diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_1/index_tensor([9840, 9840])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_1/index_tensor([9840, 9840])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0073308cbc14a0763d5f3631b4150ddc9704bac
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_1/index_tensor([9840, 9840])_group_1_rewards.json
@@ -0,0 +1,10210 @@
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+ "seed": 28527,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_1/index_9840_seed_28527_dp_2_rank_4_sample_0_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 to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot starting with a static view of autumn fields bathed in golden evening light, followed by a dramatic flocking event where birds converge into a dense, dynamic mass that explodes outward in a synchronized, chaotic movement. The scene should include rapid wing flapping, visible golden rims on wings, a gradual camera pullback, and an overall sense of natural power and instant change.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive warm color palette consistent with sunset lighting. The sky gradients and field textures are reasonably rendered, and the lighting remains stable across frames. However, there are noticeable issues with the bird formations: they appear somewhat artificial or digitally rendered, with occasional shape distortions and minor artifacts that reduce realism. The motion between frames is not perfectly smooth, showing some stutter rather than fluid dynamics. Taken together, these factors keep the visual quality at a middle level rather than high fidelity.\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 perspective, a sunset-lit landscape, and a large flock that moves in a coordinated manner. However, certain aspects are underdeveloped or ambiguous: the flocking behavior does not always read as a truly explosive, chaotic exodus, and the rapid wing flapping and pronounced golden rim effects are not consistently evident. The camera movement is not clearly demonstrated as a deliberate pullback, and some details described in the prompt are only partially realized. Overall, the video aligns with the general idea but lacks full fidelity to all specific prompt details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting and spatial relationships, with the flock appearing to occupy reasonable volume in space. There are minor inconsistencies in how the birds move and interact, and some rendering artifacts introduce slight deviations from natural avian dynamics. Despite these issues, the overall scene remains coherent and believable within the described scenario.\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": 2.828125,
+ "TA": 2.5,
+ "MQ": 3.0625,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "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-angle drone shot starting with a static view of autumn fields bathed in golden evening light, followed by a dramatic flocking event where birds converge into a dense, dynamic mass that explodes outward in a synchronized, chaotic movement. The scene should include rapid wing flapping, visible golden rims on wings, a gradual camera pullback, and an overall sense of natural power and instant change.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive warm color palette consistent with sunset lighting. The sky gradients and field textures are reasonably rendered, and the lighting remains stable across frames. However, there are noticeable issues with the bird formations: they appear somewhat artificial or digitally rendered, with occasional shape distortions and minor artifacts that reduce realism. The motion between frames is not perfectly smooth, showing some stutter rather than fluid dynamics. Taken together, these factors keep the visual quality at a middle level rather than high fidelity.\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 perspective, a sunset-lit landscape, and a large flock that moves in a coordinated manner. However, certain aspects are underdeveloped or ambiguous: the flocking behavior does not always read as a truly explosive, chaotic exodus, and the rapid wing flapping and pronounced golden rim effects are not consistently evident. The camera movement is not clearly demonstrated as a deliberate pullback, and some details described in the prompt are only partially realized. Overall, the video aligns with the general idea but lacks full fidelity to all specific prompt details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting and spatial relationships, with the flock appearing to occupy reasonable volume in space. There are minor inconsistencies in how the birds move and interact, and some rendering artifacts introduce slight deviations from natural avian dynamics. Despite these issues, the overall scene remains coherent and believable within the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle drone shot, initially static, is dominated by the vast sky above the autumn fields, stained by the golden afterglow of the evening sun. Tens of thousands of dark-colored starlings converge into a vast, dense, dynamic black mass, like a drop of living ink, slowly wriggling through the air, creating a tranquil yet magnificent spectacle. Suddenly, as if triggered by an invisible central point, this flowing black carpet explodes without warning. In a panicked yet highly synchronized movement, the flock explodes in all directions, each bird a rapidly moving pixel, weaving countless black trails radiating outward, carving chaotic yet graceful arcs against the warm yellow sky. Low-slanting sunlight penetrates the sparse clouds, gilding each rapidly flapping wing with a fleeting golden rim, lending this massive exodus a visual spectacle both shocking and poetic. As the camera slowly pulls away, the entire scope of the escape is fully revealed. The originally concentrated life forms instantly disintegrate and disappear between the vast sky and earth, creating an awe-inspiring atmosphere of natural power and instantaneous change.",
+ "seed": 28528,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_1/index_9840_seed_28528_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 8.625,
+ "avg": 8.65625,
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle drone shot, initially static, is dominated by the vast sky above the autumn fields, stained by the golden afterglow of the evening sun. Tens of thousands of dark-colored starlings converge into a vast, dense, dynamic black mass, like a drop of living ink, slowly wriggling through the air, creating a tranquil yet magnificent spectacle. Suddenly, as if triggered by an invisible central point, this flowing black carpet explodes without warning. In a panicked yet highly synchronized movement, the flock explodes in all directions, each bird a rapidly moving pixel, weaving countless black trails radiating outward, carving chaotic yet graceful arcs against the warm yellow sky. Low-slanting sunlight penetrates the sparse clouds, gilding each rapidly flapping wing with a fleeting golden rim, lending this massive exodus a visual spectacle both shocking and poetic. As the camera slowly pulls away, the entire scope of the escape is fully revealed. The originally concentrated life forms instantly disintegrate and disappear between the vast sky and earth, creating an awe-inspiring atmosphere of natural power and instantaneous change.",
+ "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 high-angle drone shot over autumn fields at golden hour, featuring a large flock of dark birds that converge into a dense, dynamic mass, then explode outward in a chaotic yet graceful movement as the camera slowly pulls back to reveal the full scope of the exodus. The video largely follows this arc, but several key details are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and a warm golden-hour palette, with a cohesive landscape silhouette. However, the central flock rendering shows noticeable artifacts and mild morphing across frames, which reduces realism. The background remains stable and lighting is consistent, but the main subject’s fidelity limits overall quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the broad arc—high-angle view, expansive sky, and a large flock—but the more specific dynamics described in the prompt (a dramatic explosion outward, rapid pixel-like dispersion, and a pronounced camera pull-back) are not convincingly realized. The flock behavior reads as a swirling mass rather than a precise realization of the explosive, multi-directional dispersion, and the camera motion does not clearly execute a deliberate pull-back sequence. Overall, the alignment is present but not tightly matched to the detailed prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible scale and lighting, and the landscape remains coherent. Yet the flock’s morphing and non-rigid deformation introduce inconsistencies with real-world bird motion, reducing believability while preserving overall scene coherence.\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": 2.78125,
+ "MQ": 2.8125,
+ "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 drone shot over autumn fields at golden hour, featuring a large flock of dark birds that converge into a dense, dynamic mass, then explode outward in a chaotic yet graceful movement as the camera slowly pulls back to reveal the full scope of the exodus. The video largely follows this arc, but several key details are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and a warm golden-hour palette, with a cohesive landscape silhouette. However, the central flock rendering shows noticeable artifacts and mild morphing across frames, which reduces realism. The background remains stable and lighting is consistent, but the main subject’s fidelity limits overall quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the broad arc—high-angle view, expansive sky, and a large flock—but the more specific dynamics described in the prompt (a dramatic explosion outward, rapid pixel-like dispersion, and a pronounced camera pull-back) are not convincingly realized. The flock behavior reads as a swirling mass rather than a precise realization of the explosive, multi-directional dispersion, and the camera motion does not clearly execute a deliberate pull-back sequence. Overall, the alignment is present but not tightly matched to the detailed prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible scale and lighting, and the landscape remains coherent. Yet the flock’s morphing and non-rigid deformation introduce inconsistencies with real-world bird motion, reducing believability while preserving overall scene coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle drone shot, initially static, is dominated by the vast sky above the autumn fields, stained by the golden afterglow of the evening sun. Tens of thousands of dark-colored starlings converge into a vast, dense, dynamic black mass, like a drop of living ink, slowly wriggling through the air, creating a tranquil yet magnificent spectacle. Suddenly, as if triggered by an invisible central point, this flowing black carpet explodes without warning. In a panicked yet highly synchronized movement, the flock explodes in all directions, each bird a rapidly moving pixel, weaving countless black trails radiating outward, carving chaotic yet graceful arcs against the warm yellow sky. Low-slanting sunlight penetrates the sparse clouds, gilding each rapidly flapping wing with a fleeting golden rim, lending this massive exodus a visual spectacle both shocking and poetic. As the camera slowly pulls away, the entire scope of the escape is fully revealed. The originally concentrated life forms instantly disintegrate and disappear between the vast sky and earth, creating an awe-inspiring atmosphere of natural power and instantaneous change.",
