. There are no obvious distortions or artifacts, and the imagery remains stable across frames. However, the sequence lacks the dramatic visual intensity and dynamic motion implied by the prompt, resulting in a solid but not exceptional visual quality (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—zebras, a savannah setting, and a medium shot with a rightward tracking feel. Yet the density of the herd, the pronounced overlapping stripes, the intense shimmering, and the disorienting, chaotic movement are not convincingly realized. Overall alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nAnatomy, proportions, and environmental context appear plausible and coherent. Movement is generally believable, though some subtle inconsistencies in dynamics and interactions prevent a higher realism level. Overall, physical consistency is acceptable but not outstanding (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.",
+ "seed": 15433,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_12/index_840_seed_15433_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": 3.078125,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 3.75,
+ "video_score2_overall": 9.5625,
+ "avg": 9.546875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\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 telephoto-lensed, eye-level shot of a dense zebra herd under harsh midday sun, with overlapping stripes and a shimmering optical illusion, a soft-focus background, and subtle, dynamic movements that create a disorienting, hypnotic effect. The video largely follows these cues but does not fully realize the extreme, chaotic dynamics or the pronounced interweaving implied by the prompt; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear zebra details, with natural colors and consistent lighting. There are no obvious distortions or artifacts, and the imagery remains stable across frames. However, the sequence lacks the dramatic, high-energy feel and the level of interweaving described in the prompt, resulting in a solid but not exceptional visual quality (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—zebras, a savannah setting, and a sense of depth with a soft background blur. Yet the density, the overlapping stripes, and the intense, disorienting dynamics are not fully realized, and the camera motion is comparatively restrained. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nAnatomy, proportions, and environmental context appear plausible and coherent. The scene maintains believable physics and natural behavior, with no evident inconsistencies. The depiction is physically sound but does not push toward the more stylized, chaotic interpretation suggested by the prompt (score 3).\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\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": {
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+ "TA": 2.71875,
+ "MQ": 3.75,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 telephoto-lensed, eye-level shot of a dense zebra herd under harsh midday sun, with overlapping stripes and a shimmering optical illusion, a soft-focus background, and subtle, dynamic movements that create a disorienting, hypnotic effect. The video largely follows these cues but does not fully realize the extreme, chaotic dynamics or the pronounced interweaving implied by the prompt; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear zebra details, with natural colors and consistent lighting. There are no obvious distortions or artifacts, and the imagery remains stable across frames. However, the sequence lacks the dramatic, high-energy feel and the level of interweaving described in the prompt, resulting in a solid but not exceptional visual quality (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—zebras, a savannah setting, and a sense of depth with a soft background blur. Yet the density, the overlapping stripes, and the intense, disorienting dynamics are not fully realized, and the camera motion is comparatively restrained. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nAnatomy, proportions, and environmental context appear plausible and coherent. The scene maintains believable physics and natural behavior, with no evident inconsistencies. The depiction is physically sound but does not push toward the more stylized, chaotic interpretation suggested by the prompt (score 3).\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.",
+ "seed": 15434,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_12/index_840_seed_15434_dp_25_rank_50_sample_3_slot_1.mp4",
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.09375,
+ "video_score2_ta": 2.5,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
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+ "question": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.",
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+ "generated_text": "\n\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 telephoto-lensed, eye-level shot of a dense zebra herd under harsh midday sun, with overlapping stripes and a shimmering optical illusion, a soft-focus background, and subtle, dynamic movements that create a disorienting, hypnotic effect. The video presents some elements of these ideas but does not fully realize the described dynamics or intensity.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and clear zebra stripes, with natural colors and a plausible savannah backdrop. Lighting appears consistent with an outdoor midday setting, and there are no obvious distortions or artifacts. However, the sequence lacks strong motion cues and cinematic polish, resulting in a mid-range impression rather than a standout visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes several prompt-relevant aspects such as multiple zebras, a warm savannah setting, and distinct stripe patterns. Yet key elements of the description—specifically the intense, high-angle glare, the pronounced merging of stripes, the dynamic, disorienting movement, and the atmospheric haze—are not convincingly realized. The result is a partial match that captures some characteristics while missing others, yielding a middle-ground alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The animals’ anatomy, proportions, and interactions appear plausible within a natural setting, and lighting/shadows align with outdoor conditions. There are no glaring anatomical or physical inconsistencies. However, the absence of the described dynamic behaviors and atmospheric effects reduces the overall coherence with the intended scene, keeping the assessment at a mid level.\n\n\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": 3.09375,
+ "TA": 2.5,
+ "MQ": 3.125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 telephoto-lensed, eye-level shot of a dense zebra herd under harsh midday sun, with overlapping stripes and a shimmering optical illusion, a soft-focus background, and subtle, dynamic movements that create a disorienting, hypnotic effect. The video presents some elements of these ideas but does not fully realize the described dynamics or intensity.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and clear zebra stripes, with natural colors and a plausible savannah backdrop. Lighting appears consistent with an outdoor midday setting, and there are no obvious distortions or artifacts. However, the sequence lacks strong motion cues and cinematic polish, resulting in a mid-range impression rather than a standout visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes several prompt-relevant aspects such as multiple zebras, a warm savannah setting, and distinct stripe patterns. Yet key elements of the description—specifically the intense, high-angle glare, the pronounced merging of stripes, the dynamic, disorienting movement, and the atmospheric haze—are not convincingly realized. The result is a partial match that captures some characteristics while missing others, yielding a middle-ground alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The animals’ anatomy, proportions, and interactions appear plausible within a natural setting, and lighting/shadows align with outdoor conditions. There are no glaring anatomical or physical inconsistencies. However, the absence of the described dynamic behaviors and atmospheric effects reduces the overall coherence with the intended scene, keeping the assessment at a mid level.\n\n\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/0000097/group_13/index_tensor([3151, 3151])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_13/index_tensor([3151, 3151])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3aebab9b87c02d35920be8ad3440cb8e4f7c333
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_13/index_tensor([3151, 3151])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 13373,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_13/index_3151_seed_13373_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 2.15625,
+ "video_score2_mq": 3.4375,
+ "video_score2_overall": 8.4375,
+ "avg": 8.453125,
+ "reward_records": [
+ {
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+ "question": "wide, static shot in the style of Chinese ink painting, the entire frame is crisscrossed by powerful, horizontal, rubbing brushstrokes, vividly conveying the ferocity of a violent wind. On the left side of the frame, a broken wooden fence is outlined with sharp, dry lines of burnt ink, its thorns and jagged texture imbued with a sense of fragmentation. In the lower right corner, the hunched back of an elderly man defiantly defies the storm, his wide, dark robe swollen by the wind like a full sail, its folds trembling violently under the force of the wind. In the vast expanse of white space in the center of the frame, the silhouette of a white horse is almost annihilated, its tail swept across with a wet brush, leaving a dynamic afterimage in the air. Ochre particles, mixed with the texture of plaster, are scattered throughout the scene, creating a cloud of flying dust, infusing the stark, black, white, and gray palette with a harsh, earthy hue. In the distance, the twisted branches of several dead trees pierce the pale sky with the force of calligraphy. The whole scene, through the interweaving of dynamic and static, creates a desolate, tragic and highly tense artistic atmosphere.",
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+ "generated_text": "\n\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 wide, static shot in the style of Chinese ink painting with dynamic elements. Key components include:\n- Wide, static shot\n- Chinese ink painting style\n- Crisscrossed by powerful, horizontal, rubbing brushstrokes\n- Vividly conveying ferocity of a violent wind\n- Left side: broken wooden fence with sharp, dry lines of burnt ink, thorns and jagged texture\n- Lower right corner: hunched back of an elderly man in dark robe\n- Center: silhouette of a white horse almost annihilated, tail swept across\n- Ochre particles mixed with texture of plaster, flying dust\n- Twisted branches of dead trees piercing pale sky\n\nVisual Quality Assessment:\nThe frames present a deliberate ink painting aesthetic with strong contrast between black ink and light backgrounds. The composition remains coherent across frames, and the brushstroke textures are convincingly rendered. However, there are minor inconsistencies in stroke density and occasional slight jitter in transitions, which prevent a flawless, cinema-grade smoothness. Overall, the visual quality is solid but not perfect, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures the broad strokes of the prompt—ink painting style, central white horse silhouette, and the general mood. However, several specific prompt elements are not clearly realized: the left-side broken fence with sharp, dry lines of burnt ink and the explicit presence of an elderly man in the lower-right are not distinctly depicted. The result is a moderate alignment overall (score ~3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within the stylized ink framework. The horse’s movement, the implied wind dynamics, and the spatial relationships feel plausible within the artistic approach. Some details are intentionally abstract or exaggerated due to the medium, but the overall physical logic remains intact. This yields a moderate level of common-sense consistency (score ~3).\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 2.15625,
+ "MQ": 3.4375,
+ "Overall": 8.4375
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\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 wide, static shot in the style of Chinese ink painting with dynamic elements. Key components include:\n- Wide, static shot\n- Chinese ink painting style\n- Crisscrossed by powerful, horizontal, rubbing brushstrokes\n- Vividly conveying ferocity of a violent wind\n- Left side: broken wooden fence with sharp, dry lines of burnt ink, thorns and jagged texture\n- Lower right corner: hunched back of an elderly man in dark robe\n- Center: silhouette of a white horse almost annihilated, tail swept across\n- Ochre particles mixed with texture of plaster, flying dust\n- Twisted branches of dead trees piercing pale sky\n\nVisual Quality Assessment:\nThe frames present a deliberate ink painting aesthetic with strong contrast between black ink and light backgrounds. The composition remains coherent across frames, and the brushstroke textures are convincingly rendered. However, there are minor inconsistencies in stroke density and occasional slight jitter in transitions, which prevent a flawless, cinema-grade smoothness. Overall, the visual quality is solid but not perfect, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures the broad strokes of the prompt—ink painting style, central white horse silhouette, and the general mood. However, several specific prompt elements are not clearly realized: the left-side broken fence with sharp, dry lines of burnt ink and the explicit presence of an elderly man in the lower-right are not distinctly depicted. The result is a moderate alignment overall (score ~3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within the stylized ink framework. The horse’s movement, the implied wind dynamics, and the spatial relationships feel plausible within the artistic approach. Some details are intentionally abstract or exaggerated due to the medium, but the overall physical logic remains intact. This yields a moderate level of common-sense consistency (score ~3).\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide, static shot in the style of Chinese ink painting, the entire frame is crisscrossed by powerful, horizontal, rubbing brushstrokes, vividly conveying the ferocity of a violent wind. On the left side of the frame, a broken wooden fence is outlined with sharp, dry lines of burnt ink, its thorns and jagged texture imbued with a sense of fragmentation. In the lower right corner, the hunched back of an elderly man defiantly defies the storm, his wide, dark robe swollen by the wind like a full sail, its folds trembling violently under the force of the wind. In the vast expanse of white space in the center of the frame, the silhouette of a white horse is almost annihilated, its tail swept across with a wet brush, leaving a dynamic afterimage in the air. Ochre particles, mixed with the texture of plaster, are scattered throughout the scene, creating a cloud of flying dust, infusing the stark, black, white, and gray palette with a harsh, earthy hue. In the distance, the twisted branches of several dead trees pierce the pale sky with the force of calligraphy. The whole scene, through the interweaving of dynamic and static, creates a desolate, tragic and highly tense artistic atmosphere.",
+ "seed": 13374,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_13/index_3151_seed_13374_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "group_idx": 13,
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+ "video_score2_vq": 3.234375,
+ "video_score2_ta": 2.0625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.375,
+ "avg": 8.34375,
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+ "question": "wide, static shot in the style of Chinese ink painting, the entire frame is crisscrossed by powerful, horizontal, rubbing brushstrokes, vividly conveying the ferocity of a violent wind. On the left side of the frame, a broken wooden fence is outlined with sharp, dry lines of burnt ink, its thorns and jagged texture imbued with a sense of fragmentation. In the lower right corner, the hunched back of an elderly man defiantly defies the storm, his wide, dark robe swollen by the wind like a full sail, its folds trembling violently under the force of the wind. In the vast expanse of white space in the center of the frame, the silhouette of a white horse is almost annihilated, its tail swept across with a wet brush, leaving a dynamic afterimage in the air. Ochre particles, mixed with the texture of plaster, are scattered throughout the scene, creating a cloud of flying dust, infusing the stark, black, white, and gray palette with a harsh, earthy hue. In the distance, the twisted branches of several dead trees pierce the pale sky with the force of calligraphy. The whole scene, through the interweaving of dynamic and static, creates a desolate, tragic and highly tense artistic atmosphere.",
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+ "generated_text": "\n\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 wide, static shot in the style of Chinese ink painting with dynamic elements. Key components include:\n- Wide, static shot\n- Chinese ink painting style\n- Powerful, horizontal, rubbing brushstrokes\n- Vividly conveying ferocity of a violent wind\n- Left side: broken wooden fence with sharp, dry lines of burnt ink, thorns and jagged texture\n- Lower right corner: hunched back of an elderly man in dark robe, defying the storm\n- Center: silhouette of a white horse almost annihilated, tail swept across with wet brush\n- Ochre particles mixed with texture of plaster, creating cloud of flying dust\n- Black, white, and gray palette with harsh, earthy hue\n- Twisted branches of dead trees piercing pale sky\n\nVisual Quality Assessment:\nThe frames present a consistent ink painting aesthetic with strong contrast between black and white/gray tones. The composition remains stable across frames, and the painterly texture is evident. However, the sequence shows limited motion or evolution over time, giving a largely static impression rather than a dynamic video. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video captures some elements such as the ink painting style and the presence of a horse silhouette, but many specific prompt details are not realized. The broken wooden fence with thorns, the elderly man in the lower-right, the dramatic wind-driven action, and the dynamic brushwork described in the prompt are not clearly depicted. The result reflects a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent spatial relationships and plausible physical behavior within the stylized ink framework. The horse silhouette, the implied wind effects on robes and branches, and the overall composition follow consistent logic, yielding a high degree of common-sense coherence (score 4).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "MQ": 3.046875,
+ "Overall": 8.375
+ }
+ }
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+ "\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 wide, static shot in the style of Chinese ink painting with dynamic elements. Key components include:\n- Wide, static shot\n- Chinese ink painting style\n- Powerful, horizontal, rubbing brushstrokes\n- Vividly conveying ferocity of a violent wind\n- Left side: broken wooden fence with sharp, dry lines of burnt ink, thorns and jagged texture\n- Lower right corner: hunched back of an elderly man in dark robe, defying the storm\n- Center: silhouette of a white horse almost annihilated, tail swept across with wet brush\n- Ochre particles mixed with texture of plaster, creating cloud of flying dust\n- Black, white, and gray palette with harsh, earthy hue\n- Twisted branches of dead trees piercing pale sky\n\nVisual Quality Assessment:\nThe frames present a consistent ink painting aesthetic with strong contrast between black and white/gray tones. The composition remains stable across frames, and the painterly texture is evident. However, the sequence shows limited motion or evolution over time, giving a largely static impression rather than a dynamic video. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video captures some elements such as the ink painting style and the presence of a horse silhouette, but many specific prompt details are not realized. The broken wooden fence with thorns, the elderly man in the lower-right, the dramatic wind-driven action, and the dynamic brushwork described in the prompt are not clearly depicted. The result reflects a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent spatial relationships and plausible physical behavior within the stylized ink framework. The horse silhouette, the implied wind effects on robes and branches, and the overall composition follow consistent logic, yielding a high degree of common-sense coherence (score 4).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 13375,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_13/index_3151_seed_13375_dp_27_rank_54_sample_2_slot_0.mp4",
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+ "generated_text": "\n\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 wide, static scene in a Chinese ink painting style with specific elements:\n- Crisscrossed by powerful horizontal rubbing brushstrokes\n- Vividly conveying ferocity of a violent wind\n- Left side: broken wooden fence with sharp, dry lines of burnt ink, thorns and jagged texture\n- Lower right corner: hunched back of an elderly man in wide dark robe, defying the storm\n- Center: silhouette of a white horse almost annihilated, tail swept across with wet brush\n- Ochre particles mixed with texture of plaster, creating cloud of flying dust\n- Black, white, and gray palette with harsh, earthy hue\n- Twisted branches of dead trees piercing pale sky\n\nVisual Quality Assessment:\nThe frames present a painterly, stylized look that aligns with the intended ink painting aesthetic. The resolution is adequate and the composition remains coherent across frames. However, the sequence is largely static with minimal motion between frames, which reduces the perceived dynamism of the scene. The rendering maintains consistent lighting and contrast, and there are no obvious distortions or artifacts. Overall, the visual quality is moderate rather than high due to limited motion and animation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures some broad stylistic cues (ink painting feel, muted palette, and a central figure), but key elements described in the prompt are not realized. The central white horse silhouette and the extensive wind-driven action are missing; the scene lacks the dramatic wind effects and the specific objects listed (e.g., broken fence, horse, and the precise positioning of the elderly man). The result reflects a moderate level of alignment rather than faithful replication.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within the stylized framework. The figure’s posture and the implied wind interaction are plausible within the artistic approach, and the overall composition remains physically sensible despite the lack of literal realism. The depiction does not violate basic physical expectations, though it intentionally trades photorealistic detail for expressive abstraction.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with no dimension achieving strong fidelity to the prompt while maintaining a consistent artistic language.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
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+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 1.875,
+ "MQ": 3.0625,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 wide, static scene in a Chinese ink painting style with specific elements:\n- Crisscrossed by powerful horizontal rubbing brushstrokes\n- Vividly conveying ferocity of a violent wind\n- Left side: broken wooden fence with sharp, dry lines of burnt ink, thorns and jagged texture\n- Lower right corner: hunched back of an elderly man in wide dark robe, defying the storm\n- Center: silhouette of a white horse almost annihilated, tail swept across with wet brush\n- Ochre particles mixed with texture of plaster, creating cloud of flying dust\n- Black, white, and gray palette with harsh, earthy hue\n- Twisted branches of dead trees piercing pale sky\n\nVisual Quality Assessment:\nThe frames present a painterly, stylized look that aligns with the intended ink painting aesthetic. The resolution is adequate and the composition remains coherent across frames. However, the sequence is largely static with minimal motion between frames, which reduces the perceived dynamism of the scene. The rendering maintains consistent lighting and contrast, and there are no obvious distortions or artifacts. Overall, the visual quality is moderate rather than high due to limited motion and animation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures some broad stylistic cues (ink painting feel, muted palette, and a central figure), but key elements described in the prompt are not realized. The central white horse silhouette and the extensive wind-driven action are missing; the scene lacks the dramatic wind effects and the specific objects listed (e.g., broken fence, horse, and the precise positioning of the elderly man). The result reflects a moderate level of alignment rather than faithful replication.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within the stylized framework. The figure’s posture and the implied wind interaction are plausible within the artistic approach, and the overall composition remains physically sensible despite the lack of literal realism. The depiction does not violate basic physical expectations, though it intentionally trades photorealistic detail for expressive abstraction.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with no dimension achieving strong fidelity to the prompt while maintaining a consistent artistic language.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 13376,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_13/index_3151_seed_13376_dp_27_rank_54_sample_3_slot_1.mp4",
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+ "generated_text": "\n\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 wide, static shot in the style of Chinese ink painting with dynamic elements. Key elements include:\n- Wide, static shot\n- Chinese ink painting style\n- Crisscrossed by powerful, horizontal, rubbing brushstrokes\n- Vividly conveying ferocity of a violent wind\n- Left side: broken wooden fence with sharp, dry lines of burnt ink, thorns and jagged texture\n- Lower right corner: hunched back of an elderly man in wide, dark robe\n- Horse silhouette in center with tail swept by wind\n- Ochre particles mixed with texture of plaster, flying dust\n- Twisted branches of dead trees piercing pale sky\n\nVisual Quality Assessment:\nThe frames present a consistent ink painting aesthetic with a cohesive palette of black, white, and gray tones. The composition remains stable across frames, and the painterly texture is well-rendered. However, the sequence shows very limited motion between frames, resulting in a largely static presentation. This reduces perceived dynamism but does not undermine the overall visual coherence or the quality of the rendering. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures the general ink painting style and some described elements (the central horse silhouette, the left-side fence remnants, and the presence of an elderly figure). However, several key aspects of the prompt are not realized: the expected dynamic, wind-driven action is missing, and the scene lacks the dramatic interplay of elements that would convey the intended intensity. The result reflects partial alignment with the prompt, yielding a moderate alignment score (3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible spatial relationships within the stylized framework; there are no obvious physical contradictions. The static framing does not introduce any logical inconsistencies, and the scene remains coherent as a single artistic moment. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\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": 3.21875,
+ "TA": 2.09375,
+ "MQ": 3.0,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 wide, static shot in the style of Chinese ink painting with dynamic elements. Key elements include:\n- Wide, static shot\n- Chinese ink painting style\n- Crisscrossed by powerful, horizontal, rubbing brushstrokes\n- Vividly conveying ferocity of a violent wind\n- Left side: broken wooden fence with sharp, dry lines of burnt ink, thorns and jagged texture\n- Lower right corner: hunched back of an elderly man in wide, dark robe\n- Horse silhouette in center with tail swept by wind\n- Ochre particles mixed with texture of plaster, flying dust\n- Twisted branches of dead trees piercing pale sky\n\nVisual Quality Assessment:\nThe frames present a consistent ink painting aesthetic with a cohesive palette of black, white, and gray tones. The composition remains stable across frames, and the painterly texture is well-rendered. However, the sequence shows very limited motion between frames, resulting in a largely static presentation. This reduces perceived dynamism but does not undermine the overall visual coherence or the quality of the rendering. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures the general ink painting style and some described elements (the central horse silhouette, the left-side fence remnants, and the presence of an elderly figure). However, several key aspects of the prompt are not realized: the expected dynamic, wind-driven action is missing, and the scene lacks the dramatic interplay of elements that would convey the intended intensity. The result reflects partial alignment with the prompt, yielding a moderate alignment score (3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible spatial relationships within the stylized framework; there are no obvious physical contradictions. The static framing does not introduce any logical inconsistencies, and the scene remains coherent as a single artistic moment. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\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/0000097/group_14/index_tensor([7868, 7868])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_14/index_tensor([7868, 7868])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c1e386c2e67aba9b76924b46e2cb6eaf972d753
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_14/index_tensor([7868, 7868])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.",
+ "seed": 10739,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_14/index_7868_seed_10739_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": 2.71875,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 3.5,
+ "video_score2_overall": 9.5625,
+ "avg": 9.578125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\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 lighthouse on a rugged promontory, with dynamic wave action, a weathered stone structure, and a rotating lantern beam. The sequence aims for a moody, atmospheric scene with strong contrast between the lighthouse and the turbulent sea.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail but exhibit some softness and occasional compression artifacts. Color grading is consistent across shots, with a muted palette that suits the overcast mood. There are no major distortions or abrupt frame-to-frame changes, and lighting remains stable. However, sharpness could be improved and minor artifacting reduces overall crispness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a lighthouse on a rocky promontory, dramatic wave activity, a weathered stone exterior, and a visible lantern room with a rotating lens. The camera movement follows the described upward progression, and the atmosphere aligns with a moody, overcast setting. Some finer details (e.g., explicit close-up of the lens mechanism or exact timing of the beam rotation) are not fully verifiable from static frames, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible coastal dynamics and structural integrity, with natural interactions between water, rock, and light. While the overall behavior reads as believable, there may be minor simplifications or idealizations in motion or scale that prevent a higher level of realism.\n\n\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": 2.71875,
+ "TA": 3.359375,
+ "MQ": 3.5,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 lighthouse on a rugged promontory, with dynamic wave action, a weathered stone structure, and a rotating lantern beam. The sequence aims for a moody, atmospheric scene with strong contrast between the lighthouse and the turbulent sea.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail but exhibit some softness and occasional compression artifacts. Color grading is consistent across shots, with a muted palette that suits the overcast mood. There are no major distortions or abrupt frame-to-frame changes, and lighting remains stable. However, sharpness could be improved and minor artifacting reduces overall crispness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a lighthouse on a rocky promontory, dramatic wave activity, a weathered stone exterior, and a visible lantern room with a rotating lens. The camera movement follows the described upward progression, and the atmosphere aligns with a moody, overcast setting. Some finer details (e.g., explicit close-up of the lens mechanism or exact timing of the beam rotation) are not fully verifiable from static frames, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible coastal dynamics and structural integrity, with natural interactions between water, rock, and light. While the overall behavior reads as believable, there may be minor simplifications or idealizations in motion or scale that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.",
+ "seed": 10740,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_14/index_7868_seed_10740_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": 2.8125,
+ "video_score2_ta": 3.71875,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 10.0,
+ "avg": 10.015625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\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 that tilts upward along the side of a majestic lighthouse perched on a rugged promontory. It envisions surging deep blue waves with white foam crashing against jagged, damp black rocks, vast sea foam flung into the air, and a weathered cylindrical tower built from massive white stones with salt and green moss, culminating in a focus on the lantern room with a rotating Fresnel lens and warm golden light against a moody, diffuse twilight sky.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable limitations: occasional compression artifacts, mild noise, and some color grading inconsistencies across shots. The lighthouse structure remains identifiable, and the rocky coastline is visible, yet sharpness and fine textures are not consistently high. The sequence maintains a coherent look, but it does not reach 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 lighthouse on a rocky promontory, dramatic waves, and a moody twilight atmosphere. The camera movement appears to tilt upward as described, and the scene conveys the intended drama. Some specific details—such as explicit close-ups of the lantern room or the precise depiction of the rotating lens—are not clearly realized, but these gaps do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Water dynamics and rock interactions feel plausible, and lighting supports the moody setting. However, certain aspects—like the exact scale relationships between the lighthouse, rocks, and waves, and the precise behavior of the lens rotation—do not fully align with real-world expectations, though they remain believable within the scene.\n\n\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": 2.8125,
+ "TA": 3.71875,
+ "MQ": 3.484375,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 that tilts upward along the side of a majestic lighthouse perched on a rugged promontory. It envisions surging deep blue waves with white foam crashing against jagged, damp black rocks, vast sea foam flung into the air, and a weathered cylindrical tower built from massive white stones with salt and green moss, culminating in a focus on the lantern room with a rotating Fresnel lens and warm golden light against a moody, diffuse twilight sky.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable limitations: occasional compression artifacts, mild noise, and some color grading inconsistencies across shots. The lighthouse structure remains identifiable, and the rocky coastline is visible, yet sharpness and fine textures are not consistently high. The sequence maintains a coherent look, but it does not reach 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 lighthouse on a rocky promontory, dramatic waves, and a moody twilight atmosphere. The camera movement appears to tilt upward as described, and the scene conveys the intended drama. Some specific details—such as explicit close-ups of the lantern room or the precise depiction of the rotating lens—are not clearly realized, but these gaps do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Water dynamics and rock interactions feel plausible, and lighting supports the moody setting. However, certain aspects—like the exact scale relationships between the lighthouse, rocks, and waves, and the precise behavior of the lens rotation—do not fully align with real-world expectations, though they remain believable within the scene.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.",
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+ "generated_text": "\n\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 lighthouse on a rugged promontory, with dynamic wave action and a gradual ascent revealing the structure. The intended mood is moody and cinematic, emphasizing the interplay between the lighthouse and the turbulent sea under an overcast sky.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail but exhibit some softness and occasional compression artifacts. Color grading yields a moody twilight palette, yet there are inconsistencies in lighting across shots. Water effects exist but do not reach high-fidelity realism, and some textures appear slightly artificial. The sequence remains coherent, but sharpness and polish are not consistently maintained throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lighthouse on a rocky promontory, dramatic wave activity, and a gradual upward camera motion. The lantern room and warm glow are present, contributing to the intended atmosphere. A few minor deviations occur in exact framing or timing, but they do not substantially detract from the overall correspondence.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Wave dynamics and foam behavior are plausible but not perfectly physically accurate; the lighthouse’s weathering and integration with the environment feel believable, though some details may be stylized. Lighting and atmospheric effects support the scene without breaking plausibility, but the combination of elements does not achieve flawless physical realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\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": 2.671875,
+ "TA": 3.75,
+ "MQ": 3.484375,
+ "Overall": 9.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 lighthouse on a rugged promontory, with dynamic wave action and a gradual ascent revealing the structure. The intended mood is moody and cinematic, emphasizing the interplay between the lighthouse and the turbulent sea under an overcast sky.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail but exhibit some softness and occasional compression artifacts. Color grading yields a moody twilight palette, yet there are inconsistencies in lighting across shots. Water effects exist but do not reach high-fidelity realism, and some textures appear slightly artificial. The sequence remains coherent, but sharpness and polish are not consistently maintained throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lighthouse on a rocky promontory, dramatic wave activity, and a gradual upward camera motion. The lantern room and warm glow are present, contributing to the intended atmosphere. A few minor deviations occur in exact framing or timing, but they do not substantially detract from the overall correspondence.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Wave dynamics and foam behavior are plausible but not perfectly physically accurate; the lighthouse’s weathering and integration with the environment feel believable, though some details may be stylized. Lighting and atmospheric effects support the scene without breaking plausibility, but the combination of elements does not achieve flawless physical realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.",
+ "seed": 10742,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_14/index_7868_seed_10742_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": 2.171875,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 3.453125,
+ "video_score2_overall": 9.0,
+ "avg": 9.03125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\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 that tilts upward along the side of a majestic lighthouse perched on a rugged promontory. It mentions:\n- Dramatic low-angle shot beginning\n- Camera tilting slowly and steadily upward\n- Lighthouse on a rugged promontory\n- Surging deep blue waves at bottom\n- White foam and crashing waves against jagged, damp black rocks\n- Vast sea foam flung into the air\n- Weathered cylindrical body of lighthouse\n- Massive white stones cracked and streaked with salt and green moss\n- Camera revealing details as it ascends\n- Iron-barred gallery at the top\n- Focus on lantern room with massive, intricate Fresnel lens\n- Lens rotating to cast warm golden light\n- Desolate, cinematic atmosphere\n- Stormy, overcast sky\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 water textures and distant areas. There are occasional compression artifacts and mild color desaturation, yet lighting remains generally consistent across shots. The sequence maintains a cohesive look, though fine details are not always crisp. The upward camera motion is present and smooth, contributing to readability of the scene.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lighthouse on a rocky promontory, dramatic low-angle framing, and a visible upward tilt. The lantern room and warm golden light are present, and the atmosphere aligns with the intended mood. Some aspects—such as the exact texture of the stones and the precise depiction of the lens rotation—are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Water dynamics and wave interactions read plausibly, and the lighthouse’s structure appears sound within the scene. Lighting and shadows support depth and realism, and the camera motion remains coherent throughout. A few minor inconsistencies exist (e.g., subtle mismatches in scale or perspective between the tower and surrounding rocks), but they do not undermine overall believability.\n\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": 2.171875,
+ "TA": 3.40625,
+ "MQ": 3.453125,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 that tilts upward along the side of a majestic lighthouse perched on a rugged promontory. It mentions:\n- Dramatic low-angle shot beginning\n- Camera tilting slowly and steadily upward\n- Lighthouse on a rugged promontory\n- Surging deep blue waves at bottom\n- White foam and crashing waves against jagged, damp black rocks\n- Vast sea foam flung into the air\n- Weathered cylindrical body of lighthouse\n- Massive white stones cracked and streaked with salt and green moss\n- Camera revealing details as it ascends\n- Iron-barred gallery at the top\n- Focus on lantern room with massive, intricate Fresnel lens\n- Lens rotating to cast warm golden light\n- Desolate, cinematic atmosphere\n- Stormy, overcast sky\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 water textures and distant areas. There are occasional compression artifacts and mild color desaturation, yet lighting remains generally consistent across shots. The sequence maintains a cohesive look, though fine details are not always crisp. The upward camera motion is present and smooth, contributing to readability of the scene.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lighthouse on a rocky promontory, dramatic low-angle framing, and a visible upward tilt. The lantern room and warm golden light are present, and the atmosphere aligns with the intended mood. Some aspects—such as the exact texture of the stones and the precise depiction of the lens rotation—are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Water dynamics and wave interactions read plausibly, and the lighthouse’s structure appears sound within the scene. Lighting and shadows support depth and realism, and the camera motion remains coherent throughout. A few minor inconsistencies exist (e.g., subtle mismatches in scale or perspective between the tower and surrounding rocks), but they do not undermine overall believability.\n\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/0000097/group_15/index_tensor([6670, 6670])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_15/index_tensor([6670, 6670])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b1fb603f17c307791c67140ea29fc6613a8d2bd
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_15/index_tensor([6670, 6670])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up static shot, using a bullet-time effect, captures in astonishing detail the moment an arrow completely pierces a red apple. The arrow, with a sleek black carbon fiber shaft and a sharp, gleaming steel tip, has just burst from the other side of the apple. The perfectly ripe apple, its skin a vibrant crimson, is now shattered inward by the immense force of the impact. A spectacular, three-dimensional corona of juice and pulp erupts around the arrow, with thousands of individual, crystalline droplets and tiny fibers of flesh frozen in mid-air. Some larger droplets remain perfectly spherical due to surface tension, while others are stretched into delicate threads of liquid. The entire scene is set against a pure black, non-reflective background. Sharp, bright, high-speed studio lighting illuminates every tiny detail from the side, capturing every facet of the splashing droplets, making them sparkle like countless tiny diamonds while creating crisp highlights on the smooth skin of the apple and the metal surface of the arrow. The entire picture presents an extreme surreal texture, freezing a moment of destruction full of violent aesthetics with scientific precision and artistic clarity, and the details are extremely realistic.",
+ "seed": 15306,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_15/index_6670_seed_15306_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": 2.984375,
+ "video_score2_ta": 1.484375,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 7.4375,
+ "avg": 7.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up static shot, using a bullet-time effect, captures in astonishing detail the moment an arrow completely pierces a red apple. The arrow, with a sleek black carbon fiber shaft and a sharp, gleaming steel tip, has just burst from the other side of the apple. The perfectly ripe apple, its skin a vibrant crimson, is now shattered inward by the immense force of the impact. A spectacular, three-dimensional corona of juice and pulp erupts around the arrow, with thousands of individual, crystalline droplets and tiny fibers of flesh frozen in mid-air. Some larger droplets remain perfectly spherical due to surface tension, while others are stretched into delicate threads of liquid. The entire scene is set against a pure black, non-reflective background. Sharp, bright, high-speed studio lighting illuminates every tiny detail from the side, capturing every facet of the splashing droplets, making them sparkle like countless tiny diamonds while creating crisp highlights on the smooth skin of the apple and the metal surface of the arrow. The entire picture presents an extreme surreal texture, freezing a moment of destruction full of violent aesthetics with scientific precision and artistic clarity, and the details are extremely realistic.",
+ "token_credit_reward": 7.4375,
+ "selected_reward": 7.4375,
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+ "generated_text": "\n\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 an extreme close-up static shot using a bullet-time effect that captures the moment an arrow pierces a red apple, with a sleek black carbon-fiber shaft and a sharp, gleaming steel tip, followed by a dramatic eruption of juice and droplets against a pure black background with high-speed studio lighting and a focus on both scientific precision and artistic clarity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a red apple with water droplets and some motion blur. The overall image quality is moderate; there is noticeable blur and softness, and the resolution does not consistently convey fine detail. Lighting is uneven at times, and color/contrast are acceptable but not striking. The apple texture and surface details are not crisply resolved, and the scene lacks the level of sharpness and polish described in the prompt. Overall, the visual quality is average rather than high-end.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: a red apple and water droplets appear, suggesting some interaction, but the core elements—an arrow with a specific material, a precise piercing moment, and a dramatic, dynamic eruption—are not clearly realized. The footage does not convincingly depict the arrow’s emergence or the described explosive liquid display, and the overall sequence does not fully capture the intended dramatic moment. The alignment is moderate, reflecting some correct cues but missing key narrative components.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits plausible physical behavior (an object interacting with a surface and liquid response), but it does not convincingly reproduce the dramatic force or the specific material properties described. The dynamics feel somewhat understated relative to the prompt’s implied intensity, resulting in a moderate level of physical-consistency alignment.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in achieving the dramatic, precise depiction described in the prompt.\n\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": 2.984375,
+ "TA": 1.484375,
+ "MQ": 2.953125,
+ "Overall": 7.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 an extreme close-up static shot using a bullet-time effect that captures the moment an arrow pierces a red apple, with a sleek black carbon-fiber shaft and a sharp, gleaming steel tip, followed by a dramatic eruption of juice and droplets against a pure black background with high-speed studio lighting and a focus on both scientific precision and artistic clarity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a red apple with water droplets and some motion blur. The overall image quality is moderate; there is noticeable blur and softness, and the resolution does not consistently convey fine detail. Lighting is uneven at times, and color/contrast are acceptable but not striking. The apple texture and surface details are not crisply resolved, and the scene lacks the level of sharpness and polish described in the prompt. Overall, the visual quality is average rather than high-end.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: a red apple and water droplets appear, suggesting some interaction, but the core elements—an arrow with a specific material, a precise piercing moment, and a dramatic, dynamic eruption—are not clearly realized. The footage does not convincingly depict the arrow’s emergence or the described explosive liquid display, and the overall sequence does not fully capture the intended dramatic moment. The alignment is moderate, reflecting some correct cues but missing key narrative components.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits plausible physical behavior (an object interacting with a surface and liquid response), but it does not convincingly reproduce the dramatic force or the specific material properties described. The dynamics feel somewhat understated relative to the prompt’s implied intensity, resulting in a moderate level of physical-consistency alignment.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in achieving the dramatic, precise depiction described in the prompt.\n\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, using a bullet-time effect, captures in astonishing detail the moment an arrow completely pierces a red apple. The arrow, with a sleek black carbon fiber shaft and a sharp, gleaming steel tip, has just burst from the other side of the apple. The perfectly ripe apple, its skin a vibrant crimson, is now shattered inward by the immense force of the impact. A spectacular, three-dimensional corona of juice and pulp erupts around the arrow, with thousands of individual, crystalline droplets and tiny fibers of flesh frozen in mid-air. Some larger droplets remain perfectly spherical due to surface tension, while others are stretched into delicate threads of liquid. The entire scene is set against a pure black, non-reflective background. Sharp, bright, high-speed studio lighting illuminates every tiny detail from the side, capturing every facet of the splashing droplets, making them sparkle like countless tiny diamonds while creating crisp highlights on the smooth skin of the apple and the metal surface of the arrow. The entire picture presents an extreme surreal texture, freezing a moment of destruction full of violent aesthetics with scientific precision and artistic clarity, and the details are extremely realistic.",
+ "seed": 15307,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_15/index_6670_seed_15307_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": 2.96875,
+ "video_score2_ta": 1.8984375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.78125,
+ "avg": 7.7734375,
+ "reward_records": [
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+ "generated_text": "\n\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 using a bullet-time effect to capture the moment an arrow pierces a red apple, with a sleek black carbon-fiber shaft and a sharp, gleaming steel tip, followed by a dramatic three-dimensional corona of juice and pulsating droplets against a pure black background. The description emphasizes high-speed lighting, sharp details, and a surreal yet physically plausible depiction of impact and fluid dynamics.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show a red apple with visible bite marks and surrounding liquid effects. The resolution is adequate but not exceptional, and there are noticeable artifacts and some blurring in certain regions. Lighting is generally consistent, but the overall image quality reads as moderate rather than pristine. The apple texture and the liquid interactions are present but not rendered with high fidelity throughout, resulting in a mid-range impression of visual quality.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the apple and liquid effects are present, and the scene maintains a dark background with directional lighting. However, key elements such as a clearly visible arrow with a distinct black carbon-fiber shaft and a sharp, gleaming steel tip, and a dramatic three-dimensional corona of juice, are not convincingly realized. The depiction leans toward stylized or abstract interpretation rather than a precise, element-by-element rendering, yielding a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits some plausible aspects (apple form, liquid dispersion), but several physical cues feel stylized or exaggerated beyond strict realism. The absence of a clearly depicted arrow and the lack of a convincing force-driven penetration reduce the perceived physical credibility. Overall, the depiction achieves a middle-ground balance between artistic expression and basic physical plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "MQ": 2.90625,
+ "Overall": 7.78125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 using a bullet-time effect to capture the moment an arrow pierces a red apple, with a sleek black carbon-fiber shaft and a sharp, gleaming steel tip, followed by a dramatic three-dimensional corona of juice and pulsating droplets against a pure black background. The description emphasizes high-speed lighting, sharp details, and a surreal yet physically plausible depiction of impact and fluid dynamics.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show a red apple with visible bite marks and surrounding liquid effects. The resolution is adequate but not exceptional, and there are noticeable artifacts and some blurring in certain regions. Lighting is generally consistent, but the overall image quality reads as moderate rather than pristine. The apple texture and the liquid interactions are present but not rendered with high fidelity throughout, resulting in a mid-range impression of visual quality.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the apple and liquid effects are present, and the scene maintains a dark background with directional lighting. However, key elements such as a clearly visible arrow with a distinct black carbon-fiber shaft and a sharp, gleaming steel tip, and a dramatic three-dimensional corona of juice, are not convincingly realized. The depiction leans toward stylized or abstract interpretation rather than a precise, element-by-element rendering, yielding a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits some plausible aspects (apple form, liquid dispersion), but several physical cues feel stylized or exaggerated beyond strict realism. The absence of a clearly depicted arrow and the lack of a convincing force-driven penetration reduce the perceived physical credibility. Overall, the depiction achieves a middle-ground balance between artistic expression and basic physical plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 15308,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_15/index_6670_seed_15308_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.375,
+ "video_score2_ta": 1.3828125,
+ "video_score2_mq": 3.40625,
+ "video_score2_overall": 8.125,
+ "avg": 8.1640625,
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+ "question": "An extreme close-up static shot, using a bullet-time effect, captures in astonishing detail the moment an arrow completely pierces a red apple. The arrow, with a sleek black carbon fiber shaft and a sharp, gleaming steel tip, has just burst from the other side of the apple. The perfectly ripe apple, its skin a vibrant crimson, is now shattered inward by the immense force of the impact. A spectacular, three-dimensional corona of juice and pulp erupts around the arrow, with thousands of individual, crystalline droplets and tiny fibers of flesh frozen in mid-air. Some larger droplets remain perfectly spherical due to surface tension, while others are stretched into delicate threads of liquid. The entire scene is set against a pure black, non-reflective background. Sharp, bright, high-speed studio lighting illuminates every tiny detail from the side, capturing every facet of the splashing droplets, making them sparkle like countless tiny diamonds while creating crisp highlights on the smooth skin of the apple and the metal surface of the arrow. The entire picture presents an extreme surreal texture, freezing a moment of destruction full of violent aesthetics with scientific precision and artistic clarity, and the details are extremely realistic.",
+ "token_credit_reward": 8.125,
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+ "generated_text": "\n\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 an extreme close-up static shot using a bullet-time effect to capture the moment an arrow pierces a red apple, with a sleek black carbon-fiber shaft and a sharp, gleaming steel tip, followed by a dramatic eruption of juice and droplets against a pure black background with high-speed studio lighting and a focus on both scientific precision and artistic clarity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong overall. The apple is rendered with clear texture and color, and the bubbles/droplets are well-rendered with convincing light interaction. The background remains dark as described, and the lighting provides good contrast and depth. There are no obvious artifacts or distortions, and the sequence appears stable without jarring transitions. While the imagery is high quality, it does not claim perfect realism throughout; minor deviations in micro-details prevent a flawless top score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is shown. The video presents a close-up of an apple with bubbles, but there is no arrow, no piercing action, and no dynamic splashing or corona effect. The core narrative elements requested by the prompt are absent, resulting in a very low alignment score (1/5).\n\nPhysical/Common-sense Consistency Assessment:\nFrom a physical standpoint, the scene is coherent: the apple sits naturally, bubbles behave plausibly, and lighting/shadows are consistent. However, because the central action and dramatic transformation described in the prompt are missing, the overall coherence with the intended scenario is limited. The result is a moderate level of common-sense consistency (3/5).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 1\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 1,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.375,
+ "TA": 1.3828125,
+ "MQ": 3.40625,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 an extreme close-up static shot using a bullet-time effect to capture the moment an arrow pierces a red apple, with a sleek black carbon-fiber shaft and a sharp, gleaming steel tip, followed by a dramatic eruption of juice and droplets against a pure black background with high-speed studio lighting and a focus on both scientific precision and artistic clarity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong overall. The apple is rendered with clear texture and color, and the bubbles/droplets are well-rendered with convincing light interaction. The background remains dark as described, and the lighting provides good contrast and depth. There are no obvious artifacts or distortions, and the sequence appears stable without jarring transitions. While the imagery is high quality, it does not claim perfect realism throughout; minor deviations in micro-details prevent a flawless top score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is shown. The video presents a close-up of an apple with bubbles, but there is no arrow, no piercing action, and no dynamic splashing or corona effect. The core narrative elements requested by the prompt are absent, resulting in a very low alignment score (1/5).\n\nPhysical/Common-sense Consistency Assessment:\nFrom a physical standpoint, the scene is coherent: the apple sits naturally, bubbles behave plausibly, and lighting/shadows are consistent. However, because the central action and dramatic transformation described in the prompt are missing, the overall coherence with the intended scenario is limited. The result is a moderate level of common-sense consistency (3/5).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 1\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 15309,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_15/index_6670_seed_15309_dp_31_rank_62_sample_3_slot_1.mp4",
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+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.59375,
+ "avg": 7.578125,
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+ "question": "An extreme close-up static shot, using a bullet-time effect, captures in astonishing detail the moment an arrow completely pierces a red apple. The arrow, with a sleek black carbon fiber shaft and a sharp, gleaming steel tip, has just burst from the other side of the apple. The perfectly ripe apple, its skin a vibrant crimson, is now shattered inward by the immense force of the impact. A spectacular, three-dimensional corona of juice and pulp erupts around the arrow, with thousands of individual, crystalline droplets and tiny fibers of flesh frozen in mid-air. Some larger droplets remain perfectly spherical due to surface tension, while others are stretched into delicate threads of liquid. The entire scene is set against a pure black, non-reflective background. Sharp, bright, high-speed studio lighting illuminates every tiny detail from the side, capturing every facet of the splashing droplets, making them sparkle like countless tiny diamonds while creating crisp highlights on the smooth skin of the apple and the metal surface of the arrow. The entire picture presents an extreme surreal texture, freezing a moment of destruction full of violent aesthetics with scientific precision and artistic clarity, and the details are extremely realistic.",
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+ "generated_text": "\n\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 an extreme close-up static shot using a bullet-time effect to capture the moment an arrow pierces a red apple. The arrow should have a sleek black carbon fiber shaft and a sharp, gleaming steel tip, bursting from the other side of the apple. The apple should be perfectly ripe with vibrant crimson skin that shatters under immense force, creating a spectacular three-dimensional corona of juice and pulp with thousands of individual crystalline droplets and tiny flesh fibers frozen in mid-air. Some droplets should be perfectly spherical due to surface tension, others stretched into delicate liquid threads. The scene should be set against a pure black non-reflective background with sharp, bright, high-speed studio lighting illuminating every tiny detail from the side, making the droplets sparkle like diamonds while creating crisp highlights on the smooth apple skin and metal arrow surface. The result should be an extreme surreal texture of violent destruction with scientific precision and artistic clarity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a red apple with an embedded object and visible liquid dynamics. The overall resolution is moderate; some frames exhibit mild blur or compression artifacts, and color/contrast are not consistently strong throughout. Lighting is present but does not always achieve the dramatic studio-level illumination described, and the sequence lacks the high-fidelity polish expected for a top-tier render. Overall, the visual quality is average rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video includes several elements from the prompt (close-up framing, presence of a red apple, liquid dynamics around the object). However, key specifics are not convincingly realized: the object’s identity as a precise arrow with a black carbon fiber shaft and a gleaming steel tip is not clearly established, and the moment of complete penetration is not crisply depicted. The dynamic effects exist but do not fully realize the dramatic, multi-dimensional corona and the precise sequencing implied by the prompt. In short, alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nThe observed liquid behavior and object interaction are broadly plausible within a stylized depiction. There are no glaring physical impossibilities, though the dramatic intensity of the impact and the exact material properties are simplified. The scene remains coherent enough to be believable as a stylized representation, but it does not push toward rigorous physical realism.\n\nOverall assessment:\nThe video demonstrates moderate technical execution with partial alignment to the prompt and generally plausible but not highly precise physical behavior. The results reflect an average performance across all three dimensions.\n\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": 2.5625,
+ "TA": 2.109375,
+ "MQ": 2.90625,
+ "Overall": 7.59375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 an extreme close-up static shot using a bullet-time effect to capture the moment an arrow pierces a red apple. The arrow should have a sleek black carbon fiber shaft and a sharp, gleaming steel tip, bursting from the other side of the apple. The apple should be perfectly ripe with vibrant crimson skin that shatters under immense force, creating a spectacular three-dimensional corona of juice and pulp with thousands of individual crystalline droplets and tiny flesh fibers frozen in mid-air. Some droplets should be perfectly spherical due to surface tension, others stretched into delicate liquid threads. The scene should be set against a pure black non-reflective background with sharp, bright, high-speed studio lighting illuminating every tiny detail from the side, making the droplets sparkle like diamonds while creating crisp highlights on the smooth apple skin and metal arrow surface. The result should be an extreme surreal texture of violent destruction with scientific precision and artistic clarity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a red apple with an embedded object and visible liquid dynamics. The overall resolution is moderate; some frames exhibit mild blur or compression artifacts, and color/contrast are not consistently strong throughout. Lighting is present but does not always achieve the dramatic studio-level illumination described, and the sequence lacks the high-fidelity polish expected for a top-tier render. Overall, the visual quality is average rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video includes several elements from the prompt (close-up framing, presence of a red apple, liquid dynamics around the object). However, key specifics are not convincingly realized: the object’s identity as a precise arrow with a black carbon fiber shaft and a gleaming steel tip is not clearly established, and the moment of complete penetration is not crisply depicted. The dynamic effects exist but do not fully realize the dramatic, multi-dimensional corona and the precise sequencing implied by the prompt. In short, alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nThe observed liquid behavior and object interaction are broadly plausible within a stylized depiction. There are no glaring physical impossibilities, though the dramatic intensity of the impact and the exact material properties are simplified. The scene remains coherent enough to be believable as a stylized representation, but it does not push toward rigorous physical realism.\n\nOverall assessment:\nThe video demonstrates moderate technical execution with partial alignment to the prompt and generally plausible but not highly precise physical behavior. The results reflect an average performance across all three dimensions.\n\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/0000097/group_2/index_tensor([107, 107])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_2/index_tensor([107, 107])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ceafc46e03c652958991bb0384965d5377ba2669
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_2/index_tensor([107, 107])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.",
+ "seed": 24925,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_2/index_107_seed_24925_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": 3.15625,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 2.828125,
+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\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, low-angle shot featuring a meticulously detailed Toyota Celica GT-Four race car perched on a narrow, precarious bridge made of colorful building blocks. The scene includes a bright white car with red and green racing stripes, round rally lights, a large rear wing, centered positioning, wide rally tires, a jumbled block bridge, a gurgling stream beneath, and a pastoral countryside backdrop with rolling hills and distant farmhouses under a blue sky with white clouds. The overall mood is intended to be suspenseful yet whimsical, with warm lighting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clarity, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. Colors remain reasonably vibrant and lighting is generally stable, though not perfectly uniform throughout. No major distortions or abrupt frame-to-frame changes are evident, and the composition remains coherent. In sum, the video presents acceptable visual quality without reaching high-end 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 view, a white Toyota Celica GT-Four with red/green stripes, round headlights, a prominent rear wing, centered placement, wide tires, a block-constructed bridge, a visible stream below, and a countryside backdrop with rolling hills and distant farmhouses under a blue sky. Some fine-grained details (e.g., exact stripe patterns, precise tire/wheel rendering) may vary, but the main components and the overall scene match the description well. The result reflects solid fidelity to 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, with the car appearing balanced on the block bridge and the surrounding environment behaving coherently. However, there are subtle cues that prevent a higher score: the bridge’s apparent stability and the interaction between the car and the blocks could be more convincingly demonstrated, and some micro-physics cues (e.g., weight distribution, block rigidity) are not fully convincing. Overall, the scene reads as believable but not deeply rigorous in physical realism.\n\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": 3.15625,
+ "TA": 3.578125,
+ "MQ": 2.828125,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, low-angle shot featuring a meticulously detailed Toyota Celica GT-Four race car perched on a narrow, precarious bridge made of colorful building blocks. The scene includes a bright white car with red and green racing stripes, round rally lights, a large rear wing, centered positioning, wide rally tires, a jumbled block bridge, a gurgling stream beneath, and a pastoral countryside backdrop with rolling hills and distant farmhouses under a blue sky with white clouds. The overall mood is intended to be suspenseful yet whimsical, with warm lighting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clarity, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. Colors remain reasonably vibrant and lighting is generally stable, though not perfectly uniform throughout. No major distortions or abrupt frame-to-frame changes are evident, and the composition remains coherent. In sum, the video presents acceptable visual quality without reaching high-end 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 view, a white Toyota Celica GT-Four with red/green stripes, round headlights, a prominent rear wing, centered placement, wide tires, a block-constructed bridge, a visible stream below, and a countryside backdrop with rolling hills and distant farmhouses under a blue sky. Some fine-grained details (e.g., exact stripe patterns, precise tire/wheel rendering) may vary, but the main components and the overall scene match the description well. The result reflects solid fidelity to 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, with the car appearing balanced on the block bridge and the surrounding environment behaving coherently. However, there are subtle cues that prevent a higher score: the bridge’s apparent stability and the interaction between the car and the blocks could be more convincingly demonstrated, and some micro-physics cues (e.g., weight distribution, block rigidity) are not fully convincing. Overall, the scene reads as believable but not deeply rigorous in physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.",
+ "seed": 24926,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_2/index_107_seed_24926_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.71875,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 3.75,
+ "video_score2_overall": 11.5,
+ "avg": 11.46875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.",
+ "token_credit_reward": 11.5,
+ "selected_reward": 11.5,
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+ "generated_text": "\n\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, low-angle shot featuring a meticulously detailed Toyota Celica GT-Four race car with white bodywork and red/green racing stripes, positioned on a narrow, precarious bridge made of colorful building blocks. The scene includes round rally lights, a prominent rear wing, a centered stance over a stream with rounded pebbles, warm afternoon lighting, and a Ghibli-inspired countryside backdrop with rolling hills and distant farmhouses. The overall mood is intended to be suspenseful yet whimsical, with a blend of realism and dreamlike elements.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong: resolution is solid, colors are vibrant, and lighting remains warm and consistent. The car, the bridge, and the background elements are clearly defined, and there are no obvious distortions or artifacts. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic progression. Overall, Visual Quality is good but not perfect (4/5).\n\nText-to-Video Alignment Assessment:\nThe video aligns well with most prompt elements: static framing, low-angle perspective, high-definition appearance, a white car with red/green stripes, round rally lights, a prominent rear wing, a bridge constructed from colorful building blocks, a centered positioning over a stream with visible pebbles, warm lighting, and a countryside backdrop with rolling hills and distant farmhouses. The Ghibli-inspired aesthetic is present. The main discrepancy is the absence of motion, which dampens the sense of a truly precarious moment, but the core visual components match the prompt closely. Overall alignment is strong (4/5).\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent spatial relationships, plausible scale, and consistent lighting, contributing to believable physical behavior. The static presentation does not introduce obvious physical contradictions; it simply limits kinetic energy. Overall, Physical Consistency is solid (4/5).\n\n\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": 3.71875,
+ "TA": 4.0,
+ "MQ": 3.75,
+ "Overall": 11.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, low-angle shot featuring a meticulously detailed Toyota Celica GT-Four race car with white bodywork and red/green racing stripes, positioned on a narrow, precarious bridge made of colorful building blocks. The scene includes round rally lights, a prominent rear wing, a centered stance over a stream with rounded pebbles, warm afternoon lighting, and a Ghibli-inspired countryside backdrop with rolling hills and distant farmhouses. The overall mood is intended to be suspenseful yet whimsical, with a blend of realism and dreamlike elements.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong: resolution is solid, colors are vibrant, and lighting remains warm and consistent. The car, the bridge, and the background elements are clearly defined, and there are no obvious distortions or artifacts. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic progression. Overall, Visual Quality is good but not perfect (4/5).\n\nText-to-Video Alignment Assessment:\nThe video aligns well with most prompt elements: static framing, low-angle perspective, high-definition appearance, a white car with red/green stripes, round rally lights, a prominent rear wing, a bridge constructed from colorful building blocks, a centered positioning over a stream with visible pebbles, warm lighting, and a countryside backdrop with rolling hills and distant farmhouses. The Ghibli-inspired aesthetic is present. The main discrepancy is the absence of motion, which dampens the sense of a truly precarious moment, but the core visual components match the prompt closely. Overall alignment is strong (4/5).\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent spatial relationships, plausible scale, and consistent lighting, contributing to believable physical behavior. The static presentation does not introduce obvious physical contradictions; it simply limits kinetic energy. Overall, Physical Consistency is solid (4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.",
+ "seed": 24927,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_2/index_107_seed_24927_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": 3.15625,
+ "video_score2_ta": 3.609375,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.75,
+ "avg": 9.734375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\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 static, low-angle shot featuring a meticulously prepared Toyota Celica GT-Four race car perched on a narrow, precarious bridge made of colorful building blocks. The car is depicted as white with red and green racing stripes, with round rally lights and a large rear wing. It sits centered on the bridge, with tires barely touching the edges, while the bridge appears to buckle under weight. A clear stream with rounded pebbles lies beneath, set against rolling emerald hills and a distant farmhouse, under warm afternoon light and a sky dotted with cotton candy clouds. The scene aims to blend realism with a dreamlike, whimsical atmosphere.\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 softness in some frames. Lighting remains generally consistent, though a few frames show mild exposure variation. The sequence feels stable with no major distortions, but the overall polish is moderate rather than high-end. In sum, visual quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: a low-angle view, a white car with red and green accents, a bridge constructed from colorful building blocks, round rally lights, a prominent rear wing, and a central placement on the bridge. The presence of a stream and distant hills is evident, and the lighting conveys a warm, dreamlike mood. However, certain specifics (e.g., precise tire contact, exact proportions, or the degree of perceived precariousness) are not perfectly matched, resulting in a solid but not flawless alignment. Overall, the alignment is strong and coherent with the prompt, corresponding to a high-but-not-perfect score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting, with the bridge appearing structurally feasible within the stylized context. Yet the combination of a toy-like construction and a high-stakes balancing act introduces a degree of non-realistic tension. While the arrangement reads as credible within its imaginative framework, it does not fully satisfy real-world physics expectations, yielding a moderate level of common-sense consistency.\n\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": 3.15625,
+ "TA": 3.609375,
+ "MQ": 2.96875,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 static, low-angle shot featuring a meticulously prepared Toyota Celica GT-Four race car perched on a narrow, precarious bridge made of colorful building blocks. The car is depicted as white with red and green racing stripes, with round rally lights and a large rear wing. It sits centered on the bridge, with tires barely touching the edges, while the bridge appears to buckle under weight. A clear stream with rounded pebbles lies beneath, set against rolling emerald hills and a distant farmhouse, under warm afternoon light and a sky dotted with cotton candy clouds. The scene aims to blend realism with a dreamlike, whimsical atmosphere.\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 softness in some frames. Lighting remains generally consistent, though a few frames show mild exposure variation. The sequence feels stable with no major distortions, but the overall polish is moderate rather than high-end. In sum, visual quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: a low-angle view, a white car with red and green accents, a bridge constructed from colorful building blocks, round rally lights, a prominent rear wing, and a central placement on the bridge. The presence of a stream and distant hills is evident, and the lighting conveys a warm, dreamlike mood. However, certain specifics (e.g., precise tire contact, exact proportions, or the degree of perceived precariousness) are not perfectly matched, resulting in a solid but not flawless alignment. Overall, the alignment is strong and coherent with the prompt, corresponding to a high-but-not-perfect score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting, with the bridge appearing structurally feasible within the stylized context. Yet the combination of a toy-like construction and a high-stakes balancing act introduces a degree of non-realistic tension. While the arrangement reads as credible within its imaginative framework, it does not fully satisfy real-world physics expectations, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 24928,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_2/index_107_seed_24928_dp_5_rank_10_sample_3_slot_1.mp4",
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+ "question": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.",
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+ "generated_text": "\n\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 static, low-angle shot featuring a meticulously prepared Toyota Celica GT-Four race car perched on a narrow, precarious bridge made of building blocks. The car is white with red and green racing stripes, has round rally lights, a large rear wing, sits centered on the bridge, and the bridge appears to buckle under weight. A clear stream with rounded pebbles lies beneath, set in a Ghibli-inspired countryside with rolling hills, distant farmhouses, and a vast blue sky with cotton candy clouds. The scene aims to blend realism with a whimsical, surreal tone.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clarity; colors are vibrant and lighting is consistent across shots. The sequence remains largely static with minimal motion between frames, which reduces dynamic engagement but does not introduce obvious artifacts or distortions. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—static framing, low-angle perspective, a white car with red and green stripes, round headlights, a prominent rear wing, a bridge made of building blocks, and a stream beneath. However, some specifics are not clearly realized: the massive rear wing is not distinctly visible, and the precise positioning of the car on the bridge is not perfectly centered as described. The overall alignment is acceptable but not exact, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting, with coherent integration of the bridge and surrounding environment. The bridge’s construction and the car’s placement feel believable within the stylized context. While the setup is imaginative, there are no glaring physical inconsistencies, supporting 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\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": 3.546875,
+ "TA": 3.59375,
+ "MQ": 2.953125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 static, low-angle shot featuring a meticulously prepared Toyota Celica GT-Four race car perched on a narrow, precarious bridge made of building blocks. The car is white with red and green racing stripes, has round rally lights, a large rear wing, sits centered on the bridge, and the bridge appears to buckle under weight. A clear stream with rounded pebbles lies beneath, set in a Ghibli-inspired countryside with rolling hills, distant farmhouses, and a vast blue sky with cotton candy clouds. The scene aims to blend realism with a whimsical, surreal tone.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clarity; colors are vibrant and lighting is consistent across shots. The sequence remains largely static with minimal motion between frames, which reduces dynamic engagement but does not introduce obvious artifacts or distortions. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—static framing, low-angle perspective, a white car with red and green stripes, round headlights, a prominent rear wing, a bridge made of building blocks, and a stream beneath. However, some specifics are not clearly realized: the massive rear wing is not distinctly visible, and the precise positioning of the car on the bridge is not perfectly centered as described. The overall alignment is acceptable but not exact, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting, with coherent integration of the bridge and surrounding environment. The bridge’s construction and the car’s placement feel believable within the stylized context. While the setup is imaginative, there are no glaring physical inconsistencies, supporting 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\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/0000097/group_3/index_tensor([6427, 6427])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_3/index_tensor([6427, 6427])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c614025f33e691d4c678c9280dac5cb68010ce4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_3/index_tensor([6427, 6427])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.",
+ "seed": 24446,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_3/index_6427_seed_24446_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": 3.359375,
+ "video_score2_ta": 3.515625,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 10.75,
+ "avg": 10.765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.",
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+ "selected_reward": 10.75,
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+ "generated_text": "\n\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, overhead close-up shot of a bowl of hot soup in a pristine celadon bowl, with four or five plump, snow-white glutinous rice balls (tangyuan) floating in crystal-clear broth, gently swaying from the heat. It mentions a warm, soft side light penetrating wisps of white steam, a gentle convection-driven rotation, and a peaceful, appetizing atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the bowl and contents are clearly discernible, with lighting that remains consistent across frames. There is some mild softness and occasional slight blur, which reduces crispness but does not obscure details. No major distortions or artifacts are evident, and transitions between frames are smooth. In sum, visual quality is good and coherent, though not at the highest level of sharpness.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the bowl appears as a light-colored vessel, the contents resemble translucent dumplings or tangyuan, and there is visible steam suggesting heat. The framing is close-up and the scene has a calm, appetizing mood. However, certain specifics are not perfectly matched: the exact count of dumplings is ambiguous, the lighting is not strongly warm or dramatic, and the described gentle, deliberate rotation is not clearly demonstrated. Overall, alignment is strong with minor deviations.\n\nPhysical/Common-sense Consistency:\nThe scene generally follows plausible physics: steam rises naturally, the bowl sits stably, and the dumplings float with believable buoyancy. There are no obvious violations of common sense. Some micro-behaviors, such as precise timing of rotations or the exact interaction between steam and liquid, are not perfectly captured, but the overall physical realism remains credible.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "MQ": 3.890625,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, overhead close-up shot of a bowl of hot soup in a pristine celadon bowl, with four or five plump, snow-white glutinous rice balls (tangyuan) floating in crystal-clear broth, gently swaying from the heat. It mentions a warm, soft side light penetrating wisps of white steam, a gentle convection-driven rotation, and a peaceful, appetizing atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the bowl and contents are clearly discernible, with lighting that remains consistent across frames. There is some mild softness and occasional slight blur, which reduces crispness but does not obscure details. No major distortions or artifacts are evident, and transitions between frames are smooth. In sum, visual quality is good and coherent, though not at the highest level of sharpness.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the bowl appears as a light-colored vessel, the contents resemble translucent dumplings or tangyuan, and there is visible steam suggesting heat. The framing is close-up and the scene has a calm, appetizing mood. However, certain specifics are not perfectly matched: the exact count of dumplings is ambiguous, the lighting is not strongly warm or dramatic, and the described gentle, deliberate rotation is not clearly demonstrated. Overall, alignment is strong with minor deviations.\n\nPhysical/Common-sense Consistency:\nThe scene generally follows plausible physics: steam rises naturally, the bowl sits stably, and the dumplings float with believable buoyancy. There are no obvious violations of common sense. Some micro-behaviors, such as precise timing of rotations or the exact interaction between steam and liquid, are not perfectly captured, but the overall physical realism remains credible.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.",
+ "seed": 24447,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_3/index_6427_seed_24447_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.453125,
+ "video_score2_ta": 3.03125,
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+ "video_score2_overall": 10.125,
+ "avg": 10.125,
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+ "question": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.",
+ "token_credit_reward": 10.125,
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+ "generated_text": "\n\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, overhead close-up shot of a bowl of hot soup in a pristine celadon bowl, with four or five plump, snow-white glutinous rice balls (tangyuan) floating in crystal-clear broth, gently swaying from the heat. It mentions a warm, soft side light, wisps of white steam, and a peaceful, appetizing atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The resolution is decent and the imagery remains clear enough to distinguish the bowl, the dumplings, and the golden petals. There is some mild softness and occasional blur, but no major distortions or artifacts. The lighting is consistent across frames, and the colors stay within a restrained palette dominated by whites and soft greens. The sequence appears stable with minimal camera shake, contributing to a coherent overall impression. In sum, visual quality is good with minor imperfections, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a close-up view of a bowl containing white, round objects that resemble tangyuan, and the presence of golden petals in the liquid. However, there are notable gaps: the bowl does not clearly read as a pristine celadon bowl, and the expected wisps of steam and a warm, soft side light are not evident. The motion described in the prompt—gentle swaying and rotation driven by convection—is not convincingly demonstrated; the objects largely hold their positions with only minor positional changes. Overall, alignment is moderate, reflecting partial fulfillment of the prompt rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the dumplings float with believable buoyancy, reflections on their surfaces are reasonable, and the liquid dynamics appear coherent. There are no obvious violations of basic physics, and the interactions between objects feel credible. Some minor inconsistencies exist (e.g., limited motion and absence of steam), but they do not undermine overall realism. This supports a high level of common-sense consistency, though not perfect.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.453125,
+ "TA": 3.03125,
+ "MQ": 3.640625,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, overhead close-up shot of a bowl of hot soup in a pristine celadon bowl, with four or five plump, snow-white glutinous rice balls (tangyuan) floating in crystal-clear broth, gently swaying from the heat. It mentions a warm, soft side light, wisps of white steam, and a peaceful, appetizing atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The resolution is decent and the imagery remains clear enough to distinguish the bowl, the dumplings, and the golden petals. There is some mild softness and occasional blur, but no major distortions or artifacts. The lighting is consistent across frames, and the colors stay within a restrained palette dominated by whites and soft greens. The sequence appears stable with minimal camera shake, contributing to a coherent overall impression. In sum, visual quality is good with minor imperfections, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a close-up view of a bowl containing white, round objects that resemble tangyuan, and the presence of golden petals in the liquid. However, there are notable gaps: the bowl does not clearly read as a pristine celadon bowl, and the expected wisps of steam and a warm, soft side light are not evident. The motion described in the prompt—gentle swaying and rotation driven by convection—is not convincingly demonstrated; the objects largely hold their positions with only minor positional changes. Overall, alignment is moderate, reflecting partial fulfillment of the prompt rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the dumplings float with believable buoyancy, reflections on their surfaces are reasonable, and the liquid dynamics appear coherent. There are no obvious violations of basic physics, and the interactions between objects feel credible. Some minor inconsistencies exist (e.g., limited motion and absence of steam), but they do not undermine overall realism. This supports a high level of common-sense consistency, though not perfect.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.",
+ "seed": 24448,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_3/index_6427_seed_24448_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_mq": 3.703125,
+ "video_score2_overall": 10.1875,
+ "avg": 10.203125,
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+ "question": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.",
+ "token_credit_reward": 10.1875,
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+ "generated_text": "\n\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, overhead close-up shot of a bowl of hot soup in a pristine celadon bowl, with four or five plump, snow-white glutinous rice balls (tangyuan) floating in crystal-clear broth, gently swaying from the heat. It mentions a warm sheen from the liquid, gentle convection currents, rotation and slight separation of the dumplings, wisps of white steam, and a warm, soft side light creating a subtle beam that illuminates the curved surfaces and the few golden osmanthus petals. The scene should be dominated by white colors and clear soup, with a peaceful, appetizing atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The bowl and its celadon-like finish are clearly rendered, and the rice balls are well defined with convincing translucency. The lighting is warm and consistent across frames, and the steam effects contribute to the atmosphere. There are no major distortions or artifacts, and the sequence remains stable. However, there are minor imperfections such as occasional slight edge softness on some frames and very subtle color fringing in a few moments, which prevent a perfect top score. These small issues keep the visual quality at a strong 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the slow close-up framing, the presence of a bowl, and the appearance of white, translucent dumplings floating in a clear broth with visible steam. However, certain aspects are not fully realized: the exact number of dumplings is ambiguous, and the described dynamic interactions (gentle rotation, deliberate movement, and occasional contact between dumplings) are not consistently demonstrated across the sequence. The lighting and atmosphere align with the prompt, but the overall motion dynamics are only moderately represented. This yields a moderate alignment level around 3.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the dumplings float with believable buoyancy, steam rises naturally, and the liquid appears clear and reflective. There are no obvious violations of basic physics. Some minor inconsistencies exist, such as occasional slight mismatches in shadowing or the timing of subtle movements, which prevent a perfect score. Overall, physical consistency is acceptable and aligns with a score of 3.\n\n\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": 3.734375,
+ "TA": 2.765625,
+ "MQ": 3.703125,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, overhead close-up shot of a bowl of hot soup in a pristine celadon bowl, with four or five plump, snow-white glutinous rice balls (tangyuan) floating in crystal-clear broth, gently swaying from the heat. It mentions a warm sheen from the liquid, gentle convection currents, rotation and slight separation of the dumplings, wisps of white steam, and a warm, soft side light creating a subtle beam that illuminates the curved surfaces and the few golden osmanthus petals. The scene should be dominated by white colors and clear soup, with a peaceful, appetizing atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The bowl and its celadon-like finish are clearly rendered, and the rice balls are well defined with convincing translucency. The lighting is warm and consistent across frames, and the steam effects contribute to the atmosphere. There are no major distortions or artifacts, and the sequence remains stable. However, there are minor imperfections such as occasional slight edge softness on some frames and very subtle color fringing in a few moments, which prevent a perfect top score. These small issues keep the visual quality at a strong 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the slow close-up framing, the presence of a bowl, and the appearance of white, translucent dumplings floating in a clear broth with visible steam. However, certain aspects are not fully realized: the exact number of dumplings is ambiguous, and the described dynamic interactions (gentle rotation, deliberate movement, and occasional contact between dumplings) are not consistently demonstrated across the sequence. The lighting and atmosphere align with the prompt, but the overall motion dynamics are only moderately represented. This yields a moderate alignment level around 3.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the dumplings float with believable buoyancy, steam rises naturally, and the liquid appears clear and reflective. There are no obvious violations of basic physics. Some minor inconsistencies exist, such as occasional slight mismatches in shadowing or the timing of subtle movements, which prevent a perfect score. Overall, physical consistency is acceptable and aligns with a score of 3.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.",
+ "seed": 24449,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_3/index_6427_seed_24449_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.75,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 3.859375,
+ "video_score2_overall": 10.1875,
+ "avg": 10.171875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
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+ "top_frames": [
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+ "generated_text": "\n\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, overhead close-up shot of a bowl of hot soup in a pristine celadon bowl, with four or five plump, snow-white glutinous rice balls (tangyuan) floating in crystal-clear broth, gently swaying from the heat. It mentions a warm, soft side light, wisps of white steam, and a peaceful, appetizing atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The bowl and its celadon-like finish are clearly rendered, and the rice balls are well defined with convincing translucency. The lighting remains warm and consistent across frames, and the framing stays as a close-up throughout. There are no major distortions or artifacts, and the sequence appears stable. However, there are minor imperfections such as occasional slight softness in some frames and very subtle color/contrast variations, which prevent a perfect top score. These small issues keep the visual quality at a strong 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the close-up perspective, the bowl, and the presence of white, translucent rice balls. However, crucial aspects of the prompt are not realized: there is no visible steam, and the expected dynamic motion of the balls is absent—their positions remain largely static across frames. The lighting and overall mood align with the description, but the absence of motion and steam reduces fidelity to the prompt. Overall alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical properties: the balls float with believable buoyancy, reflections on their surfaces are coherent, and the liquid behavior appears consistent with a viscous medium. There are no obvious violations of basic physics, and the composition feels physically coherent. Given the lack of motion, the dynamics are not demonstrated, but the observed interactions are internally consistent, supporting a high level of common-sense plausibility. This dimension is rated 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.75,
+ "TA": 2.5625,
+ "MQ": 3.859375,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, overhead close-up shot of a bowl of hot soup in a pristine celadon bowl, with four or five plump, snow-white glutinous rice balls (tangyuan) floating in crystal-clear broth, gently swaying from the heat. It mentions a warm, soft side light, wisps of white steam, and a peaceful, appetizing atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The bowl and its celadon-like finish are clearly rendered, and the rice balls are well defined with convincing translucency. The lighting remains warm and consistent across frames, and the framing stays as a close-up throughout. There are no major distortions or artifacts, and the sequence appears stable. However, there are minor imperfections such as occasional slight softness in some frames and very subtle color/contrast variations, which prevent a perfect top score. These small issues keep the visual quality at a strong 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the close-up perspective, the bowl, and the presence of white, translucent rice balls. However, crucial aspects of the prompt are not realized: there is no visible steam, and the expected dynamic motion of the balls is absent—their positions remain largely static across frames. The lighting and overall mood align with the description, but the absence of motion and steam reduces fidelity to the prompt. Overall alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical properties: the balls float with believable buoyancy, reflections on their surfaces are coherent, and the liquid behavior appears consistent with a viscous medium. There are no obvious violations of basic physics, and the composition feels physically coherent. Given the lack of motion, the dynamics are not demonstrated, but the observed interactions are internally consistent, supporting a high level of common-sense plausibility. This dimension is rated 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_4/index_tensor([4373, 4373])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_4/index_tensor([4373, 4373])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..12f8bdf596332be8a4557ad27115952b6697e0a0
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_4/index_tensor([4373, 4373])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.",
+ "seed": 27180,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_4/index_4373_seed_27180_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": 3.453125,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.375,
+ "avg": 10.40625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\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, medium close-up scene featuring a woman with long auburn hair in a loose braid, wearing a dark green waxed canvas jacket and a thick brown leather falconry glove on her left forearm. A magnificent falcon perches on the glove, with a gray-brown back and barred white underbelly, a sharp beak, and piercing black eyes. The background is a soft-focus, windswept grassy marshland with a cool, earthy palette and a dramatic cloudy sky. The woman should have a serene, focused expression as she slowly raises her bare right hand to gently stroke the falcon's feathers on the head with the back of her index finger, conveying mutual respect between human and wildlife.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural lighting, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, though some frames exhibit subtle noise or compression effects. The falcon and the woman are generally well-rendered, and the background depth of field is plausible, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the woman’s appearance, the dark green jacket, the brown leather glove, the falcon with its plumage, the precise hand gesture, and the serene interaction. The environment matches the described marshland setting, and the mood aligns with mutual respect. Minor deviations may exist in fine-grained details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and physics, with believable interactions between the human and the bird. However, there are small inconsistencies in micro-dynamics or environmental cues that prevent a higher score, though nothing grossly violates common sense.\n\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": 3.453125,
+ "TA": 3.75,
+ "MQ": 3.203125,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, medium close-up scene featuring a woman with long auburn hair in a loose braid, wearing a dark green waxed canvas jacket and a thick brown leather falconry glove on her left forearm. A magnificent falcon perches on the glove, with a gray-brown back and barred white underbelly, a sharp beak, and piercing black eyes. The background is a soft-focus, windswept grassy marshland with a cool, earthy palette and a dramatic cloudy sky. The woman should have a serene, focused expression as she slowly raises her bare right hand to gently stroke the falcon's feathers on the head with the back of her index finger, conveying mutual respect between human and wildlife.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural lighting, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, though some frames exhibit subtle noise or compression effects. The falcon and the woman are generally well-rendered, and the background depth of field is plausible, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the woman’s appearance, the dark green jacket, the brown leather glove, the falcon with its plumage, the precise hand gesture, and the serene interaction. The environment matches the described marshland setting, and the mood aligns with mutual respect. Minor deviations may exist in fine-grained details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and physics, with believable interactions between the human and the bird. However, there are small inconsistencies in micro-dynamics or environmental cues that prevent a higher score, though nothing grossly violates common sense.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.",
+ "seed": 27181,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_4/index_4373_seed_27181_dp_8_rank_16_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 3.265625,
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+ "video_score2_overall": 9.5,
+ "avg": 9.5,
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+ "generated_text": "\n\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, medium close-up scene featuring a woman with long auburn hair in a loose braid, wearing a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches on the glove, with a gray-brown back and barred white underbelly, a sharp beak, and piercing black eyes. The background is a soft-focus, windswept grassy marshland with a cool, earthy palette and a dramatic cloudy sky. The woman should have a serene, focused expression as she slowly raises her bare right hand to gently stroke the falcon's feathers on the head with the back of her index finger, conveying mutual respect between human and wildlife.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. Lighting and depth-of-field are generally appropriate, and the sequence remains stable without major distortions. The rendering of the woman’s features and the falcon is acceptable, though not flawless, which aligns with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: the woman with braided hair, the dark green jacket, the brown leather glove, the falcon with distinctive markings, and the described interaction. The mood and setting align with the prompt, and the core narrative is well captured. Minor deviations exist in exact shade of clothing or pose timing, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and physics, with believable interactions between the woman and the falcon. However, there are subtle cues—such as lighting subtleties and micro-motions—that could feel slightly off, preventing a higher score. Overall, the depiction remains coherent and credible, but not perfect.\n\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": {
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+ "TA": 3.265625,
+ "MQ": 3.203125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, medium close-up scene featuring a woman with long auburn hair in a loose braid, wearing a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches on the glove, with a gray-brown back and barred white underbelly, a sharp beak, and piercing black eyes. The background is a soft-focus, windswept grassy marshland with a cool, earthy palette and a dramatic cloudy sky. The woman should have a serene, focused expression as she slowly raises her bare right hand to gently stroke the falcon's feathers on the head with the back of her index finger, conveying mutual respect between human and wildlife.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. Lighting and depth-of-field are generally appropriate, and the sequence remains stable without major distortions. The rendering of the woman’s features and the falcon is acceptable, though not flawless, which aligns with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: the woman with braided hair, the dark green jacket, the brown leather glove, the falcon with distinctive markings, and the described interaction. The mood and setting align with the prompt, and the core narrative is well captured. Minor deviations exist in exact shade of clothing or pose timing, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and physics, with believable interactions between the woman and the falcon. However, there are subtle cues—such as lighting subtleties and micro-motions—that could feel slightly off, preventing a higher score. Overall, the depiction remains coherent and credible, but not perfect.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.",
+ "seed": 27182,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_4/index_4373_seed_27182_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 4,
+ "rank_in_group": 1,
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.640625,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 10.0625,
+ "avg": 10.078125,
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+ "question": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\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, medium close-up scene featuring a woman with long auburn hair in a loose braid, wearing a dark green waxed canvas jacket and a thick weathered brown leather falconry glove on her left forearm. A magnificent falcon perches on the glove, with a gray-brown back and barred white underbelly, a sharp beak, and piercing black eyes. The background is a soft-focus, windswept grassy marshland with a dramatic cloudy sky. The woman is described as raising her bare right hand and gently stroking the falcon's feathers on the head with the back of her finger, conveying a serene, focused mood and a sense of mutual respect between human and wildlife.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. Lighting and depth-of-field are generally well-handled, and the sequence remains stable without major distortions. The rendering of the falcon and the woman is adequate, though not exceptionally refined.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: the woman’s appearance, the dark green jacket, the brown leather glove, the falcon with its plumage, the windswept marshland backdrop, and the described hand gesture. The mood and composition align with the intended scene. Minor deviations exist in exact hand positioning and some fine-grained details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interaction appears plausible at a glance, but there are subtle cues that could challenge full common-sense realism—such as lighting/shadow nuances or the precise dynamics of the hand–falcon contact across frames. These small inconsistencies keep the overall plausibility from being higher than moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
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+ "soft_scores": {
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+ "TA": 3.640625,
+ "MQ": 3.234375,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, medium close-up scene featuring a woman with long auburn hair in a loose braid, wearing a dark green waxed canvas jacket and a thick weathered brown leather falconry glove on her left forearm. A magnificent falcon perches on the glove, with a gray-brown back and barred white underbelly, a sharp beak, and piercing black eyes. The background is a soft-focus, windswept grassy marshland with a dramatic cloudy sky. The woman is described as raising her bare right hand and gently stroking the falcon's feathers on the head with the back of her finger, conveying a serene, focused mood and a sense of mutual respect between human and wildlife.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. Lighting and depth-of-field are generally well-handled, and the sequence remains stable without major distortions. The rendering of the falcon and the woman is adequate, though not exceptionally refined.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: the woman’s appearance, the dark green jacket, the brown leather glove, the falcon with its plumage, the windswept marshland backdrop, and the described hand gesture. The mood and composition align with the intended scene. Minor deviations exist in exact hand positioning and some fine-grained details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interaction appears plausible at a glance, but there are subtle cues that could challenge full common-sense realism—such as lighting/shadow nuances or the precise dynamics of the hand–falcon contact across frames. These small inconsistencies keep the overall plausibility from being higher than moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.",
+ "seed": 27183,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_4/index_4373_seed_27183_dp_9_rank_18_sample_3_slot_1.mp4",
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+ "video_score2_ta": 3.3125,
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+ "video_score2_overall": 9.625,
+ "avg": 9.578125,
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+ "question": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.",
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+ "generated_text": "\n\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, medium close-up scene featuring a woman with long auburn hair in a loose braid, wearing a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches on the glove, with a gray-brown back and barred white underbelly, a sharp beak, and piercing black eyes. The background is a soft-focus, windswept grassy marshland with a dramatic cloudy sky, and the woman is depicted with a serene, focused expression as she slowly raises her bare right hand to gently stroke the falcon's feathers on the head with the back of her index finger, conveying mutual respect between human and wildlife.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. Lighting and color balance are generally stable across shots, though not flawless, resulting in a credible but not exceptional visual presentation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements described in the prompt are present: the woman’s appearance, the dark green jacket, the brown leather glove, the falcon with its plumage, the serene expression, and the intended interaction. The sequence captures the intended mood and actions closely, with only minor deviations in timing or gesture that do not significantly detract from fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible anatomy and physics for the most part, but there are subtle cues that could be interpreted as slightly staged or less natural in motion, preventing a higher score. Overall, the depiction remains believable and coherent.\n\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": 3.046875,