+ "seed": 28529,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_1/index_9840_seed_28529_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 9.375,
+ "avg": 9.34375,
+ "reward_records": [
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+ "question": "high-angle drone shot, initially static, is dominated by the vast sky above the autumn fields, stained by the golden afterglow of the evening sun. Tens of thousands of dark-colored starlings converge into a vast, dense, dynamic black mass, like a drop of living ink, slowly wriggling through the air, creating a tranquil yet magnificent spectacle. Suddenly, as if triggered by an invisible central point, this flowing black carpet explodes without warning. In a panicked yet highly synchronized movement, the flock explodes in all directions, each bird a rapidly moving pixel, weaving countless black trails radiating outward, carving chaotic yet graceful arcs against the warm yellow sky. Low-slanting sunlight penetrates the sparse clouds, gilding each rapidly flapping wing with a fleeting golden rim, lending this massive exodus a visual spectacle both shocking and poetic. As the camera slowly pulls away, the entire scope of the escape is fully revealed. The originally concentrated life forms instantly disintegrate and disappear between the vast sky and earth, creating an awe-inspiring atmosphere of natural power and instantaneous change.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot starting with a static view of autumn fields bathed in golden evening light, followed by a dramatic transformation where birds converge into a dense, dynamic mass that explodes outward in a synchronized, chaotic movement. The scene features low slanting sunlight, rapid wing flapping, and a gradual camera pull to reveal the full scope of the exodus, culminating in an awe inspiring display of natural power.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive warm color palette, but there are noticeable artifacts and some inconsistencies in rendering the flock dynamics. The tree silhouette and field textures remain relatively stable, while the avian elements exhibit distortions and occasional unnatural motion patterns. The explosion sequence is present but not consistently smooth, with some abrupt transitions and minor rendering glitches that prevent a higher fidelity impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements such as the high angle perspective, the initial static landscape, the golden evening lighting, and the convergence and explosive dispersion of the flock. The core narrative arc is well represented, though a few details such as precise timing of the flocking behavior and the exact synchronization of the explosion are not perfectly matched, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The environmental lighting and landscape remain plausible, but the avian dynamics show inconsistencies in motion and morphology during the transformation. Some trajectories appear abrupt or morphologically inconsistent with real bird behavior, and the transition from dense flock to dispersed individuals lacks fully convincing physical realism. Overall, the scene conveys the intended concept, but certain aspects of avian motion and transformation could be improved for stronger common-sense 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": 2.875,
+ "TA": 3.53125,
+ "MQ": 2.9375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot starting with a static view of autumn fields bathed in golden evening light, followed by a dramatic transformation where birds converge into a dense, dynamic mass that explodes outward in a synchronized, chaotic movement. The scene features low slanting sunlight, rapid wing flapping, and a gradual camera pull to reveal the full scope of the exodus, culminating in an awe inspiring display of natural power.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive warm color palette, but there are noticeable artifacts and some inconsistencies in rendering the flock dynamics. The tree silhouette and field textures remain relatively stable, while the avian elements exhibit distortions and occasional unnatural motion patterns. The explosion sequence is present but not consistently smooth, with some abrupt transitions and minor rendering glitches that prevent a higher fidelity impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements such as the high angle perspective, the initial static landscape, the golden evening lighting, and the convergence and explosive dispersion of the flock. The core narrative arc is well represented, though a few details such as precise timing of the flocking behavior and the exact synchronization of the explosion are not perfectly matched, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The environmental lighting and landscape remain plausible, but the avian dynamics show inconsistencies in motion and morphology during the transformation. Some trajectories appear abrupt or morphologically inconsistent with real bird behavior, and the transition from dense flock to dispersed individuals lacks fully convincing physical realism. Overall, the scene conveys the intended concept, but certain aspects of avian motion and transformation could be improved for stronger common-sense coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle drone shot, initially static, is dominated by the vast sky above the autumn fields, stained by the golden afterglow of the evening sun. Tens of thousands of dark-colored starlings converge into a vast, dense, dynamic black mass, like a drop of living ink, slowly wriggling through the air, creating a tranquil yet magnificent spectacle. Suddenly, as if triggered by an invisible central point, this flowing black carpet explodes without warning. In a panicked yet highly synchronized movement, the flock explodes in all directions, each bird a rapidly moving pixel, weaving countless black trails radiating outward, carving chaotic yet graceful arcs against the warm yellow sky. Low-slanting sunlight penetrates the sparse clouds, gilding each rapidly flapping wing with a fleeting golden rim, lending this massive exodus a visual spectacle both shocking and poetic. As the camera slowly pulls away, the entire scope of the escape is fully revealed. The originally concentrated life forms instantly disintegrate and disappear between the vast sky and earth, creating an awe-inspiring atmosphere of natural power and instantaneous change.",
+ "seed": 28530,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_1/index_9840_seed_28530_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.375,
+ "avg": 9.390625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle drone shot, initially static, is dominated by the vast sky above the autumn fields, stained by the golden afterglow of the evening sun. Tens of thousands of dark-colored starlings converge into a vast, dense, dynamic black mass, like a drop of living ink, slowly wriggling through the air, creating a tranquil yet magnificent spectacle. Suddenly, as if triggered by an invisible central point, this flowing black carpet explodes without warning. In a panicked yet highly synchronized movement, the flock explodes in all directions, each bird a rapidly moving pixel, weaving countless black trails radiating outward, carving chaotic yet graceful arcs against the warm yellow sky. Low-slanting sunlight penetrates the sparse clouds, gilding each rapidly flapping wing with a fleeting golden rim, lending this massive exodus a visual spectacle both shocking and poetic. As the camera slowly pulls away, the entire scope of the escape is fully revealed. The originally concentrated life forms instantly disintegrate and disappear between the vast sky and earth, creating an awe-inspiring atmosphere of natural power and instantaneous change.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot starting with a static view of autumn fields bathed in golden evening light, followed by a dramatic flocking sequence where birds converge into a dense, dynamic mass that explodes outward in a synchronized, chaotic movement. The scene features low slanting sunlight, rapid wing flapping, and a gradual camera pull to reveal the full scope of the exodus, culminating in an awe inspiring display of natural power.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive warm color palette, but there are noticeable issues that prevent a higher rating. The flock rendering exhibits some inconsistencies in bird shapes and motion, occasional artifacts, and minor frame-to-frame jitter. While the background remains stable and lighting is consistent, these defects reduce realism and coherence of the flock dynamics.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements such as a high-angle perspective, a large sky over fields, and a dramatic flock convergence with a sense of scale. However, certain aspects of the prompt are not perfectly realized: the exact moment of the “explosion” is not always clearly depicted, and the camera movement does not always mirror a slow pull away. Despite these gaps, the core narrative and visual intent are well conveyed.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible flocking behavior and lighting, but there are subtle inconsistencies in motion fluidity and flock cohesion that slightly undermine realism. Wing movements and trajectories are mostly believable, though occasional irregularities appear. Overall, the dynamics are coherent enough to support the scenario, 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": {
+ "VQ": 3.0625,
+ "TA": 3.359375,
+ "MQ": 2.96875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot starting with a static view of autumn fields bathed in golden evening light, followed by a dramatic flocking sequence where birds converge into a dense, dynamic mass that explodes outward in a synchronized, chaotic movement. The scene features low slanting sunlight, rapid wing flapping, and a gradual camera pull to reveal the full scope of the exodus, culminating in an awe inspiring display of natural power.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive warm color palette, but there are noticeable issues that prevent a higher rating. The flock rendering exhibits some inconsistencies in bird shapes and motion, occasional artifacts, and minor frame-to-frame jitter. While the background remains stable and lighting is consistent, these defects reduce realism and coherence of the flock dynamics.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements such as a high-angle perspective, a large sky over fields, and a dramatic flock convergence with a sense of scale. However, certain aspects of the prompt are not perfectly realized: the exact moment of the “explosion” is not always clearly depicted, and the camera movement does not always mirror a slow pull away. Despite these gaps, the core narrative and visual intent are well conveyed.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible flocking behavior and lighting, but there are subtle inconsistencies in motion fluidity and flock cohesion that slightly undermine realism. Wing movements and trajectories are mostly believable, though occasional irregularities appear. Overall, the dynamics are coherent enough to support the scenario, but 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-window3/rl_samples/0000194/group_11/index_tensor([5608, 5608])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_11/index_tensor([5608, 5608])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..af0479b140c981c9fc76941de9b85957554679d9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_11/index_tensor([5608, 5608])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 22573,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_11/index_5608_seed_22573_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.0625,
+ "avg": 9.046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "smooth, animated 3D wide-angle shot, filmed from a slightly elevated angle, slowly pans right across the interior of a vast, pristine, futuristic robotics factory. Dozens of intricate robotic arms, constructed of polished chrome and matte carbon fiber, perform a silent symphony of movement with breathtaking speed and perfect coordination, like a choreographed ballet. Within a vast space outlined by cool white LED strips, these arms work in unison around a central assembly line. Some rotate and extend rapidly, snapping components into place with a precision barely perceptible to the naked eye, while others laser-weld joints, sending bursts of dazzling blue arcs and white sparks. Together, they build rows of streamlined humanoid robots, clad in sleek white composite shells, secured to assembly jigs. A soft, lifelike blue glow emanates from the robots' translucent chests and the seams of their limbs, casting dynamic reflections on the dark, obsidian-like floor. The fast and smooth animation effects of the entire scene highlight the high-tech precision contained in every rotation, grabbing and welding action, creating an awe-inspiring, efficient and cold future industrial 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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a smooth, animated 3D wide-angle shot from a slightly elevated angle, panning right across a vast, pristine futuristic robotics factory. It envisions dozens of intricate robotic arms in polished chrome and matte carbon fiber performing precise, synchronized movements with speed and coordination, like a choreographed ballet. The scene should feature a vast space outlined by cool white LED strips, arms working around a central assembly line, rapid rotating and extending actions, laser-welding with blue arcs and white sparks, and the construction of rows of humanoid robots with sleek white composite shells on assembly jigs. A soft blue glow from translucent chests and limb seams, dynamic reflections on a dark floor, and fast, smooth animation effects are all part of the vision.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and metallic surfaces show convincing reflections, with consistent lighting and a coherent color palette dominated by blues and metallic tones. The rendering style remains clearly 3D and the composition stays stable, with smooth transitions between frames. However, some fine details are not highly crisp, and a few areas lack the level of polish seen in top-tier renders. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a 3D rendered scene, a wide-angle perspective, and a rightward pan through a futuristic facility with multiple robotic arms and visible LED lighting. However, certain aspects are underrepresented or ambiguous: the presence of a central assembly line is not clearly established, and the rapid, precise movements described in the prompt are not convincingly demonstrated. The humanoid robots appear more as components than full-fledged robots, and the described laser-welding and dramatic blue glow are not clearly depicted. Consequently, the overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, with robotic components arranged in a believable manner and lighting that supports depth and material properties. There are no obvious physical contradictions, and the environment reads as a coherent, high-tech setting. Some minor inconsistencies exist in how certain motions and interactions are portrayed, but they do not undermine overall plausibility. This yields a moderate assessment of Physical/Common-sense Consistency (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": 3.3125,
+ "TA": 2.71875,
+ "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 smooth, animated 3D wide-angle shot from a slightly elevated angle, panning right across a vast, pristine futuristic robotics factory. It envisions dozens of intricate robotic arms in polished chrome and matte carbon fiber performing precise, synchronized movements with speed and coordination, like a choreographed ballet. The scene should feature a vast space outlined by cool white LED strips, arms working around a central assembly line, rapid rotating and extending actions, laser-welding with blue arcs and white sparks, and the construction of rows of humanoid robots with sleek white composite shells on assembly jigs. A soft blue glow from translucent chests and limb seams, dynamic reflections on a dark floor, and fast, smooth animation effects are all part of the vision.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and metallic surfaces show convincing reflections, with consistent lighting and a coherent color palette dominated by blues and metallic tones. The rendering style remains clearly 3D and the composition stays stable, with smooth transitions between frames. However, some fine details are not highly crisp, and a few areas lack the level of polish seen in top-tier renders. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a 3D rendered scene, a wide-angle perspective, and a rightward pan through a futuristic facility with multiple robotic arms and visible LED lighting. However, certain aspects are underrepresented or ambiguous: the presence of a central assembly line is not clearly established, and the rapid, precise movements described in the prompt are not convincingly demonstrated. The humanoid robots appear more as components than full-fledged robots, and the described laser-welding and dramatic blue glow are not clearly depicted. Consequently, the overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, with robotic components arranged in a believable manner and lighting that supports depth and material properties. There are no obvious physical contradictions, and the environment reads as a coherent, high-tech setting. Some minor inconsistencies exist in how certain motions and interactions are portrayed, but they do not undermine overall plausibility. This yields a moderate assessment of Physical/Common-sense Consistency (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": "smooth, animated 3D wide-angle shot, filmed from a slightly elevated angle, slowly pans right across the interior of a vast, pristine, futuristic robotics factory. Dozens of intricate robotic arms, constructed of polished chrome and matte carbon fiber, perform a silent symphony of movement with breathtaking speed and perfect coordination, like a choreographed ballet. Within a vast space outlined by cool white LED strips, these arms work in unison around a central assembly line. Some rotate and extend rapidly, snapping components into place with a precision barely perceptible to the naked eye, while others laser-weld joints, sending bursts of dazzling blue arcs and white sparks. Together, they build rows of streamlined humanoid robots, clad in sleek white composite shells, secured to assembly jigs. A soft, lifelike blue glow emanates from the robots' translucent chests and the seams of their limbs, casting dynamic reflections on the dark, obsidian-like floor. The fast and smooth animation effects of the entire scene highlight the high-tech precision contained in every rotation, grabbing and welding action, creating an awe-inspiring, efficient and cold future industrial atmosphere.",
+ "seed": 22574,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_11/index_5608_seed_22574_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": 2.578125,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.5,
+ "avg": 8.46875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "smooth, animated 3D wide-angle shot, filmed from a slightly elevated angle, slowly pans right across the interior of a vast, pristine, futuristic robotics factory. Dozens of intricate robotic arms, constructed of polished chrome and matte carbon fiber, perform a silent symphony of movement with breathtaking speed and perfect coordination, like a choreographed ballet. Within a vast space outlined by cool white LED strips, these arms work in unison around a central assembly line. Some rotate and extend rapidly, snapping components into place with a precision barely perceptible to the naked eye, while others laser-weld joints, sending bursts of dazzling blue arcs and white sparks. Together, they build rows of streamlined humanoid robots, clad in sleek white composite shells, secured to assembly jigs. A soft, lifelike blue glow emanates from the robots' translucent chests and the seams of their limbs, casting dynamic reflections on the dark, obsidian-like floor. The fast and smooth animation effects of the entire scene highlight the high-tech precision contained in every rotation, grabbing and welding action, creating an awe-inspiring, efficient and cold future industrial 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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a smooth, animated 3D wide-angle shot from a slightly elevated angle, panning right across the interior of a vast, pristine, futuristic robotics factory. It envisions dozens of intricate robotic arms in polished chrome and matte carbon fiber performing precise, synchronized movements like a choreographed ballet. The scene should feature a vast space outlined by cool white LED strips, a central assembly line, rapid rotating and extending actions, laser-welding with blue arcs and white sparks, and the construction of rows of humanoid robots with white composite shells on assembly jigs. A soft blue glow from translucent chests and limb seams, dynamic reflections on a dark floor, and fast, smooth animation effects are all part of the vision.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but mid-range in quality. The resolution is adequate and lighting remains consistent, with a blue/cyan palette and reflective surfaces that support the futuristic aesthetic. However, there are occasional minor artifacts and slight softness in some areas, which prevent a higher-end impression. Overall, the visuals are acceptable and convey the intended atmosphere, but they do not reach high-fidelity detail or polish.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a wide, elevated view, multiple robotic arms, a central assembly area, and a blue-lit environment with reflective floors. However, certain aspects are underrepresented or ambiguous: the rapid, choreographed dynamics and the precise, seamless integration of components are not consistently demonstrated, and some details (such as explicit laser-welding visuals or the exact sequencing of assembly steps) are not clearly shown. The alignment is moderate: it communicates the concept but does not fully realize all described nuances.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and mechanical logic, with arms positioned around a central workspace and coherent lighting and reflections. Yet, some interactions appear simplified or stylized, and a few dynamic sequences lack convincing physical realism (e.g., the timing and articulation of rapid assembly steps). Overall, the physical consistency is acceptable but not strongly convincing, reflecting a mid-level assessment.\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": 2.578125,