+ "TA": 3.3125,
+ "MQ": 3.21875,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, medium close-up scene featuring a woman with long auburn hair in a loose braid, wearing a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches on the glove, with a gray-brown back and barred white underbelly, a sharp beak, and piercing black eyes. The background is a soft-focus, windswept grassy marshland with a dramatic cloudy sky, and the woman is depicted with a serene, focused expression as she slowly raises her bare right hand to gently stroke the falcon's feathers on the head with the back of her index finger, conveying mutual respect between human and wildlife.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. Lighting and color balance are generally stable across shots, though not flawless, resulting in a credible but not exceptional visual presentation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements described in the prompt are present: the woman’s appearance, the dark green jacket, the brown leather glove, the falcon with its plumage, the serene expression, and the intended interaction. The sequence captures the intended mood and actions closely, with only minor deviations in timing or gesture that do not significantly detract from fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible anatomy and physics for the most part, but there are subtle cues that could be interpreted as slightly staged or less natural in motion, preventing a higher score. Overall, the depiction remains believable and coherent.\n\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/0000097/group_5/index_tensor([7658, 7658])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_5/index_tensor([7658, 7658])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1211b22a8d43ec3cf38e3ec4d12dbe33225c1da8
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_5/index_tensor([7658, 7658])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 11942,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_5/index_7658_seed_11942_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "avg": 3.5078125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.",
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+ "generated_text": "\n\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 dramatic scene involving a man in a richly textured dark gray cashmere jacket lifting a woman in a pristine white hooded sweatshirt on an empty city street at midnight, with a 360-degree camera movement, slow-motion emphasis, and a sequence of vivid visual effects (blue static sparks, tense arm muscles, spinning motion, and a diamond earring catching light). The description is rich and evocative, but the actual video frames do not consistently realize these specifics.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits extreme blur, heavy compression artifacts, and pronounced color distortions that obscure details. Frame-to-frame stability is poor, with noticeable jitter and abrupt transitions. Lighting is inconsistent and often unrealistic, and the resolution is insufficient to convey clear shapes or textures. These factors collectively render the video largely unreadable and visually unreliable, indicating a very low level of visual quality.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: some elements such as a man and a woman and a nighttime urban setting are present, and there is a sense of movement. However, critical aspects—specifically the precise clothing textures (the dark gray cashmere jacket and the white hooded sweatshirt), the exact interaction (lifting from the ground), the described fabric dynamics, and the dynamic visual effects (blue sparks, spinning, earring reflections)—are not convincingly realized due to the severe image degradation. Overall, the alignment is limited and does not faithfully reproduce the detailed prompt.\n\nPhysical Consistency / Common-sense:\nThe scene shows basic human proportions and plausible spatial relations, but the extreme visual degradation prevents reliable assessment of physics and interactions. There are no obvious gross violations, yet the lack of clarity and the missing cues needed to judge weight transfer, balance, and fabric behavior reduce confidence in any coherent physical interpretation. Overall, physical/common-sense consistency is weak.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.125,
+ "TA": 1.0390625,
+ "MQ": 1.34375,
+ "Overall": 3.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 dramatic scene involving a man in a richly textured dark gray cashmere jacket lifting a woman in a pristine white hooded sweatshirt on an empty city street at midnight, with a 360-degree camera movement, slow-motion emphasis, and a sequence of vivid visual effects (blue static sparks, tense arm muscles, spinning motion, and a diamond earring catching light). The description is rich and evocative, but the actual video frames do not consistently realize these specifics.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits extreme blur, heavy compression artifacts, and pronounced color distortions that obscure details. Frame-to-frame stability is poor, with noticeable jitter and abrupt transitions. Lighting is inconsistent and often unrealistic, and the resolution is insufficient to convey clear shapes or textures. These factors collectively render the video largely unreadable and visually unreliable, indicating a very low level of visual quality.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: some elements such as a man and a woman and a nighttime urban setting are present, and there is a sense of movement. However, critical aspects—specifically the precise clothing textures (the dark gray cashmere jacket and the white hooded sweatshirt), the exact interaction (lifting from the ground), the described fabric dynamics, and the dynamic visual effects (blue sparks, spinning, earring reflections)—are not convincingly realized due to the severe image degradation. Overall, the alignment is limited and does not faithfully reproduce the detailed prompt.\n\nPhysical Consistency / Common-sense:\nThe scene shows basic human proportions and plausible spatial relations, but the extreme visual degradation prevents reliable assessment of physics and interactions. There are no obvious gross violations, yet the lack of clarity and the missing cues needed to judge weight transfer, balance, and fabric behavior reduce confidence in any coherent physical interpretation. Overall, physical/common-sense consistency is weak.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.",
+ "seed": 11943,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_5/index_7658_seed_11943_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.3984375,
+ "video_score2_ta": 1.0703125,
+ "video_score2_mq": 1.4296875,
+ "video_score2_overall": 3.90625,
+ "avg": 3.8984375,
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+ "question": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.",
+ "token_credit_reward": 3.90625,
+ "selected_reward": 3.90625,
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+ "generated_text": "\n\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 dramatic scene involving a young man in a richly tailored dark gray cashmere jacket lifting a woman in a pristine white hooded sweatshirt from an empty city street at midnight, with a fluid 360-degree camera movement, slow-motion emphasis, and a sequence of dynamic actions including fabric interaction, blue static sparks, muscular tension, and a spinning motion that conveys romantic intensity.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits pervasive blur, heavy compression artifacts, and inconsistent lighting, which obscure details and reduce clarity. Color fidelity and contrast are unreliable, and frame-to-frame stability is poor, resulting in a noticeably unstable viewing experience. These factors collectively indicate very low visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: some elements such as a man and a woman, urban nighttime ambiance, and a hooded garment appear, but many key aspects are not convincingly realized. The dramatic action described—lifting from the ground, fabric interaction, blue static sparks, and the specified dynamic camera movement—are not clearly depicted or verifiable due to the degraded visuals. Overall, the alignment is moderate rather than strong (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene shows basic human proportions and plausible spatial relations, but the severe image degradation prevents reliable assessment of nuanced physical interactions and dynamics. No obvious gross violations are detected, yet confidence in physical realism is limited (score 2).\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.3984375,
+ "TA": 1.0703125,
+ "MQ": 1.4296875,
+ "Overall": 3.90625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 dramatic scene involving a young man in a richly tailored dark gray cashmere jacket lifting a woman in a pristine white hooded sweatshirt from an empty city street at midnight, with a fluid 360-degree camera movement, slow-motion emphasis, and a sequence of dynamic actions including fabric interaction, blue static sparks, muscular tension, and a spinning motion that conveys romantic intensity.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits pervasive blur, heavy compression artifacts, and inconsistent lighting, which obscure details and reduce clarity. Color fidelity and contrast are unreliable, and frame-to-frame stability is poor, resulting in a noticeably unstable viewing experience. These factors collectively indicate very low visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: some elements such as a man and a woman, urban nighttime ambiance, and a hooded garment appear, but many key aspects are not convincingly realized. The dramatic action described—lifting from the ground, fabric interaction, blue static sparks, and the specified dynamic camera movement—are not clearly depicted or verifiable due to the degraded visuals. Overall, the alignment is moderate rather than strong (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene shows basic human proportions and plausible spatial relations, but the severe image degradation prevents reliable assessment of nuanced physical interactions and dynamics. No obvious gross violations are detected, yet confidence in physical realism is limited (score 2).\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.",
+ "seed": 11944,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_5/index_7658_seed_11944_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.6640625,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 2.5625,
+ "video_score2_overall": 6.5625,
+ "avg": 6.5703125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.",
+ "token_credit_reward": 6.5625,
+ "selected_reward": 6.5625,
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+ "generated_text": "\n\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 dramatic scene involving a young man in a dark gray cashmere jacket lifting a woman in a white hooded sweatshirt on an empty city street at midnight, with a 360-degree camera movement, slow motion, and a sequence of specific visual effects (blue static sparks, tense arm muscles, diamond earring catching light during rotation). The description is rich and evocative, but the video frames do not consistently realize these specifics across the entire sequence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some blur and mild compression artifacts, yet the subjects remain identifiable and the scene remains legible. There are occasional color shifts and minor noise, but no pervasive degradation that would render the video unusable. The lighting is uneven in places, yet it does not completely obscure essential details. In sum, the video presents a fair level of visual fidelity without achieving high-end clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a man and a woman and a nighttime urban setting, several key elements from the prompt are not convincingly realized: the precise 360-degree camera motion is not clearly demonstrated, the described fabric interactions and sparks are not evident, and the dynamic actions (the lift, the arm tension, the spinning) are not consistently depicted. The overall narrative alignment is weak, with only superficial cues matching the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions appear plausible and there are no obvious anatomical distortions. However, due to limited frame clarity and ambiguous motion cues, some spatial relationships and interactions feel uncertain, which reduces confidence in full physical realism. Overall, the scene maintains basic coherence without strong evidence of consistent physics throughout.\n\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": 1.6640625,
+ "TA": 2.34375,
+ "MQ": 2.5625,
+ "Overall": 6.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 dramatic scene involving a young man in a dark gray cashmere jacket lifting a woman in a white hooded sweatshirt on an empty city street at midnight, with a 360-degree camera movement, slow motion, and a sequence of specific visual effects (blue static sparks, tense arm muscles, diamond earring catching light during rotation). The description is rich and evocative, but the video frames do not consistently realize these specifics across the entire sequence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some blur and mild compression artifacts, yet the subjects remain identifiable and the scene remains legible. There are occasional color shifts and minor noise, but no pervasive degradation that would render the video unusable. The lighting is uneven in places, yet it does not completely obscure essential details. In sum, the video presents a fair level of visual fidelity without achieving high-end clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a man and a woman and a nighttime urban setting, several key elements from the prompt are not convincingly realized: the precise 360-degree camera motion is not clearly demonstrated, the described fabric interactions and sparks are not evident, and the dynamic actions (the lift, the arm tension, the spinning) are not consistently depicted. The overall narrative alignment is weak, with only superficial cues matching the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions appear plausible and there are no obvious anatomical distortions. However, due to limited frame clarity and ambiguous motion cues, some spatial relationships and interactions feel uncertain, which reduces confidence in full physical realism. Overall, the scene maintains basic coherence without strong evidence of consistent physics throughout.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.",
+ "seed": 11945,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_5/index_7658_seed_11945_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 1.7734375,
+ "video_score2_ta": 1.171875,
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+ "video_score2_overall": 4.25,
+ "avg": 4.265625,
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+ "question": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.",
+ "token_credit_reward": 4.25,
+ "selected_reward": 4.25,
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+ "top_frames": [
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+ "generated_text": "\n\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 scene involving a young man in a richly textured dark gray cashmere jacket lifting a woman in a pristine white hooded sweatshirt from an empty, neon-lit city street at midnight, with dynamic camera work and a sequence of vivid details (blue static sparks, tense arm muscles, spinning motion, and a diamond earring catching light). The video, however, does not realize these elements; the core actions and the described atmosphere are not present, resulting in a severe misalignment with the prompt.\n\nVisual Quality Analysis:\nAcross the frames, visual quality is severely degraded. The footage exhibits heavy blur and out-of-focus areas, frequent compression artifacts, and inconsistent lighting. Color grading appears oversaturated or unnatural, and there is noticeable instability between frames. Overall, the video fails to deliver coherent visuals, indicating very poor visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The key narrative elements—two people interacting dramatically, the specific clothing textures, the empty street setting, the midnight mood, and the described dynamic actions—are absent. The result is a near-total mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe sequence shows pronounced inconsistencies with basic physics and common-sense expectations. Movements appear stiff, interactions lack natural dynamics, and any implied forces or contacts do not follow plausible biomechanics. The overall scene lacks believable physical behavior, reflecting very low common-sense consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.7734375,
+ "TA": 1.171875,
+ "MQ": 1.3203125,
+ "Overall": 4.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 scene involving a young man in a richly textured dark gray cashmere jacket lifting a woman in a pristine white hooded sweatshirt from an empty, neon-lit city street at midnight, with dynamic camera work and a sequence of vivid details (blue static sparks, tense arm muscles, spinning motion, and a diamond earring catching light). The video, however, does not realize these elements; the core actions and the described atmosphere are not present, resulting in a severe misalignment with the prompt.\n\nVisual Quality Analysis:\nAcross the frames, visual quality is severely degraded. The footage exhibits heavy blur and out-of-focus areas, frequent compression artifacts, and inconsistent lighting. Color grading appears oversaturated or unnatural, and there is noticeable instability between frames. Overall, the video fails to deliver coherent visuals, indicating very poor visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The key narrative elements—two people interacting dramatically, the specific clothing textures, the empty street setting, the midnight mood, and the described dynamic actions—are absent. The result is a near-total mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe sequence shows pronounced inconsistencies with basic physics and common-sense expectations. Movements appear stiff, interactions lack natural dynamics, and any implied forces or contacts do not follow plausible biomechanics. The overall scene lacks believable physical behavior, reflecting very low common-sense consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_6/index_tensor([1254, 1254])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_6/index_tensor([1254, 1254])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..10e4040bba4a738fcc494ab54504d19b41bb3f29
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_6/index_tensor([1254, 1254])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.",
+ "seed": 32193,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_6/index_1254_seed_32193_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.8125,
+ "avg": 9.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.",
+ "token_credit_reward": 9.8125,
+ "selected_reward": 9.8125,
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+ "generated_text": "\n\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 majestic aerial drone shot following an eagle as it glides through the air, with detailed imagery of the eagle's appearance, wing spread, lighting, and the surrounding landscape including mountains, forests, and mist.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the eagle and landscape, with natural colors and generally stable lighting. However, there are occasional minor artifacts and slight inconsistencies in sharpness across frames that prevent a higher rating. The sequence remains coherent and the scene is visually plausible, though not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: an aerial drone-like perspective, a bald eagle in flight with wings extended, a mountainous landscape with coniferous forests and mist, and warm golden-hour lighting. The eagle's posture and the overall composition align well with the description. Some nuanced aspects such as precise wing motion dynamics and exact timing of subtle body adjustments are difficult to verify from static frames, but do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle's anatomy and flight posture appear plausible, and the environmental context is coherent. There may be minor deviations in wing articulation or timing of subtle movements that could be refined, but nothing breaks the overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\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": 2.984375,
+ "TA": 3.75,
+ "MQ": 3.0625,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 majestic aerial drone shot following an eagle as it glides through the air, with detailed imagery of the eagle's appearance, wing spread, lighting, and the surrounding landscape including mountains, forests, and mist.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the eagle and landscape, with natural colors and generally stable lighting. However, there are occasional minor artifacts and slight inconsistencies in sharpness across frames that prevent a higher rating. The sequence remains coherent and the scene is visually plausible, though not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: an aerial drone-like perspective, a bald eagle in flight with wings extended, a mountainous landscape with coniferous forests and mist, and warm golden-hour lighting. The eagle's posture and the overall composition align well with the description. Some nuanced aspects such as precise wing motion dynamics and exact timing of subtle body adjustments are difficult to verify from static frames, but do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle's anatomy and flight posture appear plausible, and the environmental context is coherent. There may be minor deviations in wing articulation or timing of subtle movements that could be refined, but nothing breaks the overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.",
+ "seed": 32194,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_6/index_1254_seed_32194_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": 3.359375,
+ "video_score2_ta": 3.734375,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 10.4375,
+ "avg": 10.4375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.",
+ "token_credit_reward": 10.4375,
+ "selected_reward": 10.4375,
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+ "generated_text": "\n\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 majestic aerial drone shot following an eagle as it glides through the air, with detailed imagery of the eagle's appearance, wing spread, lighting, and the landscape below. The description emphasizes a smooth, effortless flight, warm golden morning sunlight, and a vast mountainous backdrop with coniferous forests and rock cliffs, plus a light morning mist and subtle flight adjustments.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The eagle remains clearly visible with decent detail, and the background mountains are recognizable. There are some compression artifacts and mild color saturation that give a slightly artificial feel, but these do not dominate the scene. The sequence appears reasonably stable with no major distortions, though occasional minor frame-to-frame inconsistencies may be present. Lighting is generally consistent across frames, with no severe flicker or abrupt changes. In sum, the video presents a plausible scene with moderate visual imperfections rather than high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an aerial/eagle-centric composition, a large winged bird, and a mountainous landscape with forested slopes. The eagle’s presence, flight posture, and the general environment align well with the description. Some nuanced details—such as precise timing of wing flaps, exact shading, and atmospheric effects like mist—are not perfectly matched, but they do not significantly detract from the overall correspondence. The result reflects a solid translation of the textual prompt into visuals, with minor deviations in fine-grained dynamics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle’s anatomy and wing configuration appear plausible, and the relative scale between the bird and the landscape is believable. However, there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher level of realism. The scene remains coherent and physically plausible, but not flawless in terms of common-sense physics and environmental interaction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 3.734375,
+ "MQ": 3.34375,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 majestic aerial drone shot following an eagle as it glides through the air, with detailed imagery of the eagle's appearance, wing spread, lighting, and the landscape below. The description emphasizes a smooth, effortless flight, warm golden morning sunlight, and a vast mountainous backdrop with coniferous forests and rock cliffs, plus a light morning mist and subtle flight adjustments.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The eagle remains clearly visible with decent detail, and the background mountains are recognizable. There are some compression artifacts and mild color saturation that give a slightly artificial feel, but these do not dominate the scene. The sequence appears reasonably stable with no major distortions, though occasional minor frame-to-frame inconsistencies may be present. Lighting is generally consistent across frames, with no severe flicker or abrupt changes. In sum, the video presents a plausible scene with moderate visual imperfections rather than high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an aerial/eagle-centric composition, a large winged bird, and a mountainous landscape with forested slopes. The eagle’s presence, flight posture, and the general environment align well with the description. Some nuanced details—such as precise timing of wing flaps, exact shading, and atmospheric effects like mist—are not perfectly matched, but they do not significantly detract from the overall correspondence. The result reflects a solid translation of the textual prompt into visuals, with minor deviations in fine-grained dynamics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle’s anatomy and wing configuration appear plausible, and the relative scale between the bird and the landscape is believable. However, there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher level of realism. The scene remains coherent and physically plausible, but not flawless in terms of common-sense physics and environmental interaction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.",
+ "seed": 32195,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_6/index_1254_seed_32195_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 3.875,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 10.0625,
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+ "question": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\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 majestic aerial drone shot following an eagle as it glides through the air, with detailed imagery of the eagle's appearance, wing spread, lighting, and the surrounding landscape including mountains, forests, and atmospheric effects.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional compression artifacts and mild softness that prevent high-fidelity rendering. The eagle remains identifiable across frames, though some fine feather details are not consistently crisp. The background mountains and forest are present with reasonable depth, and lighting is generally coherent, but the overall sharpness and texture richness do not reach high-end levels. No major distortions or abrupt frame-to-frame changes are evident, and motion appears smooth enough to convey flight, though not exceptionally fluid.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an aerial drone-like perspective, a large eagle with extended wings, golden-hour lighting, and a mountainous landscape with coniferous forests. The eagle’s flight posture and the general scene align well with the description. Some nuanced aspects—such as precise eye color, exact wing-tip feather details, and the subtler dynamics of wing movement—are not perfectly matched, but these gaps are minor relative to the overall fidelity. The result reflects a high degree of fidelity to the textual prompt, with only small deviations in fine-grained details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle’s anatomy and flight posture appear plausible, and the interaction with the environment (lighting, terrain) is believable. However, there are minor inconsistencies in wing articulation timing and subtle body orientation adjustments that prevent a perfect match to real-world physics. Overall, the scene maintains credible realism without obvious violations of common-sense expectations.\n\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": 2.9375,
+ "TA": 3.875,
+ "MQ": 3.234375,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 majestic aerial drone shot following an eagle as it glides through the air, with detailed imagery of the eagle's appearance, wing spread, lighting, and the surrounding landscape including mountains, forests, and atmospheric effects.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional compression artifacts and mild softness that prevent high-fidelity rendering. The eagle remains identifiable across frames, though some fine feather details are not consistently crisp. The background mountains and forest are present with reasonable depth, and lighting is generally coherent, but the overall sharpness and texture richness do not reach high-end levels. No major distortions or abrupt frame-to-frame changes are evident, and motion appears smooth enough to convey flight, though not exceptionally fluid.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an aerial drone-like perspective, a large eagle with extended wings, golden-hour lighting, and a mountainous landscape with coniferous forests. The eagle’s flight posture and the general scene align well with the description. Some nuanced aspects—such as precise eye color, exact wing-tip feather details, and the subtler dynamics of wing movement—are not perfectly matched, but these gaps are minor relative to the overall fidelity. The result reflects a high degree of fidelity to the textual prompt, with only small deviations in fine-grained details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle’s anatomy and flight posture appear plausible, and the interaction with the environment (lighting, terrain) is believable. However, there are minor inconsistencies in wing articulation timing and subtle body orientation adjustments that prevent a perfect match to real-world physics. Overall, the scene maintains credible realism without obvious violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\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 majestic aerial drone shot following an eagle as it glides through the air, with detailed imagery of the eagle's appearance, wing spread, lighting, and the landscape below. The description emphasizes a smooth, effortless flight, warm golden morning sunlight, and a sweeping mountainous backdrop with forested slopes and misty valleys.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The eagle remains clearly visible with decent feather detail and natural coloration, and the mountain landscape provides depth. Lighting is generally consistent across frames, and there are no obvious distortions or artifacts that break immersion. However, some frames show slight softness or minor compression effects, which prevent a higher-fidelity impression. The sequence appears stable without major jitter, though a full-motion assessment would require watching the video rather than stills.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: an aerial drone-like perspective, a bald eagle with extended wings, golden morning lighting, and a mountainous landscape with forested slopes and mist. The eagle’s posture and the landscape composition align well with the described scene. Some nuanced aspects—such as precise wingbeat dynamics and the exact timing of subtle body adjustments—are difficult to verify from static frames alone, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The eagle’s anatomy and wing configuration appear plausible, and the interaction with the environment (lighting, shadows, scale) is coherent. There may be minor inconsistencies in motion dynamics or micro-behaviors that are not fully captured in the frames, yet nothing undermines the overall plausibility of the scene.\n\n\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": 3.453125,
+ "TA": 3.828125,
+ "MQ": 3.375,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 majestic aerial drone shot following an eagle as it glides through the air, with detailed imagery of the eagle's appearance, wing spread, lighting, and the landscape below. The description emphasizes a smooth, effortless flight, warm golden morning sunlight, and a sweeping mountainous backdrop with forested slopes and misty valleys.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The eagle remains clearly visible with decent feather detail and natural coloration, and the mountain landscape provides depth. Lighting is generally consistent across frames, and there are no obvious distortions or artifacts that break immersion. However, some frames show slight softness or minor compression effects, which prevent a higher-fidelity impression. The sequence appears stable without major jitter, though a full-motion assessment would require watching the video rather than stills.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: an aerial drone-like perspective, a bald eagle with extended wings, golden morning lighting, and a mountainous landscape with forested slopes and mist. The eagle’s posture and the landscape composition align well with the described scene. Some nuanced aspects—such as precise wingbeat dynamics and the exact timing of subtle body adjustments—are difficult to verify from static frames alone, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The eagle’s anatomy and wing configuration appear plausible, and the interaction with the environment (lighting, shadows, scale) is coherent. There may be minor inconsistencies in motion dynamics or micro-behaviors that are not fully captured in the frames, yet nothing undermines the overall plausibility of the scene.\n\n\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/0000097/group_7/index_tensor([8885, 8885])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_7/index_tensor([8885, 8885])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..817dcb413615f1dc673f7534e968f16429c7823d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_7/index_tensor([8885, 8885])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 16239,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_7/index_8885_seed_16239_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "avg": 8.765625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\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 Miyazaki-inspired scene featuring a large, serpentine-mammal mother with glossy scales, a small white cub, a protective interaction, and a forest setting with warm lighting and mist. The video captures several core elements (a large beast with glossy scales, a small cub, protective interaction, forest setting, warm lighting). However, the distinctive hand-drawn aesthetic and the specific camera movement described in the prompt are not realized; the footage reads more as CGI animation rather than the intended hand-drawn look, and the requested crane descent is not evident. Overall, the alignment with the prompt is moderate: key motifs are present but stylistic fidelity and the exact camera motion are missing.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, with clear rendering of the mother’s scales and the cub’s features, and consistent lighting across frames. There are no obvious artifacts or distortions, and textures on mossy branches read plausibly. Nevertheless, the overall polish is mid-range rather than high-end, and the sequence does not exhibit exceptional visual refinement. In sum, Visual Quality sits at a mid level.\n\nText-to-Video Alignment Analysis:\nCore narrative elements are present (mother and cub, protective interaction, forest environment, warm illumination). However, the video diverges from the prompt in two important aspects: the aesthetic style is CGI rather than the requested hand-drawn look, and the specified camera movement (crane descent) is not realized. These gaps reduce alignment to a moderate level, while the retained content supports partial fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent anatomy, plausible interactions between the mother and cub, and a believable forest setting with consistent lighting and shadows. While the overall realism is solid, there may be minor inconsistencies in scale relationships or environmental details that prevent a higher score. Overall, physical/common-sense consistency is mid-level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 3.015625,
+ "MQ": 3.0,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 Miyazaki-inspired scene featuring a large, serpentine-mammal mother with glossy scales, a small white cub, a protective interaction, and a forest setting with warm lighting and mist. The video captures several core elements (a large beast with glossy scales, a small cub, protective interaction, forest setting, warm lighting). However, the distinctive hand-drawn aesthetic and the specific camera movement described in the prompt are not realized; the footage reads more as CGI animation rather than the intended hand-drawn look, and the requested crane descent is not evident. Overall, the alignment with the prompt is moderate: key motifs are present but stylistic fidelity and the exact camera motion are missing.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, with clear rendering of the mother’s scales and the cub’s features, and consistent lighting across frames. There are no obvious artifacts or distortions, and textures on mossy branches read plausibly. Nevertheless, the overall polish is mid-range rather than high-end, and the sequence does not exhibit exceptional visual refinement. In sum, Visual Quality sits at a mid level.\n\nText-to-Video Alignment Analysis:\nCore narrative elements are present (mother and cub, protective interaction, forest environment, warm illumination). However, the video diverges from the prompt in two important aspects: the aesthetic style is CGI rather than the requested hand-drawn look, and the specified camera movement (crane descent) is not realized. These gaps reduce alignment to a moderate level, while the retained content supports partial fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent anatomy, plausible interactions between the mother and cub, and a believable forest setting with consistent lighting and shadows. While the overall realism is solid, there may be minor inconsistencies in scale relationships or environmental details that prevent a higher score. Overall, physical/common-sense consistency is mid-level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.",
+ "seed": 16240,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_7/index_8885_seed_16240_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": 3.15625,
+ "video_score2_ta": 2.75,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.9375,
+ "avg": 8.953125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\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 Miyazaki-inspired scene featuring a large, motherly beast with glossy scales, a small cub, a slow crane descent through a dense forest, and a tender maternal interaction culminating in a vigilant stance. The video captures several core elements (forest setting, a large scaled creature, a small cub, and a protective interaction), but the distinctive hand-drawn aesthetic and the nuanced motion described are not fully realized. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are acceptable with decent detail and lighting, and the forest environment reads convincingly. However, the rendering leans toward photorealism rather than the intended hand-drawn look, and some textures and shading feel slightly artificial. The sequence appears relatively static with limited dynamic movement, which reduces the perceived visual richness. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nCore elements such as the forest setting, the large scaled mother, and the small cub are present, and a protective interaction is depicted. Yet the specific Miyazaki-style hand-drawn aesthetic and the described slow, graceful crane descent are not convincingly realized. The alignment is adequate but not strong, reflecting a moderate level of fidelity to the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships, with the mother’s protective posture and the cub’s placement feeling coherent within the forest context. Lighting and environmental interactions support believability, though there are minor inconsistencies in scale cues and motion dynamics. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 3.15625,
+ "TA": 2.75,
+ "MQ": 3.046875,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 Miyazaki-inspired scene featuring a large, motherly beast with glossy scales, a small cub, a slow crane descent through a dense forest, and a tender maternal interaction culminating in a vigilant stance. The video captures several core elements (forest setting, a large scaled creature, a small cub, and a protective interaction), but the distinctive hand-drawn aesthetic and the nuanced motion described are not fully realized. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are acceptable with decent detail and lighting, and the forest environment reads convincingly. However, the rendering leans toward photorealism rather than the intended hand-drawn look, and some textures and shading feel slightly artificial. The sequence appears relatively static with limited dynamic movement, which reduces the perceived visual richness. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nCore elements such as the forest setting, the large scaled mother, and the small cub are present, and a protective interaction is depicted. Yet the specific Miyazaki-style hand-drawn aesthetic and the described slow, graceful crane descent are not convincingly realized. The alignment is adequate but not strong, reflecting a moderate level of fidelity to the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships, with the mother’s protective posture and the cub’s placement feeling coherent within the forest context. Lighting and environmental interactions support believability, though there are minor inconsistencies in scale cues and motion dynamics. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.",
+ "seed": 16241,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_7/index_8885_seed_16241_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": 3.03125,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.5625,
+ "avg": 8.53125,
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+ "question_id": "videoscore2_overall",
+ "question": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\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 Miyazaki-inspired scene featuring a large, serpentine-mammal mother with glossy scales, a small white cub, a dense ancient forest with a misty atmosphere, and a gentle crane descent revealing the mother and cub interaction. The video captures several elements of the prompt, but the overall execution does not fully realize the described mood or motion.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, yet there are occasional soft areas and mild blur that reduce perceived sharpness. The lighting and color palette convey a warm, golden atmosphere, and the forest setting reads clearly. However, some frames show minor artifacts and slight inconsistencies in texture rendering, which detract from a pristine look. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements from the prompt — a large serpentine-mammal mother with glossy scales, a small white cub, a forest setting with mossy branches, warm lighting, and a gentle mood. However, key aspects of the prompt are underrepresented: the distinctive Miyazaki hand-drawn aesthetic is not convincingly achieved, and the described camera movement (crane descent) is not clearly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships between the mother and cub, with coherent lighting and environmental context. There are no glaring physical contradictions, though some micro-details (e.g., exact scale patterns or subtle shading) could be refined. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 3.03125,
+ "TA": 2.453125,
+ "MQ": 3.046875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 Miyazaki-inspired scene featuring a large, serpentine-mammal mother with glossy scales, a small white cub, a dense ancient forest with a misty atmosphere, and a gentle crane descent revealing the mother and cub interaction. The video captures several elements of the prompt, but the overall execution does not fully realize the described mood or motion.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, yet there are occasional soft areas and mild blur that reduce perceived sharpness. The lighting and color palette convey a warm, golden atmosphere, and the forest setting reads clearly. However, some frames show minor artifacts and slight inconsistencies in texture rendering, which detract from a pristine look. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements from the prompt — a large serpentine-mammal mother with glossy scales, a small white cub, a forest setting with mossy branches, warm lighting, and a gentle mood. However, key aspects of the prompt are underrepresented: the distinctive Miyazaki hand-drawn aesthetic is not convincingly achieved, and the described camera movement (crane descent) is not clearly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships between the mother and cub, with coherent lighting and environmental context. There are no glaring physical contradictions, though some micro-details (e.g., exact scale patterns or subtle shading) could be refined. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 16242,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_7/index_8885_seed_16242_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.875,
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+ "video_score2_overall": 8.75,
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+ "question": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\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 Miyazaki-inspired scene featuring a large, motherly beast with glossy scales, a small offspring, a protective interaction, and a forest setting with warm lighting and mist. The video captures several elements of the prompt (forest ambiance, presence of a large beast, a small cub, and a protective posture), but the overall aesthetic does not replicate Miyazaki’s distinctive hand-drawn look; instead, the rendering leans toward a digital/CGI presentation. The alignment is partial rather than full, with key stylistic cues missing.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, yet there are occasional minor artifacts and slight inconsistencies in lighting or shading across frames. The sequence remains coherent, but the overall polish is moderate rather than high-end. Overall Visual Quality score: 3.\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements described in the prompt (forest setting, large beast, small cub, protective interaction). However, the distinctive Miyazaki hand-drawn aesthetic is not realized, and some nuanced interactions and environmental details are only partially conveyed. Overall Text-to-Video Alignment score: 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships, with the mother beast and cub interacting in a believable manner within a forest context. There are no glaring physical contradictions, though minor inconsistencies in scale or timing may appear across frames. Overall Physical Consistency score: 3.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 2.875,
+ "TA": 2.828125,
+ "MQ": 3.03125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 Miyazaki-inspired scene featuring a large, motherly beast with glossy scales, a small offspring, a protective interaction, and a forest setting with warm lighting and mist. The video captures several elements of the prompt (forest ambiance, presence of a large beast, a small cub, and a protective posture), but the overall aesthetic does not replicate Miyazaki’s distinctive hand-drawn look; instead, the rendering leans toward a digital/CGI presentation. The alignment is partial rather than full, with key stylistic cues missing.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, yet there are occasional minor artifacts and slight inconsistencies in lighting or shading across frames. The sequence remains coherent, but the overall polish is moderate rather than high-end. Overall Visual Quality score: 3.\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements described in the prompt (forest setting, large beast, small cub, protective interaction). However, the distinctive Miyazaki hand-drawn aesthetic is not realized, and some nuanced interactions and environmental details are only partially conveyed. Overall Text-to-Video Alignment score: 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships, with the mother beast and cub interacting in a believable manner within a forest context. There are no glaring physical contradictions, though minor inconsistencies in scale or timing may appear across frames. Overall Physical Consistency score: 3.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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/0000097/group_8/index_tensor([2714, 2714])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_8/index_tensor([2714, 2714])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..51a2d57462c6d50c6dcf6ce665330693cef10c0e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_8/index_tensor([2714, 2714])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.",
+ "seed": 11862,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_8/index_2714_seed_11862_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.6875,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 3.53125,
+ "video_score2_overall": 10.375,
+ "avg": 10.40625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
+ "frame_importance": [
+ 0.2131468504667282,
+ 0.31809771060943604,
+ 0.46875545382499695
+ ],
+ "credit_map": [
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+ "generated_text": "\n\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 medium shot of a majestic Pacific nettle suspended in deep blue ocean, with a massive golden bell, smooth gelatinous translucency, and a dense curtain of long reddish-brown tentacles forming an intricate web. Sunlight filters through the water, creating a dramatic twilight glow that highlights the creature and any drifting marine snow particles.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, but there are occasional minor softness and slight noise in some frames. The lighting and contrast are generally stable, though not consistently at the highest level across all shots. The sequence remains coherent and free of major artifacts, but it does not reach the highest fidelity throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a static, eye-level medium shot; a large, golden bell; translucent, gelatinous appearance; a dense curtain of reddish-brown tentacles forming a web-like pattern; and visible sunlight filtering through the water to create a twilight glow. The depiction of marine snow particles is present but not always clearly defined. The motionless state aligns with the prompt, and the overall composition conveys the intended mood. Minor deviations exist in the exact dynamics of the tentacle curtain and the precise timing of light interactions, preventing a perfect match.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible underwater physics and anatomy, with believable transparency and light scattering. However, some aspects—such as the density and behavior of the tentacle curtain and the internal glow under varying light conditions—are not fully exhaustively demonstrated, leaving room for small inconsistencies in a few frames.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.1875,
+ "MQ": 3.53125,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot of a majestic Pacific nettle suspended in deep blue ocean, with a massive golden bell, smooth gelatinous translucency, and a dense curtain of long reddish-brown tentacles forming an intricate web. Sunlight filters through the water, creating a dramatic twilight glow that highlights the creature and any drifting marine snow particles.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, but there are occasional minor softness and slight noise in some frames. The lighting and contrast are generally stable, though not consistently at the highest level across all shots. The sequence remains coherent and free of major artifacts, but it does not reach the highest fidelity throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a static, eye-level medium shot; a large, golden bell; translucent, gelatinous appearance; a dense curtain of reddish-brown tentacles forming a web-like pattern; and visible sunlight filtering through the water to create a twilight glow. The depiction of marine snow particles is present but not always clearly defined. The motionless state aligns with the prompt, and the overall composition conveys the intended mood. Minor deviations exist in the exact dynamics of the tentacle curtain and the precise timing of light interactions, preventing a perfect match.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible underwater physics and anatomy, with believable transparency and light scattering. However, some aspects—such as the density and behavior of the tentacle curtain and the internal glow under varying light conditions—are not fully exhaustively demonstrated, leaving room for small inconsistencies in a few frames.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.",
+ "seed": 11863,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_8/index_2714_seed_11863_dp_16_rank_32_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.71875,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 10.0,
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+ "question": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\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 medium shot of a majestic Pacific nettle suspended in deep blue ocean, with a golden bell and long reddish-brown tentacles, a flood of sunlight from above creating a twilight glow, and tiny particles of marine snow drifting over the creature. In practice, the video presents a close-up of a jellyfish with a golden bell and reddish-brown tentacles against a blue background. The lighting is consistent but does not reproduce the dramatic lighting or the described dynamic elements (sunlight flood, marine snow). Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear detail in the jellyfish’s bell and tentacles, with stable framing and minimal artifacts. However, the overall presentation lacks the cinematic polish and atmospheric depth implied by the prompt, resulting in a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—close-up of a jellyfish, golden bell, reddish-brown tentacles, and a blue aquatic setting. Yet key elements such as the dramatic lighting, the flood of sunlight, and the presence of marine snow are not realized. The alignment is therefore moderate, reflecting partial fulfillment of the prompt while missing important atmospheric and dynamic components.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to plausible underwater physics: the jellyfish appears to float with natural tentacle movement, and the coloration aligns with typical species characteristics. There are no obvious physical inconsistencies, though the scene does not fully convey the dramatic environmental cues described in the prompt.\n\nOverall assessment:\nAcross all three dimensions, the evaluation indicates a moderate level of fidelity to the prompt and to real-world expectations, with room for improvement in lighting dynamics and atmospheric details.\n\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": 3.71875,
+ "TA": 3.078125,
+ "MQ": 3.1875,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot of a majestic Pacific nettle suspended in deep blue ocean, with a golden bell and long reddish-brown tentacles, a flood of sunlight from above creating a twilight glow, and tiny particles of marine snow drifting over the creature. In practice, the video presents a close-up of a jellyfish with a golden bell and reddish-brown tentacles against a blue background. The lighting is consistent but does not reproduce the dramatic lighting or the described dynamic elements (sunlight flood, marine snow). Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear detail in the jellyfish’s bell and tentacles, with stable framing and minimal artifacts. However, the overall presentation lacks the cinematic polish and atmospheric depth implied by the prompt, resulting in a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—close-up of a jellyfish, golden bell, reddish-brown tentacles, and a blue aquatic setting. Yet key elements such as the dramatic lighting, the flood of sunlight, and the presence of marine snow are not realized. The alignment is therefore moderate, reflecting partial fulfillment of the prompt while missing important atmospheric and dynamic components.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to plausible underwater physics: the jellyfish appears to float with natural tentacle movement, and the coloration aligns with typical species characteristics. There are no obvious physical inconsistencies, though the scene does not fully convey the dramatic environmental cues described in the prompt.\n\nOverall assessment:\nAcross all three dimensions, the evaluation indicates a moderate level of fidelity to the prompt and to real-world expectations, with room for improvement in lighting dynamics and atmospheric details.\n\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\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 medium shot of a majestic Pacific nettle suspended in deep blue ocean, with a massive golden bell, smooth gelatinous translucency, motionless state, long reddish-brown tentacles hanging from beneath, sunlight penetrating from above creating a twilight glow, internal glow of the bell, and drifting marine snow particles. The video largely captures these elements, though some details are not perfectly realized throughout.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. The underwater lighting and color palette are convincing, yet some frames exhibit slight inconsistencies in sharpness and artifacting that slightly detract from pristine realism. The sequence remains coherent and stable, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a static, eye-level medium shot; a large, golden bell; smooth, translucent appearance; a suspended, motionless presentation; long reddish-brown tentacles hanging from beneath; and a deep-blue ocean backdrop with light penetration and a twilight glow. The internal glow of the bell and drifting particles are present, contributing to the intended mood. Minor deviations exist in exact scale relationships and the precise timing of particle drift, but they do not significantly undermine the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction adheres to plausible underwater physics and jellyfish morphology, with believable transparency and light interaction. However, there are small inconsistencies in dynamic behavior—such as the uniformity of tentacle extension and the timing of particle drift—that prevent a perfect match to real-world expectations. Overall, the scene remains credible and coherent.\n\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": {
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+ "TA": 3.21875,
+ "MQ": 3.421875,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot of a majestic Pacific nettle suspended in deep blue ocean, with a massive golden bell, smooth gelatinous translucency, motionless state, long reddish-brown tentacles hanging from beneath, sunlight penetrating from above creating a twilight glow, internal glow of the bell, and drifting marine snow particles. The video largely captures these elements, though some details are not perfectly realized throughout.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. The underwater lighting and color palette are convincing, yet some frames exhibit slight inconsistencies in sharpness and artifacting that slightly detract from pristine realism. The sequence remains coherent and stable, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a static, eye-level medium shot; a large, golden bell; smooth, translucent appearance; a suspended, motionless presentation; long reddish-brown tentacles hanging from beneath; and a deep-blue ocean backdrop with light penetration and a twilight glow. The internal glow of the bell and drifting particles are present, contributing to the intended mood. Minor deviations exist in exact scale relationships and the precise timing of particle drift, but they do not significantly undermine the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction adheres to plausible underwater physics and jellyfish morphology, with believable transparency and light interaction. However, there are small inconsistencies in dynamic behavior—such as the uniformity of tentacle extension and the timing of particle drift—that prevent a perfect match to real-world expectations. Overall, the scene remains credible and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.",
+ "seed": 11865,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_8/index_2714_seed_11865_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": 3.421875,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 3.421875,
+ "video_score2_overall": 9.875,
+ "avg": 9.875,
+ "reward_records": [
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+ "question": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.",
+ "token_credit_reward": 9.875,
+ "selected_reward": 9.875,
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+ "generated_text": "\n\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 medium shot of a majestic Pacific nettle suspended in deep blue ocean, with a massive golden bell, smooth gelatinous translucency, and a dense curtain of long reddish-brown tentacles hanging motionless. It mentions sunlight penetrating the water from above, creating a dramatic twilight glow that illuminates the scene and causes the jellyfish's bell to glow internally while capturing marine snow particles drifting over the creature.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional minor artifacts and slight softness that prevent a higher rating. The underwater lighting and color balance are generally convincing, though not flawless across all frames. The jellyfish structure is recognizable, with tentacles visible, but some frames exhibit mild blur or compression effects. The sequence remains coherent, with no severe distortions, and the overall presentation is acceptable rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large, golden bell; translucent, gelatinous appearance; a dense array of reddish-brown tentacles; a deep blue ocean backdrop; and a sense of suspended motion. The lighting conveys a twilight ambiance, and the scene aligns well with the described composition. Some nuanced details—such as the exact motionlessness of the tentacles and the precise internal illumination—are present but not perfectly emphasized throughout, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction adheres to plausible underwater physics and anatomy for a jellyfish, with coherent tentacle arrangement and translucency. However, certain aspects—like the uniform distribution of marine snow particles and the precise interaction between light and the jellyfish surface—are simplified or not fully demonstrated, resulting in a reasonable but not perfect match to real-world expectations.\n\n\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": 3.421875,
+ "TA": 3.03125,
+ "MQ": 3.421875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot of a majestic Pacific nettle suspended in deep blue ocean, with a massive golden bell, smooth gelatinous translucency, and a dense curtain of long reddish-brown tentacles hanging motionless. It mentions sunlight penetrating the water from above, creating a dramatic twilight glow that illuminates the scene and causes the jellyfish's bell to glow internally while capturing marine snow particles drifting over the creature.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional minor artifacts and slight softness that prevent a higher rating. The underwater lighting and color balance are generally convincing, though not flawless across all frames. The jellyfish structure is recognizable, with tentacles visible, but some frames exhibit mild blur or compression effects. The sequence remains coherent, with no severe distortions, and the overall presentation is acceptable rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large, golden bell; translucent, gelatinous appearance; a dense array of reddish-brown tentacles; a deep blue ocean backdrop; and a sense of suspended motion. The lighting conveys a twilight ambiance, and the scene aligns well with the described composition. Some nuanced details—such as the exact motionlessness of the tentacles and the precise internal illumination—are present but not perfectly emphasized throughout, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction adheres to plausible underwater physics and anatomy for a jellyfish, with coherent tentacle arrangement and translucency. However, certain aspects—like the uniform distribution of marine snow particles and the precise interaction between light and the jellyfish surface—are simplified or not fully demonstrated, resulting in a reasonable but not perfect match to real-world expectations.\n\n\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/0000097/group_9/index_tensor([4375, 4375])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_9/index_tensor([4375, 4375])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..df6f63ade0074658b811f585ba443de1ba0f079a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_9/index_tensor([4375, 4375])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 23344,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_9/index_4375_seed_23344_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": 3.109375,
+ "video_score2_ta": 2.84375,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.125,
+ "avg": 9.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\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 slowly receding, overhead tracking shot of a massive, human-shaped sculpture made of rough, brutalist concrete, coming to life. It should show:\n- Massive, angular geometric blocks\n- Surface riddled with weathered cracks and water stains\n- Plodding across empty, wet asphalt street\n- Slow, unstoppable rhythm\n- Earth-shaking heaviness with concrete chips and dust cascading from joints\n- Dystopian city backdrop with towering, stark skyscrapers\n- Misty atmosphere\n- Cold blue LED lights from embedded buildings\n- Sharp, deep shadows across the sculpture's surface\n- Massive form casting twisting, elongated shadow\n- Dominated by austere blues and deep blacks\n- Awe-inspiring, oppressive, apocalyptic atmosphere\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable limitations that prevent a higher rating. The sequence shows a consistent blue/cyan palette and moody lighting, yet some frames exhibit mild softness or compression artifacts, and the motion cues are not strongly conveyed due to limited frame variation. The scene remains coherent and atmospheric, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a massive concrete sculpture, angular blocks, weathered surface, empty wet street, blue LED-lit dystopian cityscape, and a misty, oppressive mood. However, certain dynamic aspects described in the prompt—such as the exact tracking motion, the audible or visible dust cascading from joints, and the precise shadow behavior—are not fully demonstrated in the available frames. Despite these gaps, the main components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible material properties and environmental interactions, with coherent lighting and spatial relationships. Some aspects—like the exact dynamics of debris and the timing of the sculpture’s movement—could be more convincingly realized, but the overall behavior remains believable within the depicted world.\n\n\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": 3.109375,
+ "TA": 2.84375,
+ "MQ": 3.21875,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slowly receding, overhead tracking shot of a massive, human-shaped sculpture made of rough, brutalist concrete, coming to life. It should show:\n- Massive, angular geometric blocks\n- Surface riddled with weathered cracks and water stains\n- Plodding across empty, wet asphalt street\n- Slow, unstoppable rhythm\n- Earth-shaking heaviness with concrete chips and dust cascading from joints\n- Dystopian city backdrop with towering, stark skyscrapers\n- Misty atmosphere\n- Cold blue LED lights from embedded buildings\n- Sharp, deep shadows across the sculpture's surface\n- Massive form casting twisting, elongated shadow\n- Dominated by austere blues and deep blacks\n- Awe-inspiring, oppressive, apocalyptic atmosphere\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable limitations that prevent a higher rating. The sequence shows a consistent blue/cyan palette and moody lighting, yet some frames exhibit mild softness or compression artifacts, and the motion cues are not strongly conveyed due to limited frame variation. The scene remains coherent and atmospheric, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a massive concrete sculpture, angular blocks, weathered surface, empty wet street, blue LED-lit dystopian cityscape, and a misty, oppressive mood. However, certain dynamic aspects described in the prompt—such as the exact tracking motion, the audible or visible dust cascading from joints, and the precise shadow behavior—are not fully demonstrated in the available frames. Despite these gaps, the main components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible material properties and environmental interactions, with coherent lighting and spatial relationships. Some aspects—like the exact dynamics of debris and the timing of the sculpture’s movement—could be more convincingly realized, but the overall behavior remains believable within the depicted world.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.",
+ "seed": 23345,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_9/index_4375_seed_23345_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": 2.859375,
+ "video_score2_ta": 2.921875,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 8.5625,
+ "avg": 8.578125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\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 slowly receding, overhead tracking shot featuring a massive, human-shaped sculpture made of rough, brutalist concrete that comes to life. It should show massive angular geometric blocks, weathered cracks and water stains, moving across an empty, wet asphalt street with a slow, unstoppable rhythm. The scene should include earth-shattering steps, concrete chips and dust cascading from joints, set against a dystopian city with towering, stark skyscrapers and misty atmosphere. Cold blue LED lights should cast sharp shadows across the sculpture's rugged surface, and the massive form should cast a vast, twisting shadow across the ground and adjacent building facades. The overall mood should be dominated by austere blues and deep blacks, creating an awe-inspiring, oppressive, apocalyptic atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable artifacts around the moving concrete mass and some frame-to-frame inconsistencies in the block shapes. The sequence shows mild instability in geometry and motion, yet the scene remains legible and coherent. The atmospheric haze and color grading support the intended mood, though they do not compensate for the mid-level rendering imperfections.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a massive concrete mass, angular blocks, weathered texture, an empty street setting, and a dystopian urban backdrop with blue lighting and shadows. The overhead tracking feel is suggested, and the scene conveys the intended atmosphere. Some dynamic details such as continuous dust emission or exact synchronization of steps are not fully realized, but the major components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The moving mass exhibits plausible weight and interaction with the ground, and lighting/shadow behavior is generally coherent. However, there are occasional minor inconsistencies in motion dynamics and environmental interaction that prevent a higher level of realism, though nothing is grossly implausible.\n\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": {
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+ "TA": 2.921875,
+ "MQ": 2.796875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slowly receding, overhead tracking shot featuring a massive, human-shaped sculpture made of rough, brutalist concrete that comes to life. It should show massive angular geometric blocks, weathered cracks and water stains, moving across an empty, wet asphalt street with a slow, unstoppable rhythm. The scene should include earth-shattering steps, concrete chips and dust cascading from joints, set against a dystopian city with towering, stark skyscrapers and misty atmosphere. Cold blue LED lights should cast sharp shadows across the sculpture's rugged surface, and the massive form should cast a vast, twisting shadow across the ground and adjacent building facades. The overall mood should be dominated by austere blues and deep blacks, creating an awe-inspiring, oppressive, apocalyptic atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable artifacts around the moving concrete mass and some frame-to-frame inconsistencies in the block shapes. The sequence shows mild instability in geometry and motion, yet the scene remains legible and coherent. The atmospheric haze and color grading support the intended mood, though they do not compensate for the mid-level rendering imperfections.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a massive concrete mass, angular blocks, weathered texture, an empty street setting, and a dystopian urban backdrop with blue lighting and shadows. The overhead tracking feel is suggested, and the scene conveys the intended atmosphere. Some dynamic details such as continuous dust emission or exact synchronization of steps are not fully realized, but the major components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The moving mass exhibits plausible weight and interaction with the ground, and lighting/shadow behavior is generally coherent. However, there are occasional minor inconsistencies in motion dynamics and environmental interaction that prevent a higher level of realism, though nothing is grossly implausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.",
+ "seed": 23346,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_9/index_4375_seed_23346_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 9,
+ "rank_in_group": 1,
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+ "video_score2_vq": 3.0,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.75,
+ "avg": 8.78125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\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 slowly receding, overhead tracking shot featuring a massive, human-shaped sculpture made of rough, brutalist concrete that comes to life. It should show massive angular geometric blocks, weathered cracks and water stains, moving across an empty, wet asphalt street with a slow, unstoppable rhythm. The scene should include earth-shattering steps, concrete chips and dust cascading from joints, a dystopian city backdrop with towering, stark skyscrapers, cold blue LED lights, and shadows across the rugged surface. The overall mood should be oppressive and apocalyptic.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional compression artifacts and mild noise. The imagery remains legible, with the sculpture clearly identifiable against the urban backdrop, though some frames exhibit slight softness or color desaturation. Lighting and contrast are generally stable, and the sequence maintains coherence across frames. In sum, the visuals are acceptable but do not reach high-fidelity standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes several key elements such as a large concrete structure, an urban setting, and a moody atmosphere. However, certain aspects are underrepresented or ambiguous: the exact human-like form is not clearly established, the notion of a “slowly receding, overhead tracking shot” is not convincingly realized, and the dynamic, earth-shattering movement described in the prompt is not strongly conveyed. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting, with coherent scale between the sculpture and surrounding architecture. There are no glaring physical inconsistencies, and the environmental context supports a believable dystopian setting. Some minor timing or motion cues may feel slightly off, but they do not undermine overall plausibility. Overall, physical/common-sense consistency is moderate.\n\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": 3.0,
+ "TA": 2.78125,
+ "MQ": 3.0,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slowly receding, overhead tracking shot featuring a massive, human-shaped sculpture made of rough, brutalist concrete that comes to life. It should show massive angular geometric blocks, weathered cracks and water stains, moving across an empty, wet asphalt street with a slow, unstoppable rhythm. The scene should include earth-shattering steps, concrete chips and dust cascading from joints, a dystopian city backdrop with towering, stark skyscrapers, cold blue LED lights, and shadows across the rugged surface. The overall mood should be oppressive and apocalyptic.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional compression artifacts and mild noise. The imagery remains legible, with the sculpture clearly identifiable against the urban backdrop, though some frames exhibit slight softness or color desaturation. Lighting and contrast are generally stable, and the sequence maintains coherence across frames. In sum, the visuals are acceptable but do not reach high-fidelity standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes several key elements such as a large concrete structure, an urban setting, and a moody atmosphere. However, certain aspects are underrepresented or ambiguous: the exact human-like form is not clearly established, the notion of a “slowly receding, overhead tracking shot” is not convincingly realized, and the dynamic, earth-shattering movement described in the prompt is not strongly conveyed. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting, with coherent scale between the sculpture and surrounding architecture. There are no glaring physical inconsistencies, and the environmental context supports a believable dystopian setting. Some minor timing or motion cues may feel slightly off, but they do not undermine overall plausibility. Overall, physical/common-sense consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.",
+ "seed": 23347,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000097/group_9/index_4375_seed_23347_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": 2.6875,
+ "video_score2_ta": 2.828125,
+ "video_score2_mq": 2.71875,
+ "video_score2_overall": 8.25,
+ "avg": 8.234375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\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 slowly receding, overhead tracking shot featuring a massive, human-shaped sculpture made of rough, brutalist concrete that comes to life. It should show massive angular geometric blocks, weathered cracks and water stains, moving across an empty, wet asphalt street with a slow, unstoppable rhythm. The scene should include earth-shattering steps, concrete chips and dust cascading from joints, a dystopian city backdrop with towering, stark skyscrapers, cold blue LED lights, sharp deep shadows, and a massive form casting a vast, twisting shadow across the ground and building facades. The overall mood should be austere blues and deep blacks, creating an awe-inspiring, oppressive, apocalyptic atmosphere.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals are coherent but mid-range in fidelity. The resolution is adequate and the scene remains legible, yet there are noticeable artifacts and some blocky textures that reduce realism. Lighting and color grading are consistent enough to sustain the blue/black aesthetic, but the rendering does not achieve high-end polish. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a massive concrete form, angular blocks, weathered surface, and a dystopian urban backdrop with blue lighting and shadows. However, key dynamic aspects such as the slow, deliberate movement, the exact overhead tracking cadence, and the dramatic environmental effects are not fully realized. Alignment is acceptable but not strong (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and basic physical behavior, but the motion and interaction cues feel somewhat stiff or mechanical. There are no glaring physics violations, yet the dynamics lack fluidity and organic nuance. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 2.6875,
+ "TA": 2.828125,
+ "MQ": 2.71875,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slowly receding, overhead tracking shot featuring a massive, human-shaped sculpture made of rough, brutalist concrete that comes to life. It should show massive angular geometric blocks, weathered cracks and water stains, moving across an empty, wet asphalt street with a slow, unstoppable rhythm. The scene should include earth-shattering steps, concrete chips and dust cascading from joints, a dystopian city backdrop with towering, stark skyscrapers, cold blue LED lights, sharp deep shadows, and a massive form casting a vast, twisting shadow across the ground and building facades. The overall mood should be austere blues and deep blacks, creating an awe-inspiring, oppressive, apocalyptic atmosphere.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals are coherent but mid-range in fidelity. The resolution is adequate and the scene remains legible, yet there are noticeable artifacts and some blocky textures that reduce realism. Lighting and color grading are consistent enough to sustain the blue/black aesthetic, but the rendering does not achieve high-end polish. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a massive concrete form, angular blocks, weathered surface, and a dystopian urban backdrop with blue lighting and shadows. However, key dynamic aspects such as the slow, deliberate movement, the exact overhead tracking cadence, and the dramatic environmental effects are not fully realized. Alignment is acceptable but not strong (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and basic physical behavior, but the motion and interaction cues feel somewhat stiff or mechanical. There are no glaring physics violations, yet the dynamics lack fluidity and organic nuance. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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/0000103/group_0/index_tensor([6280, 6280])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_0/index_tensor([6280, 6280])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ac8aad9171fb678a55c5f2c319e9d6a9f24d9a6
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_0/index_tensor([6280, 6280])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.",
+ "seed": 31269,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_0/index_6280_seed_31269_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.9140625,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 7.625,
+ "avg": 7.6015625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.",
+ "token_credit_reward": 7.625,
+ "selected_reward": 7.625,
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+ "generated_text": "\n\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, extreme close-up shot in super-slow motion focusing on a thick granite slab with a smooth, reflective surface, a dramatic lighting setup with a cold-white backlight, a sudden violent shattering, and an explosive release with fragments and a dust cloud. The sequence aims for a visually striking depiction of destructive force.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some blur during the explosion sequence. Frame 1 presents a reasonably clear view of the granite surface with visible crystal-like patterns, while Frames 2–5 depict the explosion with substantial motion blur and particle effects that obscure fine details. The lighting remains dramatic, yet the combination of blur and particle effects reduces perceived clarity in the action shots. The transition from the initial frame to the explosion is abrupt, contributing to a sense of visual disruption rather than smooth continuity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a static close-up of a granite surface with a smooth, reflective quality, a dramatic lighting setup with a cold-white backlight, and a sudden, explosive disruption that generates fragments and a dust cloud. The sequence conveys the intended destructive transformation and atmosphere. Some minor deviations exist in the exact timing and emphasis of certain prompt details, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The initial crack and subsequent fragmentation follow plausible explosive behavior, and the dust cloud and particle dynamics align with expected particle dispersion. However, there are occasional inconsistencies in scale, timing, and the interaction between light, debris, and the background that prevent a higher level of realism. Overall, the scene maintains believable physical logic without achieving perfect fidelity.\n\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": 1.9140625,
+ "TA": 2.453125,
+ "MQ": 3.234375,
+ "Overall": 7.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, extreme close-up shot in super-slow motion focusing on a thick granite slab with a smooth, reflective surface, a dramatic lighting setup with a cold-white backlight, a sudden violent shattering, and an explosive release with fragments and a dust cloud. The sequence aims for a visually striking depiction of destructive force.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some blur during the explosion sequence. Frame 1 presents a reasonably clear view of the granite surface with visible crystal-like patterns, while Frames 2–5 depict the explosion with substantial motion blur and particle effects that obscure fine details. The lighting remains dramatic, yet the combination of blur and particle effects reduces perceived clarity in the action shots. The transition from the initial frame to the explosion is abrupt, contributing to a sense of visual disruption rather than smooth continuity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a static close-up of a granite surface with a smooth, reflective quality, a dramatic lighting setup with a cold-white backlight, and a sudden, explosive disruption that generates fragments and a dust cloud. The sequence conveys the intended destructive transformation and atmosphere. Some minor deviations exist in the exact timing and emphasis of certain prompt details, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The initial crack and subsequent fragmentation follow plausible explosive behavior, and the dust cloud and particle dynamics align with expected particle dispersion. However, there are occasional inconsistencies in scale, timing, and the interaction between light, debris, and the background that prevent a higher level of realism. Overall, the scene maintains believable physical logic without achieving perfect fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.",
+ "seed": 31270,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_0/index_6280_seed_31270_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": 1.984375,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 8.25,
+ "avg": 8.28125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
+ "frame_importance": [
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+ "credit_map": [
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+ "generated_text": "\n\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 static, extreme close-up shot in super-slow motion focusing on a thick slab of polished dark gray granite with a smooth surface reflecting a subtle sheen, containing an intricate pattern of silver and white crystal flecks. The scene is set in near darkness with a single intense cold-white backlight casting the granite into dramatic silhouette. The surface then violently shatters from an unseen impact, with fiery cracks erupting upward and outward, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust blooms, its particles catching the light and creating a voluminous, ethereal texture against a deep black background, conveying an intense and awe-inspiring atmosphere of pure destructive force.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. Frame 1 presents the granite with some detail, yet the rest of the sequence exhibits motion blur and compression artifacts during the explosion, reducing sharpness. Frame 2–5 depict the explosion and fragments with substantial blur and occasional color shifts, making fine details harder to discern. While lighting remains dramatic and the contrast between bright highlights and dark background is preserved, the overall image fidelity does not consistently hold across frames, leading to a middling overall impression.\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 static extreme close-up of a polished granite surface with a reflective sheen, a near-dark setting with a bright backlight, and a dramatic silhouette. The sequence progresses toward a violent fragmentation and explosive dispersion of fragments, with the general progression and composition aligning well with the textual description. Some minor deviations exist in the exact timing and emphasis of certain effects, but they do not substantially detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fragmentation and explosive dispersion follow plausible high-energy material failure patterns, and the interaction of light with moving fragments is believable. However, there are occasional inconsistencies in scale, timing, and the dynamics of dust and debris that prevent a higher level of realism. Overall, the depiction remains coherent with the intended scenario, though not perfectly physically precise.\n\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": 1.984375,
+ "TA": 3.015625,
+ "MQ": 3.28125,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 static, extreme close-up shot in super-slow motion focusing on a thick slab of polished dark gray granite with a smooth surface reflecting a subtle sheen, containing an intricate pattern of silver and white crystal flecks. The scene is set in near darkness with a single intense cold-white backlight casting the granite into dramatic silhouette. The surface then violently shatters from an unseen impact, with fiery cracks erupting upward and outward, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust blooms, its particles catching the light and creating a voluminous, ethereal texture against a deep black background, conveying an intense and awe-inspiring atmosphere of pure destructive force.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. Frame 1 presents the granite with some detail, yet the rest of the sequence exhibits motion blur and compression artifacts during the explosion, reducing sharpness. Frame 2–5 depict the explosion and fragments with substantial blur and occasional color shifts, making fine details harder to discern. While lighting remains dramatic and the contrast between bright highlights and dark background is preserved, the overall image fidelity does not consistently hold across frames, leading to a middling overall impression.\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 static extreme close-up of a polished granite surface with a reflective sheen, a near-dark setting with a bright backlight, and a dramatic silhouette. The sequence progresses toward a violent fragmentation and explosive dispersion of fragments, with the general progression and composition aligning well with the textual description. Some minor deviations exist in the exact timing and emphasis of certain effects, but they do not substantially detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fragmentation and explosive dispersion follow plausible high-energy material failure patterns, and the interaction of light with moving fragments is believable. However, there are occasional inconsistencies in scale, timing, and the dynamics of dust and debris that prevent a higher level of realism. Overall, the depiction remains coherent with the intended scenario, though not perfectly physically precise.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.",
+ "seed": 31271,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_0/index_6280_seed_31271_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_vq": 1.890625,
+ "video_score2_ta": 1.859375,
+ "video_score2_mq": 2.671875,
+ "video_score2_overall": 6.4375,
+ "avg": 6.421875,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.",
+ "token_credit_reward": 6.4375,
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+ "generated_text": "\n\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\nFirst, let me understand what the text prompt is asking for:\n- A static, extreme close-up shot in super-slow motion focusing on a thick slab of polished dark gray granite\n- Smooth surface reflecting a subtle sheen with intricate pattern of silver and white crystal flecks\n- Scene plunges into near-darkness with a single, intense, cold-white backlight source positioned directly behind the surface\n- The granite shatters violently from an unseen point of impact\n- Network of fiery cracks erupts upward and outward through the granite, forming an explosion cloud\n- Fragments of varying sizes and jagged pieces are propelled through the air\n- Dense, tumbling cloud of fine-grained dust simultaneously blooms\n- Swirling, chaotic particles catching the light against deep black background\n- Evokes intense and awe-inspiring atmosphere of pure, destructive force\n\nNow let me analyze the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some blur during the explosion sequence. Smoke and debris are present, yet fine details remain soft and not consistently crisp. Lighting is dramatic and the contrast between bright flames/smoke and darker regions is effective, contributing to the cinematic feel. There are occasional distortions or warping effects around moving elements, which slightly reduce realism. Overall, the visuals convey the intended explosive moment, but with mid-level fidelity rather than high-end clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video captures an explosive moment with smoke, debris, and bright flames, it does not faithfully reproduce several key aspects of the original description. The sequence lacks the initial close-up focus on a granite surface with a polished sheen and a clearly defined crystal pattern, and the dramatic lighting setup described in the prompt is not convincingly realized. The result is a partial match that communicates the general idea but misses important specifics and the precise aesthetic intent.\n\nPhysical/Common-sense Consistency:\nThe dynamics appear plausible at a basic level (score 3). Smoke rises and debris moves in a manner consistent with explosive fragmentation, and the fire/flame behavior reads as believable within the scene. However, there are minor inconsistencies in scale, timing, and interaction between light, debris, and background that prevent a higher level of realism. Overall, the scene maintains reasonable physical coherence without fully achieving photorealistic fidelity.\n\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": 1.890625,
+ "TA": 1.859375,
+ "MQ": 2.671875,
+ "Overall": 6.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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\nFirst, let me understand what the text prompt is asking for:\n- A static, extreme close-up shot in super-slow motion focusing on a thick slab of polished dark gray granite\n- Smooth surface reflecting a subtle sheen with intricate pattern of silver and white crystal flecks\n- Scene plunges into near-darkness with a single, intense, cold-white backlight source positioned directly behind the surface\n- The granite shatters violently from an unseen point of impact\n- Network of fiery cracks erupts upward and outward through the granite, forming an explosion cloud\n- Fragments of varying sizes and jagged pieces are propelled through the air\n- Dense, tumbling cloud of fine-grained dust simultaneously blooms\n- Swirling, chaotic particles catching the light against deep black background\n- Evokes intense and awe-inspiring atmosphere of pure, destructive force\n\nNow let me analyze the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some blur during the explosion sequence. Smoke and debris are present, yet fine details remain soft and not consistently crisp. Lighting is dramatic and the contrast between bright flames/smoke and darker regions is effective, contributing to the cinematic feel. There are occasional distortions or warping effects around moving elements, which slightly reduce realism. Overall, the visuals convey the intended explosive moment, but with mid-level fidelity rather than high-end clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video captures an explosive moment with smoke, debris, and bright flames, it does not faithfully reproduce several key aspects of the original description. The sequence lacks the initial close-up focus on a granite surface with a polished sheen and a clearly defined crystal pattern, and the dramatic lighting setup described in the prompt is not convincingly realized. The result is a partial match that communicates the general idea but misses important specifics and the precise aesthetic intent.\n\nPhysical/Common-sense Consistency:\nThe dynamics appear plausible at a basic level (score 3). Smoke rises and debris moves in a manner consistent with explosive fragmentation, and the fire/flame behavior reads as believable within the scene. However, there are minor inconsistencies in scale, timing, and interaction between light, debris, and background that prevent a higher level of realism. Overall, the scene maintains reasonable physical coherence without fully achieving photorealistic fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.",
+ "seed": 31272,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_0/index_6280_seed_31272_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": 1.78125,
+ "video_score2_ta": 1.9765625,
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+ "generated_text": "\n\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 static, extreme close-up shot in super-slow motion focusing on a thick granite slab with a smooth, reflective surface, a dramatic lighting setup with a cold-white backlight, and a sequence where the surface violently shatters, generating a network of fiery cracks that erupt upward and outward, forming an explosion cloud. Fragments of varying sizes are propelled through the air, and a dense, tumbling cloud of fine-grained dust blooms, creating a voluminous, ethereal texture against a deep black background. The overall intent is to evoke an intense, awe-inspiring atmosphere of pure, destructive force.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some blur and softness, but the essential shapes remain identifiable. Frame 1 presents a bright, cloudy region with visible fragments; Frame 2 shows a darker, more crystalline texture with ongoing illumination; Frame 3 continues with a mix of light and shadow. Overall, the sequence conveys the intended dramatic lighting and explosive mood, though fine details are not consistently crisp due to motion blur and compression. The visual quality is acceptable but not high-fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, dramatic lighting, and an explosive sequence with moving fragments and a cloud-like dispersion. However, certain aspects are only partially realized: the exact material appearance (a polished dark gray granite with silver and white crystal flecks) is not clearly established, and the precise dynamics of the crack network and fragment trajectories are not always convincingly depicted. The alignment is adequate but not exact, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence follows plausible explosive behavior: cracks propagate, fragments move outward, and a dispersing cloud forms under directional lighting. Some timing and scale cues feel slightly off, and the interaction between light, material properties, and motion could be more tightly consistent with real-world expectations. Overall, the physical consistency is reasonable but not fully convincing.\n\nOverall assessment:\nThe video demonstrates a balanced performance across all three dimensions, with moderate visual quality, moderate alignment to the prompt, and moderate physical consistency.\n\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": 1.78125,
+ "TA": 1.9765625,
+ "MQ": 2.90625,
+ "Overall": 6.65625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 static, extreme close-up shot in super-slow motion focusing on a thick granite slab with a smooth, reflective surface, a dramatic lighting setup with a cold-white backlight, and a sequence where the surface violently shatters, generating a network of fiery cracks that erupt upward and outward, forming an explosion cloud. Fragments of varying sizes are propelled through the air, and a dense, tumbling cloud of fine-grained dust blooms, creating a voluminous, ethereal texture against a deep black background. The overall intent is to evoke an intense, awe-inspiring atmosphere of pure, destructive force.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some blur and softness, but the essential shapes remain identifiable. Frame 1 presents a bright, cloudy region with visible fragments; Frame 2 shows a darker, more crystalline texture with ongoing illumination; Frame 3 continues with a mix of light and shadow. Overall, the sequence conveys the intended dramatic lighting and explosive mood, though fine details are not consistently crisp due to motion blur and compression. The visual quality is acceptable but not high-fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, dramatic lighting, and an explosive sequence with moving fragments and a cloud-like dispersion. However, certain aspects are only partially realized: the exact material appearance (a polished dark gray granite with silver and white crystal flecks) is not clearly established, and the precise dynamics of the crack network and fragment trajectories are not always convincingly depicted. The alignment is adequate but not exact, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence follows plausible explosive behavior: cracks propagate, fragments move outward, and a dispersing cloud forms under directional lighting. Some timing and scale cues feel slightly off, and the interaction between light, material properties, and motion could be more tightly consistent with real-world expectations. Overall, the physical consistency is reasonable but not fully convincing.\n\nOverall assessment:\nThe video demonstrates a balanced performance across all three dimensions, with moderate visual quality, moderate alignment to the prompt, and moderate physical consistency.\n\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/0000103/group_1/index_tensor([4506, 4506])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_1/index_tensor([4506, 4506])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..90f82c7e401385959f9a924df78f27ccf4385725
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_1/index_tensor([4506, 4506])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.",
+ "seed": 19522,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_1/index_4506_seed_19522_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": 3.546875,
+ "video_score2_ta": 4.03125,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 11.625,
+ "avg": 11.640625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.",
+ "token_credit_reward": 11.625,
+ "selected_reward": 11.625,
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+ "generated_text": "\n\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 low-angle, static wide-angle shot capturing two monolithic cooling towers with weathered gray concrete surfaces rising from the ground and dominating the skyline. White vapor billows from their circular openings under overcast dawn lighting, with thick steam spilling over edges and merging into dense ground fog that shrouds the sprawling industrial complex. The scene is rendered in a stark, desaturated palette of concrete gray, bright white steam, and dark charcoal metal, conveying a somber, industrial mood.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent. The resolution is adequate, and the imagery remains clear enough to distinguish the towers, steam, and surrounding structures. There are no major distortions or artifacts, and the sequence maintains stable framing across shots. Some fine details may be slightly softened due to atmospheric haze, but the scene remains readable and convincing. In sum, visual quality is good and consistent with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt. The low-angle perspective, static framing, and prominent display of the towers are clearly represented. The weathered concrete surfaces, the dominant skyline, and the substantial vapor presence match the description closely. The lighting conveys an overcast, muted atmosphere, and the overall composition emphasizes industrial scale. A few minor deviations exist (e.g., slight variations in exact geometry or timing of steam dynamics), but they do not significantly detract from the alignment. Overall, alignment is strong and corresponds to a score around 4.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: steam rises and diffuses through the air, structures appear proportionate, and lighting remains consistent with an overcast setting. There are no obvious violations of physics or common-sense expectations. Minor refinements could improve realism further, but the current depiction is coherent and believable, supporting a score around 4.\n\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": 3.546875,
+ "TA": 4.03125,
+ "MQ": 4.0625,
+ "Overall": 11.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 low-angle, static wide-angle shot capturing two monolithic cooling towers with weathered gray concrete surfaces rising from the ground and dominating the skyline. White vapor billows from their circular openings under overcast dawn lighting, with thick steam spilling over edges and merging into dense ground fog that shrouds the sprawling industrial complex. The scene is rendered in a stark, desaturated palette of concrete gray, bright white steam, and dark charcoal metal, conveying a somber, industrial mood.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent. The resolution is adequate, and the imagery remains clear enough to distinguish the towers, steam, and surrounding structures. There are no major distortions or artifacts, and the sequence maintains stable framing across shots. Some fine details may be slightly softened due to atmospheric haze, but the scene remains readable and convincing. In sum, visual quality is good and consistent with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt. The low-angle perspective, static framing, and prominent display of the towers are clearly represented. The weathered concrete surfaces, the dominant skyline, and the substantial vapor presence match the description closely. The lighting conveys an overcast, muted atmosphere, and the overall composition emphasizes industrial scale. A few minor deviations exist (e.g., slight variations in exact geometry or timing of steam dynamics), but they do not significantly detract from the alignment. Overall, alignment is strong and corresponds to a score around 4.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: steam rises and diffuses through the air, structures appear proportionate, and lighting remains consistent with an overcast setting. There are no obvious violations of physics or common-sense expectations. Minor refinements could improve realism further, but the current depiction is coherent and believable, supporting a score around 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.",
+ "seed": 19523,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_1/index_4506_seed_19523_dp_2_rank_4_sample_1_slot_1.mp4",
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+ "rank_in_group": 0,
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+ "video_score2_vq": 3.375,
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+ "video_score2_mq": 3.578125,
+ "video_score2_overall": 10.8125,
+ "avg": 10.8125,
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+ "question": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.",
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+ "generated_text": "\n\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 low-angle, static wide-angle shot capturing two monolithic cooling towers with weathered gray concrete surfaces rising from the ground and dominating the skyline. White vapor billows from their circular openings under overcast dawn lighting, with thick steam spilling over edges and merging into dense ground fog that shrouds the sprawling industrial complex. The scene is rendered in a stark, desaturated palette of concrete gray, bright white steam, and dark charcoal metal, conveying a somber, industrial mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the towers and steam, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity look. The sequence remains stable with no major distortions, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: two prominent towers, visible weathering, and a wide-angle perspective that conveys scale. Steam dynamics and the atmospheric conditions align with the description, and the color palette matches the intended industrial gray tones. A few nuanced aspects—such as precise mist layering or exact timing of steam behavior—could be refined, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is solid (score 4). The towers’ proportions, steam emission patterns, and environmental interactions appear plausible and consistent with real-world expectations. Lighting and atmospheric effects support a coherent industrial scene without obvious inconsistencies.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 3.859375,
+ "MQ": 3.578125,
+ "Overall": 10.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 low-angle, static wide-angle shot capturing two monolithic cooling towers with weathered gray concrete surfaces rising from the ground and dominating the skyline. White vapor billows from their circular openings under overcast dawn lighting, with thick steam spilling over edges and merging into dense ground fog that shrouds the sprawling industrial complex. The scene is rendered in a stark, desaturated palette of concrete gray, bright white steam, and dark charcoal metal, conveying a somber, industrial mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the towers and steam, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity look. The sequence remains stable with no major distortions, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: two prominent towers, visible weathering, and a wide-angle perspective that conveys scale. Steam dynamics and the atmospheric conditions align with the description, and the color palette matches the intended industrial gray tones. A few nuanced aspects—such as precise mist layering or exact timing of steam behavior—could be refined, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is solid (score 4). The towers’ proportions, steam emission patterns, and environmental interactions appear plausible and consistent with real-world expectations. Lighting and atmospheric effects support a coherent industrial scene without obvious inconsistencies.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 19524,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_1/index_4506_seed_19524_dp_3_rank_6_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.59375,
+ "video_score2_overall": 10.625,
+ "avg": 10.609375,
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+ "question": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.",
+ "token_credit_reward": 10.625,
+ "selected_reward": 10.625,
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+ "generated_text": "\n\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 low-angle, static wide-angle shot capturing two monolithic cooling towers with weathered gray concrete surfaces rising from the ground and dominating the skyline. White vapor billows from their circular openings under overcast dawn lighting, with thick steam spilling over edges and merging into dense ground fog that shrouds an industrial complex. The scene is rendered in a stark, desaturated palette of concrete gray, bright white steam, and dark metal, conveying a somber, industrial mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce fine detail. The towers remain identifiable, though sharpness is not consistently high. Steam and fog are present and contribute to atmosphere, yet overall clarity is not pristine. There are no major distortions or abrupt frame-to-frame changes, and color grading remains muted as expected for the subject matter.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents the key elements: two prominent towers, weathered concrete surfaces, a wide-angle perspective, visible steam and fog, and the intended atmospheric lighting. The composition and mood align well with the description, with only minor deviations in exact geometry or timing that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical realism is solid (score 4). Steam behavior, fog dynamics, and lighting are coherent with an industrial setting. The towers’ scale and interaction with surrounding structures appear plausible, and there are no obvious violations of basic physics or common-sense expectations. Minor refinements could improve micro-level realism, but the overall scene remains convincingly consistent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 3.75,
+ "MQ": 3.59375,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 low-angle, static wide-angle shot capturing two monolithic cooling towers with weathered gray concrete surfaces rising from the ground and dominating the skyline. White vapor billows from their circular openings under overcast dawn lighting, with thick steam spilling over edges and merging into dense ground fog that shrouds an industrial complex. The scene is rendered in a stark, desaturated palette of concrete gray, bright white steam, and dark metal, conveying a somber, industrial mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce fine detail. The towers remain identifiable, though sharpness is not consistently high. Steam and fog are present and contribute to atmosphere, yet overall clarity is not pristine. There are no major distortions or abrupt frame-to-frame changes, and color grading remains muted as expected for the subject matter.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents the key elements: two prominent towers, weathered concrete surfaces, a wide-angle perspective, visible steam and fog, and the intended atmospheric lighting. The composition and mood align well with the description, with only minor deviations in exact geometry or timing that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical realism is solid (score 4). Steam behavior, fog dynamics, and lighting are coherent with an industrial setting. The towers’ scale and interaction with surrounding structures appear plausible, and there are no obvious violations of basic physics or common-sense expectations. Minor refinements could improve micro-level realism, but the overall scene remains convincingly consistent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 19525,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_1/index_4506_seed_19525_dp_3_rank_6_sample_3_slot_1.mp4",
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.484375,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.671875,
+ "video_score2_overall": 10.875,
+ "avg": 10.84375,
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+ "question": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.",
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+ "generated_text": "\n\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 low-angle, static wide-angle shot capturing two monolithic cooling towers with weathered gray concrete surfaces rising from the ground and dominating the skyline. White vapor billows from their circular openings under overcast dawn lighting, with thick steam spilling over edges and merging into dense ground fog that shrouds the sprawling industrial complex. The scene is rendered in a stark, desaturated palette of concrete gray, bright white steam, and dark charcoal metal, conveying a somber, overwhelming industrial mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable composition, but there are noticeable softness and some compression artifacts that reduce sharpness. The sequence appears largely static with limited motion, which dampens perceived dynamism. Lighting remains consistent across frames, and there are no major distortions or color shifts; however, the overall image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: two prominent cooling towers, weathered gray surfaces, and a wide-angle perspective that conveys scale. The white vapor and the general industrial atmosphere align with the description. Some nuanced details—such as precise mist behavior, exact geometry of the towers, and subtle lighting nuances—are not perfectly matched, but the core prompt intent is well captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible industrial physics: towers appear structurally reasonable, steam rises and diffuses in a believable manner, and lighting/shadows are coherent. There are minor inconsistencies in mist dynamics and edge details that prevent a higher score, though nothing fundamentally breaks plausibility.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\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": 3.484375,
+ "TA": 3.6875,
+ "MQ": 3.671875,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 low-angle, static wide-angle shot capturing two monolithic cooling towers with weathered gray concrete surfaces rising from the ground and dominating the skyline. White vapor billows from their circular openings under overcast dawn lighting, with thick steam spilling over edges and merging into dense ground fog that shrouds the sprawling industrial complex. The scene is rendered in a stark, desaturated palette of concrete gray, bright white steam, and dark charcoal metal, conveying a somber, overwhelming industrial mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable composition, but there are noticeable softness and some compression artifacts that reduce sharpness. The sequence appears largely static with limited motion, which dampens perceived dynamism. Lighting remains consistent across frames, and there are no major distortions or color shifts; however, the overall image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: two prominent cooling towers, weathered gray surfaces, and a wide-angle perspective that conveys scale. The white vapor and the general industrial atmosphere align with the description. Some nuanced details—such as precise mist behavior, exact geometry of the towers, and subtle lighting nuances—are not perfectly matched, but the core prompt intent is well captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible industrial physics: towers appear structurally reasonable, steam rises and diffuses in a believable manner, and lighting/shadows are coherent. There are minor inconsistencies in mist dynamics and edge details that prevent a higher score, though nothing fundamentally breaks plausibility.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\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/0000103/group_10/index_tensor([3404, 3404])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_10/index_tensor([3404, 3404])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c469a4004b2e9d276c6ea01c8bb3d92e7e70681f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_10/index_tensor([3404, 3404])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.",