+ "TA": 3.046875,
+ "MQ": 2.84375,
+ "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 smooth, animated 3D wide-angle shot from a slightly elevated angle, panning right across the interior of a vast, pristine, futuristic robotics factory. It envisions dozens of intricate robotic arms in polished chrome and matte carbon fiber performing precise, synchronized movements like a choreographed ballet. The scene should feature a vast space outlined by cool white LED strips, a central assembly line, rapid rotating and extending actions, laser-welding with blue arcs and white sparks, and the construction of rows of humanoid robots with white composite shells on assembly jigs. A soft blue glow from translucent chests and limb seams, dynamic reflections on a dark floor, and fast, smooth animation effects are all part of the vision.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but mid-range in quality. The resolution is adequate and lighting remains consistent, with a blue/cyan palette and reflective surfaces that support the futuristic aesthetic. However, there are occasional minor artifacts and slight softness in some areas, which prevent a higher-end impression. Overall, the visuals are acceptable and convey the intended atmosphere, but they do not reach high-fidelity detail or polish.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a wide, elevated view, multiple robotic arms, a central assembly area, and a blue-lit environment with reflective floors. However, certain aspects are underrepresented or ambiguous: the rapid, choreographed dynamics and the precise, seamless integration of components are not consistently demonstrated, and some details (such as explicit laser-welding visuals or the exact sequencing of assembly steps) are not clearly shown. The alignment is moderate: it communicates the concept but does not fully realize all described nuances.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and mechanical logic, with arms positioned around a central workspace and coherent lighting and reflections. Yet, some interactions appear simplified or stylized, and a few dynamic sequences lack convincing physical realism (e.g., the timing and articulation of rapid assembly steps). Overall, the physical consistency is acceptable but not strongly convincing, reflecting a mid-level assessment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "smooth, animated 3D wide-angle shot, filmed from a slightly elevated angle, slowly pans right across the interior of a vast, pristine, futuristic robotics factory. Dozens of intricate robotic arms, constructed of polished chrome and matte carbon fiber, perform a silent symphony of movement with breathtaking speed and perfect coordination, like a choreographed ballet. Within a vast space outlined by cool white LED strips, these arms work in unison around a central assembly line. Some rotate and extend rapidly, snapping components into place with a precision barely perceptible to the naked eye, while others laser-weld joints, sending bursts of dazzling blue arcs and white sparks. Together, they build rows of streamlined humanoid robots, clad in sleek white composite shells, secured to assembly jigs. A soft, lifelike blue glow emanates from the robots' translucent chests and the seams of their limbs, casting dynamic reflections on the dark, obsidian-like floor. The fast and smooth animation effects of the entire scene highlight the high-tech precision contained in every rotation, grabbing and welding action, creating an awe-inspiring, efficient and cold future industrial atmosphere.",
+ "seed": 22575,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_11/index_5608_seed_22575_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 9.375,
+ "avg": 9.34375,
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+ "question_id": "videoscore2_overall",
+ "question": "smooth, animated 3D wide-angle shot, filmed from a slightly elevated angle, slowly pans right across the interior of a vast, pristine, futuristic robotics factory. Dozens of intricate robotic arms, constructed of polished chrome and matte carbon fiber, perform a silent symphony of movement with breathtaking speed and perfect coordination, like a choreographed ballet. Within a vast space outlined by cool white LED strips, these arms work in unison around a central assembly line. Some rotate and extend rapidly, snapping components into place with a precision barely perceptible to the naked eye, while others laser-weld joints, sending bursts of dazzling blue arcs and white sparks. Together, they build rows of streamlined humanoid robots, clad in sleek white composite shells, secured to assembly jigs. A soft, lifelike blue glow emanates from the robots' translucent chests and the seams of their limbs, casting dynamic reflections on the dark, obsidian-like floor. The fast and smooth animation effects of the entire scene highlight the high-tech precision contained in every rotation, grabbing and welding action, creating an awe-inspiring, efficient and cold future industrial atmosphere.",
+ "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 smooth, animated 3D wide-angle shot from a slightly elevated angle, panning right across a vast, pristine, futuristic robotics factory. It envisions dozens of intricate robotic arms in polished chrome and matte carbon fiber performing precise, synchronized movements with speed and coordination, like a choreographed ballet. The scene should feature a vast space outlined by cool white LED strips, arms working around a central assembly line, rapid rotations and extensions, laser-welding with blue arcs and white sparks, and the construction of rows of humanoid robots with white composite shells on assembly jigs. A soft blue glow from translucent chests and limb seams, dynamic reflections on a dark floor, and fast, smooth animation effects are all part of the vision.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but mid-range in fidelity. The resolution is adequate and lighting remains consistent, with blue accents and reflective surfaces present. However, some details appear softened or slightly blurred, and there are occasional minor artifacts that prevent a higher-fidelity impression. Overall, the visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a wide, elevated view, multiple robotic arms, a central assembly area, and visible blue lighting — and conveys a sense of coordinated activity. However, certain aspects are underrepresented or ambiguous: the rapid, precise movements described as a choreographed ballet are not clearly demonstrated, and the humanoid robot construction and the specific sequencing of actions are not convincingly depicted. The alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible industrial-robot dynamics with believable joint articulation and spatial relationships. Lighting and reflections support a convincing high-tech environment. While the overall setup reads as credible, some details (e.g., exact sequencing of components, the emergence of humanoid forms) are not fully realized, leaving room for improvement in physical realism and common-sense 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
+ },
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+ "TA": 3.1875,
+ "MQ": 3.0,
+ "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 smooth, animated 3D wide-angle shot from a slightly elevated angle, panning right across a vast, pristine, futuristic robotics factory. It envisions dozens of intricate robotic arms in polished chrome and matte carbon fiber performing precise, synchronized movements with speed and coordination, like a choreographed ballet. The scene should feature a vast space outlined by cool white LED strips, arms working around a central assembly line, rapid rotations and extensions, laser-welding with blue arcs and white sparks, and the construction of rows of humanoid robots with white composite shells on assembly jigs. A soft blue glow from translucent chests and limb seams, dynamic reflections on a dark floor, and fast, smooth animation effects are all part of the vision.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but mid-range in fidelity. The resolution is adequate and lighting remains consistent, with blue accents and reflective surfaces present. However, some details appear softened or slightly blurred, and there are occasional minor artifacts that prevent a higher-fidelity impression. Overall, the visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a wide, elevated view, multiple robotic arms, a central assembly area, and visible blue lighting — and conveys a sense of coordinated activity. However, certain aspects are underrepresented or ambiguous: the rapid, precise movements described as a choreographed ballet are not clearly demonstrated, and the humanoid robot construction and the specific sequencing of actions are not convincingly depicted. The alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible industrial-robot dynamics with believable joint articulation and spatial relationships. Lighting and reflections support a convincing high-tech environment. While the overall setup reads as credible, some details (e.g., exact sequencing of components, the emergence of humanoid forms) are not fully realized, leaving room for improvement in physical realism and common-sense consistency.\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": 22576,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_11/index_5608_seed_22576_dp_23_rank_46_sample_3_slot_1.mp4",
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+ "video_score2_overall": 8.8125,
+ "avg": 8.796875,
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+ "question": "smooth, animated 3D wide-angle shot, filmed from a slightly elevated angle, slowly pans right across the interior of a vast, pristine, futuristic robotics factory. Dozens of intricate robotic arms, constructed of polished chrome and matte carbon fiber, perform a silent symphony of movement with breathtaking speed and perfect coordination, like a choreographed ballet. Within a vast space outlined by cool white LED strips, these arms work in unison around a central assembly line. Some rotate and extend rapidly, snapping components into place with a precision barely perceptible to the naked eye, while others laser-weld joints, sending bursts of dazzling blue arcs and white sparks. Together, they build rows of streamlined humanoid robots, clad in sleek white composite shells, secured to assembly jigs. A soft, lifelike blue glow emanates from the robots' translucent chests and the seams of their limbs, casting dynamic reflections on the dark, obsidian-like floor. The fast and smooth animation effects of the entire scene highlight the high-tech precision contained in every rotation, grabbing and welding action, creating an awe-inspiring, efficient and cold future industrial atmosphere.",
+ "token_credit_reward": 8.8125,
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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 smooth, animated 3D wide-angle shot from a slightly elevated angle, panning right across a vast, pristine, futuristic robotics factory. It envisions dozens of intricate robotic arms in polished chrome and matte carbon fiber performing precise, synchronized movements with speed and coordination, like a choreographed ballet. The scene should feature a vast space outlined by cool white LED strips, arms working around a central assembly line, rapid rotations and extensions, laser-welding with blue arcs and white sparks, and the construction of rows of humanoid robots with white composite shells on assembly jigs. A soft blue glow from translucent chests and limb seams, dynamic reflections on a dark floor, and fast, smooth animation effects are all part of the vision.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a futuristic industrial setting with robotic elements and blue lighting. However, the overall visual quality is moderate rather than high-end. There are occasional motion blur during rapid arm movements, some compression artifacts, and uneven sharpness between foreground machinery and background details. The lighting remains atmospheric but does not consistently deliver crisp highlights or depth cues, and color grading can feel flat at times. In short, the scene communicates the intended aesthetic, but it does not achieve high-fidelity rendering throughout.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt — a wide-angle, elevated viewpoint; multiple robotic arms; a futuristic factory ambiance with blue LED-like lighting; and visible robotic activity around an assembly area. However, certain prompt specifics are underrepresented or ambiguous: the precise choreography of movements, the exact materials (polished chrome and matte carbon fiber), and the explicit depiction of laser-welding with blue arcs and white sparks are not clearly demonstrated. The humanoid robots and the described level of fine-grained precision are not convincingly realized. Overall, alignment is moderate: the main ideas are present, but many detailed prompt elements are only partially realized.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and mechanical logic, with robotic components arranged in believable configurations and consistent lighting. Yet there are minor inconsistencies in scale, joint articulation, and material behavior that prevent a higher level of realism. No obvious physics violations are detected, but the overall physical realism remains at a moderate 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": 2.640625,
+ "TA": 3.234375,
+ "MQ": 2.921875,
+ "Overall": 8.8125
+ }
+ }
+ ],
+ "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 smooth, animated 3D wide-angle shot from a slightly elevated angle, panning right across a vast, pristine, futuristic robotics factory. It envisions dozens of intricate robotic arms in polished chrome and matte carbon fiber performing precise, synchronized movements with speed and coordination, like a choreographed ballet. The scene should feature a vast space outlined by cool white LED strips, arms working around a central assembly line, rapid rotations and extensions, laser-welding with blue arcs and white sparks, and the construction of rows of humanoid robots with white composite shells on assembly jigs. A soft blue glow from translucent chests and limb seams, dynamic reflections on a dark floor, and fast, smooth animation effects are all part of the vision.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a futuristic industrial setting with robotic elements and blue lighting. However, the overall visual quality is moderate rather than high-end. There are occasional motion blur during rapid arm movements, some compression artifacts, and uneven sharpness between foreground machinery and background details. The lighting remains atmospheric but does not consistently deliver crisp highlights or depth cues, and color grading can feel flat at times. In short, the scene communicates the intended aesthetic, but it does not achieve high-fidelity rendering throughout.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt — a wide-angle, elevated viewpoint; multiple robotic arms; a futuristic factory ambiance with blue LED-like lighting; and visible robotic activity around an assembly area. However, certain prompt specifics are underrepresented or ambiguous: the precise choreography of movements, the exact materials (polished chrome and matte carbon fiber), and the explicit depiction of laser-welding with blue arcs and white sparks are not clearly demonstrated. The humanoid robots and the described level of fine-grained precision are not convincingly realized. Overall, alignment is moderate: the main ideas are present, but many detailed prompt elements are only partially realized.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and mechanical logic, with robotic components arranged in believable configurations and consistent lighting. Yet there are minor inconsistencies in scale, joint articulation, and material behavior that prevent a higher level of realism. No obvious physics violations are detected, but the overall physical realism remains at a moderate 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-window3/rl_samples/0000194/group_13/index_tensor([8590, 8590])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_13/index_tensor([8590, 8590])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f19523bf6e6af992b71e4012b0ff247f4ebf7d0a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_13/index_tensor([8590, 8590])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "close-up shot, framed by a strong diagonal composition, the camera remains still, focused on a hand clad in a soft, dark brown leather glove. The leather bears subtle marks of wear and delicate wrinkles at the knuckles. The hand steadily holds an antique pocket watch, its polished brass case running diagonally across the frame, its surface softly gleaming under a single, warm, sidelight. The background is a completely out-of-focus, dark, textured surface, perhaps a mahogany desk. A gloved thumb rests precisely on the small release button at the crown. With a swift, gentle press, the polished brass cover snaps open with a satisfying, near-silent click, revealing a pristine white enamel dial beneath, adorned with elegant Roman numerals and slender, deep blue hands. The light captures the cover's instantaneous movement, creating a bright highlight around the brass edge, and the overall warm tones create an atmosphere of quiet concentration, nostalgia, and appreciation of exquisite craftsmanship.",
+ "seed": 18326,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_13/index_8590_seed_18326_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 2.640625,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.625,
+ "avg": 8.609375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, framed by a strong diagonal composition, the camera remains still, focused on a hand clad in a soft, dark brown leather glove. The leather bears subtle marks of wear and delicate wrinkles at the knuckles. The hand steadily holds an antique pocket watch, its polished brass case running diagonally across the frame, its surface softly gleaming under a single, warm, sidelight. The background is a completely out-of-focus, dark, textured surface, perhaps a mahogany desk. A gloved thumb rests precisely on the small release button at the crown. With a swift, gentle press, the polished brass cover snaps open with a satisfying, near-silent click, revealing a pristine white enamel dial beneath, adorned with elegant Roman numerals and slender, deep blue hands. The light captures the cover's instantaneous movement, creating a bright highlight around the brass edge, and the overall warm tones create an atmosphere of quiet concentration, nostalgia, and appreciation of exquisite craftsmanship.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
+ "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 close-up shot with a strong diagonal composition, a stationary camera, and a hand wearing a soft dark brown leather glove with subtle wear marks. It envisions the hand holding an antique pocket watch whose polished brass case runs diagonally across the frame, gleaming under warm lighting, with a dark, out-of-focus background and a gloved thumb resting on the release button. The sequence should show the cover opening with a near-silent click to reveal a pristine white enamel dial with Roman numerals and slender blue hands, followed by a bright highlight around the brass edge and a warm-toned atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent warm lighting, but there are noticeable issues that prevent a higher rating. The pocket watch exhibits shape changes across frames, and the watch face displays fluctuations in size and position. The background blur is present but not perfectly uniform, and some minor artifacts appear around the watch. The hand and glove remain reasonably well-rendered, contributing to a coherent scene despite these inconsistencies.\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 framing, a stationary camera, a hand in a dark brown leather glove, and a visible pocket watch with warm lighting and a dark background. However, important dynamic aspects described in the prompt are not convincingly realized: the watch cover opening action is not clearly depicted, the white enamel dial with Roman numerals and blue hands is not consistently shown, and the precise interaction with the release button is not evident. The result is a partial match where many descriptive details are present but crucial moments are missing or ambiguous.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible object relationships and lighting, but the watch’s morphing appearance and inconsistent motion introduce perceptual inconsistencies. The hand positioning and glove texture remain believable, yet the watch’s changing form and the lack of a clearly executed opening sequence reduce the overall realism of the interaction.\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": {
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+ "TA": 2.640625,
+ "MQ": 2.9375,