+ "seed": 27823,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_10/index_3404_seed_27823_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": 3.9375,
+ "video_score2_ta": 1.71875,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 8.875,
+ "avg": 8.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\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, first-person view of an ornate hairpin on a dark wooden dressing table with dramatic black-and-white lighting and rich textures. In practice, the video presents a static close-up of a hairpin on a curved, metallic surface. The lighting is neutral rather than dramatic, and the background is blurred but not as described. The piece reads as a still-life rather than a dynamic, cinematic scene, resulting in only moderate alignment with the prompt.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the hairpin’s details, with consistent lighting and minimal artifacts. However, the sequence is effectively static across frames, offering little motion or progression. While the rendering is clean, the overall visual impact is limited by the lack of movement, yielding a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the actual video. The expected dramatic lighting and warm candle-like illumination are absent; the surface appears metallic rather than wooden; the background is blurred but not the described velvet darkness; there is no visible movement of the hairpin. These factors indicate a moderate misalignment with the original creative vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible object placement and lighting, with no obvious physical violations. The static presentation does not introduce any implausible dynamics, so overall physical consistency remains acceptable, albeit unremarkable.\n\nOverall assessment:\nThe video demonstrates competent technical rendering but falls short of the intended artistic vision, delivering a static, mid-quality result with moderate misalignment to the prompt.\n\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": 3.9375,
+ "TA": 1.71875,
+ "MQ": 3.1875,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, first-person view of an ornate hairpin on a dark wooden dressing table with dramatic black-and-white lighting and rich textures. In practice, the video presents a static close-up of a hairpin on a curved, metallic surface. The lighting is neutral rather than dramatic, and the background is blurred but not as described. The piece reads as a still-life rather than a dynamic, cinematic scene, resulting in only moderate alignment with the prompt.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the hairpin’s details, with consistent lighting and minimal artifacts. However, the sequence is effectively static across frames, offering little motion or progression. While the rendering is clean, the overall visual impact is limited by the lack of movement, yielding a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the actual video. The expected dramatic lighting and warm candle-like illumination are absent; the surface appears metallic rather than wooden; the background is blurred but not the described velvet darkness; there is no visible movement of the hairpin. These factors indicate a moderate misalignment with the original creative vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible object placement and lighting, with no obvious physical violations. The static presentation does not introduce any implausible dynamics, so overall physical consistency remains acceptable, albeit unremarkable.\n\nOverall assessment:\nThe video demonstrates competent technical rendering but falls short of the intended artistic vision, delivering a static, mid-quality result with moderate misalignment to the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.",
+ "seed": 27824,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_10/index_3404_seed_27824_dp_20_rank_40_sample_1_slot_1.mp4",
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+ "video_score2_vq": 4.03125,
+ "video_score2_ta": 1.2578125,
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+ "video_score2_overall": 9.25,
+ "avg": 9.2578125,
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+ "question": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.",
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+ "generated_text": "\n\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\nFirst, let me understand what the text prompt is asking for:\n- A static, first-person perspective\n- Extreme close-up of an ornate hairpin\n- Precariously balanced on a rounded, polished edge of a dark wooden dressing table\n- Renaissance painting style with dramatic black-and-white lighting\n- Rich, pronounced textures\n- Hairpin carved from single block of deep, opalescent jade with intricate floral pattern\n- Delicate silver chain tassel swaying from silver base\n- Intense, warm light (candle-like) illuminating polished surface\n- Jade glowing from within\n- Sharp, fleeting gleams on meticulously crafted silver\n- Hairpin's hesitant movements with gentle, rhythmic movements\n- Deep, soft shadows against smooth surface of dressing table\n- Velvety darkness of out-of-focus background\n- Sense of tension and fragile beauty\n\nNow let me examine the actual video frames:\n\nVisual Quality Analysis:\nThe frames show a jewelry piece resting on a dark wooden surface. The overall image quality is solid, with good detail and texture. Lighting is warm and directional, producing convincing highlights and shadows. The jade-like stone displays a pleasing translucency, and the metal components have believable reflections. The sequence remains stable with minimal motion, and there are no obvious distortions or artifacts. While the visuals are coherent and well-rendered, they do not push into exceptional or hyper-realistic territory. Overall, Visual Quality is strong but not outstanding (score 4).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The prompt describes an ornate hairpin with a specific design and dynamic movement, whereas the video centers on a pendant/necklace with a different form and limited motion. The setting is a dark wooden surface rather than a dressing-table edge, and the dramatic black-and-white lighting and candle-like illumination are not realized. The alignment is poor, reflecting a significant deviation from the requested concept (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the object sits naturally on the surface, lighting and shadows behave consistently, and the materials appear coherent. There are no obvious physics violations, and the composition reads as physically plausible. However, the overall realism is moderate rather than highly convincing, leaving some room for improvement in micro-details and material interactions (score 3).\n\n\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": 4.03125,
+ "TA": 1.2578125,
+ "MQ": 3.96875,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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\nFirst, let me understand what the text prompt is asking for:\n- A static, first-person perspective\n- Extreme close-up of an ornate hairpin\n- Precariously balanced on a rounded, polished edge of a dark wooden dressing table\n- Renaissance painting style with dramatic black-and-white lighting\n- Rich, pronounced textures\n- Hairpin carved from single block of deep, opalescent jade with intricate floral pattern\n- Delicate silver chain tassel swaying from silver base\n- Intense, warm light (candle-like) illuminating polished surface\n- Jade glowing from within\n- Sharp, fleeting gleams on meticulously crafted silver\n- Hairpin's hesitant movements with gentle, rhythmic movements\n- Deep, soft shadows against smooth surface of dressing table\n- Velvety darkness of out-of-focus background\n- Sense of tension and fragile beauty\n\nNow let me examine the actual video frames:\n\nVisual Quality Analysis:\nThe frames show a jewelry piece resting on a dark wooden surface. The overall image quality is solid, with good detail and texture. Lighting is warm and directional, producing convincing highlights and shadows. The jade-like stone displays a pleasing translucency, and the metal components have believable reflections. The sequence remains stable with minimal motion, and there are no obvious distortions or artifacts. While the visuals are coherent and well-rendered, they do not push into exceptional or hyper-realistic territory. Overall, Visual Quality is strong but not outstanding (score 4).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The prompt describes an ornate hairpin with a specific design and dynamic movement, whereas the video centers on a pendant/necklace with a different form and limited motion. The setting is a dark wooden surface rather than a dressing-table edge, and the dramatic black-and-white lighting and candle-like illumination are not realized. The alignment is poor, reflecting a significant deviation from the requested concept (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the object sits naturally on the surface, lighting and shadows behave consistently, and the materials appear coherent. There are no obvious physics violations, and the composition reads as physically plausible. However, the overall realism is moderate rather than highly convincing, leaving some room for improvement in micro-details and material interactions (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.",
+ "seed": 27825,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_10/index_3404_seed_27825_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": 3.3125,
+ "video_score2_ta": 1.6328125,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.0,
+ "avg": 8.0234375,
+ "reward_records": [
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+ "generated_text": "\n\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 static, first-person view of an ornate hairpin on a dark wooden dressing table with dramatic black-and-white lighting and rich textures. The hairpin is said to be carved from a single block of deep opalescent jade into an intricate floral pattern, with a delicate silver chain tassel hanging from the silver base. The scene should show the hairpin moving with gentle, rhythmic motion, warm candle-like illumination, and shadows on a smooth surface with a velvety background.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the subject remains clearly visible, with reasonable focus and depth cues. Lighting is generally consistent, and color rendition is acceptable though not particularly striking. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The footage does not convincingly deliver the described first-person perspective, nor does it clearly depict the hairpin as the central element. The dramatic black-and-white lighting and the rich, textured appearance are not realized; the scene reads more as a standard product shot with warm lighting rather than the intended artistic rendering. The alignment is therefore limited, reflecting a low-to-moderate correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the object sits on a surface with believable shadows and reflections, and the chain drapes naturally. However, some lighting and material cues do not fully align with the described dramatic setup, resulting in only moderate coherence with common-sense expectations.\n\nOverall assessment:\nThe video demonstrates competent technical execution but falls short of the creative vision and specific stylistic requirements outlined in the prompt. The alignment to the original concept is limited, while visual quality and physical consistency remain at a moderate level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
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+ "MQ": 3.078125,
+ "Overall": 8.0
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\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 static, first-person view of an ornate hairpin on a dark wooden dressing table with dramatic black-and-white lighting and rich textures. The hairpin is said to be carved from a single block of deep opalescent jade into an intricate floral pattern, with a delicate silver chain tassel hanging from the silver base. The scene should show the hairpin moving with gentle, rhythmic motion, warm candle-like illumination, and shadows on a smooth surface with a velvety background.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the subject remains clearly visible, with reasonable focus and depth cues. Lighting is generally consistent, and color rendition is acceptable though not particularly striking. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The footage does not convincingly deliver the described first-person perspective, nor does it clearly depict the hairpin as the central element. The dramatic black-and-white lighting and the rich, textured appearance are not realized; the scene reads more as a standard product shot with warm lighting rather than the intended artistic rendering. The alignment is therefore limited, reflecting a low-to-moderate correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the object sits on a surface with believable shadows and reflections, and the chain drapes naturally. However, some lighting and material cues do not fully align with the described dramatic setup, resulting in only moderate coherence with common-sense expectations.\n\nOverall assessment:\nThe video demonstrates competent technical execution but falls short of the creative vision and specific stylistic requirements outlined in the prompt. The alignment to the original concept is limited, while visual quality and physical consistency remain at a moderate level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.",
+ "seed": 27826,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_10/index_3404_seed_27826_dp_21_rank_42_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.578125,
+ "video_score2_ta": 1.96875,
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+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
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+ "question": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.",
+ "token_credit_reward": 8.6875,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\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, first-person view of an ornate hairpin on a rounded, polished edge of a dark wooden dressing table, rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures. The hairpin is said to be carved from a single block of deep opalescent jade with a floral pattern, featuring a delicate silver chain tassel. The scene should show the hairpin moving with a warm candle-like illumination, highlighting the jade's translucency and casting sharp glints on the silver, with shadows on the smooth surface and a velvety dark background. In practice, the video does not realize these dramatic elements; the overall aesthetic and lighting do not match the described Renaissance look, and the motion and dramatic lighting cues are absent.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are clear enough to identify the hairpin and the wooden surface, but the presentation lacks the intended artistic depth. The lighting is relatively flat and lacks the dramatic contrast and warm tones described, and the sequence shows limited variation between frames, suggesting minimal movement rather than a dynamic capture. The result is a moderate level of visual quality, not a strong or cinematic rendering.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The piece does not deliver the dramatic black-and-white lighting, the warm candle-like illumination, or the pronounced textures implied by the Renaissance aesthetic. The hairpin’s movement is not evident, and the overall atmosphere and lighting fail to align with the described scene. The alignment is therefore limited, reflecting a low-to-moderate correspondence to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical plausibility: the hairpin sits on a wooden surface with plausible shadows and reflections. However, the absence of motion and the mismatch with the described lighting reduce the perceived realism and coherence with the intended scenario. Overall, physical consistency is acceptable but not compelling.\n\n\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": 3.578125,
+ "TA": 1.96875,
+ "MQ": 3.140625,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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, first-person view of an ornate hairpin on a rounded, polished edge of a dark wooden dressing table, rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures. The hairpin is said to be carved from a single block of deep opalescent jade with a floral pattern, featuring a delicate silver chain tassel. The scene should show the hairpin moving with a warm candle-like illumination, highlighting the jade's translucency and casting sharp glints on the silver, with shadows on the smooth surface and a velvety dark background. In practice, the video does not realize these dramatic elements; the overall aesthetic and lighting do not match the described Renaissance look, and the motion and dramatic lighting cues are absent.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are clear enough to identify the hairpin and the wooden surface, but the presentation lacks the intended artistic depth. The lighting is relatively flat and lacks the dramatic contrast and warm tones described, and the sequence shows limited variation between frames, suggesting minimal movement rather than a dynamic capture. The result is a moderate level of visual quality, not a strong or cinematic rendering.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The piece does not deliver the dramatic black-and-white lighting, the warm candle-like illumination, or the pronounced textures implied by the Renaissance aesthetic. The hairpin’s movement is not evident, and the overall atmosphere and lighting fail to align with the described scene. The alignment is therefore limited, reflecting a low-to-moderate correspondence to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical plausibility: the hairpin sits on a wooden surface with plausible shadows and reflections. However, the absence of motion and the mismatch with the described lighting reduce the perceived realism and coherence with the intended scenario. Overall, physical consistency is acceptable but not compelling.\n\n\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/0000103/group_11/index_tensor([6252, 6252])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_11/index_tensor([6252, 6252])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..96b7035c48c13be3bf3f431d21285e2af9c47fcc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_11/index_tensor([6252, 6252])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, tight tracking shot dynamically follows the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera locks onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines that suggest massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a backdrop of a polluted sky, emphasizing the craft’s intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.",
+ "seed": 8027,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_11/index_6252_seed_8027_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": 2.734375,
+ "video_score2_ta": 2.015625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 7.8125,
+ "avg": 7.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, tight tracking shot dynamically follows the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera locks onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines that suggest massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a backdrop of a polluted sky, emphasizing the craft’s intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ "generated_text": "\n\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 low-angle, tight tracking shot following the vast curvature of a massive ring-shaped vessel through the upper atmosphere of a dystopian sci-fi world, with dynamic movement and a harsh, unfiltered lighting scheme that emphasizes the craft's scale and silent power. In practice, the video presents a close-up of metallic panels with some curvature and atmospheric haze, but it does not realize the full cinematic scope or the dramatic lighting described. Overall, the alignment to the prompt is limited rather than complete.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some softness and mild motion blur, but the metallic surfaces retain recognizable detail. Lighting is fairly flat and lacks the dramatic contrast and reflective highlights seen in the prompt, though there are no obvious artifacts or distortions. The sequence remains coherent, yet it does not achieve high-fidelity rendering or cinematic polish. Overall, visual quality is mid-range.\n\nText-to-Video Alignment Analysis:\nThere is partial correspondence to the prompt: a low-angle perspective and a tracking motion are present, and the vessel exhibits curvature and atmospheric haze. However, key elements—specifically the massive, ring-shaped form, the intense, direct sunlight, and the pronounced reflections—are underrepresented. The result is a moderate level of alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the hull geometry, panel articulation, and atmospheric scattering align with basic expectations for a large spacecraft. No obvious physics violations are detected, and the depiction remains internally consistent. Some stylistic choices (e.g., uniform lighting, simplified reflections) temper realism but do not introduce inconsistencies. Overall, physical/common-sense consistency is acceptable but not exceptional.\n\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": 2.734375,
+ "TA": 2.015625,
+ "MQ": 3.046875,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 low-angle, tight tracking shot following the vast curvature of a massive ring-shaped vessel through the upper atmosphere of a dystopian sci-fi world, with dynamic movement and a harsh, unfiltered lighting scheme that emphasizes the craft's scale and silent power. In practice, the video presents a close-up of metallic panels with some curvature and atmospheric haze, but it does not realize the full cinematic scope or the dramatic lighting described. Overall, the alignment to the prompt is limited rather than complete.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some softness and mild motion blur, but the metallic surfaces retain recognizable detail. Lighting is fairly flat and lacks the dramatic contrast and reflective highlights seen in the prompt, though there are no obvious artifacts or distortions. The sequence remains coherent, yet it does not achieve high-fidelity rendering or cinematic polish. Overall, visual quality is mid-range.\n\nText-to-Video Alignment Analysis:\nThere is partial correspondence to the prompt: a low-angle perspective and a tracking motion are present, and the vessel exhibits curvature and atmospheric haze. However, key elements—specifically the massive, ring-shaped form, the intense, direct sunlight, and the pronounced reflections—are underrepresented. The result is a moderate level of alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the hull geometry, panel articulation, and atmospheric scattering align with basic expectations for a large spacecraft. No obvious physics violations are detected, and the depiction remains internally consistent. Some stylistic choices (e.g., uniform lighting, simplified reflections) temper realism but do not introduce inconsistencies. Overall, physical/common-sense consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, tight tracking shot dynamically follows the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera locks onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines that suggest massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a backdrop of a polluted sky, emphasizing the craft’s intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.",
+ "seed": 8028,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_11/index_6252_seed_8028_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": 2.203125,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 7.75,
+ "avg": 7.734375,
+ "reward_records": [
+ {
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+ "generated_text": "\n\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 low-angle, tight tracking shot following the curvature of a massive ring-shaped vessel moving through the upper atmosphere of a dystopian sci-fi world. The hull features vast, interlocking plates of dark, polished molybdenum with intricate gray patterns and deep panel lines. Harsh sunlight creates a dazzling, mirror-like sheen that spreads along the curves, while deep shadows reveal the vessel's scale and silent power against a polluted sky.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional soft areas and minor compression artifacts. The metallic surfaces show reflections and some texture detail, but sharpness varies across frames and there are moments of mild blur or noise. The tracking motion remains reasonably smooth, though not perfectly fluid, and lighting/contrast are generally consistent but not exceptionally rendered. In sum, the visuals convey the concept but do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The sequence captures a low-angle tracking shot and a curved hull with textured surfaces, but several key elements are underrepresented. The vessel does not clearly appear ring-shaped, and the depiction of a massive, ring-like structure is ambiguous. The atmosphere and propulsion cues are not convincingly conveyed; the scene reads more like a close-up of a surface rather than a dynamic, high-speed flight through atmosphere. Overall, the alignment is moderate, with important aspects of the prompt missing or only loosely suggested.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with physical plausibility. The vessel’s apparent size and scale do not consistently match a truly massive ring-shaped craft, and the atmospheric interaction, lighting, and motion cues do not convincingly reflect high-speed flight through a dense atmosphere. While the surface textures and reflections are plausible, they do not compensate for the lack of coherent physical behavior, resulting in weak overall common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "MQ": 3.0,
+ "Overall": 7.75
+ }
+ }
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+ "\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 low-angle, tight tracking shot following the curvature of a massive ring-shaped vessel moving through the upper atmosphere of a dystopian sci-fi world. The hull features vast, interlocking plates of dark, polished molybdenum with intricate gray patterns and deep panel lines. Harsh sunlight creates a dazzling, mirror-like sheen that spreads along the curves, while deep shadows reveal the vessel's scale and silent power against a polluted sky.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional soft areas and minor compression artifacts. The metallic surfaces show reflections and some texture detail, but sharpness varies across frames and there are moments of mild blur or noise. The tracking motion remains reasonably smooth, though not perfectly fluid, and lighting/contrast are generally consistent but not exceptionally rendered. In sum, the visuals convey the concept but do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The sequence captures a low-angle tracking shot and a curved hull with textured surfaces, but several key elements are underrepresented. The vessel does not clearly appear ring-shaped, and the depiction of a massive, ring-like structure is ambiguous. The atmosphere and propulsion cues are not convincingly conveyed; the scene reads more like a close-up of a surface rather than a dynamic, high-speed flight through atmosphere. Overall, the alignment is moderate, with important aspects of the prompt missing or only loosely suggested.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with physical plausibility. The vessel’s apparent size and scale do not consistently match a truly massive ring-shaped craft, and the atmospheric interaction, lighting, and motion cues do not convincingly reflect high-speed flight through a dense atmosphere. While the surface textures and reflections are plausible, they do not compensate for the lack of coherent physical behavior, resulting in weak overall common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "low-angle, tight tracking shot dynamically follows the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera locks onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines that suggest massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a backdrop of a polluted sky, emphasizing the craft’s intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.",
+ "seed": 8029,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_11/index_6252_seed_8029_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 2.296875,
+ "video_score2_mq": 3.859375,
+ "video_score2_overall": 9.3125,
+ "avg": 9.3125,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, tight tracking shot dynamically follows the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera locks onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines that suggest massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a backdrop of a polluted sky, emphasizing the craft’s intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
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+ "generated_text": "\n\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 low-angle, tight tracking shot following the curvature of a massive ring-shaped vessel through the upper atmosphere of a dystopian sci-fi world, with dynamic movement and a harsh, high-contrast aesthetic. The video captures several core elements—low-angle perspective, a metallic hull with intricate detailing, and a bright, mirror-like sheen under harsh lighting. However, certain aspects of the prompt (notably the explicit depiction of the ring-shaped form and the precise atmospheric dynamics) are only partially realized, resulting in a moderate alignment overall.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with clear metallic textures and convincing reflections. Lighting remains consistent across shots, and the hull details are legible. There are occasional minor artifacts or slight softness in some frames, but these do not dominate the viewing experience. Overall, Visual Quality is strong enough to warrant a score around 4.\n\nText-to-Video Alignment Analysis:\nThe video aligns with several key prompt elements (low-angle tracking, metallic hull, and a bright sheen). Yet critical aspects such as the full ring-shaped geometry and the precise depiction of the vessel’s curvature are not fully realized, and the atmospheric context is inferred rather than explicitly shown. This yields a moderate alignment level, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nMaterial properties and lighting interactions appear plausible, with coherent reflections and structural cues. Some aspects of the vessel’s geometry and motion feel slightly idealized relative to real-world constraints, but there are no glaring physical inconsistencies. Overall, Physical Consistency is acceptable, aligning with a score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\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": 3.15625,
+ "TA": 2.296875,
+ "MQ": 3.859375,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 low-angle, tight tracking shot following the curvature of a massive ring-shaped vessel through the upper atmosphere of a dystopian sci-fi world, with dynamic movement and a harsh, high-contrast aesthetic. The video captures several core elements—low-angle perspective, a metallic hull with intricate detailing, and a bright, mirror-like sheen under harsh lighting. However, certain aspects of the prompt (notably the explicit depiction of the ring-shaped form and the precise atmospheric dynamics) are only partially realized, resulting in a moderate alignment overall.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with clear metallic textures and convincing reflections. Lighting remains consistent across shots, and the hull details are legible. There are occasional minor artifacts or slight softness in some frames, but these do not dominate the viewing experience. Overall, Visual Quality is strong enough to warrant a score around 4.\n\nText-to-Video Alignment Analysis:\nThe video aligns with several key prompt elements (low-angle tracking, metallic hull, and a bright sheen). Yet critical aspects such as the full ring-shaped geometry and the precise depiction of the vessel’s curvature are not fully realized, and the atmospheric context is inferred rather than explicitly shown. This yields a moderate alignment level, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nMaterial properties and lighting interactions appear plausible, with coherent reflections and structural cues. Some aspects of the vessel’s geometry and motion feel slightly idealized relative to real-world constraints, but there are no glaring physical inconsistencies. Overall, Physical Consistency is acceptable, aligning with a score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "generated_text": "\n\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 low-angle, tight tracking shot following the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera should lock onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines suggesting massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a polluted sky, emphasizing the craft's intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce fine detail. The tracking motion remains smooth, and lighting/contrast are generally stable across shots. While the sequence conveys the intended mood, sharpness and texture fidelity do not reach high-end levels, placing the overall visual quality at a mid level.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the low-angle tracking shot, the emphasis on the hull and surface details, and the depiction of a large, complex vessel are well represented. The color palette and atmospheric haze support the dystopian setting, and the camera movement maintains a coherent narrative flow. Some aspects—such as the precise depiction of the repulsorgravity engines and the exact dynamics of light interaction—are not fully explicit, but the core elements match the prompt closely. Overall alignment is strong, with only minor gaps in certain specifics.\n\nPhysical/Common-sense Consistency:\nThe vessel’s proportions, structural cues, and environmental interactions appear plausible within the sci-fi context. Lighting, reflections, and atmospheric effects behave consistently with the scene’s physics, and there are no obvious violations of common-sense expectations. A few subtle inconsistencies may exist, but they do not undermine overall coherence.\n\n\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": 3.03125,
+ "TA": 2.8125,
+ "MQ": 3.3125,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 low-angle, tight tracking shot following the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera should lock onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines suggesting massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a polluted sky, emphasizing the craft's intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce fine detail. The tracking motion remains smooth, and lighting/contrast are generally stable across shots. While the sequence conveys the intended mood, sharpness and texture fidelity do not reach high-end levels, placing the overall visual quality at a mid level.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the low-angle tracking shot, the emphasis on the hull and surface details, and the depiction of a large, complex vessel are well represented. The color palette and atmospheric haze support the dystopian setting, and the camera movement maintains a coherent narrative flow. Some aspects—such as the precise depiction of the repulsorgravity engines and the exact dynamics of light interaction—are not fully explicit, but the core elements match the prompt closely. Overall alignment is strong, with only minor gaps in certain specifics.\n\nPhysical/Common-sense Consistency:\nThe vessel’s proportions, structural cues, and environmental interactions appear plausible within the sci-fi context. Lighting, reflections, and atmospheric effects behave consistently with the scene’s physics, and there are no obvious violations of common-sense expectations. A few subtle inconsistencies may exist, but they do not undermine overall coherence.\n\n\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/0000103/group_12/index_tensor([9258, 9258])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_12/index_tensor([9258, 9258])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..694bcec5c04d9135710c5e59f5a384676574aa8f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_12/index_tensor([9258, 9258])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 5214,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_12/index_9258_seed_5214_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": 2.546875,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.625,
+ "avg": 8.609375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\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 medium shot capturing a mother cat with a distinct calico pattern (white, orange, and black spots) positioned within a modern cat scratching board made of corrugated cardboard and shiso. The mother cat is shown curling around a litter of kittens, with one kitten being groomed by the mother using her head and tongue. The scene should show high-key lighting revealing fine details, a sterile, clinical academic journal atmosphere, and a focus on natural, instinctive cat behavior.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames are reasonably clear and well-lit, but there are occasional minor artifacts and slight softness that prevent a higher rating. The lighting remains generally consistent and the subjects are identifiable, though some frames exhibit mild noise or compression effects. The composition and color rendering are acceptable, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a mother cat with a calico pattern, a modern scratching board, and kittens present in the scene. The mother’s protective posture and the presence of at least one kitten being groomed are evident. The lighting and framing support the intended clinical, high-detail presentation. A few minor deviations exist (e.g., exact positioning of kittens or the precise moment of grooming), but they 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 feline behavior and anatomy, with the mother cat’s protective stance and the kittens’ resting positions appearing believable. There are no glaring anatomical or motion inconsistencies, but subtle cues such as paw placement or micro-movements could be refined to improve realism.\n\n\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,
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+ "MQ": 3
+ },
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+ "TA": 3.078125,
+ "MQ": 2.984375,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot capturing a mother cat with a distinct calico pattern (white, orange, and black spots) positioned within a modern cat scratching board made of corrugated cardboard and shiso. The mother cat is shown curling around a litter of kittens, with one kitten being groomed by the mother using her head and tongue. The scene should show high-key lighting revealing fine details, a sterile, clinical academic journal atmosphere, and a focus on natural, instinctive cat behavior.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames are reasonably clear and well-lit, but there are occasional minor artifacts and slight softness that prevent a higher rating. The lighting remains generally consistent and the subjects are identifiable, though some frames exhibit mild noise or compression effects. The composition and color rendering are acceptable, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a mother cat with a calico pattern, a modern scratching board, and kittens present in the scene. The mother’s protective posture and the presence of at least one kitten being groomed are evident. The lighting and framing support the intended clinical, high-detail presentation. A few minor deviations exist (e.g., exact positioning of kittens or the precise moment of grooming), but they 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 feline behavior and anatomy, with the mother cat’s protective stance and the kittens’ resting positions appearing believable. There are no glaring anatomical or motion inconsistencies, but subtle cues such as paw placement or micro-movements could be refined to improve realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 5215,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_12/index_9258_seed_5215_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 2.3125,
+ "video_score2_mq": 3.546875,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
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+ "question": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.",
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+ "generated_text": "\n\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 medium shot with a clinical, academic aesthetic. It envisions a mother cat with a distinct calico pattern (white, orange, and black spots) positioned within a geometric, modern cat scratching board made of corrugated cardboard and shiso, with the mother curling around a litter of kittens. The scene should show the mother grooming a kitten with precise, instinctive movements, while other kittens rest nearby, under high-key lighting that reveals fine details and a sterile, detached observational tone.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent sharpness and consistent lighting. The cat and the scratching board are identifiable, and color rendition is stable. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a flawless presentation. Overall, the visual quality is solid but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is depicted. The footage shows a single kitten being groomed rather than a litter, and the described geometric, modern board is not clearly realized—the board appears more traditional. The presence of multiple kittens and the exact spatial arrangement described are not fully captured. While some elements (mother cat, grooming action, indoor setting) are present, the overall alignment remains moderate, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe observed interactions—cat posture, grooming behavior, and environmental context—are plausible and coherent with typical feline behavior. No obvious physical or anatomical inconsistencies are detected. This supports a moderate level of common-sense consistency, i.e., a score of 3.\n\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": 2.890625,
+ "TA": 2.3125,
+ "MQ": 3.546875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot with a clinical, academic aesthetic. It envisions a mother cat with a distinct calico pattern (white, orange, and black spots) positioned within a geometric, modern cat scratching board made of corrugated cardboard and shiso, with the mother curling around a litter of kittens. The scene should show the mother grooming a kitten with precise, instinctive movements, while other kittens rest nearby, under high-key lighting that reveals fine details and a sterile, detached observational tone.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent sharpness and consistent lighting. The cat and the scratching board are identifiable, and color rendition is stable. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a flawless presentation. Overall, the visual quality is solid but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is depicted. The footage shows a single kitten being groomed rather than a litter, and the described geometric, modern board is not clearly realized—the board appears more traditional. The presence of multiple kittens and the exact spatial arrangement described are not fully captured. While some elements (mother cat, grooming action, indoor setting) are present, the overall alignment remains moderate, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe observed interactions—cat posture, grooming behavior, and environmental context—are plausible and coherent with typical feline behavior. No obvious physical or anatomical inconsistencies are detected. This supports a moderate level of common-sense consistency, i.e., a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.",
+ "seed": 5216,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_12/index_9258_seed_5216_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": 1.9921875,
+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 2.71875,
+ "video_score2_overall": 6.875,
+ "avg": 6.8828125,
+ "reward_records": [
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+ "question": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.",
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+ "generated_text": "\n\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 medium shot capturing a mother cat with a distinct calico pattern grooming a kitten on a modern cat scratching board made of corrugated cardboard and shiso, with other kittens nearby, under flat, bright, shadowless studio lighting, and a sterile, objective atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially during motion. There are occasional compression artifacts and mild color desaturation, yet lighting remains fairly consistent across shots. The sequence is generally stable with no major distortions, though fine details are not always crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video includes a mother cat and a kitten and shows grooming behavior, but several key prompt elements are missing or misrepresented: there is no clearly visible litter of multiple kittens, the setting does not clearly resemble a modern cat scratching board with corrugated cardboard and shiso, and the lighting and overall aesthetic do not convey a flat, bright, shadowless studio look or a sterile, academic atmosphere. The scene reads more as a casual domestic moment than a controlled scientific observation.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The observed interactions—cat posture, tongue contact, and relative sizes—are plausible and coherent with typical feline behavior. No obvious anatomical or physical inconsistencies are detected, though minor timing or motion nuances may reflect generation artifacts.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 2,
+ "MQ": 3
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+ "soft_scores": {
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+ "TA": 2.171875,
+ "MQ": 2.71875,
+ "Overall": 6.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot capturing a mother cat with a distinct calico pattern grooming a kitten on a modern cat scratching board made of corrugated cardboard and shiso, with other kittens nearby, under flat, bright, shadowless studio lighting, and a sterile, objective atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially during motion. There are occasional compression artifacts and mild color desaturation, yet lighting remains fairly consistent across shots. The sequence is generally stable with no major distortions, though fine details are not always crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video includes a mother cat and a kitten and shows grooming behavior, but several key prompt elements are missing or misrepresented: there is no clearly visible litter of multiple kittens, the setting does not clearly resemble a modern cat scratching board with corrugated cardboard and shiso, and the lighting and overall aesthetic do not convey a flat, bright, shadowless studio look or a sterile, academic atmosphere. The scene reads more as a casual domestic moment than a controlled scientific observation.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The observed interactions—cat posture, tongue contact, and relative sizes—are plausible and coherent with typical feline behavior. No obvious anatomical or physical inconsistencies are detected, though minor timing or motion nuances may reflect generation artifacts.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.",
+ "seed": 5217,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_12/index_9258_seed_5217_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 3.0,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.125,
+ "avg": 9.09375,
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+ "question": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.",
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+ "generated_text": "\n\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 medium shot capturing a mother cat with a distinct calico pattern (white, orange, and black spots) positioned around a modern cat scratching board made of corrugated cardboard and shiso. The mother is shown grooming one kitten with precise, instinctive movements while other kittens rest nearby. The scene is lit with high-key lighting to reveal fine details and create a sterile, objectively observed atmosphere.\n\nVisual Quality Assessment:\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 motion blur during the grooming action, occasional compression artifacts, and slight color/contrast inconsistencies. While the scene remains legible and the subjects identifiable, these imperfections reduce overall sharpness and polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a mother cat with a distinct calico pattern, a modern corrugated cardboard scratching board with a woven shiso surface, and visible kittens. The mother’s grooming action is depicted, and the scene conveys a calm, protective mood. A few minor deviations exist (e.g., exact positioning or the number of kittens visible), but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions appear generally plausible, with natural-looking poses and believable fur dynamics. However, there are subtle inconsistencies in paw placement and some micro-motions during the grooming sequence that prevent a higher score. Overall, the scene remains coherent and believable, though not flawless.\n\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": 3.0,
+ "MQ": 3.03125,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 medium shot capturing a mother cat with a distinct calico pattern (white, orange, and black spots) positioned around a modern cat scratching board made of corrugated cardboard and shiso. The mother is shown grooming one kitten with precise, instinctive movements while other kittens rest nearby. The scene is lit with high-key lighting to reveal fine details and create a sterile, objectively observed atmosphere.\n\nVisual Quality Assessment:\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 motion blur during the grooming action, occasional compression artifacts, and slight color/contrast inconsistencies. While the scene remains legible and the subjects identifiable, these imperfections reduce overall sharpness and polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a mother cat with a distinct calico pattern, a modern corrugated cardboard scratching board with a woven shiso surface, and visible kittens. The mother’s grooming action is depicted, and the scene conveys a calm, protective mood. A few minor deviations exist (e.g., exact positioning or the number of kittens visible), but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions appear generally plausible, with natural-looking poses and believable fur dynamics. However, there are subtle inconsistencies in paw placement and some micro-motions during the grooming sequence that prevent a higher score. Overall, the scene remains coherent and believable, though not flawless.\n\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/0000103/group_13/index_tensor([6184, 6184])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_13/index_tensor([6184, 6184])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd42203af80f32074acdaacb529b44a9bbfd54a9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_13/index_tensor([6184, 6184])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 13845,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_13/index_6184_seed_13845_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "video_score2_ta": 2.65625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 7.8125,
+ "avg": 7.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.",
+ "token_credit_reward": 7.8125,
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+ "generated_text": "\n\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 \"In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.\"\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a banknote with some level of detail, but overall sharpness is inconsistent. The sequence exhibits noticeable blur and occasional out-of-focus moments, with motion blur during rotation. While some regions retain legible features, the overall clarity is moderate rather than high. The lighting is not consistently dramatic; at times it appears uneven or subdued, reducing the intended contrast. The result is a mid-range visual quality where the subject is identifiable but not crisply resolved throughout.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (extreme close-up, stationary framing, banknote, level angle, rotation). However, key aspects are underrepresented: the background is not a pure black blur, the lighting lacks the dramatic side spotlight, and the depth cues are milder than described. The alignment is acceptable but not strong, reflecting a moderate fit to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the note rotates with coherent orientation, and the interaction between light and texture reads as believable. There are no obvious violations of basic physics, though the lighting dynamics do not fully realize the described dramatic effect. Overall, physical consistency is adequate but not exceptional.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in sharpness, lighting fidelity, and alignment to the prompt.\n\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": 2.125,
+ "TA": 2.65625,
+ "MQ": 3.015625,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 \"In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.\"\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a banknote with some level of detail, but overall sharpness is inconsistent. The sequence exhibits noticeable blur and occasional out-of-focus moments, with motion blur during rotation. While some regions retain legible features, the overall clarity is moderate rather than high. The lighting is not consistently dramatic; at times it appears uneven or subdued, reducing the intended contrast. The result is a mid-range visual quality where the subject is identifiable but not crisply resolved throughout.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (extreme close-up, stationary framing, banknote, level angle, rotation). However, key aspects are underrepresented: the background is not a pure black blur, the lighting lacks the dramatic side spotlight, and the depth cues are milder than described. The alignment is acceptable but not strong, reflecting a moderate fit to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the note rotates with coherent orientation, and the interaction between light and texture reads as believable. There are no obvious violations of basic physics, though the lighting dynamics do not fully realize the described dramatic effect. Overall, physical consistency is adequate but not exceptional.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in sharpness, lighting fidelity, and alignment to the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.",
+ "seed": 13846,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_13/index_6184_seed_13846_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": 2.921875,
+ "video_score2_ta": 2.59375,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.625,
+ "avg": 8.625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
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+ "generated_text": "\n\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 an extreme close-up of a banknote with a stationary camera, a level angle, a dark background, and a rotation on a vertical axis. The note should appear pristine, with razor-sharp edges and intricate geometric patterns and portrait outlines. A sharp spotlight from the side is expected to sweep across the surface, revealing microtext and watermarks while creating a metallic shimmer and dramatic depth. The overall mood is one of high-end craftsmanship and mystery.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show a banknote with ornate patterns and some depth, but there are noticeable issues that prevent a higher rating. The resolution is adequate but not exceptional, and there is mild softness in fine details. The background blur is present but not perfectly uniform, and occasional motion blur or slight focus shifts reduce perceived sharpness. The lighting is generally consistent, yet the dramatic contrast described in the prompt is not fully realized. The rotation is smooth, but the overall crispness and polish do not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as an extreme close-up, a level angle, and a rotating motion. However, important aspects are underrepresented: the background is not a pure black, and the lighting lacks the pronounced side-sweep and dramatic depth described. The note’s edges are not consistently razor-sharp, and some fine details are obscured by softness. Overall, the video aligns with the general idea but misses several specific prompt nuances.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The banknote behaves plausibly during rotation, with no obvious violations of basic physics. Subtle inconsistencies exist, such as minor lighting variations and slight deviations in how light interacts with the paper surface, which prevent a higher score. The motion remains smooth and the object maintains its form throughout the sequence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.59375,
+ "MQ": 3.109375,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 an extreme close-up of a banknote with a stationary camera, a level angle, a dark background, and a rotation on a vertical axis. The note should appear pristine, with razor-sharp edges and intricate geometric patterns and portrait outlines. A sharp spotlight from the side is expected to sweep across the surface, revealing microtext and watermarks while creating a metallic shimmer and dramatic depth. The overall mood is one of high-end craftsmanship and mystery.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show a banknote with ornate patterns and some depth, but there are noticeable issues that prevent a higher rating. The resolution is adequate but not exceptional, and there is mild softness in fine details. The background blur is present but not perfectly uniform, and occasional motion blur or slight focus shifts reduce perceived sharpness. The lighting is generally consistent, yet the dramatic contrast described in the prompt is not fully realized. The rotation is smooth, but the overall crispness and polish do not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as an extreme close-up, a level angle, and a rotating motion. However, important aspects are underrepresented: the background is not a pure black, and the lighting lacks the pronounced side-sweep and dramatic depth described. The note’s edges are not consistently razor-sharp, and some fine details are obscured by softness. Overall, the video aligns with the general idea but misses several specific prompt nuances.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The banknote behaves plausibly during rotation, with no obvious violations of basic physics. Subtle inconsistencies exist, such as minor lighting variations and slight deviations in how light interacts with the paper surface, which prevent a higher score. The motion remains smooth and the object maintains its form throughout the sequence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 13847,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_13/index_6184_seed_13847_dp_27_rank_54_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.796875,
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+ "video_score2_overall": 9.125,