+ "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 close-up shot with a strong diagonal composition, a stationary camera, and a hand wearing a soft dark brown leather glove with subtle wear marks. It envisions the hand holding an antique pocket watch whose polished brass case runs diagonally across the frame, gleaming under warm lighting, with a dark, out-of-focus background and a gloved thumb resting on the release button. The sequence should show the cover opening with a near-silent click to reveal a pristine white enamel dial with Roman numerals and slender blue hands, followed by a bright highlight around the brass edge and a warm-toned atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent warm lighting, but there are noticeable issues that prevent a higher rating. The pocket watch exhibits shape changes across frames, and the watch face displays fluctuations in size and position. The background blur is present but not perfectly uniform, and some minor artifacts appear around the watch. The hand and glove remain reasonably well-rendered, contributing to a coherent scene despite these inconsistencies.\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 framing, a stationary camera, a hand in a dark brown leather glove, and a visible pocket watch with warm lighting and a dark background. However, important dynamic aspects described in the prompt are not convincingly realized: the watch cover opening action is not clearly depicted, the white enamel dial with Roman numerals and blue hands is not consistently shown, and the precise interaction with the release button is not evident. The result is a partial match where many descriptive details are present but crucial moments are missing or ambiguous.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible object relationships and lighting, but the watch’s morphing appearance and inconsistent motion introduce perceptual inconsistencies. The hand positioning and glove texture remain believable, yet the watch’s changing form and the lack of a clearly executed opening sequence reduce the overall realism of the interaction.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot, framed by a strong diagonal composition, the camera remains still, focused on a hand clad in a soft, dark brown leather glove. The leather bears subtle marks of wear and delicate wrinkles at the knuckles. The hand steadily holds an antique pocket watch, its polished brass case running diagonally across the frame, its surface softly gleaming under a single, warm, sidelight. The background is a completely out-of-focus, dark, textured surface, perhaps a mahogany desk. A gloved thumb rests precisely on the small release button at the crown. With a swift, gentle press, the polished brass cover snaps open with a satisfying, near-silent click, revealing a pristine white enamel dial beneath, adorned with elegant Roman numerals and slender, deep blue hands. The light captures the cover's instantaneous movement, creating a bright highlight around the brass edge, and the overall warm tones create an atmosphere of quiet concentration, nostalgia, and appreciation of exquisite craftsmanship.",
+ "seed": 18327,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_13/index_8590_seed_18327_dp_26_rank_52_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.25,
+ "video_score2_ta": 3.0625,
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+ "video_score2_overall": 9.625,
+ "avg": 9.640625,
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+ "question": "close-up shot, framed by a strong diagonal composition, the camera remains still, focused on a hand clad in a soft, dark brown leather glove. The leather bears subtle marks of wear and delicate wrinkles at the knuckles. The hand steadily holds an antique pocket watch, its polished brass case running diagonally across the frame, its surface softly gleaming under a single, warm, sidelight. The background is a completely out-of-focus, dark, textured surface, perhaps a mahogany desk. A gloved thumb rests precisely on the small release button at the crown. With a swift, gentle press, the polished brass cover snaps open with a satisfying, near-silent click, revealing a pristine white enamel dial beneath, adorned with elegant Roman numerals and slender, deep blue hands. The light captures the cover's instantaneous movement, creating a bright highlight around the brass edge, and the overall warm tones create an atmosphere of quiet concentration, nostalgia, and appreciation of exquisite craftsmanship.",
+ "token_credit_reward": 9.625,
+ "selected_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 close-up shot with a strong diagonal composition, a stationary camera, and a hand wearing a soft, dark brown leather glove with subtle wear marks. It envisions the hand holding an antique pocket watch whose polished brass case runs diagonally across the frame, gleaming under warm lighting, with a dark, out-of-focus background and a precise interaction with the watch's release button. The sequence should culminate in the watch opening to reveal a pristine white-enamel dial with Roman numerals and slender blue hands, accompanied by a bright highlight around the brass edge and a mood of quiet concentration, nostalgia, and appreciation of craftsmanship.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the leather glove texture and the pocket watch details, with warm, directional lighting that creates pleasing shadows. However, there are minor inconsistencies in sharpness across frames and slight color/contrast fluctuations, which prevent a higher rating. The background blur and depth cues are present but not perfectly uniform, and the motion between frames is not fully fluid, contributing to a sense of mild choppiness rather than seamless realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, a stationary camera, a hand in a dark brown leather glove with visible wear, and the presence of an antique pocket watch with a polished brass case positioned diagonally. The lighting and background treatment align with the described atmosphere. Some nuanced details—such as the exact moment of the watch opening and the precise interaction with the release button—are not perfectly realized, but the main components and composition closely match the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the hand posture, glove texture, and watch proportions feel believable, and the lighting supports depth and material perception. There are minor inconsistencies in micro-motions and timing of the watch opening that prevent a higher score, though nothing grossly violates 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": {
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+ },
+ "soft_scores": {
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+ "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 close-up shot with a strong diagonal composition, a stationary camera, and a hand wearing a soft, dark brown leather glove with subtle wear marks. It envisions the hand holding an antique pocket watch whose polished brass case runs diagonally across the frame, gleaming under warm lighting, with a dark, out-of-focus background and a precise interaction with the watch's release button. The sequence should culminate in the watch opening to reveal a pristine white-enamel dial with Roman numerals and slender blue hands, accompanied by a bright highlight around the brass edge and a mood of quiet concentration, nostalgia, and appreciation of craftsmanship.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the leather glove texture and the pocket watch details, with warm, directional lighting that creates pleasing shadows. However, there are minor inconsistencies in sharpness across frames and slight color/contrast fluctuations, which prevent a higher rating. The background blur and depth cues are present but not perfectly uniform, and the motion between frames is not fully fluid, contributing to a sense of mild choppiness rather than seamless realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, a stationary camera, a hand in a dark brown leather glove with visible wear, and the presence of an antique pocket watch with a polished brass case positioned diagonally. The lighting and background treatment align with the described atmosphere. Some nuanced details—such as the exact moment of the watch opening and the precise interaction with the release button—are not perfectly realized, but the main components and composition closely match the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the hand posture, glove texture, and watch proportions feel believable, and the lighting supports depth and material perception. There are minor inconsistencies in micro-motions and timing of the watch opening that prevent a higher score, though nothing grossly violates 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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+ "seed": 18328,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_13/index_8590_seed_18328_dp_27_rank_54_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.359375,
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+ "question": "close-up shot, framed by a strong diagonal composition, the camera remains still, focused on a hand clad in a soft, dark brown leather glove. The leather bears subtle marks of wear and delicate wrinkles at the knuckles. The hand steadily holds an antique pocket watch, its polished brass case running diagonally across the frame, its surface softly gleaming under a single, warm, sidelight. The background is a completely out-of-focus, dark, textured surface, perhaps a mahogany desk. A gloved thumb rests precisely on the small release button at the crown. With a swift, gentle press, the polished brass cover snaps open with a satisfying, near-silent click, revealing a pristine white enamel dial beneath, adorned with elegant Roman numerals and slender, deep blue hands. The light captures the cover's instantaneous movement, creating a bright highlight around the brass edge, and the overall warm tones create an atmosphere of quiet concentration, nostalgia, and appreciation of exquisite craftsmanship.",
+ "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 close-up shot with a strong diagonal composition, a stationary camera, and a hand wearing a soft, dark brown leather glove with subtle wear marks. It envisions the hand holding an antique pocket watch whose polished brass case runs diagonally across the frame, gleaming under a single warm side-light. The background should be out of focus and dark, possibly a mahogany desk. A gloved thumb is to rest on the small release button at the crown, followed by a swift, gentle press that opens the cover to reveal a pristine white enamel dial with Roman numerals and slender blue hands, accompanied by a bright highlight around the brass edge and warm tones conveying quiet concentration, nostalgia, and appreciation of craftsmanship.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a hand in a dark leather glove holding a pocket watch. The resolution is adequate but not high, with some graininess and mild noise. Lighting is warm and directional, producing convincing highlights and shadows. The watch face is visible and the brass case has a believable sheen. The background is dark and sufficiently blurred to emphasize the subject. There are no major distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements described in the prompt (close-up framing, diagonal composition, stationary camera, leather glove, pocket watch, warm lighting, and a dark background). However, key moments from the prompt are not realized in the footage: there is no clear depiction of the thumb pressing the release button, nor the moment when the cover opens to reveal the white enamel dial. The sequence does not demonstrate the full action arc, resulting in only partial alignment with the narrative. The overall alignment is moderate.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships: the glove texture, the way the watch sits in the hand, and the lighting/shadows align with real-world expectations. No obvious physical implausibilities are present, though the absence of the opening action reduces narrative coherence. Overall, physical consistency is acceptable but not outstanding.\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": 2.953125,