+ "avg": 9.140625,
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+ "question": "In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.",
+ "token_credit_reward": 9.125,
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+ "generated_text": "\n\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 of a banknote with a stationary camera at a level angle, a pure black blurred background, a steady vertical rotation, flawless paper, razor-sharp edges, intricate geometric patterns and portrait outlines, a sharp focused spotlight from the side sweeping across the surface, illumination of microtext and hidden watermarks, a metallic shimmer, shifting shadows, and a three-dimensional appearance. The overall scene is calm and focused, highlighting craftsmanship and premium quality.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven lighting. The metallic reflections exist but are not consistently rendered, and a few frames show slight color shifts or noise. The rotation is generally smooth, yet the overall sharpness and polish do not reach high-end levels. The background blur is present but not perfectly uniform, contributing to a sense of average quality rather than exceptional realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: extreme close-up, stationary camera at a level angle, a dark blurred background, and a rotation around a vertical axis. The banknote details such as fine patterns and microtext are visible, and the lighting creates depth and dimensionality. However, a few aspects are not perfectly matched: the edge sharpness is not uniformly razor-like across all frames, and some lighting nuances and micro-details are not consistently reproduced. Despite these minor deviations, the overall correspondence to the prompt remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The rotation and lighting produce plausible depth and shadows, and the metallic effects contribute to realism. Nevertheless, there are subtle inconsistencies in how light interacts with the paper surface and in the behavior of fine textures under rotation, which prevents a higher score. The scene remains believable and coherent, but not perfectly physically accurate throughout.\n\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": 2.921875,
+ "TA": 2.796875,
+ "MQ": 3.421875,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 of a banknote with a stationary camera at a level angle, a pure black blurred background, a steady vertical rotation, flawless paper, razor-sharp edges, intricate geometric patterns and portrait outlines, a sharp focused spotlight from the side sweeping across the surface, illumination of microtext and hidden watermarks, a metallic shimmer, shifting shadows, and a three-dimensional appearance. The overall scene is calm and focused, highlighting craftsmanship and premium quality.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven lighting. The metallic reflections exist but are not consistently rendered, and a few frames show slight color shifts or noise. The rotation is generally smooth, yet the overall sharpness and polish do not reach high-end levels. The background blur is present but not perfectly uniform, contributing to a sense of average quality rather than exceptional realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: extreme close-up, stationary camera at a level angle, a dark blurred background, and a rotation around a vertical axis. The banknote details such as fine patterns and microtext are visible, and the lighting creates depth and dimensionality. However, a few aspects are not perfectly matched: the edge sharpness is not uniformly razor-like across all frames, and some lighting nuances and micro-details are not consistently reproduced. Despite these minor deviations, the overall correspondence to the prompt remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The rotation and lighting produce plausible depth and shadows, and the metallic effects contribute to realism. Nevertheless, there are subtle inconsistencies in how light interacts with the paper surface and in the behavior of fine textures under rotation, which prevents a higher score. The scene remains believable and coherent, but not perfectly physically accurate throughout.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.",
+ "seed": 13848,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_13/index_6184_seed_13848_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": 2.59375,
+ "video_score2_ta": 2.546875,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.1875,
+ "avg": 8.21875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.",
+ "token_credit_reward": 8.1875,
+ "selected_reward": 8.1875,
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+ "generated_text": "\n\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 an extreme close-up of a banknote with a stationary camera at a level angle, a pure black blurred background, a steady vertical rotation, flawless paper, razor-sharp edges, intricate geometric patterns and portrait outlines, a sharp focused spotlight sweeping across the surface, illumination of microtext and watermarks, a metallic shimmer from security threads, and a dramatic sense of three-dimensionality. The overall scene is calm and focused, highlighting craftsmanship and premium quality.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The frames show noticeable blur and softness that reduce fine detail, but the scene remains identifiable as a banknote with recognizable motifs. The resolution is not high, yet the composition and lighting cues are coherent enough to convey the intended subject. There is some motion blur and slight instability between frames, which detracts from sharpness but does not render the content unusable. The result is a mid-range visual quality rather than a pristine capture.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The extreme close-up and the presence of a banknote are evident, and there is some indication of rotation. However, several key prompt elements are not convincingly realized: the background is not a pure black blur, the lighting lacks a pronounced side spotlight, and the metallic shimmer and dramatic three-dimensionality are only modestly conveyed. Overall, the alignment sits in the middle range.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains plausible physical behavior: the object appears to be a real banknote with consistent geometry, and there are no obvious violations of basic physics or common-sense expectations. The motion and lighting, while imperfect, do not introduce any contradictory elements. This yields a mid-level assessment for physical consistency.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 2.59375,
+ "TA": 2.546875,
+ "MQ": 3.078125,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 an extreme close-up of a banknote with a stationary camera at a level angle, a pure black blurred background, a steady vertical rotation, flawless paper, razor-sharp edges, intricate geometric patterns and portrait outlines, a sharp focused spotlight sweeping across the surface, illumination of microtext and watermarks, a metallic shimmer from security threads, and a dramatic sense of three-dimensionality. The overall scene is calm and focused, highlighting craftsmanship and premium quality.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The frames show noticeable blur and softness that reduce fine detail, but the scene remains identifiable as a banknote with recognizable motifs. The resolution is not high, yet the composition and lighting cues are coherent enough to convey the intended subject. There is some motion blur and slight instability between frames, which detracts from sharpness but does not render the content unusable. The result is a mid-range visual quality rather than a pristine capture.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The extreme close-up and the presence of a banknote are evident, and there is some indication of rotation. However, several key prompt elements are not convincingly realized: the background is not a pure black blur, the lighting lacks a pronounced side spotlight, and the metallic shimmer and dramatic three-dimensionality are only modestly conveyed. Overall, the alignment sits in the middle range.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains plausible physical behavior: the object appears to be a real banknote with consistent geometry, and there are no obvious violations of basic physics or common-sense expectations. The motion and lighting, while imperfect, do not introduce any contradictory elements. This yields a mid-level assessment for physical consistency.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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/0000103/group_14/index_tensor([201, 201])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_14/index_tensor([201, 201])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ad78ae483203693530dd356de67aa19f24791d8
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_14/index_tensor([201, 201])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.",
+ "seed": 30033,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_14/index_201_seed_30033_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": 2.84375,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\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 high-tech, cinematic sequence featuring a rotating camera orbiting a sleeping cat on a dark, highly polished hardwood floor, with a sleek white disc-shaped toy with cyan and magenta LEDs darting past. The cat should transition from a curled, motionless state to an alert, focused pose with dramatic, deliberate muscle movement. The overall mood is one of suspended, graceful motion and strong contrast between organic and technological elements.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially during motion. The lighting remains consistent across shots, and the reflective floor is present, though not always crisply rendered. There are no major distortions or artifacts, and transitions between frames are reasonably smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes a cat on a dark, glossy floor and a white disc-shaped object with blue/purple lights, and the camera appears to move around the subject. However, several key prompt elements are underrepresented: the cat does not clearly appear as a perfect, motionless ball at the start, the dramatic slow-motion emphasis is not strongly conveyed, and the specific sequence of the cat awakening and rapid, controlled muscle movement is not convincingly depicted. The overall mood and the intended contrast between organic and tech-driven dynamics are only partially realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the cat’s anatomy appearing reasonable and the environment behaving predictably. Some minor inconsistencies exist, such as subtle mismatches in the timing of the cat’s movement relative to the toy and slight deviations in the perceived weight or interaction with the floor reflections. These do not break coherence but prevent a higher score.\n\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": 2.84375,
+ "TA": 2.875,
+ "MQ": 3.03125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-tech, cinematic sequence featuring a rotating camera orbiting a sleeping cat on a dark, highly polished hardwood floor, with a sleek white disc-shaped toy with cyan and magenta LEDs darting past. The cat should transition from a curled, motionless state to an alert, focused pose with dramatic, deliberate muscle movement. The overall mood is one of suspended, graceful motion and strong contrast between organic and technological elements.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially during motion. The lighting remains consistent across shots, and the reflective floor is present, though not always crisply rendered. There are no major distortions or artifacts, and transitions between frames are reasonably smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes a cat on a dark, glossy floor and a white disc-shaped object with blue/purple lights, and the camera appears to move around the subject. However, several key prompt elements are underrepresented: the cat does not clearly appear as a perfect, motionless ball at the start, the dramatic slow-motion emphasis is not strongly conveyed, and the specific sequence of the cat awakening and rapid, controlled muscle movement is not convincingly depicted. The overall mood and the intended contrast between organic and tech-driven dynamics are only partially realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the cat’s anatomy appearing reasonable and the environment behaving predictably. Some minor inconsistencies exist, such as subtle mismatches in the timing of the cat’s movement relative to the toy and slight deviations in the perceived weight or interaction with the floor reflections. These do not break coherence but prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.",
+ "seed": 30034,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_14/index_201_seed_30034_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": 2.078125,
+ "video_score2_ta": 2.3125,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 7.375,
+ "avg": 7.375,
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+ "question": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.",
+ "token_credit_reward": 7.375,
+ "selected_reward": 7.375,
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+ "generated_text": "\n\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 high-tech, cinematic sequence featuring a rotating camera orbiting a sleeping cat on a dark, highly polished hardwood floor, with a self-propelled smart toy darting by and triggering the cat's awakening through subtle cues. The video, however, does not fully realize these elements. The cat remains largely stationary across frames, and the dynamic camera movement or the toy's dramatic entrance are not convincingly depicted. While some mood and lighting cues exist, the core narrative beats described in the prompt are not realized, resulting in only partial alignment with the intended concept.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail but exhibit noticeable softness and mild blur, especially in later portions. Lighting is uneven at times, with some overexposed highlights and inconsistent shadows. Reflections on the floor are present but do not dominate the scene, and color grading is acceptable though not particularly refined. There are no major distortions or artifacts, but the overall sharpness and polish are not strong, keeping the quality in the mid range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). Key elements such as the rotating camera orbit, the cat's dramatic awakening, and the self-propelled toy with cyan/magenta LEDs are not convincingly realized. The cat mostly remains resting, and the expected dynamic interaction between the cat and the device is missing. Some ambient lighting and reflective floor cues align with parts of the prompt, but the central narrative progression and device-driven action are not captured, yielding weak overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The cat's anatomy and resting posture appear plausible, and the scene maintains believable spatial relationships and lighting interactions. There are no obvious anatomical or physical implausibilities, though minor inconsistencies in shading and reflections exist due to rendering limitations. Overall, the scene adheres to basic common-sense expectations without presenting clear contradictions.\n\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": 2.078125,
+ "TA": 2.3125,
+ "MQ": 2.984375,
+ "Overall": 7.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-tech, cinematic sequence featuring a rotating camera orbiting a sleeping cat on a dark, highly polished hardwood floor, with a self-propelled smart toy darting by and triggering the cat's awakening through subtle cues. The video, however, does not fully realize these elements. The cat remains largely stationary across frames, and the dynamic camera movement or the toy's dramatic entrance are not convincingly depicted. While some mood and lighting cues exist, the core narrative beats described in the prompt are not realized, resulting in only partial alignment with the intended concept.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail but exhibit noticeable softness and mild blur, especially in later portions. Lighting is uneven at times, with some overexposed highlights and inconsistent shadows. Reflections on the floor are present but do not dominate the scene, and color grading is acceptable though not particularly refined. There are no major distortions or artifacts, but the overall sharpness and polish are not strong, keeping the quality in the mid range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). Key elements such as the rotating camera orbit, the cat's dramatic awakening, and the self-propelled toy with cyan/magenta LEDs are not convincingly realized. The cat mostly remains resting, and the expected dynamic interaction between the cat and the device is missing. Some ambient lighting and reflective floor cues align with parts of the prompt, but the central narrative progression and device-driven action are not captured, yielding weak overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The cat's anatomy and resting posture appear plausible, and the scene maintains believable spatial relationships and lighting interactions. There are no obvious anatomical or physical implausibilities, though minor inconsistencies in shading and reflections exist due to rendering limitations. Overall, the scene adheres to basic common-sense expectations without presenting clear contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.",
+ "seed": 30035,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_14/index_201_seed_30035_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": 3.046875,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.625,
+ "avg": 8.625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.",
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+ "generated_text": "\n\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 high-tech scene featuring a rotating camera orbiting a sleeping cat on a dark, highly polished hardwood floor, with a sleek white disc-shaped toy with cyan and magenta LEDs, a dramatic cat awakening, and a ballet-like motion of the cat as it unfolds. The video includes several elements that align with the prompt (cat, toy, lighting, reflective floor), but the overall execution does not fully realize the described cinematic choreography or the precise sequencing implied by the prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with the cat and the toy clearly visible and the reflective floor present. However, there are occasional minor artifacts and slight softness in some frames, and the motion cues are not strongly conveyed due to limited temporal information in stills. The result is acceptable but not exceptional, reflecting mid-range visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). Core elements such as the cat, the white disc-shaped toy with colored LEDs, and the dark floor are present. However, key aspects of the prompt—specifically the dramatic slow-motion, the rotating camera orbit, and the fluid, controlled cat movements—are not convincingly realized in the footage, leading to only partial alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the cat appearing to interact with the environment in a believable manner. There are no glaring physical contradictions, though some timing and motion cues feel slightly off, preventing a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 3.046875,
+ "TA": 2.53125,
+ "MQ": 3.046875,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-tech scene featuring a rotating camera orbiting a sleeping cat on a dark, highly polished hardwood floor, with a sleek white disc-shaped toy with cyan and magenta LEDs, a dramatic cat awakening, and a ballet-like motion of the cat as it unfolds. The video includes several elements that align with the prompt (cat, toy, lighting, reflective floor), but the overall execution does not fully realize the described cinematic choreography or the precise sequencing implied by the prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with the cat and the toy clearly visible and the reflective floor present. However, there are occasional minor artifacts and slight softness in some frames, and the motion cues are not strongly conveyed due to limited temporal information in stills. The result is acceptable but not exceptional, reflecting mid-range visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). Core elements such as the cat, the white disc-shaped toy with colored LEDs, and the dark floor are present. However, key aspects of the prompt—specifically the dramatic slow-motion, the rotating camera orbit, and the fluid, controlled cat movements—are not convincingly realized in the footage, leading to only partial alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the cat appearing to interact with the environment in a believable manner. There are no glaring physical contradictions, though some timing and motion cues feel slightly off, preventing a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.",
+ "seed": 30036,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_14/index_201_seed_30036_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": 2.5625,
+ "video_score2_ta": 1.90625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 7.375,
+ "avg": 7.390625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.",
+ "token_credit_reward": 7.375,
+ "selected_reward": 7.375,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 1,
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+ ],
+ "generated_text": "\n\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 high-tech, cinematic sequence featuring a rotating camera orbiting a sleeping cat on a dark, highly polished hardwood floor, with a self-propelled white disc toy with cyan and magenta LEDs, a dramatic cat awakening, and a ballet-like display of muscle movement. The actual video does not realize these elements; the core narrative and visual motifs are not present, resulting in a severe mismatch with the prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and softness, especially in the later portions. There are color artifacts and inconsistent lighting, and some distortion or warping of shapes, yet the scene remains recognizable. The sequence lacks sharp detail and polish, but it is not completely unusable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is severely off (score 1). The video does not depict the rotating camera orbit, the white disc toy, the cyan/magenta LEDs, the dramatic cat awakening, or the described fluid, controlled movements. The core elements and narrative of the prompt are not realized, indicating a strong misalignment.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). There are occasional distortions and non-rigid transformations, but they do not render the scene entirely impossible. Objects and surfaces sometimes warp or morph in ways that strain plausibility, yet there is no complete breakdown of physical rules throughout the video.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 1\nPhysical Consistency: 3\n\nground-truth of Dim-1: 'Visual Quality':\n3\n\nground-truth of Dim-2: 'Text-to-Video Alignment':\n1\n\nground-truth of Dim-3: 'Physical Consistency' (also referred to as Common-sense Consistency):\n3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 1,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5625,
+ "TA": 1.90625,
+ "MQ": 2.921875,
+ "Overall": 7.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-tech, cinematic sequence featuring a rotating camera orbiting a sleeping cat on a dark, highly polished hardwood floor, with a self-propelled white disc toy with cyan and magenta LEDs, a dramatic cat awakening, and a ballet-like display of muscle movement. The actual video does not realize these elements; the core narrative and visual motifs are not present, resulting in a severe mismatch with the prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and softness, especially in the later portions. There are color artifacts and inconsistent lighting, and some distortion or warping of shapes, yet the scene remains recognizable. The sequence lacks sharp detail and polish, but it is not completely unusable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is severely off (score 1). The video does not depict the rotating camera orbit, the white disc toy, the cyan/magenta LEDs, the dramatic cat awakening, or the described fluid, controlled movements. The core elements and narrative of the prompt are not realized, indicating a strong misalignment.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). There are occasional distortions and non-rigid transformations, but they do not render the scene entirely impossible. Objects and surfaces sometimes warp or morph in ways that strain plausibility, yet there is no complete breakdown of physical rules throughout the video.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 1\nPhysical Consistency: 3\n\nground-truth of Dim-1: 'Visual Quality':\n3\n\nground-truth of Dim-2: 'Text-to-Video Alignment':\n1\n\nground-truth of Dim-3: 'Physical Consistency' (also referred to as Common-sense Consistency):\n3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\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/0000103/group_15/index_tensor([6637, 6637])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_15/index_tensor([6637, 6637])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1d867b7ac01f8ff661e1f37bdd857e58a215070
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_15/index_tensor([6637, 6637])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.",
+ "seed": 23242,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_15/index_6637_seed_23242_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": 1.9609375,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 2.75,
+ "video_score2_overall": 7.96875,
+ "avg": 7.9609375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.",
+ "token_credit_reward": 7.96875,
+ "selected_reward": 7.96875,
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+ "generated_text": "\n\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 miniature, felt-based world featuring two puppets (one crimson, one blue) engaging in a tense wrestling match around a cargo bike, with a soft, warm ambiance. The video captures several core elements—two distinct-colored puppets, a central bike, and a close-up, intimate framing with a playful yet competitive mood. However, some nuanced aspects of the prompt (e.g., the exact intensity of the struggle and the precise interaction dynamics) are not fully realized in the footage, resulting in a moderate alignment overall.\n\nVisual Quality Analysis:\nOverall visual quality is moderate. The frames show the two puppets and the bike clearly, but there are noticeable issues such as mild blur, occasional color inconsistencies, and some compression artifacts. Lighting remains generally stable, and the background remains softly blurred, but the image fidelity does not reach high-end standards. The sequence appears coherent, though minor frame-to-frame inconsistencies may be present.\n\nText-to-Video Alignment Analysis:\nThe video aligns with several key prompt elements: two distinct-colored (crimson and blue) puppets, a central cargo bike, and a close-up, intimate framing within a miniature setting. The general color scheme and composition are consistent with the description. However, certain aspects of the described interaction and the perceived intensity of the struggle are not fully realized, yielding a moderate level of alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among the characters and objects, with no obvious violations of basic physics. Some exaggerated, toy-like movements are present, which fit the miniature aesthetic, but do not undermine overall coherence. Overall, physical consistency is acceptable and coherent with the intended style.\n\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": 1.9609375,
+ "TA": 3.25,
+ "MQ": 2.75,
+ "Overall": 7.96875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 miniature, felt-based world featuring two puppets (one crimson, one blue) engaging in a tense wrestling match around a cargo bike, with a soft, warm ambiance. The video captures several core elements—two distinct-colored puppets, a central bike, and a close-up, intimate framing with a playful yet competitive mood. However, some nuanced aspects of the prompt (e.g., the exact intensity of the struggle and the precise interaction dynamics) are not fully realized in the footage, resulting in a moderate alignment overall.\n\nVisual Quality Analysis:\nOverall visual quality is moderate. The frames show the two puppets and the bike clearly, but there are noticeable issues such as mild blur, occasional color inconsistencies, and some compression artifacts. Lighting remains generally stable, and the background remains softly blurred, but the image fidelity does not reach high-end standards. The sequence appears coherent, though minor frame-to-frame inconsistencies may be present.\n\nText-to-Video Alignment Analysis:\nThe video aligns with several key prompt elements: two distinct-colored (crimson and blue) puppets, a central cargo bike, and a close-up, intimate framing within a miniature setting. The general color scheme and composition are consistent with the description. However, certain aspects of the described interaction and the perceived intensity of the struggle are not fully realized, yielding a moderate level of alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among the characters and objects, with no obvious violations of basic physics. Some exaggerated, toy-like movements are present, which fit the miniature aesthetic, but do not undermine overall coherence. Overall, physical consistency is acceptable and coherent with the intended style.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.",
+ "seed": 23243,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_15/index_6637_seed_23243_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": 2.765625,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.25,
+ "avg": 9.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\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 slightly shaky, handheld close-up shot focusing on a miniature world constructed of felt. It features two adorable puppets engaged in a fierce wrestling match over a cargo bike. One puppet is crimson, the other blue, with simple black-threaded eyes and a smiley mouth. They tumble across a moss-green felt floor, their bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also felt, with a gray frame and black tires and a large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand gripping the bike's handlebars, pushes the red puppet's face with the other. The scene is bathed in a soft, warm, diffuse light, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show adequate clarity and consistent lighting, but there are occasional minor artifacts and slight color/contrast fluctuations that prevent a higher rating. The sequence remains readable and coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two felt puppets, a crimson and blue color scheme, a wrestling interaction around a cargo bike, and the described environment. Some finer details—such as exact eye styling and the precise handling of the bike—are present but not perfectly matched, resulting in a small gap between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions follow plausible toy-physics within a miniature setting, with believable contact and momentum, though a few micro-motions could be refined for tighter realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\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": 2.765625,
+ "TA": 3.578125,
+ "MQ": 2.921875,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slightly shaky, handheld close-up shot focusing on a miniature world constructed of felt. It features two adorable puppets engaged in a fierce wrestling match over a cargo bike. One puppet is crimson, the other blue, with simple black-threaded eyes and a smiley mouth. They tumble across a moss-green felt floor, their bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also felt, with a gray frame and black tires and a large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand gripping the bike's handlebars, pushes the red puppet's face with the other. The scene is bathed in a soft, warm, diffuse light, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show adequate clarity and consistent lighting, but there are occasional minor artifacts and slight color/contrast fluctuations that prevent a higher rating. The sequence remains readable and coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two felt puppets, a crimson and blue color scheme, a wrestling interaction around a cargo bike, and the described environment. Some finer details—such as exact eye styling and the precise handling of the bike—are present but not perfectly matched, resulting in a small gap between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions follow plausible toy-physics within a miniature setting, with believable contact and momentum, though a few micro-motions could be refined for tighter realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.",
+ "seed": 23244,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_15/index_6637_seed_23244_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 2.265625,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.25,
+ "avg": 8.28125,
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+ "question": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\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 slightly shaky, handheld close-up shot focusing on a miniature felt world with two puppets (one crimson, one blue) engaging in a tense wrestling match over a cargo bike, with a gray frame and a front basket of colorful balls. In the actual video, the core elements are present, but the sequence does not fully realize the described dynamic interaction; the scene reads more as a static or minimally animated moment rather than a full-fledged wrestling sequence. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are generally clear with decent lighting and well-defined colors, and the two puppets are easily distinguishable. However, the footage appears largely static with minimal motion between frames, which reduces perceived dynamism. There are no obvious distortions or artifacts, and the overall image quality is acceptable, though not exceptional. This yields a mid-level assessment of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt elements — two felt puppets, a cargo bike, and the described color scheme — but the central action of a fierce wrestling match is not convincingly realized. The interaction remains relatively passive, resulting in a moderate level of alignment with the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among the characters and objects, with consistent lighting and reasonable spatial arrangement. Yet the lack of kinetic energy and the static presentation dampen the sense of dynamic play, keeping physical consistency at a mid level.\n\nOverall, the evaluation indicates mid-range performance across all three dimensions, reflecting competent rendering of basic scene elements while missing the intended energetic interaction.\n\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": 3.046875,
+ "TA": 2.265625,
+ "MQ": 2.96875,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slightly shaky, handheld close-up shot focusing on a miniature felt world with two puppets (one crimson, one blue) engaging in a tense wrestling match over a cargo bike, with a gray frame and a front basket of colorful balls. In the actual video, the core elements are present, but the sequence does not fully realize the described dynamic interaction; the scene reads more as a static or minimally animated moment rather than a full-fledged wrestling sequence. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are generally clear with decent lighting and well-defined colors, and the two puppets are easily distinguishable. However, the footage appears largely static with minimal motion between frames, which reduces perceived dynamism. There are no obvious distortions or artifacts, and the overall image quality is acceptable, though not exceptional. This yields a mid-level assessment of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt elements — two felt puppets, a cargo bike, and the described color scheme — but the central action of a fierce wrestling match is not convincingly realized. The interaction remains relatively passive, resulting in a moderate level of alignment with the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among the characters and objects, with consistent lighting and reasonable spatial arrangement. Yet the lack of kinetic energy and the static presentation dampen the sense of dynamic play, keeping physical consistency at a mid level.\n\nOverall, the evaluation indicates mid-range performance across all three dimensions, reflecting competent rendering of basic scene elements while missing the intended energetic interaction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.",
+ "seed": 23245,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_15/index_6637_seed_23245_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.640625,
+ "video_score2_overall": 10.125,
+ "avg": 10.15625,
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+ "question": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.",
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+ "generated_text": "\n\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 slightly shaky, handheld close-up shot focusing on a miniature world constructed of felt. It features two adorable puppets engaged in a fierce wrestling match over a cargo bike. One puppet is crimson, the other blue, with simple black-threaded eyes and a smiley mouth. They tumble across a moss-green felt floor, their bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also felt, with a gray frame and black tires and a large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand gripping the bike's handlebars, pushes the red puppet's face with the other. The scene is bathed in a soft, warm, diffuse light, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with good color saturation and consistent lighting. The felt textures read convincingly and the overall composition remains coherent. However, there are occasional minor softness or slight noise in some frames, and the motion between frames is not perfectly smooth, giving a hint of choppiness. These factors keep the overall visual quality at a solid 4 rather than perfect.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the miniature felt world, the two puppets, the crimson and blue colors, the simple eyes and smiles, the wrestling interaction, and the central cargo bike with its basket and yarn are all present. The scene conveys the intended playful yet tense dynamic and the overall atmosphere matches the description. There are only minor deviations in exact pose timing or emphasis, which prevent a perfect match but do not significantly detract from alignment. Overall, Text-to-Video Alignment is strong and rated 4.\n\nPhysical/Common-sense Consistency:\nThe interactions feel plausible within the toy-like context, with believable weight shifts and balance during the tussle and the bike remaining structurally coherent under the action. Some exaggeration is inherent to toy physics, but the dynamics stay coherent and readable. 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\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": 2.9375,
+ "TA": 3.578125,
+ "MQ": 3.640625,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slightly shaky, handheld close-up shot focusing on a miniature world constructed of felt. It features two adorable puppets engaged in a fierce wrestling match over a cargo bike. One puppet is crimson, the other blue, with simple black-threaded eyes and a smiley mouth. They tumble across a moss-green felt floor, their bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also felt, with a gray frame and black tires and a large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand gripping the bike's handlebars, pushes the red puppet's face with the other. The scene is bathed in a soft, warm, diffuse light, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with good color saturation and consistent lighting. The felt textures read convincingly and the overall composition remains coherent. However, there are occasional minor softness or slight noise in some frames, and the motion between frames is not perfectly smooth, giving a hint of choppiness. These factors keep the overall visual quality at a solid 4 rather than perfect.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the miniature felt world, the two puppets, the crimson and blue colors, the simple eyes and smiles, the wrestling interaction, and the central cargo bike with its basket and yarn are all present. The scene conveys the intended playful yet tense dynamic and the overall atmosphere matches the description. There are only minor deviations in exact pose timing or emphasis, which prevent a perfect match but do not significantly detract from alignment. Overall, Text-to-Video Alignment is strong and rated 4.\n\nPhysical/Common-sense Consistency:\nThe interactions feel plausible within the toy-like context, with believable weight shifts and balance during the tussle and the bike remaining structurally coherent under the action. Some exaggeration is inherent to toy physics, but the dynamics stay coherent and readable. 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\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_2/index_tensor([7370, 7370])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_2/index_tensor([7370, 7370])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..542aa40ad3abcc3b7cdde6e23113c4dc6caf1a9f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_2/index_tensor([7370, 7370])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.",
+ "seed": 29006,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_2/index_7370_seed_29006_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": 3.1875,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.625,
+ "avg": 9.671875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
+ "frame_importance": [
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+ 0.3904631435871124,
+ 0.1075432226061821
+ ],
+ "credit_map": [
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+ "generated_text": "\n\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 slightly high-angle wide shot with vibrant, polished Pixar-style animation, a forward pan and downward tilt, and an underwater scene with bright sunlight filtering through turquoise water. The scene should feature a joyful coral community with rainbow-colored creatures, large expressive eyes, a waddling gait, sand displacement, and small hermit crabs among sea anemones, conveying a whimsical, communal underwater atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive color palette, but there are occasional minor artifacts and slight inconsistencies in lighting or shading that prevent a higher rating. The animation remains readable and stylistically consistent, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: vibrant underwater setting, forward camera movement, visible sand and light effects, and a colorful coral-like cast with expressive features. However, some specific details such as distinct hermit crabs and clearly defined sea anemones are not strongly realized, leaving room for improvement in exact prompt fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Movement and interactions feel plausible within the stylized underwater context, with coherent lighting and environmental cues. There are no glaring physics violations, but the stylization introduces some deviations from strict real-world physics.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.453125,
+ "MQ": 3.03125,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slightly high-angle wide shot with vibrant, polished Pixar-style animation, a forward pan and downward tilt, and an underwater scene with bright sunlight filtering through turquoise water. The scene should feature a joyful coral community with rainbow-colored creatures, large expressive eyes, a waddling gait, sand displacement, and small hermit crabs among sea anemones, conveying a whimsical, communal underwater atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive color palette, but there are occasional minor artifacts and slight inconsistencies in lighting or shading that prevent a higher rating. The animation remains readable and stylistically consistent, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: vibrant underwater setting, forward camera movement, visible sand and light effects, and a colorful coral-like cast with expressive features. However, some specific details such as distinct hermit crabs and clearly defined sea anemones are not strongly realized, leaving room for improvement in exact prompt fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Movement and interactions feel plausible within the stylized underwater context, with coherent lighting and environmental cues. There are no glaring physics violations, but the stylization introduces some deviations from strict real-world physics.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29007,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_2/index_7370_seed_29007_dp_4_rank_8_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 10.375,
+ "avg": 10.390625,
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+ "question": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.",
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+ "generated_text": "\n\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 slightly high-angle wide shot rendered in vibrant, polished Pixar-style animation that slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with a polished 3D animation aesthetic. The resolution is adequate, colors are vibrant, lighting remains consistent, and shading on characters and environment reads well. There are no major distortions or artifacts, and the scene maintains a cohesive look across frames. However, there are occasional minor texture softness and slight aliasing in some frames, which prevents a perfect top-tier score. On balance, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a vibrant underwater setting, a wide-angle composition, and a lively, colorful cast of creatures. However, certain aspects are not fully realized: the camera motion described as a slow forward pan and downward tilt is not clearly demonstrated, and the specific detail of tiny hermit crabs moving among the legs is not evident. The overall mood and color palette match the prompt, but these gaps reduce the alignment to a moderate level. Therefore, Text-to-Video Alignment is best characterized as a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible underwater physics and character behavior, with believable interactions and consistent lighting. Nevertheless, there are minor inconsistencies in scale and relative motion (e.g., size relationships between foreground creatures and background elements, and subtle mismatches in how objects interact with the sand). These small issues keep the overall physical realism at a moderate level rather than flawless. Consequently, Physical/Common-sense Consistency is rated 3.\n\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": {
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+ "TA": 3.890625,
+ "MQ": 3.34375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slightly high-angle wide shot rendered in vibrant, polished Pixar-style animation that slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with a polished 3D animation aesthetic. The resolution is adequate, colors are vibrant, lighting remains consistent, and shading on characters and environment reads well. There are no major distortions or artifacts, and the scene maintains a cohesive look across frames. However, there are occasional minor texture softness and slight aliasing in some frames, which prevents a perfect top-tier score. On balance, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a vibrant underwater setting, a wide-angle composition, and a lively, colorful cast of creatures. However, certain aspects are not fully realized: the camera motion described as a slow forward pan and downward tilt is not clearly demonstrated, and the specific detail of tiny hermit crabs moving among the legs is not evident. The overall mood and color palette match the prompt, but these gaps reduce the alignment to a moderate level. Therefore, Text-to-Video Alignment is best characterized as a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible underwater physics and character behavior, with believable interactions and consistent lighting. Nevertheless, there are minor inconsistencies in scale and relative motion (e.g., size relationships between foreground creatures and background elements, and subtle mismatches in how objects interact with the sand). These small issues keep the overall physical realism at a moderate level rather than flawless. Consequently, Physical/Common-sense Consistency is rated 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.",
+ "seed": 29008,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_2/index_7370_seed_29008_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.6875,
+ "avg": 9.65625,
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+ "question": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.",
+ "token_credit_reward": 9.6875,
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+ "generated_text": "\n\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 slightly high-angle wide shot with vibrant, polished Pixar-style animation, a forward pan and downward tilt, and an underwater scene with bright sunlight filtering through turquoise water. The scene should feature a joyful coral community with rainbow-colored creatures, large expressive eyes, a sandy seabed, and playful interactions among the corals and small creatures like hermit crabs and sea anemones.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive color palette, but there are occasional minor artifacts and slight inconsistencies in lighting or shading that prevent a higher rating. The animation style remains recognizable as stylized 3D, though it does not reach the level of professional polish implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle/underwater setting, vibrant colors, and a coral-like cast with expressive features. However, some dynamic aspects such as the exact camera motion and the precise interactions among creatures are not fully realized, leaving room for improvement toward perfect fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible underwater lighting and general movement, but certain interactions and scale relationships feel slightly off, reducing overall realism without breaking the whimsical tone.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
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+ "soft_scores": {
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+ "TA": 3.28125,
+ "MQ": 3.046875,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slightly high-angle wide shot with vibrant, polished Pixar-style animation, a forward pan and downward tilt, and an underwater scene with bright sunlight filtering through turquoise water. The scene should feature a joyful coral community with rainbow-colored creatures, large expressive eyes, a sandy seabed, and playful interactions among the corals and small creatures like hermit crabs and sea anemones.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive color palette, but there are occasional minor artifacts and slight inconsistencies in lighting or shading that prevent a higher rating. The animation style remains recognizable as stylized 3D, though it does not reach the level of professional polish implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle/underwater setting, vibrant colors, and a coral-like cast with expressive features. However, some dynamic aspects such as the exact camera motion and the precise interactions among creatures are not fully realized, leaving room for improvement toward perfect fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible underwater lighting and general movement, but certain interactions and scale relationships feel slightly off, reducing overall realism without breaking the whimsical tone.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29009,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_2/index_7370_seed_29009_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.609375,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.125,
+ "avg": 9.125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.",
+ "token_credit_reward": 9.125,
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+ "generated_text": "\n\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 slightly high-angle wide shot rendered in vibrant, polished Pixar-style animation that slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild aliasing or edge softness, occasional motion blur during faster movements, and minor texture inconsistencies on the creatures’ surfaces. While lighting remains generally stable, a few frames show slight shading variations that reduce perceived polish. In sum, the visuals are acceptable but not exceptional.\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 vibrant underwater scene with a high-angle perspective, a forward pan and downward tilt, and a bustling coral colony with expressive faces. The color palette and the general Pixar-inspired aesthetic align well with the description. However, certain details are not perfectly matched: the exact species of the tiny creatures is not clearly identifiable as hermit crabs, and the specific dynamic of “kicking up small balls of sand” is not consistently evident. Despite these minor deviations, the overall narrative intent and visual storytelling remain faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movement and interactions feel plausible within an underwater setting, and the creatures’ proportions and behaviors are coherent with the scene’s whimsical tone. There are no glaring physics violations, though some micro-dynamics (e.g., sand displacement, subtle interactions between creatures) could be refined for stronger realism. Overall, the scene maintains believable underwater dynamics without overclaiming scientific accuracy.\n\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": 2.609375,
+ "TA": 3.484375,
+ "MQ": 3.03125,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 slightly high-angle wide shot rendered in vibrant, polished Pixar-style animation that slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild aliasing or edge softness, occasional motion blur during faster movements, and minor texture inconsistencies on the creatures’ surfaces. While lighting remains generally stable, a few frames show slight shading variations that reduce perceived polish. In sum, the visuals are acceptable but not exceptional.\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 vibrant underwater scene with a high-angle perspective, a forward pan and downward tilt, and a bustling coral colony with expressive faces. The color palette and the general Pixar-inspired aesthetic align well with the description. However, certain details are not perfectly matched: the exact species of the tiny creatures is not clearly identifiable as hermit crabs, and the specific dynamic of “kicking up small balls of sand” is not consistently evident. Despite these minor deviations, the overall narrative intent and visual storytelling remain faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movement and interactions feel plausible within an underwater setting, and the creatures’ proportions and behaviors are coherent with the scene’s whimsical tone. There are no glaring physics violations, though some micro-dynamics (e.g., sand displacement, subtle interactions between creatures) could be refined for stronger realism. Overall, the scene maintains believable underwater dynamics without overclaiming scientific accuracy.\n\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/0000103/group_3/index_tensor([5503, 5503])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_3/index_tensor([5503, 5503])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..69afd1bbf595bc5141e457c927823300e172bbdd
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_3/index_tensor([5503, 5503])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "close-up shot, shot from a slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.",
+ "seed": 7079,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_3/index_5503_seed_7079_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": 2.28125,
+ "video_score2_ta": 2.890625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.25,
+ "avg": 8.21875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, shot from a slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\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 shot from a slightly overhead angle focusing on a weathered desk, with a candle in a brass candlestick providing the sole light source, long shadows, and an ancient study setting. In the background, towering bookshelves crammed with ancient tomes are visible. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand, touching a massive, dark brown leather historical tome whose cover is cracked with age. The touch should disturb the thick, gray dust on the binding, and then the heavy tome should unspool to reveal fragile, yellowed pages with curled edges. The scene should be illuminated by candlelight, with the pages driven by an invisible wind to flip quickly and continuously, forming a blurred and flowing light and shadow, conveying a mysterious, solemn, and tranquil sense of magic.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional motion blur during page-turning. Lighting remains consistent with warm candlelight, and color grading supports the atmospheric mood. There are no major distortions or artifacts, and transitions between frames are reasonably smooth. The result is acceptable but not exceptional, with room for improvement in sharpness and fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, overhead angle, desk texture, candle in a brass holder, long shadows, and the presence of a woman in a green dress interacting with a large leather-bound book. The sequence shows the book opening and pages turning, with the implied magical wind affecting the pages. While most details align well, a few nuanced aspects—such as the exact timing of dust disturbance and the depth of the magical atmosphere—are not perfectly realized, leaving minor gaps in perfect fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions feel plausible: the hand movements, the weight of the book, and the page-turning dynamics read as believable. However, there are subtle inconsistencies in how the dust moves and how the wind-driven page motion is synchronized with lighting changes, which prevent a higher level of realism. Overall, the scene maintains coherent physical behavior without obvious violations.\n\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": 2.28125,
+ "TA": 2.890625,