+ "TA": 2.359375,
+ "MQ": 2.921875,
+ "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 with a strong diagonal composition, a stationary camera, and a hand wearing a soft, dark brown leather glove with subtle wear marks. It envisions the hand holding an antique pocket watch whose polished brass case runs diagonally across the frame, gleaming under a single warm side-light. The background should be out of focus and dark, possibly a mahogany desk. A gloved thumb is to rest on the small release button at the crown, followed by a swift, gentle press that opens the cover to reveal a pristine white enamel dial with Roman numerals and slender blue hands, accompanied by a bright highlight around the brass edge and warm tones conveying quiet concentration, nostalgia, and appreciation of craftsmanship.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a hand in a dark leather glove holding a pocket watch. The resolution is adequate but not high, with some graininess and mild noise. Lighting is warm and directional, producing convincing highlights and shadows. The watch face is visible and the brass case has a believable sheen. The background is dark and sufficiently blurred to emphasize the subject. There are no major distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements described in the prompt (close-up framing, diagonal composition, stationary camera, leather glove, pocket watch, warm lighting, and a dark background). However, key moments from the prompt are not realized in the footage: there is no clear depiction of the thumb pressing the release button, nor the moment when the cover opens to reveal the white enamel dial. The sequence does not demonstrate the full action arc, resulting in only partial alignment with the narrative. The overall alignment is moderate.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships: the glove texture, the way the watch sits in the hand, and the lighting/shadows align with real-world expectations. No obvious physical implausibilities are present, though the absence of the opening action reduces narrative coherence. Overall, physical consistency is acceptable but not outstanding.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot, framed by a strong diagonal composition, the camera remains still, focused on a hand clad in a soft, dark brown leather glove. The leather bears subtle marks of wear and delicate wrinkles at the knuckles. The hand steadily holds an antique pocket watch, its polished brass case running diagonally across the frame, its surface softly gleaming under a single, warm, sidelight. The background is a completely out-of-focus, dark, textured surface, perhaps a mahogany desk. A gloved thumb rests precisely on the small release button at the crown. With a swift, gentle press, the polished brass cover snaps open with a satisfying, near-silent click, revealing a pristine white enamel dial beneath, adorned with elegant Roman numerals and slender, deep blue hands. The light captures the cover's instantaneous movement, creating a bright highlight around the brass edge, and the overall warm tones create an atmosphere of quiet concentration, nostalgia, and appreciation of exquisite craftsmanship.",
+ "seed": 18329,
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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 with a strong diagonal composition, a stationary camera, and a hand wearing a soft, dark brown leather glove with visible wear and knuckle details. It envisions an antique pocket watch with a polished brass case running diagonally across the frame, a warm, directional light, a dark, out-of-focus background, a gloved thumb pressing a release button, and a moment of the cover opening to reveal a pristine white-enamel dial with Roman numerals and slender blue hands, followed by a bright highlight around the brass edge. The intended mood is one of quiet concentration, nostalgia, and appreciation of craftsmanship.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals show a hand in a dark glove holding a pocket watch. The lighting is warm and directional, producing convincing highlights and depth. The background remains dark and out of focus, and the overall color palette stays warm. However, there are noticeable inconsistencies in sharpness and detail across frames, with some frames appearing softer than others. The motion between frames is not perfectly smooth, suggesting minor temporal jitter or interpolation artifacts. Overall, the visual quality is moderate rather than high-end.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements described in the prompt—close-up framing, a strong diagonal composition, a stationary camera, a gloved hand, and a visible pocket watch with warm lighting and a dark background. However, several key moments from the prompt are not clearly realized: the watch’s opening action and the specific interaction with the release button are not clearly depicted, and the white-enamel dial with Roman numerals and blue hands is not distinctly visible. The result is a partial alignment that reflects some but not all aspects of the original description.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: the hand and glove appear natural, the watch sits plausibly within the grasp, and lighting/shadows align with the described setup. There are no obvious violations of basic physics or anatomy. Some minor timing or motion nuances may feel slightly off, but they do not undermine overall coherence. Overall, physical 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": 3.0,
+ "TA": 2.21875,
+ "MQ": 2.890625,
+ "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 close-up shot with a strong diagonal composition, a stationary camera, and a hand wearing a soft, dark brown leather glove with visible wear and knuckle details. It envisions an antique pocket watch with a polished brass case running diagonally across the frame, a warm, directional light, a dark, out-of-focus background, a gloved thumb pressing a release button, and a moment of the cover opening to reveal a pristine white-enamel dial with Roman numerals and slender blue hands, followed by a bright highlight around the brass edge. The intended mood is one of quiet concentration, nostalgia, and appreciation of craftsmanship.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals show a hand in a dark glove holding a pocket watch. The lighting is warm and directional, producing convincing highlights and depth. The background remains dark and out of focus, and the overall color palette stays warm. However, there are noticeable inconsistencies in sharpness and detail across frames, with some frames appearing softer than others. The motion between frames is not perfectly smooth, suggesting minor temporal jitter or interpolation artifacts. Overall, the visual quality is moderate rather than high-end.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements described in the prompt—close-up framing, a strong diagonal composition, a stationary camera, a gloved hand, and a visible pocket watch with warm lighting and a dark background. However, several key moments from the prompt are not clearly realized: the watch’s opening action and the specific interaction with the release button are not clearly depicted, and the white-enamel dial with Roman numerals and blue hands is not distinctly visible. The result is a partial alignment that reflects some but not all aspects of the original description.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: the hand and glove appear natural, the watch sits plausibly within the grasp, and lighting/shadows align with the described setup. There are no obvious violations of basic physics or anatomy. Some minor timing or motion nuances may feel slightly off, but they do not undermine overall coherence. Overall, physical 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_4/index_tensor([3832, 3832])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_4/index_tensor([3832, 3832])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ea89b4474cb35b3c54b76f72609dd8f710e0d57
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_4/index_tensor([3832, 3832])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "surreal macro photography shot begins in extreme close-up, intensely focused on a vibrant yellow ginkgo leaf as it tumbles and flutters in mid-air. The leaf, a perfect fan of brilliant gold, reveals intricate, delicate veins and a gently curled, papery texture under the soft, diffuse forest light. It performs a delicate, chaotic dance, slowly rotating on its axis before gracefully tilting and swaying on imperceptible air currents against a background of earthy browns and soft greens. The camera then begins a slow, steady pullback, gradually widening the depth of field to reveal the leaf's destination. Its graceful descent is emphasized as it drifts toward a patch of plush, emerald-green moss on the forest floor, coated in a fine mist of dew. Countless tiny spherical water droplets cling to its velvety fibers, shimmering like miniature jewels. The image captures the final moments of its solitary journey, creating a serene and poignant atmosphere that celebrates the quiet and profound beauty of nature.",
+ "seed": 1266,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_4/index_3832_seed_1266_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": 3.46875,
+ "video_score2_ta": 3.78125,
+ "video_score2_mq": 3.453125,
+ "video_score2_overall": 10.6875,
+ "avg": 10.703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "surreal macro photography shot begins in extreme close-up, intensely focused on a vibrant yellow ginkgo leaf as it tumbles and flutters in mid-air. The leaf, a perfect fan of brilliant gold, reveals intricate, delicate veins and a gently curled, papery texture under the soft, diffuse forest light. It performs a delicate, chaotic dance, slowly rotating on its axis before gracefully tilting and swaying on imperceptible air currents against a background of earthy browns and soft greens. The camera then begins a slow, steady pullback, gradually widening the depth of field to reveal the leaf's destination. Its graceful descent is emphasized as it drifts toward a patch of plush, emerald-green moss on the forest floor, coated in a fine mist of dew. Countless tiny spherical water droplets cling to its velvety fibers, shimmering like miniature jewels. The image captures the final moments of its solitary journey, creating a serene and poignant atmosphere that celebrates the quiet and profound beauty of nature.",
+ "token_credit_reward": 10.6875,
+ "selected_reward": 10.6875,