+ "MQ": 3.046875,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 shot from a slightly overhead angle focusing on a weathered desk, with a candle in a brass candlestick providing the sole light source, long shadows, and an ancient study setting. In the background, towering bookshelves crammed with ancient tomes are visible. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand, touching a massive, dark brown leather historical tome whose cover is cracked with age. The touch should disturb the thick, gray dust on the binding, and then the heavy tome should unspool to reveal fragile, yellowed pages with curled edges. The scene should be illuminated by candlelight, with the pages driven by an invisible wind to flip quickly and continuously, forming a blurred and flowing light and shadow, conveying a mysterious, solemn, and tranquil sense of magic.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional motion blur during page-turning. Lighting remains consistent with warm candlelight, and color grading supports the atmospheric mood. There are no major distortions or artifacts, and transitions between frames are reasonably smooth. The result is acceptable but not exceptional, with room for improvement in sharpness and fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, overhead angle, desk texture, candle in a brass holder, long shadows, and the presence of a woman in a green dress interacting with a large leather-bound book. The sequence shows the book opening and pages turning, with the implied magical wind affecting the pages. While most details align well, a few nuanced aspects—such as the exact timing of dust disturbance and the depth of the magical atmosphere—are not perfectly realized, leaving minor gaps in perfect fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions feel plausible: the hand movements, the weight of the book, and the page-turning dynamics read as believable. However, there are subtle inconsistencies in how the dust moves and how the wind-driven page motion is synchronized with lighting changes, which prevent a higher level of realism. Overall, the scene maintains coherent physical behavior without obvious violations.\n\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 slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.",
+ "seed": 7080,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_3/index_5503_seed_7080_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": 3.078125,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.0625,
+ "avg": 9.078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, shot from a slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.",
+ "token_credit_reward": 9.0625,
+ "selected_reward": 9.0625,
+ "frame_importance": [
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+ "credit_map": [
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+ "generated_text": "\n\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 shot from a slightly overhead angle focusing on a dark oak desk with a candle in a brass candlestick providing the sole light source. Long shadows cross an ancient study, with towering bookshelves in the dim light. A woman in a deep green velvet dress reaches out her slender, fair right hand to touch a massive, dark brown leather historical tome whose cover is cracked with age. The touch should disturb thick gray dust on the binding, then the heavy tome should unspool and reveal fragile yellowed pages with curled edges. In the candlelight, the pages should seem to move with an invisible wind, forming a blurred and flowing light and shadow, conveying a mysterious, solemn, and tranquil sense of magic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the candle, the leather binding, and the hand, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and the motion appears plausible, though not exceptionally smooth.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, overhead angle, dark desk, candle in a brass holder, warm flicker, long shadows, and the presence of a large aged leather book. The woman’s hand and the act of touching the book are present, and the book opens to reveal yellowed pages. Some dynamic aspects described in the prompt—such as dust disturbance, the book unwinding under its own weight, and the magical page movement—are not fully realized, but the core narrative and atmosphere align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions feel generally plausible, with believable hand movements and page-turning, and no obvious physics violations. However, certain micro-dynamics and environmental cues are underdeveloped, leaving some room for improvement in realism.\n\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": 3.078125,
+ "TA": 2.984375,
+ "MQ": 3.015625,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 shot from a slightly overhead angle focusing on a dark oak desk with a candle in a brass candlestick providing the sole light source. Long shadows cross an ancient study, with towering bookshelves in the dim light. A woman in a deep green velvet dress reaches out her slender, fair right hand to touch a massive, dark brown leather historical tome whose cover is cracked with age. The touch should disturb thick gray dust on the binding, then the heavy tome should unspool and reveal fragile yellowed pages with curled edges. In the candlelight, the pages should seem to move with an invisible wind, forming a blurred and flowing light and shadow, conveying a mysterious, solemn, and tranquil sense of magic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the candle, the leather binding, and the hand, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and the motion appears plausible, though not exceptionally smooth.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, overhead angle, dark desk, candle in a brass holder, warm flicker, long shadows, and the presence of a large aged leather book. The woman’s hand and the act of touching the book are present, and the book opens to reveal yellowed pages. Some dynamic aspects described in the prompt—such as dust disturbance, the book unwinding under its own weight, and the magical page movement—are not fully realized, but the core narrative and atmosphere align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions feel generally plausible, with believable hand movements and page-turning, and no obvious physics violations. However, certain micro-dynamics and environmental cues are underdeveloped, leaving some room for improvement in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 7081,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_3/index_5503_seed_7081_dp_7_rank_14_sample_2_slot_0.mp4",
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+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 2.734375,
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+ "video_score2_overall": 8.5,
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+ "question": "close-up shot, shot from a slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.",
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+ "generated_text": "\n\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 shot from a slightly overhead angle focusing on a dark oak desk with a candle in a brass candlestick providing the sole light source. It envisions long shadows, towering bookshelves in the background, and a woman in a deep green velvet dress reaching toward a massive leather historical tome whose pages flutter in candlelit wind. The sequence emphasizes the magical, mysterious atmosphere created by the interplay of light and shadow.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the hand, the leather book, and the candle-lit ambiance. The lighting remains consistent and the color palette supports the mood. However, there are occasional minor artifacts and slight motion blur during page-turning moments that prevent a higher rating. The sequence remains coherent and readable, but not exceptionally sharp or pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, overhead angle, dark desk, candle in a brass holder, and the presence of a large leather-bound book. The moment of the hand touching the book and the subsequent page-turning align with the described actions. Some background details such as the bookshelves are not clearly visible due to depth-of-field choices, which is a minor deviation. The magical atmosphere is conveyed through lighting and motion, supporting a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions between the hand and the book feel plausible, and the page-turning motion reads as natural. Lighting and shadows are generally coherent with the candle’s position. There are occasional small inconsistencies in timing or subtle physics cues that prevent a perfect match to real-world expectations, but nothing severely breaks plausibility.\n\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": 2.8125,
+ "TA": 2.734375,
+ "MQ": 2.96875,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 shot from a slightly overhead angle focusing on a dark oak desk with a candle in a brass candlestick providing the sole light source. It envisions long shadows, towering bookshelves in the background, and a woman in a deep green velvet dress reaching toward a massive leather historical tome whose pages flutter in candlelit wind. The sequence emphasizes the magical, mysterious atmosphere created by the interplay of light and shadow.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the hand, the leather book, and the candle-lit ambiance. The lighting remains consistent and the color palette supports the mood. However, there are occasional minor artifacts and slight motion blur during page-turning moments that prevent a higher rating. The sequence remains coherent and readable, but not exceptionally sharp or pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, overhead angle, dark desk, candle in a brass holder, and the presence of a large leather-bound book. The moment of the hand touching the book and the subsequent page-turning align with the described actions. Some background details such as the bookshelves are not clearly visible due to depth-of-field choices, which is a minor deviation. The magical atmosphere is conveyed through lighting and motion, supporting a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions between the hand and the book feel plausible, and the page-turning motion reads as natural. Lighting and shadows are generally coherent with the candle’s position. There are occasional small inconsistencies in timing or subtle physics cues that prevent a perfect match to real-world expectations, but nothing severely breaks plausibility.\n\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 slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.",
+ "seed": 7082,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_3/index_5503_seed_7082_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": 3.0625,
+ "video_score2_ta": 2.703125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.75,
+ "avg": 8.765625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, shot from a slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.",
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+ "selected_reward": 8.75,
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+ "generated_text": "\n\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 shot from a slightly overhead angle focusing on a weathered desk, with a candle in a brass candlestick providing the sole light source, casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturb the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the desk, books, and candle, with warm lighting that supports the mood. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, which prevent a higher rating. The sequence remains coherent and readable, but not exceptionally polished.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, overhead angle, desk texture, candle and candlestick, and the presence of a woman’s hand interacting with a large, aged book. The atmosphere and lighting align with the described scene. Some nuanced details such as the exact motion of dust particles or the precise dynamics of page turning are not fully realized, but the core narrative and visual cues match the prompt well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions feel plausible—hand contact with the book, the weight of the volume, and the general lighting behavior are believable. There are no glaring physics violations, though subtle timing or motion nuances could be refined to enhance realism.\n\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": 2.703125,
+ "MQ": 3.0,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 shot from a slightly overhead angle focusing on a weathered desk, with a candle in a brass candlestick providing the sole light source, casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturb the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the desk, books, and candle, with warm lighting that supports the mood. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, which prevent a higher rating. The sequence remains coherent and readable, but not exceptionally polished.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, overhead angle, desk texture, candle and candlestick, and the presence of a woman’s hand interacting with a large, aged book. The atmosphere and lighting align with the described scene. Some nuanced details such as the exact motion of dust particles or the precise dynamics of page turning are not fully realized, but the core narrative and visual cues match the prompt well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions feel plausible—hand contact with the book, the weight of the volume, and the general lighting behavior are believable. There are no glaring physics violations, though subtle timing or motion nuances could be refined to enhance realism.\n\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/0000103/group_4/index_tensor([7889, 7889])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_4/index_tensor([7889, 7889])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6074a96959b11f49d4a2f13264102d679f858f63
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_4/index_tensor([7889, 7889])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.",
+ "seed": 28270,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_4/index_7889_seed_28270_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": 1.9453125,
+ "video_score2_ta": 2.5,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 7.25,
+ "avg": 7.2421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.",
+ "token_credit_reward": 7.25,
+ "selected_reward": 7.25,
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+ "generated_text": "\n\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 fixed high-angle extreme close-up of a worn black leather double wallet tumbling across a mirrored surface on a dark, polished table, with a dramatic overhead spotlight and a black-and-white contrast. In practice, the video presents a worn wallet on a reflective surface, but several key elements are not realized: there is no strong dramatic lighting or high-contrast monochrome treatment, and the sequence does not clearly show the wallet being rotated or turned over. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some softness and minor compression artifacts. The wallet details are visible but not crisp, and color/contrast are not consistently strong across frames. The reflective surface is present but not always rendered with convincing highlights, and occasional motion blur reduces sharpness. Overall, visual quality is average (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures the basic subject and setting (a worn wallet on a reflective surface), but essential prompt elements—dramatic lighting, high-contrast monochrome rendering, and the specific motion of rotation/turning—are missing or underdeveloped. The result reflects a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible physical relationships: the wallet sits on the surface with believable shadows and reflections, and there are no obvious physics violations. However, the absence of the described dynamic movements and the lack of stronger lighting cues reduce the perceived realism of the intended scenario. Overall, physical/common-sense consistency is moderate (score 3).\n\n\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": 1.9453125,
+ "TA": 2.5,
+ "MQ": 2.796875,
+ "Overall": 7.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 fixed high-angle extreme close-up of a worn black leather double wallet tumbling across a mirrored surface on a dark, polished table, with a dramatic overhead spotlight and a black-and-white contrast. In practice, the video presents a worn wallet on a reflective surface, but several key elements are not realized: there is no strong dramatic lighting or high-contrast monochrome treatment, and the sequence does not clearly show the wallet being rotated or turned over. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some softness and minor compression artifacts. The wallet details are visible but not crisp, and color/contrast are not consistently strong across frames. The reflective surface is present but not always rendered with convincing highlights, and occasional motion blur reduces sharpness. Overall, visual quality is average (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures the basic subject and setting (a worn wallet on a reflective surface), but essential prompt elements—dramatic lighting, high-contrast monochrome rendering, and the specific motion of rotation/turning—are missing or underdeveloped. The result reflects a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible physical relationships: the wallet sits on the surface with believable shadows and reflections, and there are no obvious physics violations. However, the absence of the described dynamic movements and the lack of stronger lighting cues reduce the perceived realism of the intended scenario. Overall, physical/common-sense consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.",
+ "seed": 28271,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_4/index_7889_seed_28271_dp_8_rank_16_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.875,
+ "avg": 8.828125,
+ "reward_records": [
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+ "question": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\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 fixed high-angle extreme close-up of a worn black leather double wallet tumbling across a mirrored surface on a dark, polished table, with a dramatic overhead spotlight and a black-and-white contrast. In practice, the video presents a worn wallet on a wooden surface under warm lighting; the explicit mirrored surface and the high-contrast monochrome aesthetic are not realized. The sequence shows rotation and a turning motion, but the overall mood and dramatic lighting described in the prompt are not fully captured. Overall, the alignment to the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent clarity and consistent lighting, with visible texture on the leather. However, there are minor stability issues and slight frame-to-frame jitter that reduce perceived sharpness. No major distortions or artifacts are evident, so the overall visual quality is acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nThe video includes several elements from the prompt (worn wallet, rotation, and a turning motion). Yet key aspects are missing or underrepresented: the mirrored surface is not present, the lighting is warm rather than a harsh overhead spotlight, and the black-and-white contrast is absent. The result is a moderate level of alignment overall.\n\nPhysical/Common-sense Consistency Analysis:\nThe wallet’s rotation and placement appear physically plausible, with natural-looking motion and believable interaction with the surface. There are no obvious physics violations, though the motion could be smoother to feel more organic. Overall, physical consistency is adequate.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\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": 3.265625,
+ "TA": 2.46875,
+ "MQ": 3.09375,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 fixed high-angle extreme close-up of a worn black leather double wallet tumbling across a mirrored surface on a dark, polished table, with a dramatic overhead spotlight and a black-and-white contrast. In practice, the video presents a worn wallet on a wooden surface under warm lighting; the explicit mirrored surface and the high-contrast monochrome aesthetic are not realized. The sequence shows rotation and a turning motion, but the overall mood and dramatic lighting described in the prompt are not fully captured. Overall, the alignment to the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent clarity and consistent lighting, with visible texture on the leather. However, there are minor stability issues and slight frame-to-frame jitter that reduce perceived sharpness. No major distortions or artifacts are evident, so the overall visual quality is acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nThe video includes several elements from the prompt (worn wallet, rotation, and a turning motion). Yet key aspects are missing or underrepresented: the mirrored surface is not present, the lighting is warm rather than a harsh overhead spotlight, and the black-and-white contrast is absent. The result is a moderate level of alignment overall.\n\nPhysical/Common-sense Consistency Analysis:\nThe wallet’s rotation and placement appear physically plausible, with natural-looking motion and believable interaction with the surface. There are no obvious physics violations, though the motion could be smoother to feel more organic. Overall, physical consistency is adequate.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.",
+ "seed": 28272,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_4/index_7889_seed_28272_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.9375,
+ "avg": 8.90625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\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 fixed high-angle extreme close-up of a worn black leather double wallet tumbling across a mirrored surface on a dark, polished table, captured in mesmerizing slow motion. The scene features a harsh overhead spotlight, dramatic shadows, and a black-and-white contrast that emphasizes texture and wear. The wallet's age is conveyed through visible grain, scratches, and subtle patina, while the motion is intended to be weighty and graceful, revealing the unadorned fabric interior at times.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations: occasional softness and minor compression artifacts reduce sharpness; color grading is not consistently strong, and some frames exhibit slight noise or bloom under the spotlight. The sequence remains coherent and the motion appears smooth enough, yet it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a high-angle close-up, a worn wallet, a reflective surface, and a dark setting with dramatic lighting. However, certain aspects are not fully realized: the wallet does not clearly appear as a true double wallet, the rotation and turning described in the prompt are not convincingly depicted, and the overall motion does not convincingly convey the intended weighty, graceful dynamics. The result is a partial alignment where core ideas are present but specific details are underrepresented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics—objects interact with the surface and lighting behaves plausibly. Yet there are subtle inconsistencies: the wallet's orientation changes are not always physically grounded, and the interaction with the mirror/reflection lacks perfect coherence. No major physics violations are evident, but the overall realism is tempered by these small mismatches.\n\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": 3.109375,
+ "TA": 2.875,
+ "MQ": 2.921875,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 fixed high-angle extreme close-up of a worn black leather double wallet tumbling across a mirrored surface on a dark, polished table, captured in mesmerizing slow motion. The scene features a harsh overhead spotlight, dramatic shadows, and a black-and-white contrast that emphasizes texture and wear. The wallet's age is conveyed through visible grain, scratches, and subtle patina, while the motion is intended to be weighty and graceful, revealing the unadorned fabric interior at times.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations: occasional softness and minor compression artifacts reduce sharpness; color grading is not consistently strong, and some frames exhibit slight noise or bloom under the spotlight. The sequence remains coherent and the motion appears smooth enough, yet it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a high-angle close-up, a worn wallet, a reflective surface, and a dark setting with dramatic lighting. However, certain aspects are not fully realized: the wallet does not clearly appear as a true double wallet, the rotation and turning described in the prompt are not convincingly depicted, and the overall motion does not convincingly convey the intended weighty, graceful dynamics. The result is a partial alignment where core ideas are present but specific details are underrepresented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics—objects interact with the surface and lighting behaves plausibly. Yet there are subtle inconsistencies: the wallet's orientation changes are not always physically grounded, and the interaction with the mirror/reflection lacks perfect coherence. No major physics violations are evident, but the overall realism is tempered by these small mismatches.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.",
+ "seed": 28273,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_4/index_7889_seed_28273_dp_9_rank_18_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
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+ "question": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ 0.0005207831272855401,
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+ ],
+ "credit_map_shape": [
+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 2,
+ 1,
+ 0
+ ],
+ "generated_text": "\n\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 fixed high-angle extreme close-up of a worn black leather double wallet tumbling across a mirrored surface on a dark, polished table, with a dramatic overhead spotlight and a black-and-white contrast. In practice, the video presents a static close-up of a worn wallet on a wooden surface under warm lighting; the dynamic elements (tumbling, rotation, and the dramatic lighting) are not realized. The alignment to the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show reasonable sharpness and detail in the wallet’s leather texture and stitching, but there are occasional soft areas and minor noise that prevent a higher-fidelity look. Lighting is warm and relatively even, with no strong directional highlights or shadows that would elevate the scene. The sequence remains stable without obvious distortions, though it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment to the prompt is moderate (score 3). The video captures some aspects of the prompt—close-up framing and a worn wallet—but misses key dynamic elements such as the wallet tumbling, rotation, and the dramatic overhead lighting. The result reflects partial fidelity to the described scene rather than full alignment.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The wallet sits naturally on the surface with plausible shadows and proportions, and there are no obvious physics violations. However, the lack of motion and interaction reduces the perceived realism of the described scenario, keeping overall consistency at a middle level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 2.984375,
+ "TA": 2.109375,
+ "MQ": 3.171875,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 fixed high-angle extreme close-up of a worn black leather double wallet tumbling across a mirrored surface on a dark, polished table, with a dramatic overhead spotlight and a black-and-white contrast. In practice, the video presents a static close-up of a worn wallet on a wooden surface under warm lighting; the dynamic elements (tumbling, rotation, and the dramatic lighting) are not realized. The alignment to the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show reasonable sharpness and detail in the wallet’s leather texture and stitching, but there are occasional soft areas and minor noise that prevent a higher-fidelity look. Lighting is warm and relatively even, with no strong directional highlights or shadows that would elevate the scene. The sequence remains stable without obvious distortions, though it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment to the prompt is moderate (score 3). The video captures some aspects of the prompt—close-up framing and a worn wallet—but misses key dynamic elements such as the wallet tumbling, rotation, and the dramatic overhead lighting. The result reflects partial fidelity to the described scene rather than full alignment.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The wallet sits naturally on the surface with plausible shadows and proportions, and there are no obvious physics violations. However, the lack of motion and interaction reduces the perceived realism of the described scenario, keeping overall consistency at a middle level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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/0000103/group_5/index_tensor([1874, 1874])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_5/index_tensor([1874, 1874])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..54be7e91562c357a6136451750ffba65082cb972
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_5/index_tensor([1874, 1874])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.",
+ "seed": 3051,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_5/index_1874_seed_3051_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 4.09375,
+ "video_score2_ta": 2.15625,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.",
+ "token_credit_reward": 10.3125,
+ "selected_reward": 10.3125,
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+ "generated_text": "\n\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 a slowly advancing camera tilted upward, moving through a misty pond at dawn, revealing a lush bamboo frog on a broad lily pad. The frog is depicted as smooth-skinned, with large amber eyes, standing gracefully on the leaf, with droplets and a dreamy, tranquil atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The frog remains clearly visible with good detail, and the depth-of-field effect yields a convincing background blur. Lighting is soft and diffused, consistent with a morning setting, and color grading produces a gentle, painterly mood. There are no obvious distortions or artifacts, and the sequence appears stable with minimal motion jitter. While the imagery is coherent and aesthetically pleasing, it does not reach the highest possible realism or ultra-fine texture in every frame. Overall, Visual Quality is strong but not perfect (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt—frog on a lily pad, soft morning lighting, and a dreamy atmosphere. However, some aspects are not fully realized: the camera movement described as slowly advancing and tilted upward is not clearly demonstrated across the sequence, and the misty pond and bamboo details are not consistently evident. The alignment is moderate rather than complete, reflecting partial fulfillment of the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the frog’s positioning on the leaf, the distribution of droplets, and the interaction between light and water read as believable. There are no glaring inconsistencies in anatomy or environmental dynamics. Some minor deviations in fine-grained texture or micro-interactions exist, but they do not undermine overall realism. Overall, Physical/Common-sense Consistency is solid (score 4).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 4.09375,
+ "TA": 2.15625,
+ "MQ": 4.0625,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 a slowly advancing camera tilted upward, moving through a misty pond at dawn, revealing a lush bamboo frog on a broad lily pad. The frog is depicted as smooth-skinned, with large amber eyes, standing gracefully on the leaf, with droplets and a dreamy, tranquil atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The frog remains clearly visible with good detail, and the depth-of-field effect yields a convincing background blur. Lighting is soft and diffused, consistent with a morning setting, and color grading produces a gentle, painterly mood. There are no obvious distortions or artifacts, and the sequence appears stable with minimal motion jitter. While the imagery is coherent and aesthetically pleasing, it does not reach the highest possible realism or ultra-fine texture in every frame. Overall, Visual Quality is strong but not perfect (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt—frog on a lily pad, soft morning lighting, and a dreamy atmosphere. However, some aspects are not fully realized: the camera movement described as slowly advancing and tilted upward is not clearly demonstrated across the sequence, and the misty pond and bamboo details are not consistently evident. The alignment is moderate rather than complete, reflecting partial fulfillment of the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the frog’s positioning on the leaf, the distribution of droplets, and the interaction between light and water read as believable. There are no glaring inconsistencies in anatomy or environmental dynamics. Some minor deviations in fine-grained texture or micro-interactions exist, but they do not undermine overall realism. Overall, Physical/Common-sense Consistency is solid (score 4).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.",
+ "seed": 3052,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_5/index_1874_seed_3052_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.8125,
+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 9.5,
+ "avg": 9.484375,
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+ "question": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\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 a slowly advancing camera tilted upward, moving through a misty pond at dawn, revealing a lush bamboo frog on a broad lily pad. The frog is depicted as smooth-skinned, with large amber eyes, standing gracefully on the leaf, with water droplets and a dreamy, tranquil atmosphere. In the video, several elements align (the frog on a lily pad, the general color palette, and the presence of water droplets), but key aspects of the prompt are not realized: there is no visible bamboo texture on the frog, the camera motion is largely static rather than a slow traverse, and the misty, atmospheric mood is not convincingly conveyed. Overall, the alignment with the prompt is moderate.\n\nVisual Quality Analysis:\nThe frames show decent clarity and natural lighting, with the frog and lily pad clearly discernible and water droplets present. However, the sequence exhibits limited temporal variation and minimal camera movement, giving a largely static impression. There are no obvious distortions or artifacts, but the overall visual dynamism is modest. This yields a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nElements such as the frog on a lily pad and the presence of water droplets are captured, but crucial prompt details are missing or underrepresented: the bamboo texture on the frog is not evident, the camera movement is not a slow traversal, and the misty, atmospheric mood is not convincingly rendered. The alignment is therefore moderate.\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible anatomy and environmental interactions; the frog’s positioning on the leaf and the droplet behavior appear believable. The lack of motion and atmospheric depth reduces realism somewhat, but there are no glaring physical inconsistencies. Overall, physical/common-sense consistency remains moderate.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 3.8125,
+ "TA": 2.359375,
+ "MQ": 3.3125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 a slowly advancing camera tilted upward, moving through a misty pond at dawn, revealing a lush bamboo frog on a broad lily pad. The frog is depicted as smooth-skinned, with large amber eyes, standing gracefully on the leaf, with water droplets and a dreamy, tranquil atmosphere. In the video, several elements align (the frog on a lily pad, the general color palette, and the presence of water droplets), but key aspects of the prompt are not realized: there is no visible bamboo texture on the frog, the camera motion is largely static rather than a slow traverse, and the misty, atmospheric mood is not convincingly conveyed. Overall, the alignment with the prompt is moderate.\n\nVisual Quality Analysis:\nThe frames show decent clarity and natural lighting, with the frog and lily pad clearly discernible and water droplets present. However, the sequence exhibits limited temporal variation and minimal camera movement, giving a largely static impression. There are no obvious distortions or artifacts, but the overall visual dynamism is modest. This yields a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nElements such as the frog on a lily pad and the presence of water droplets are captured, but crucial prompt details are missing or underrepresented: the bamboo texture on the frog is not evident, the camera movement is not a slow traversal, and the misty, atmospheric mood is not convincingly rendered. The alignment is therefore moderate.\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible anatomy and environmental interactions; the frog’s positioning on the leaf and the droplet behavior appear believable. The lack of motion and atmospheric depth reduces realism somewhat, but there are no glaring physical inconsistencies. Overall, physical/common-sense consistency remains moderate.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.",
+ "seed": 3053,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_5/index_1874_seed_3053_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_ta": 2.484375,
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+ "video_score2_overall": 9.625,
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+ "question": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.",
+ "token_credit_reward": 9.625,
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+ "generated_text": "\n\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 a slowly advancing camera tilted upward, moving through a misty pond at dawn, revealing a lush bamboo frog on a broad lily pad. The frog is depicted as smooth-skinned, with large amber eyes, standing gracefully with slender limbs gripping the leaf, and a tranquil demeanor. The background should be heavily blurred with soft pink, lavender, and pale yellow tones, and light filtering through the mist to create a dreamy, poetic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional softness and minor artifacts that prevent a high-fidelity look. The frog remains reasonably clear and the depth-of-field effect is present, yet some frames exhibit slight inconsistencies in lighting or texture that reduce overall polish. The sequence appears stable with no major distortions, but it does not reach the level of pristine realism implied by a higher score.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a slowly advancing camera, a tilted upward angle, a misty pond setting, and a prominently featured frog on a lily pad. The color palette and the dreamy lighting align with the described atmosphere. A few minor deviations exist (e.g., exact limb positioning or subtle environmental details), but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the frog’s stance on the leaf, the interaction between water, mist, and lighting, and the depth cues feel coherent. However, there are small inconsistencies in micro-dynamics or lighting interactions that prevent a higher level of realism, though nothing breaks the overall believability.\n\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": 3.671875,
+ "TA": 2.484375,
+ "MQ": 3.4375,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 a slowly advancing camera tilted upward, moving through a misty pond at dawn, revealing a lush bamboo frog on a broad lily pad. The frog is depicted as smooth-skinned, with large amber eyes, standing gracefully with slender limbs gripping the leaf, and a tranquil demeanor. The background should be heavily blurred with soft pink, lavender, and pale yellow tones, and light filtering through the mist to create a dreamy, poetic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional softness and minor artifacts that prevent a high-fidelity look. The frog remains reasonably clear and the depth-of-field effect is present, yet some frames exhibit slight inconsistencies in lighting or texture that reduce overall polish. The sequence appears stable with no major distortions, but it does not reach the level of pristine realism implied by a higher score.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a slowly advancing camera, a tilted upward angle, a misty pond setting, and a prominently featured frog on a lily pad. The color palette and the dreamy lighting align with the described atmosphere. A few minor deviations exist (e.g., exact limb positioning or subtle environmental details), but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the frog’s stance on the leaf, the interaction between water, mist, and lighting, and the depth cues feel coherent. However, there are small inconsistencies in micro-dynamics or lighting interactions that prevent a higher level of realism, though nothing breaks the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.",
+ "seed": 3054,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_5/index_1874_seed_3054_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.84375,
+ "video_score2_ta": 2.625,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 10.4375,
+ "avg": 10.421875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.",
+ "token_credit_reward": 10.4375,
+ "selected_reward": 10.4375,
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+ "generated_text": "\n\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 a slowly advancing camera tilted upward, moving through a misty pond at dawn, revealing a lush bamboo frog centered on a broad lily pad. The frog is depicted with smooth, moist skin, large amber eyes, slender limbs, and suction-cup toes, set against a dreamy, impressionistic background with soft colors and gentle light.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain solid clarity and color fidelity. The frog remains well defined with good detail in the eyes and skin texture, and the lily pad surface shows convincing water effects. The background blur and depth cues support a cohesive composition, and lighting remains consistent with a soft, diffused feel. There are no obvious distortions or artifacts, and motion appears smooth. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt, including the presence of a frog on a lily pad and a gentle, impressionistic mood. However, certain aspects are not fully realized: the exact camera movement described (a slow, upward tilt) is not clearly demonstrated, and the scene does not convincingly convey the misty, dawn atmosphere or the specific color palette implied by the prompt. The alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the frog’s positioning on the lily pad, the interaction between water and the leaf, and the general lighting dynamics are coherent. Some minor inconsistencies exist in fine-grained details (e.g., subtle eye rendering or micro-motions), but they do not break overall realism. This yields a high but not perfect score, i.e., 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.84375,
+ "TA": 2.625,
+ "MQ": 3.953125,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 a slowly advancing camera tilted upward, moving through a misty pond at dawn, revealing a lush bamboo frog centered on a broad lily pad. The frog is depicted with smooth, moist skin, large amber eyes, slender limbs, and suction-cup toes, set against a dreamy, impressionistic background with soft colors and gentle light.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain solid clarity and color fidelity. The frog remains well defined with good detail in the eyes and skin texture, and the lily pad surface shows convincing water effects. The background blur and depth cues support a cohesive composition, and lighting remains consistent with a soft, diffused feel. There are no obvious distortions or artifacts, and motion appears smooth. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt, including the presence of a frog on a lily pad and a gentle, impressionistic mood. However, certain aspects are not fully realized: the exact camera movement described (a slow, upward tilt) is not clearly demonstrated, and the scene does not convincingly convey the misty, dawn atmosphere or the specific color palette implied by the prompt. The alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the frog’s positioning on the lily pad, the interaction between water and the leaf, and the general lighting dynamics are coherent. Some minor inconsistencies exist in fine-grained details (e.g., subtle eye rendering or micro-motions), but they do not break overall realism. This yields a high but not perfect score, i.e., 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_6/index_tensor([9395, 9395])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_6/index_tensor([9395, 9395])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..66dc818170dccc35ee25ed418b5d8bdb3216b792
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_6/index_tensor([9395, 9395])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 9103,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_6/index_9395_seed_9103_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
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+ "video_score2_vq": 3.5625,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 11.3125,
+ "avg": 11.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Emulating the style of Robert Capa's cinematography, the film captures a powerful, static close-up in high-contrast black and white, imbued with a harsh, grainy film texture. The camera focuses sharply on the face of a middle-aged criminal psychologist, his dark hair meticulously cropped short, with strands of silver adorning the temples. Cast by a hard, sidelight, every wrinkle and texture on his face is dramatically magnified, his deep eye sockets and furrowed brow standing out against the heavy shadows. In his right hand, he clutches a crucial piece of evidence—a slightly wrinkled piece of paper. His knuckles are white from excessive pressure, and veins bulge on the back of his hand. However, the camera's focus is entirely on his resolute eyes, their pupils slightly constricted in the bright light, a glint of intense concentration, analytical calm, and a sharp glint poised to penetrate the truth. He wears a dark wool suit jacket, the collar edge reflecting a harsh highlight. The background is processed into a blurred patchwork of light and shadow in an extremely shallow depth of field, and only a corner of a study piled with files can be vaguely identified. This treatment directs all visual focus to the fierce storm in his heart, creating an atmosphere of extreme tension, concentration and full of intellectual gaming.",
+ "token_credit_reward": 11.3125,
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+ "generated_text": "\n\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 black-and-white, high-contrast cinematic piece featuring a middle-aged professional with a tense demeanor, a dramatic close-up, and a carefully composed frame that emphasizes the subject's eyes and the object in hand. The description includes a slightly wrinkled piece of paper, a dark wool suit jacket, a shallow depth of field, and a background suggesting a study or office environment. The overall intent is to convey a moment of intense concentration and potential revelation.\n\nVisual Quality Assessment:\nThe video presents a convincing black-and-white aesthetic with strong contrast and a deliberate grain texture, and the framing remains a tight close-up as described. The subject’s face and the hand/object are generally clear, and lighting supports the dramatic look. However, there are minor inconsistencies across frames (slight variations in hand position and subtle shifts in facial features) that prevent a flawless, perfectly stable presentation. Overall, Visual Quality is solid but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: black-and-white styling, high-contrast treatment, a sharp focus on the face, and a close-up composition. The presence of a hand/object and the general mood aligns well with the description. Some specifics—such as the exact appearance of the paper and the precise depth-of-field treatment—are not perfectly matched, but these deviations do not substantially detract from the overall alignment. The alignment is strong and consistent with a score of 4.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible human proportions and believable interaction with the object, with lighting and shadows supporting realism. There are minor frame-to-frame variations in hand positioning and subtle facial feature shifts, which introduce slight perceptual instability but do not break the overall coherence. These small inconsistencies keep Physical Consistency at a solid level, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\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": 3.5625,
+ "TA": 3.796875,
+ "MQ": 3.953125,
+ "Overall": 11.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 black-and-white, high-contrast cinematic piece featuring a middle-aged professional with a tense demeanor, a dramatic close-up, and a carefully composed frame that emphasizes the subject's eyes and the object in hand. The description includes a slightly wrinkled piece of paper, a dark wool suit jacket, a shallow depth of field, and a background suggesting a study or office environment. The overall intent is to convey a moment of intense concentration and potential revelation.\n\nVisual Quality Assessment:\nThe video presents a convincing black-and-white aesthetic with strong contrast and a deliberate grain texture, and the framing remains a tight close-up as described. The subject’s face and the hand/object are generally clear, and lighting supports the dramatic look. However, there are minor inconsistencies across frames (slight variations in hand position and subtle shifts in facial features) that prevent a flawless, perfectly stable presentation. Overall, Visual Quality is solid but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: black-and-white styling, high-contrast treatment, a sharp focus on the face, and a close-up composition. The presence of a hand/object and the general mood aligns well with the description. Some specifics—such as the exact appearance of the paper and the precise depth-of-field treatment—are not perfectly matched, but these deviations do not substantially detract from the overall alignment. The alignment is strong and consistent with a score of 4.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible human proportions and believable interaction with the object, with lighting and shadows supporting realism. There are minor frame-to-frame variations in hand positioning and subtle facial feature shifts, which introduce slight perceptual instability but do not break the overall coherence. These small inconsistencies keep Physical Consistency at a solid level, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 9104,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_6/index_9395_seed_9104_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "token_credit_reward": 9.25,
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+ "generated_text": "\n\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 high-contrast black-and-white, high-intensity close-up of a middle-aged professional, with a clearly defined subject and a dramatic, almost cinematic lighting setup that emphasizes facial features and a held object. The description includes a textured, grainy film look and a shallow depth-of-field background, contributing to a tense, analytical mood. While the visuals capture several of these elements, the overall execution does not fully realize the intensity or specificity implied by the prompt.\n\nVisual Quality Analysis:\nThe video adopts a black-and-white aesthetic with strong contrast and a deliberate grain texture, which aligns with parts of the prompt. However, there are noticeable issues that temper the overall quality: occasional softness in facial details, minor inconsistencies in hand positioning, and some frame-to-frame instability. The background blur is present but not perfectly consistent across shots, and a few frames show slight distortions around the hand and paper. Overall, the visual quality is moderate rather than exemplary.\n\nText-to-Video Alignment Analysis:\nThe video partially satisfies the prompt requirements: the monochrome treatment, close framing, and the presence of a hand holding a paper are evident. Yet key aspects—specifically the exact attire (dark wool suit jacket), the precise facial expression and demeanor, and the intensity of the gaze—are not consistently realized. The alignment is acceptable but not strong, reflecting a moderate level of fidelity to the original description.\n\nPhysical Consistency / Common-sense:\nThere are subtle inconsistencies in anatomy and interaction (e.g., finger placement and hand-paper contact) that reduce realism. Lighting and shading are generally coherent, but the combination of minor pose and contact irregularities lowers the perceived physical plausibility. Overall, common-sense consistency remains at a moderate level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.25,
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+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-contrast black-and-white, high-intensity close-up of a middle-aged professional, with a clearly defined subject and a dramatic, almost cinematic lighting setup that emphasizes facial features and a held object. The description includes a textured, grainy film look and a shallow depth-of-field background, contributing to a tense, analytical mood. While the visuals capture several of these elements, the overall execution does not fully realize the intensity or specificity implied by the prompt.\n\nVisual Quality Analysis:\nThe video adopts a black-and-white aesthetic with strong contrast and a deliberate grain texture, which aligns with parts of the prompt. However, there are noticeable issues that temper the overall quality: occasional softness in facial details, minor inconsistencies in hand positioning, and some frame-to-frame instability. The background blur is present but not perfectly consistent across shots, and a few frames show slight distortions around the hand and paper. Overall, the visual quality is moderate rather than exemplary.\n\nText-to-Video Alignment Analysis:\nThe video partially satisfies the prompt requirements: the monochrome treatment, close framing, and the presence of a hand holding a paper are evident. Yet key aspects—specifically the exact attire (dark wool suit jacket), the precise facial expression and demeanor, and the intensity of the gaze—are not consistently realized. The alignment is acceptable but not strong, reflecting a moderate level of fidelity to the original description.\n\nPhysical Consistency / Common-sense:\nThere are subtle inconsistencies in anatomy and interaction (e.g., finger placement and hand-paper contact) that reduce realism. Lighting and shading are generally coherent, but the combination of minor pose and contact irregularities lowers the perceived physical plausibility. Overall, common-sense consistency remains at a moderate level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Emulating the style of Robert Capa's cinematography, the film captures a powerful, static close-up in high-contrast black and white, imbued with a harsh, grainy film texture. The camera focuses sharply on the face of a middle-aged criminal psychologist, his dark hair meticulously cropped short, with strands of silver adorning the temples. Cast by a hard, sidelight, every wrinkle and texture on his face is dramatically magnified, his deep eye sockets and furrowed brow standing out against the heavy shadows. In his right hand, he clutches a crucial piece of evidence—a slightly wrinkled piece of paper. His knuckles are white from excessive pressure, and veins bulge on the back of his hand. However, the camera's focus is entirely on his resolute eyes, their pupils slightly constricted in the bright light, a glint of intense concentration, analytical calm, and a sharp glint poised to penetrate the truth. He wears a dark wool suit jacket, the collar edge reflecting a harsh highlight. The background is processed into a blurred patchwork of light and shadow in an extremely shallow depth of field, and only a corner of a study piled with files can be vaguely identified. This treatment directs all visual focus to the fierce storm in his heart, creating an atmosphere of extreme tension, concentration and full of intellectual gaming.",
+ "seed": 9105,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_6/index_9395_seed_9105_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 3.765625,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 11.0625,
+ "avg": 11.046875,
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+ "question": "Emulating the style of Robert Capa's cinematography, the film captures a powerful, static close-up in high-contrast black and white, imbued with a harsh, grainy film texture. The camera focuses sharply on the face of a middle-aged criminal psychologist, his dark hair meticulously cropped short, with strands of silver adorning the temples. Cast by a hard, sidelight, every wrinkle and texture on his face is dramatically magnified, his deep eye sockets and furrowed brow standing out against the heavy shadows. In his right hand, he clutches a crucial piece of evidence—a slightly wrinkled piece of paper. His knuckles are white from excessive pressure, and veins bulge on the back of his hand. However, the camera's focus is entirely on his resolute eyes, their pupils slightly constricted in the bright light, a glint of intense concentration, analytical calm, and a sharp glint poised to penetrate the truth. He wears a dark wool suit jacket, the collar edge reflecting a harsh highlight. The background is processed into a blurred patchwork of light and shadow in an extremely shallow depth of field, and only a corner of a study piled with files can be vaguely identified. This treatment directs all visual focus to the fierce storm in his heart, creating an atmosphere of extreme tension, concentration and full of intellectual gaming.",
+ "token_credit_reward": 11.0625,
+ "selected_reward": 11.0625,
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+ "generated_text": "\n\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 cinematic scene with a middle-aged man in a dark suit, a high-contrast black-and-white aesthetic, and a close-up that emphasizes a tense, analytical mood. The description includes a paper prop, dramatic lighting, and a shallow depth of field, with a background that hints at a cluttered workspace. The overall intent is to convey a moment of intense concentration and psychological tension.\n\nVisual Quality Assessment:\nThe video presents a strong black-and-white look with high contrast and a deliberate grain texture, and the framing remains a tight close-up as described. However, there are noticeable issues that temper perfection: occasional softness or minor motion blur, slight color fringing in some frames, and minor inconsistencies in sharpness across the sequence. These factors keep the visual quality solid but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: the monochrome, high-contrast aesthetic; the close-up focus on the face; the presence of a paper prop; the dramatic lighting; and the shallow depth of field with a blurred background. The background detail is present but not distracting, and the overall composition supports the intended mood. While most aspects align well, a few minor deviations (e.g., slight variation in the exact appearance of the paper or the precise background texture) prevent a perfect match. Overall alignment is strong, consistent with a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent physical relationships: the subject’s posture, grip on the paper, and lighting/shadows behave plausibly within the frame. There are no obvious violations of physics or anatomy, though very subtle cues could be refined to enhance realism. Taken together, the video demonstrates solid physical consistency, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ },
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+ "TA": 3.765625,
+ "MQ": 3.953125,
+ "Overall": 11.0625
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\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 cinematic scene with a middle-aged man in a dark suit, a high-contrast black-and-white aesthetic, and a close-up that emphasizes a tense, analytical mood. The description includes a paper prop, dramatic lighting, and a shallow depth of field, with a background that hints at a cluttered workspace. The overall intent is to convey a moment of intense concentration and psychological tension.\n\nVisual Quality Assessment:\nThe video presents a strong black-and-white look with high contrast and a deliberate grain texture, and the framing remains a tight close-up as described. However, there are noticeable issues that temper perfection: occasional softness or minor motion blur, slight color fringing in some frames, and minor inconsistencies in sharpness across the sequence. These factors keep the visual quality solid but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: the monochrome, high-contrast aesthetic; the close-up focus on the face; the presence of a paper prop; the dramatic lighting; and the shallow depth of field with a blurred background. The background detail is present but not distracting, and the overall composition supports the intended mood. While most aspects align well, a few minor deviations (e.g., slight variation in the exact appearance of the paper or the precise background texture) prevent a perfect match. Overall alignment is strong, consistent with a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent physical relationships: the subject’s posture, grip on the paper, and lighting/shadows behave plausibly within the frame. There are no obvious violations of physics or anatomy, though very subtle cues could be refined to enhance realism. Taken together, the video demonstrates solid physical consistency, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
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+ "seed": 9106,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_6/index_9395_seed_9106_dp_13_rank_26_sample_3_slot_1.mp4",
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+ "token_credit_reward": 10.8125,
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+ "generated_text": "\n\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 high-contrast black-and-white, high-intensity close-up of a middle-aged male figure resembling a professional observer, with a carefully styled appearance and a tense, analytical mood. The scene includes a visible document in the hand and a shallow depth-of-field background that hints at a cluttered workspace. The overall intent is to convey a moment of focused scrutiny and psychological tension.\n\nVisual Quality Assessment:\nThe video presents a strong black-and-white aesthetic with pronounced contrast and a deliberate grain texture, which aligns with the requested look. The subject remains clearly defined and the framing stays tight across the sequence, contributing to a cohesive visual language. While there are no obvious artifacts or distortions, the overall polish is not perfect, leaving room for minor imperfections typical of stylized production. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt’s core elements: black-and-white presentation, high-contrast lighting, a close-up emphasis, and a middle-aged male figure with a serious demeanor. A key discrepancy is the absence of the described document in the hand, which weakens fidelity to the prompt. Aside from this missing prop, other aspects—appearance, mood, and composition—are well aligned. Overall alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human proportions, lighting, and spatial relationships, with no evident anatomical or physical inconsistencies. The missing document is a narrative mismatch rather than a physical implausibility, so overall physical consistency remains acceptable (score 3).\n\n\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": 3.421875,
+ "TA": 3.609375,
+ "MQ": 3.78125,
+ "Overall": 10.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 high-contrast black-and-white, high-intensity close-up of a middle-aged male figure resembling a professional observer, with a carefully styled appearance and a tense, analytical mood. The scene includes a visible document in the hand and a shallow depth-of-field background that hints at a cluttered workspace. The overall intent is to convey a moment of focused scrutiny and psychological tension.\n\nVisual Quality Assessment:\nThe video presents a strong black-and-white aesthetic with pronounced contrast and a deliberate grain texture, which aligns with the requested look. The subject remains clearly defined and the framing stays tight across the sequence, contributing to a cohesive visual language. While there are no obvious artifacts or distortions, the overall polish is not perfect, leaving room for minor imperfections typical of stylized production. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt’s core elements: black-and-white presentation, high-contrast lighting, a close-up emphasis, and a middle-aged male figure with a serious demeanor. A key discrepancy is the absence of the described document in the hand, which weakens fidelity to the prompt. Aside from this missing prop, other aspects—appearance, mood, and composition—are well aligned. Overall alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human proportions, lighting, and spatial relationships, with no evident anatomical or physical inconsistencies. The missing document is a narrative mismatch rather than a physical implausibility, so overall physical consistency remains acceptable (score 3).\n\n\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/0000103/group_7/index_tensor([1878, 1878])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_7/index_tensor([1878, 1878])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9efdf5779455c1fde728b58b453ba68e740d38d7
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_7/index_tensor([1878, 1878])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a scene rendered in a realistic style, the camera begins in a medium shot, slightly looking up, and slowly but steadily advances. Against the backdrop of a stormy night sky, swirling inky clouds, a jagged, blinding white lightning suddenly and without warning rips through the sky, its furious energy causing the very air to vibrate. This instantaneous burst of cold, almost blinding light, like a stage spotlight, instantly dispels the darkness and precisely outlines the unwavering figure of a white-haired elderly woman—Miyamizu Kazuha. Her silver hair is meticulously tied back in a traditional bun. The lightning casts sharp shadows on her deep wrinkles, each line seemingly etched with the wisdom and resilience of age. She wears a traditional, rich, deep indigo kimono, neatly lapped and tightly tied with a sash at the waist. As the camera slowly zooms in, its focus completely on her resolute face. Faced with this devastating force, her eyes show no fear or avoidance, but instead widen, their clear pupils fully reflecting the fleeting branch-like forms of the lightning. Her lips are pursed, her jawline tense, and her entire facial expression blends a solemnity and unyielding determination, as if in dialogue with the might of nature. This creates a grand and tense atmosphere, akin to the peak of human spiritual strength before an apocalyptic scene.",
+ "seed": 29539,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_7/index_1878_seed_29539_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": 3.203125,
+ "video_score2_ta": 2.421875,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.625,
+ "avg": 8.609375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a scene rendered in a realistic style, the camera begins in a medium shot, slightly looking up, and slowly but steadily advances. Against the backdrop of a stormy night sky, swirling inky clouds, a jagged, blinding white lightning suddenly and without warning rips through the sky, its furious energy causing the very air to vibrate. This instantaneous burst of cold, almost blinding light, like a stage spotlight, instantly dispels the darkness and precisely outlines the unwavering figure of a white-haired elderly woman—Miyamizu Kazuha. Her silver hair is meticulously tied back in a traditional bun. The lightning casts sharp shadows on her deep wrinkles, each line seemingly etched with the wisdom and resilience of age. She wears a traditional, rich, deep indigo kimono, neatly lapped and tightly tied with a sash at the waist. As the camera slowly zooms in, its focus completely on her resolute face. Faced with this devastating force, her eyes show no fear or avoidance, but instead widen, their clear pupils fully reflecting the fleeting branch-like forms of the lightning. Her lips are pursed, her jawline tense, and her entire facial expression blends a solemnity and unyielding determination, as if in dialogue with the might of nature. This creates a grand and tense atmosphere, akin to the peak of human spiritual strength before an apocalyptic scene.",
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+ "generated_text": "\n\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 scene where a camera begins in a medium shot, slightly looking up, then slowly advances against a stormy night sky with swirling inky clouds. A jagged, blinding white lightning rips through the sky, casting sharp shadows on the face of a white-haired elderly woman named Miyamizu Kazuha. She has silver hair tied back in a traditional bun, wearing a deep indigo kimono with a sash. The camera zooms in on her resolute face, showing no fear as she faces the lightning, with a tense expression that blends solemnity and determination.\n\nVisual Quality Assessment:\nThe video adopts an anime/cartoon aesthetic rather than photorealism. The rendering is clean with consistent character design and stable lighting effects. The storm background and lightning are present and readable, and the character remains clearly visible across frames. However, the overall fidelity is moderate due to stylization and limited texture detail, which reduces perceived realism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the video. The work does not deliver photorealism; it relies on animation, which diverges from the requested realistic style. While some elements align — such as the stormy setting, the presence of lightning, and the white-haired elderly appearance — key aspects of the prompt are not realized. The camera movement described (medium shot, slight upward angle, slow zoom) is not convincingly depicted, and the depiction of Miyamizu Kazuha’s exact features and pose does not faithfully reproduce the prompt. Consequently, Text-to-Video Alignment is limited (score 2).\n\nPhysical/Common-sense Consistency:\nWithin the anime aesthetic, internal coherence is maintained: the character’s proportions, clothing, and interaction with the storm are plausible within the genre’s conventions. The scene adheres to its own visual logic, even though it deviates from the specific realism implied by the prompt. Therefore, Physical/Common-sense Consistency is moderate (score 3).\n\n\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": 3.203125,
+ "TA": 2.421875,
+ "MQ": 2.984375,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 scene where a camera begins in a medium shot, slightly looking up, then slowly advances against a stormy night sky with swirling inky clouds. A jagged, blinding white lightning rips through the sky, casting sharp shadows on the face of a white-haired elderly woman named Miyamizu Kazuha. She has silver hair tied back in a traditional bun, wearing a deep indigo kimono with a sash. The camera zooms in on her resolute face, showing no fear as she faces the lightning, with a tense expression that blends solemnity and determination.\n\nVisual Quality Assessment:\nThe video adopts an anime/cartoon aesthetic rather than photorealism. The rendering is clean with consistent character design and stable lighting effects. The storm background and lightning are present and readable, and the character remains clearly visible across frames. However, the overall fidelity is moderate due to stylization and limited texture detail, which reduces perceived realism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the video. The work does not deliver photorealism; it relies on animation, which diverges from the requested realistic style. While some elements align — such as the stormy setting, the presence of lightning, and the white-haired elderly appearance — key aspects of the prompt are not realized. The camera movement described (medium shot, slight upward angle, slow zoom) is not convincingly depicted, and the depiction of Miyamizu Kazuha’s exact features and pose does not faithfully reproduce the prompt. Consequently, Text-to-Video Alignment is limited (score 2).\n\nPhysical/Common-sense Consistency:\nWithin the anime aesthetic, internal coherence is maintained: the character’s proportions, clothing, and interaction with the storm are plausible within the genre’s conventions. The scene adheres to its own visual logic, even though it deviates from the specific realism implied by the prompt. Therefore, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29540,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_7/index_1878_seed_29540_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": 3.65625,
+ "video_score2_ta": 3.375,
+ "video_score2_mq": 3.46875,
+ "video_score2_overall": 10.5,
+ "avg": 10.5,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "In a scene rendered in a realistic style, the camera begins in a medium shot, slightly looking up, and slowly but steadily advances. Against the backdrop of a stormy night sky, swirling inky clouds, a jagged, blinding white lightning suddenly and without warning rips through the sky, its furious energy causing the very air to vibrate. This instantaneous burst of cold, almost blinding light, like a stage spotlight, instantly dispels the darkness and precisely outlines the unwavering figure of a white-haired elderly woman—Miyamizu Kazuha. Her silver hair is meticulously tied back in a traditional bun. The lightning casts sharp shadows on her deep wrinkles, each line seemingly etched with the wisdom and resilience of age. She wears a traditional, rich, deep indigo kimono, neatly lapped and tightly tied with a sash at the waist. As the camera slowly zooms in, its focus completely on her resolute face. Faced with this devastating force, her eyes show no fear or avoidance, but instead widen, their clear pupils fully reflecting the fleeting branch-like forms of the lightning. Her lips are pursed, her jawline tense, and her entire facial expression blends a solemnity and unyielding determination, as if in dialogue with the might of nature. This creates a grand and tense atmosphere, akin to the peak of human spiritual strength before an apocalyptic scene.",
+ "token_credit_reward": 10.5,
+ "selected_reward": 10.5,
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+ "generated_text": "\n\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 scene featuring a white-haired elderly woman (Miyamizu Kazuha) in a traditional indigo kimono, set against a stormy night sky with lightning. The description emphasizes a gradual camera approach, a vivid lightning moment, and a tense interaction between the subject and the natural force, culminating in a moment of apparent spiritual strength.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, with the subject clearly visible and the background atmospheric. However, there are occasional minor softness and slight color/contrast fluctuations across frames, which prevent a higher rating. No major distortions or artifacts are evident, and the sequence remains coherent.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a white-haired elderly woman in a traditional indigo kimono, a stormy sky with lightning, and a medium-shot progression toward the subject. The depiction captures the intended mood and character, though some nuanced emotional cues and the precise timing of the lightning are not perfectly synchronized throughout the sequence.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, clothing drape, and environmental effects, with no obvious violations of physics. Some minor inconsistencies in lighting interaction or motion realism may be present, but they do not significantly detract from overall believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\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": 3.65625,
+ "TA": 3.375,
+ "MQ": 3.46875,
+ "Overall": 10.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 scene featuring a white-haired elderly woman (Miyamizu Kazuha) in a traditional indigo kimono, set against a stormy night sky with lightning. The description emphasizes a gradual camera approach, a vivid lightning moment, and a tense interaction between the subject and the natural force, culminating in a moment of apparent spiritual strength.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, with the subject clearly visible and the background atmospheric. However, there are occasional minor softness and slight color/contrast fluctuations across frames, which prevent a higher rating. No major distortions or artifacts are evident, and the sequence remains coherent.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a white-haired elderly woman in a traditional indigo kimono, a stormy sky with lightning, and a medium-shot progression toward the subject. The depiction captures the intended mood and character, though some nuanced emotional cues and the precise timing of the lightning are not perfectly synchronized throughout the sequence.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, clothing drape, and environmental effects, with no obvious violations of physics. Some minor inconsistencies in lighting interaction or motion realism may be present, but they do not significantly detract from overall believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29541,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_7/index_1878_seed_29541_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 1.84375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.25,
+ "avg": 8.234375,
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+ "question": "In a scene rendered in a realistic style, the camera begins in a medium shot, slightly looking up, and slowly but steadily advances. Against the backdrop of a stormy night sky, swirling inky clouds, a jagged, blinding white lightning suddenly and without warning rips through the sky, its furious energy causing the very air to vibrate. This instantaneous burst of cold, almost blinding light, like a stage spotlight, instantly dispels the darkness and precisely outlines the unwavering figure of a white-haired elderly woman—Miyamizu Kazuha. Her silver hair is meticulously tied back in a traditional bun. The lightning casts sharp shadows on her deep wrinkles, each line seemingly etched with the wisdom and resilience of age. She wears a traditional, rich, deep indigo kimono, neatly lapped and tightly tied with a sash at the waist. As the camera slowly zooms in, its focus completely on her resolute face. Faced with this devastating force, her eyes show no fear or avoidance, but instead widen, their clear pupils fully reflecting the fleeting branch-like forms of the lightning. Her lips are pursed, her jawline tense, and her entire facial expression blends a solemnity and unyielding determination, as if in dialogue with the might of nature. This creates a grand and tense atmosphere, akin to the peak of human spiritual strength before an apocalyptic scene.",
+ "token_credit_reward": 8.25,
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+ "generated_text": "\n\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 scene featuring a white-haired elderly woman named Miyamizu Kazuha in a realistic style, with a stormy night sky, jagged lightning, and a gradual camera zoom toward her determined face. The video, however, presents an animated/cartoon rendering rather than realism, and the central character does not match the described figure. While some atmospheric elements (stormy sky, lightning) appear, the overall aesthetic and character portrayal diverge significantly from the prompt.\n\nVisual Quality Analysis:\nThe animation maintains clean lines and consistent character design across frames, with stable colors and no obvious artifacts. The resolution is adequate for viewing, and the character remains clearly defined throughout. However, the sequence shows limited motion between frames, giving a somewhat static feel. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere are substantial misalignments with the prompt. The video uses an animated style instead of realism; the character appearance and identity do not resemble Miyamizu Kazuha; the hair color and styling differ; the clothing is not a traditional indigo kimono; the camera movement is minimal rather than a gradual zoom; and the lightning and storm effects exist but do not convey the same intensity or narrative emphasis as described. Given these gaps, the alignment is poor (score 2).\n\nPhysical/Common-sense Consistency:\nWithin the animated context, the scene maintains internal coherence: the character’s proportions, pose, and the storm visuals follow plausible animation conventions, and there are no obvious logical contradictions. The depiction is consistent with the shown style, even though it deviates from the requested realism and specific character details. Therefore, Physical/Common-sense Consistency is moderate (score 3).\n\n\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": 3.359375,
+ "TA": 1.84375,
+ "MQ": 3.03125,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 scene featuring a white-haired elderly woman named Miyamizu Kazuha in a realistic style, with a stormy night sky, jagged lightning, and a gradual camera zoom toward her determined face. The video, however, presents an animated/cartoon rendering rather than realism, and the central character does not match the described figure. While some atmospheric elements (stormy sky, lightning) appear, the overall aesthetic and character portrayal diverge significantly from the prompt.\n\nVisual Quality Analysis:\nThe animation maintains clean lines and consistent character design across frames, with stable colors and no obvious artifacts. The resolution is adequate for viewing, and the character remains clearly defined throughout. However, the sequence shows limited motion between frames, giving a somewhat static feel. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere are substantial misalignments with the prompt. The video uses an animated style instead of realism; the character appearance and identity do not resemble Miyamizu Kazuha; the hair color and styling differ; the clothing is not a traditional indigo kimono; the camera movement is minimal rather than a gradual zoom; and the lightning and storm effects exist but do not convey the same intensity or narrative emphasis as described. Given these gaps, the alignment is poor (score 2).\n\nPhysical/Common-sense Consistency:\nWithin the animated context, the scene maintains internal coherence: the character’s proportions, pose, and the storm visuals follow plausible animation conventions, and there are no obvious logical contradictions. The depiction is consistent with the shown style, even though it deviates from the requested realism and specific character details. Therefore, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29542,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_7/index_1878_seed_29542_dp_15_rank_30_sample_3_slot_1.mp4",
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\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 where a camera gradually zooms toward a white-haired elderly woman against a stormy night sky, with dramatic lightning and a tense, determined mood. The video captures several elements of this setup (camera movement, stormy backdrop, and a central figure), but the execution does not fully realize the described realism or emotional intensity. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe visuals are clearly anime/cartoon-style rather than photorealistic, which lowers the perceived visual quality relative to a realistic render. Within this stylized framework, rendering remains clean and consistent across frames, with stable character design and coherent lighting effects. The result is acceptable for an anime aesthetic but does not achieve high-fidelity realism or cinematic polish. Overall, Visual Quality is moderate.\n\nText-to-Video Alignment Analysis:\nThe video includes the core components of the prompt—camera movement toward the subject, a stormy sky, and a central figure with visible lightning. However, the depiction diverges from the requested realism: the character’s appearance reads as anime rather than a realistic portrayal, and the lightning and atmospheric effects are stylized rather than physically accurate. While the scene conveys tension, it does not fully embody the dramatic, apocalyptic realism of the prompt. Overall, Text-to-Video Alignment is moderate.\n\nPhysical/Common-sense Consistency:\nWithin the anime-styled framework, internal coherence is maintained: the character’s proportions, clothing, and pose remain consistent, and the lightning and storm effects follow a plausible fantasy-physics logic within that style. The depiction is internally consistent and believable within its own aesthetic, though it does not aim for real-world physical realism. Overall, Physical/Common-sense Consistency is moderate.\n\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": 3.015625,
+ "TA": 2.640625,
+ "MQ": 3.109375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 where a camera gradually zooms toward a white-haired elderly woman against a stormy night sky, with dramatic lightning and a tense, determined mood. The video captures several elements of this setup (camera movement, stormy backdrop, and a central figure), but the execution does not fully realize the described realism or emotional intensity. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe visuals are clearly anime/cartoon-style rather than photorealistic, which lowers the perceived visual quality relative to a realistic render. Within this stylized framework, rendering remains clean and consistent across frames, with stable character design and coherent lighting effects. The result is acceptable for an anime aesthetic but does not achieve high-fidelity realism or cinematic polish. Overall, Visual Quality is moderate.\n\nText-to-Video Alignment Analysis:\nThe video includes the core components of the prompt—camera movement toward the subject, a stormy sky, and a central figure with visible lightning. However, the depiction diverges from the requested realism: the character’s appearance reads as anime rather than a realistic portrayal, and the lightning and atmospheric effects are stylized rather than physically accurate. While the scene conveys tension, it does not fully embody the dramatic, apocalyptic realism of the prompt. Overall, Text-to-Video Alignment is moderate.\n\nPhysical/Common-sense Consistency:\nWithin the anime-styled framework, internal coherence is maintained: the character’s proportions, clothing, and pose remain consistent, and the lightning and storm effects follow a plausible fantasy-physics logic within that style. The depiction is internally consistent and believable within its own aesthetic, though it does not aim for real-world physical realism. Overall, Physical/Common-sense Consistency is moderate.\n\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/0000103/group_8/index_tensor([4433, 4433])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_8/index_tensor([4433, 4433])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d3ec493543a603681ea5f809fba07b62edf79c9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_8/index_tensor([4433, 4433])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.",
+ "seed": 3554,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_8/index_4433_seed_3554_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 2.671875,
+ "video_score2_mq": 3.359375,
+ "video_score2_overall": 9.375,
+ "avg": 9.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\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 of a viscous liquid drop suspended in air, orbiting in a slow, seamless 360-degree panorama with hyper-detailed rendering reminiscent of Makoto Shinkai's art. The scene features a teardrop-shaped orb with flawless surface tension, subtle jiggling/distortion as it falls, a bright unseen light source, and a dynamic crystalline effect with horizontal lens flare and saturated blues/oranges. The background is a soft-focus, dreamlike cityscape with bokeh, and the overall mood is a quiet, poignant moment elevating a microscopic event into a serene spectacle.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and smooth transitions, but there are noticeable limitations: some frames exhibit mild blur or softness, and the hyper-detailed rendering described in the prompt is not fully realized. The lighting and color grading are generally consistent, yet the overall sharpness and fine-grain detail do not reach high-end levels. The sequence remains coherent and aesthetically pleasing, but it does not achieve exceptional visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: an extreme close-up of a viscous drop, a slow 360-degree orbit, a teardrop shape with surface tension, and a bright light source that highlights the drop. The crystalline effect and the soft-focus background with bokeh are present, contributing to the intended mood. Some aspects—such as the full realization of the hyper-detailed Makoto Shinkai-inspired rendering and the most dramatic lens flare—are not fully realized, but the core prompt components are well captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene follows plausible physics for a suspended drop and a gentle descent, with believable light interaction and surface behavior. However, certain micro-physics cues (e.g., precise viscosity dynamics, exact light refraction through the core) are simplified or understated, resulting in a convincing but not perfect depiction. Overall, the dynamics feel credible without overclaiming scientific precision.\n\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": {
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+ "TA": 2.671875,
+ "MQ": 3.359375,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 of a viscous liquid drop suspended in air, orbiting in a slow, seamless 360-degree panorama with hyper-detailed rendering reminiscent of Makoto Shinkai's art. The scene features a teardrop-shaped orb with flawless surface tension, subtle jiggling/distortion as it falls, a bright unseen light source, and a dynamic crystalline effect with horizontal lens flare and saturated blues/oranges. The background is a soft-focus, dreamlike cityscape with bokeh, and the overall mood is a quiet, poignant moment elevating a microscopic event into a serene spectacle.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and smooth transitions, but there are noticeable limitations: some frames exhibit mild blur or softness, and the hyper-detailed rendering described in the prompt is not fully realized. The lighting and color grading are generally consistent, yet the overall sharpness and fine-grain detail do not reach high-end levels. The sequence remains coherent and aesthetically pleasing, but it does not achieve exceptional visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: an extreme close-up of a viscous drop, a slow 360-degree orbit, a teardrop shape with surface tension, and a bright light source that highlights the drop. The crystalline effect and the soft-focus background with bokeh are present, contributing to the intended mood. Some aspects—such as the full realization of the hyper-detailed Makoto Shinkai-inspired rendering and the most dramatic lens flare—are not fully realized, but the core prompt components are well captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene follows plausible physics for a suspended drop and a gentle descent, with believable light interaction and surface behavior. However, certain micro-physics cues (e.g., precise viscosity dynamics, exact light refraction through the core) are simplified or understated, resulting in a convincing but not perfect depiction. Overall, the dynamics feel credible without overclaiming scientific precision.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 3555,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_8/index_4433_seed_3555_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.5,
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+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 10.0,
+ "avg": 10.015625,
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+ "question": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\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 of a viscous liquid drop suspended in air, orbiting in a slow, seamless 360-degree panorama with a perfectly smooth descent. It envisions a hyper-detailed Makoto Shinkai–inspired aesthetic, featuring a teardrop-shaped orb with flawless surface tension, subtle jiggling, a bright light source, a dynamic crystalline effect, and a vibrant anamorphic lens flare sweeping across the frame while the camera pans. The background should be a soft-focus, dreamlike cityscape with a dusk sky and bokeh, transforming the moment into a serene, emotionally resonant spectacle.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a convincing glass-like sphere with reflective highlights, but there are noticeable inconsistencies in sharpness across frames and some minor artifacts that prevent a higher rating. The rendering captures the general aesthetic cues—soft background bokeh, saturated blues and warm oranges, and light interactions—but the level of detail and polish does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a close-up of a suspended viscous drop, a slow, orbiting motion, a bright light source, and a dynamic crystalline appearance with light refraction. The background bokeh and color palette align with the described atmosphere. Some aspects—such as the exact degree of hyper-detail or perfect surface tension—are not fully realized, but the major components and mood match the prompt closely.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics for a suspended drop and light interaction, but there are minor deviations in surface dynamics and light behavior that prevent a higher score. The overall depiction remains believable within common-sense expectations.\n\n\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": 3.171875,
+ "MQ": 3.34375,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 of a viscous liquid drop suspended in air, orbiting in a slow, seamless 360-degree panorama with a perfectly smooth descent. It envisions a hyper-detailed Makoto Shinkai–inspired aesthetic, featuring a teardrop-shaped orb with flawless surface tension, subtle jiggling, a bright light source, a dynamic crystalline effect, and a vibrant anamorphic lens flare sweeping across the frame while the camera pans. The background should be a soft-focus, dreamlike cityscape with a dusk sky and bokeh, transforming the moment into a serene, emotionally resonant spectacle.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a convincing glass-like sphere with reflective highlights, but there are noticeable inconsistencies in sharpness across frames and some minor artifacts that prevent a higher rating. The rendering captures the general aesthetic cues—soft background bokeh, saturated blues and warm oranges, and light interactions—but the level of detail and polish does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a close-up of a suspended viscous drop, a slow, orbiting motion, a bright light source, and a dynamic crystalline appearance with light refraction. The background bokeh and color palette align with the described atmosphere. Some aspects—such as the exact degree of hyper-detail or perfect surface tension—are not fully realized, but the major components and mood match the prompt closely.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics for a suspended drop and light interaction, but there are minor deviations in surface dynamics and light behavior that prevent a higher score. The overall depiction remains believable within common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.",
+ "seed": 3556,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_8/index_4433_seed_3556_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": 3.625,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.359375,
+ "video_score2_overall": 10.3125,
+ "avg": 10.296875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.",
+ "token_credit_reward": 10.3125,
+ "selected_reward": 10.3125,
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+ "generated_text": "\n\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 of a viscous liquid drop suspended in air, orbiting in a slow, seamless 360-degree pan, with a bright light source creating a dynamic crystalline effect and a background of blurred city lights and a dusk sky. The overall intent is to render a hyper-detailed, Makoto Shinkai-inspired scene emphasizing light, refraction, and atmospheric depth.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a convincing glass-like drop with realistic reflections, but there are noticeable limitations: occasional minor blur or compression artifacts, and some lighting inconsistencies across frames. The background bokeh is present but not consistently rendered, and color grading can feel uneven at times. The result is acceptable but does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up of a viscous drop, its suspension, and a slow pan with light interaction. The dynamic crystalline effect and the background bokeh align with the description, though the exact 360-degree orbit and the precise timing of the pan are not perfectly verifiable from static frames alone. The mood and atmosphere align well with the intended aesthetic.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The drop’s shape, surface tension, and light interactions are plausible, and the overall behavior matches expected physics. However, there are minor deviations in lighting dynamics and micro-motions that prevent a higher level of realism, leaving some room for improvement without breaking believability.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.625,
+ "TA": 3.3125,
+ "MQ": 3.359375,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 of a viscous liquid drop suspended in air, orbiting in a slow, seamless 360-degree pan, with a bright light source creating a dynamic crystalline effect and a background of blurred city lights and a dusk sky. The overall intent is to render a hyper-detailed, Makoto Shinkai-inspired scene emphasizing light, refraction, and atmospheric depth.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a convincing glass-like drop with realistic reflections, but there are noticeable limitations: occasional minor blur or compression artifacts, and some lighting inconsistencies across frames. The background bokeh is present but not consistently rendered, and color grading can feel uneven at times. The result is acceptable but does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up of a viscous drop, its suspension, and a slow pan with light interaction. The dynamic crystalline effect and the background bokeh align with the description, though the exact 360-degree orbit and the precise timing of the pan are not perfectly verifiable from static frames alone. The mood and atmosphere align well with the intended aesthetic.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The drop’s shape, surface tension, and light interactions are plausible, and the overall behavior matches expected physics. However, there are minor deviations in lighting dynamics and micro-motions that prevent a higher level of realism, leaving some room for improvement without breaking believability.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.",
+ "seed": 3557,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_8/index_4433_seed_3557_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.609375,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 10.5,
+ "avg": 10.46875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.",
+ "token_credit_reward": 10.5,
+ "selected_reward": 10.5,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
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+ "generated_text": "\n\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 of a viscous liquid drop suspended in air, orbiting in a 360-degree panorama, with a perfectly smooth descent and a hyper-detailed Makoto Shinkai-inspired aesthetic. The scene should feature a bright light source, a dynamic crystalline appearance, horizontal lens flares, and a soft-focus background with distant city lights and a dusk sky, culminating in a serene yet emotionally grand moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a well-rendered glass-like drop with convincing refraction and color gradients, but there are occasional minor artifacts and slight inconsistencies in lighting or edge sharpness that prevent a higher rating. The background bokeh and color grading contribute positively, while some frames exhibit mild softness or subtle distortions that keep the overall impression at a middle level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a close-up of a viscous drop, a 360-degree orbiting panorama, a suspended/descending motion, and a bright light source that highlights the drop’s transparency. The crystalline appearance and horizontal lens flares are present, and the background with distant city lights and a dusk sky is visible. The sequence conveys the intended mood and progression, though a few nuanced details (such as perfect timing of the orbit and the exact intensity of the light effects) are not perfectly matched, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The rendering captures believable light interactions and refraction within the drop, and the overall dynamics feel plausible. However, there are small inconsistencies in how the light interacts with the surface and in the precise physics of suspension and motion, which prevent a higher score. The result remains coherent and aesthetically convincing, but not flawless in terms of strict physical realism.\n\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": 3.546875,
+ "MQ": 3.3125,
+ "Overall": 10.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 of a viscous liquid drop suspended in air, orbiting in a 360-degree panorama, with a perfectly smooth descent and a hyper-detailed Makoto Shinkai-inspired aesthetic. The scene should feature a bright light source, a dynamic crystalline appearance, horizontal lens flares, and a soft-focus background with distant city lights and a dusk sky, culminating in a serene yet emotionally grand moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a well-rendered glass-like drop with convincing refraction and color gradients, but there are occasional minor artifacts and slight inconsistencies in lighting or edge sharpness that prevent a higher rating. The background bokeh and color grading contribute positively, while some frames exhibit mild softness or subtle distortions that keep the overall impression at a middle level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a close-up of a viscous drop, a 360-degree orbiting panorama, a suspended/descending motion, and a bright light source that highlights the drop’s transparency. The crystalline appearance and horizontal lens flares are present, and the background with distant city lights and a dusk sky is visible. The sequence conveys the intended mood and progression, though a few nuanced details (such as perfect timing of the orbit and the exact intensity of the light effects) are not perfectly matched, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The rendering captures believable light interactions and refraction within the drop, and the overall dynamics feel plausible. However, there are small inconsistencies in how the light interacts with the surface and in the precise physics of suspension and motion, which prevent a higher score. The result remains coherent and aesthetically convincing, but not flawless in terms of strict physical realism.\n\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/0000103/group_9/index_tensor([5758, 5758])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_9/index_tensor([5758, 5758])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9a15e67102200189d6283c030dfb4ca8ac084c5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_9/index_tensor([5758, 5758])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.",
+ "seed": 13909,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_9/index_5758_seed_13909_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": 3.15625,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.625,
+ "avg": 9.59375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.",
+ "token_credit_reward": 9.625,
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+ "generated_text": "\n\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 steady, cinematic, low-angle shot featuring two giant American lobsters on the seafloor in a fierce territorial battle. The scene emphasizes massive, oversized claws locked at the center, with each lobster a bright crimson, smooth carapace, large expressive eyes, and a tense standoff. Small legs are visible, and dramatic sand clouds swirl around their bodies as sunlight filters through turquoise water, creating a vivid underwater spectacle.\n\nVisual Quality Assessment:\nThe overall visual quality is moderate. The resolution is adequate but not high, and while the rendering shows decent detail, it does not reach the level of professional-grade visuals. Colors are reasonably saturated, especially the crimson hues, and lighting effects are present, but some frames exhibit mild softness or minor artifacts. The animation remains coherent, though it lacks the polish of top-tier production. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: two giant American lobsters on a seafloor, a low-angle composition, and a tense standoff with prominent claws. The color palette and lighting capture the intended mood, and the scene conveys a sense of struggle and determination. However, certain dynamic details such as dramatic sand movement and the full intensity of the battle are not fully realized, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is solid and consistent with a high-mid score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental context, with believable interactions and spatial relationships. While the depiction is coherent, there are minor inconsistencies in motion dynamics and some environmental cues that prevent a higher level of realism. Overall, Physical/Common-sense Consistency is moderate.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 4; Physical/Common-sense Consistency 3.\n\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": 3.15625,
+ "TA": 3.28125,
+ "MQ": 3.15625,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 steady, cinematic, low-angle shot featuring two giant American lobsters on the seafloor in a fierce territorial battle. The scene emphasizes massive, oversized claws locked at the center, with each lobster a bright crimson, smooth carapace, large expressive eyes, and a tense standoff. Small legs are visible, and dramatic sand clouds swirl around their bodies as sunlight filters through turquoise water, creating a vivid underwater spectacle.\n\nVisual Quality Assessment:\nThe overall visual quality is moderate. The resolution is adequate but not high, and while the rendering shows decent detail, it does not reach the level of professional-grade visuals. Colors are reasonably saturated, especially the crimson hues, and lighting effects are present, but some frames exhibit mild softness or minor artifacts. The animation remains coherent, though it lacks the polish of top-tier production. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: two giant American lobsters on a seafloor, a low-angle composition, and a tense standoff with prominent claws. The color palette and lighting capture the intended mood, and the scene conveys a sense of struggle and determination. However, certain dynamic details such as dramatic sand movement and the full intensity of the battle are not fully realized, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is solid and consistent with a high-mid score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental context, with believable interactions and spatial relationships. While the depiction is coherent, there are minor inconsistencies in motion dynamics and some environmental cues that prevent a higher level of realism. Overall, Physical/Common-sense Consistency is moderate.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 4; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.",
+ "seed": 13910,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_9/index_5758_seed_13910_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": 3.1875,
+ "video_score2_ta": 3.78125,
+ "video_score2_mq": 3.921875,
+ "video_score2_overall": 10.875,
+ "avg": 10.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.",
+ "token_credit_reward": 10.875,
+ "selected_reward": 10.875,
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+ "generated_text": "\n\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 cinematic, low-angle shot featuring two giant American lobsters on the seafloor in a fierce territorial battle. The scene emphasizes massive, oversized claws locked at the center, bright crimson coloration, smooth carapaces, large expressive eyes, and a dynamic underwater environment with sunlight filtering through turquoise water and coral/ anemone elements in the background.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not outstanding. The resolution is adequate and the rendering style is consistent with a Pixar-like aesthetic, with vibrant colors and clear detailing on the carapaces and eyes. Lighting and shading are generally convincing, and the underwater ambiance reads well. However, there are occasional minor artifacts or slight inconsistencies in texture continuity across frames, which prevents a top-tier rating. The sequence remains coherent and visually engaging, but it does not reach the highest level of polish.\n\nText-to-Video Alignment Assessment:\nThe video aligns closely with the prompt: the two lobster combatants, the low-angle framing, the prominent claws, the crimson coloration, the expressive eyes, and the sandy seafloor setting are all present. The lighting, water effects, and background elements (coral/ anemones) support the intended scene. The overall alignment is strong and faithful to the prompt, with only minor deviations that do not affect the core narrative.\n\nPhysical Consistency Assessment:\nThe scene maintains plausible anatomy and interaction within an underwater context, with believable weight, contact dynamics, and environmental interactions. While the depiction is coherent and credible, there are a few subtle inconsistencies in micro-physics or timing that prevent a perfect score. Overall, the physical realism is solid and consistent with common-sense expectations.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 5,
+ "MQ": 4
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+ "soft_scores": {
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+ "TA": 3.78125,
+ "MQ": 3.921875,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 cinematic, low-angle shot featuring two giant American lobsters on the seafloor in a fierce territorial battle. The scene emphasizes massive, oversized claws locked at the center, bright crimson coloration, smooth carapaces, large expressive eyes, and a dynamic underwater environment with sunlight filtering through turquoise water and coral/ anemone elements in the background.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not outstanding. The resolution is adequate and the rendering style is consistent with a Pixar-like aesthetic, with vibrant colors and clear detailing on the carapaces and eyes. Lighting and shading are generally convincing, and the underwater ambiance reads well. However, there are occasional minor artifacts or slight inconsistencies in texture continuity across frames, which prevents a top-tier rating. The sequence remains coherent and visually engaging, but it does not reach the highest level of polish.\n\nText-to-Video Alignment Assessment:\nThe video aligns closely with the prompt: the two lobster combatants, the low-angle framing, the prominent claws, the crimson coloration, the expressive eyes, and the sandy seafloor setting are all present. The lighting, water effects, and background elements (coral/ anemones) support the intended scene. The overall alignment is strong and faithful to the prompt, with only minor deviations that do not affect the core narrative.\n\nPhysical Consistency Assessment:\nThe scene maintains plausible anatomy and interaction within an underwater context, with believable weight, contact dynamics, and environmental interactions. While the depiction is coherent and credible, there are a few subtle inconsistencies in micro-physics or timing that prevent a perfect score. Overall, the physical realism is solid and consistent with common-sense expectations.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.",
+ "seed": 13911,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_9/index_5758_seed_13911_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.0,
+ "avg": 9.0,
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+ "question": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.",
+ "token_credit_reward": 9.0,
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+ "generated_text": "\n\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 cinematic underwater scene featuring two giant American lobsters in a fierce territorial battle on the seafloor. The scene emphasizes massive claws, intense eye expressions, dynamic movement, and environmental details such as sunlight filtering through turquoise water and coral structures. The overall intent is to convey a dramatic, high-fidelity underwater confrontation.\n\nVisual Quality Assessment:\nThe video adopts a 3D animated look with decent resolution and vibrant colors. However, the overall polish is moderate rather than top-tier; some frames show mild texture softness or minor artifacting, and lighting consistency varies across shots. The result is acceptable but not exceptional, aligning with a mid-range Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — two large red/orange crustaceans, an underwater setting, and a sense of confrontation. However, key aspects are not fully realized: the shot does not consistently deliver a low-angle, steady cinematic feel, and the dramatic sand displacement and pronounced lighting effects described in the prompt are only partially present. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible anatomy and motion within an animated context, with reasonable weight distribution and interaction with the sandy substrate. Some exaggerated or stylized cues (e.g., oversized claws, extreme eye expressiveness) are present, which reduces strict biological realism but remains coherent within the animation’s world. Overall, physical consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\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": 3.1875,
+ "MQ": 2.921875,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 cinematic underwater scene featuring two giant American lobsters in a fierce territorial battle on the seafloor. The scene emphasizes massive claws, intense eye expressions, dynamic movement, and environmental details such as sunlight filtering through turquoise water and coral structures. The overall intent is to convey a dramatic, high-fidelity underwater confrontation.\n\nVisual Quality Assessment:\nThe video adopts a 3D animated look with decent resolution and vibrant colors. However, the overall polish is moderate rather than top-tier; some frames show mild texture softness or minor artifacting, and lighting consistency varies across shots. The result is acceptable but not exceptional, aligning with a mid-range Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — two large red/orange crustaceans, an underwater setting, and a sense of confrontation. However, key aspects are not fully realized: the shot does not consistently deliver a low-angle, steady cinematic feel, and the dramatic sand displacement and pronounced lighting effects described in the prompt are only partially present. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible anatomy and motion within an animated context, with reasonable weight distribution and interaction with the sandy substrate. Some exaggerated or stylized cues (e.g., oversized claws, extreme eye expressiveness) are present, which reduces strict biological realism but remains coherent within the animation’s world. Overall, physical consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.",
+ "seed": 13912,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000103/group_9/index_5758_seed_13912_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,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\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 cinematic underwater scene featuring two giant American lobsters engaged in a fierce territorial battle on the seafloor. The scene emphasizes massive, oversized claws, a low-angle steady shot, vibrant crimson coloration, smooth carapaces, large expressive eyes, and dynamic interaction with the sandy bottom and surrounding coral. The overall intent is to convey a tense, visually rich underwater confrontation.\n\nVisual Quality Assessment:\nThe visuals are adequate but not outstanding. The resolution is acceptable and the rendering style is consistent with a Pixar-like aesthetic, yet some frames show mild softness or minor artifacting that prevent a high-end look. Colors are reasonably saturated, lighting remains coherent, and the underwater environment reads clearly, but the overall polish is moderate rather than exceptional. Overall Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—two large red/orange crustaceans, an underwater setting, and a sense of confrontation. However, certain aspects are only partially realized: the exact low-angle framing is not consistently maintained, and some details (such as the precise dynamics of the claws and the intensity of the struggle) are not fully conveyed. The alignment is adequate but not strong, reflecting a moderate correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental interactions at a basic level, with reasonable lighting and water effects. Yet there are subtle inconsistencies in motion realism and interaction timing that prevent a higher level of believability. Overall, physical consistency is acceptable but not highly convincing.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\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": 2.96875,
+ "TA": 3.515625,
+ "MQ": 2.96875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\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 cinematic underwater scene featuring two giant American lobsters engaged in a fierce territorial battle on the seafloor. The scene emphasizes massive, oversized claws, a low-angle steady shot, vibrant crimson coloration, smooth carapaces, large expressive eyes, and dynamic interaction with the sandy bottom and surrounding coral. The overall intent is to convey a tense, visually rich underwater confrontation.\n\nVisual Quality Assessment:\nThe visuals are adequate but not outstanding. The resolution is acceptable and the rendering style is consistent with a Pixar-like aesthetic, yet some frames show mild softness or minor artifacting that prevent a high-end look. Colors are reasonably saturated, lighting remains coherent, and the underwater environment reads clearly, but the overall polish is moderate rather than exceptional. Overall Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—two large red/orange crustaceans, an underwater setting, and a sense of confrontation. However, certain aspects are only partially realized: the exact low-angle framing is not consistently maintained, and some details (such as the precise dynamics of the claws and the intensity of the struggle) are not fully conveyed. The alignment is adequate but not strong, reflecting a moderate correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental interactions at a basic level, with reasonable lighting and water effects. Yet there are subtle inconsistencies in motion realism and interaction timing that prevent a higher level of believability. Overall, physical consistency is acceptable but not highly convincing.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\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
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