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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 surreal macro photography sequence featuring a vibrant yellow ginkgo leaf that tumbles and flutters in mid-air, revealing intricate vein patterns and a delicate, papery texture under soft, diffuse forest lighting. The leaf performs a delicate, chaotic dance, gradually revealing more of the forest floor as the camera pulls back, culminating in a serene moment where droplets of dew enhance the leaf's velvety surface and the overall mood emphasizes quiet natural beauty.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail with some softness and occasional blur, particularly in the background. The leaf remains reasonably sharp in most shots, but there are moments of reduced clarity and mild motion blur during movement. Lighting is warm and atmospheric, with consistent color grading across the sequence. No major distortions or artifacts are evident, and transitions between frames are smooth. The depth-of-field effect is present and contributes to the mood, though it occasionally sacrifices fine detail in peripheral areas.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a vibrant yellow ginkgo leaf, mid-air motion, visible leaf veins, and a gentle, papery texture. The lighting and color palette align with the described forest ambiance, and the sequence progresses from a tight close-up to a wider view as the leaf descends toward mossy ground. Dew droplets appear in later frames, supporting the final moments of the prompt. While the match is solid, a few nuanced details could be further refined to reach perfection.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The leaf’s motion follows plausible aerodynamics for lightweight material, and the interaction with the mossy ground appears believable. However, there are minor inconsistencies in micro-dynamics and environmental interactions that prevent a higher level of realism. Overall, the scene maintains coherent physical behavior 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": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.78125,
+ "MQ": 3.453125,
+ "Overall": 10.6875
+ }
+ }
+ ],
+ "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 surreal macro photography sequence featuring a vibrant yellow ginkgo leaf that tumbles and flutters in mid-air, revealing intricate vein patterns and a delicate, papery texture under soft, diffuse forest lighting. The leaf performs a delicate, chaotic dance, gradually revealing more of the forest floor as the camera pulls back, culminating in a serene moment where droplets of dew enhance the leaf's velvety surface and the overall mood emphasizes quiet natural beauty.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail with some softness and occasional blur, particularly in the background. The leaf remains reasonably sharp in most shots, but there are moments of reduced clarity and mild motion blur during movement. Lighting is warm and atmospheric, with consistent color grading across the sequence. No major distortions or artifacts are evident, and transitions between frames are smooth. The depth-of-field effect is present and contributes to the mood, though it occasionally sacrifices fine detail in peripheral areas.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a vibrant yellow ginkgo leaf, mid-air motion, visible leaf veins, and a gentle, papery texture. The lighting and color palette align with the described forest ambiance, and the sequence progresses from a tight close-up to a wider view as the leaf descends toward mossy ground. Dew droplets appear in later frames, supporting the final moments of the prompt. While the match is solid, a few nuanced details could be further refined to reach perfection.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The leaf’s motion follows plausible aerodynamics for lightweight material, and the interaction with the mossy ground appears believable. However, there are minor inconsistencies in micro-dynamics and environmental interactions that prevent a higher level of realism. Overall, the scene maintains coherent physical behavior 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"
+ ]
+ },
+ {
+ "prompt": "surreal macro photography shot begins in extreme close-up, intensely focused on a vibrant yellow ginkgo leaf as it tumbles and flutters in mid-air. The leaf, a perfect fan of brilliant gold, reveals intricate, delicate veins and a gently curled, papery texture under the soft, diffuse forest light. It performs a delicate, chaotic dance, slowly rotating on its axis before gracefully tilting and swaying on imperceptible air currents against a background of earthy browns and soft greens. The camera then begins a slow, steady pullback, gradually widening the depth of field to reveal the leaf's destination. Its graceful descent is emphasized as it drifts toward a patch of plush, emerald-green moss on the forest floor, coated in a fine mist of dew. Countless tiny spherical water droplets cling to its velvety fibers, shimmering like miniature jewels. The image captures the final moments of its solitary journey, creating a serene and poignant atmosphere that celebrates the quiet and profound beauty of nature.",
+ "seed": 1267,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_4/index_3832_seed_1267_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.625,
+ "video_score2_ta": 3.203125,
+ "video_score2_mq": 3.453125,
+ "video_score2_overall": 10.25,
+ "avg": 10.28125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "surreal macro photography shot begins in extreme close-up, intensely focused on a vibrant yellow ginkgo leaf as it tumbles and flutters in mid-air. The leaf, a perfect fan of brilliant gold, reveals intricate, delicate veins and a gently curled, papery texture under the soft, diffuse forest light. It performs a delicate, chaotic dance, slowly rotating on its axis before gracefully tilting and swaying on imperceptible air currents against a background of earthy browns and soft greens. The camera then begins a slow, steady pullback, gradually widening the depth of field to reveal the leaf's destination. Its graceful descent is emphasized as it drifts toward a patch of plush, emerald-green moss on the forest floor, coated in a fine mist of dew. Countless tiny spherical water droplets cling to its velvety fibers, shimmering like miniature jewels. The image captures the final moments of its solitary journey, creating a serene and poignant atmosphere that celebrates the quiet and profound beauty of nature.",
+ "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 surreal macro photography shot featuring a vibrant yellow ginkgo leaf that tumbles and flutters in mid-air, with intricate vein patterns and a delicate, papery texture under soft, diffuse forest lighting. It should show a slow, steady pullback revealing the leaf's descent toward emerald moss on the forest floor, with dew-covered surfaces and a serene, contemplative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting or focus across shots. The depth-of-field effect is present but not perfectly uniform, and some frames exhibit mild noise or compression artifacts. The sequence remains coherent, but it 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 vibrant yellow ginkgo leaf with visible veins, mid-air motion, a pullback revealing more of the scene, and a final resting on moss with dew. The mood aligns with the intended serene, natural atmosphere. A few minor deviations exist in exact timing of the pullback or the precise moment of contact with the moss, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The leaf’s motion and interaction with moisture appear plausible, and the environmental cues support a believable descent. However, there are small inconsistencies in micro-physics details—such as the subtleties of air resistance and the exact dynamics of dew on the leaf—that prevent a higher level of realism. 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": 3.625,
+ "TA": 3.203125,
+ "MQ": 3.453125,
+ "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 surreal macro photography shot featuring a vibrant yellow ginkgo leaf that tumbles and flutters in mid-air, with intricate vein patterns and a delicate, papery texture under soft, diffuse forest lighting. It should show a slow, steady pullback revealing the leaf's descent toward emerald moss on the forest floor, with dew-covered surfaces and a serene, contemplative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting or focus across shots. The depth-of-field effect is present but not perfectly uniform, and some frames exhibit mild noise or compression artifacts. The sequence remains coherent, but it 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 vibrant yellow ginkgo leaf with visible veins, mid-air motion, a pullback revealing more of the scene, and a final resting on moss with dew. The mood aligns with the intended serene, natural atmosphere. A few minor deviations exist in exact timing of the pullback or the precise moment of contact with the moss, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The leaf’s motion and interaction with moisture appear plausible, and the environmental cues support a believable descent. However, there are small inconsistencies in micro-physics details—such as the subtleties of air resistance and the exact dynamics of dew on the leaf—that prevent a higher level of realism. 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"
+ ]
+ },
+ {
+ "prompt": "surreal macro photography shot begins in extreme close-up, intensely focused on a vibrant yellow ginkgo leaf as it tumbles and flutters in mid-air. The leaf, a perfect fan of brilliant gold, reveals intricate, delicate veins and a gently curled, papery texture under the soft, diffuse forest light. It performs a delicate, chaotic dance, slowly rotating on its axis before gracefully tilting and swaying on imperceptible air currents against a background of earthy browns and soft greens. The camera then begins a slow, steady pullback, gradually widening the depth of field to reveal the leaf's destination. Its graceful descent is emphasized as it drifts toward a patch of plush, emerald-green moss on the forest floor, coated in a fine mist of dew. Countless tiny spherical water droplets cling to its velvety fibers, shimmering like miniature jewels. The image captures the final moments of its solitary journey, creating a serene and poignant atmosphere that celebrates the quiet and profound beauty of nature.",
+ "seed": 1268,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_4/index_3832_seed_1268_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": 3.25,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.515625,
+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "surreal macro photography shot begins in extreme close-up, intensely focused on a vibrant yellow ginkgo leaf as it tumbles and flutters in mid-air. The leaf, a perfect fan of brilliant gold, reveals intricate, delicate veins and a gently curled, papery texture under the soft, diffuse forest light. It performs a delicate, chaotic dance, slowly rotating on its axis before gracefully tilting and swaying on imperceptible air currents against a background of earthy browns and soft greens. The camera then begins a slow, steady pullback, gradually widening the depth of field to reveal the leaf's destination. Its graceful descent is emphasized as it drifts toward a patch of plush, emerald-green moss on the forest floor, coated in a fine mist of dew. Countless tiny spherical water droplets cling to its velvety fibers, shimmering like miniature jewels. The image captures the final moments of its solitary journey, creating a serene and poignant atmosphere that celebrates the quiet and profound beauty 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 surreal macro photography shot featuring a vibrant yellow ginkgo leaf that tumbles and flutters in mid-air, with intricate vein patterns and a delicate, papery texture under soft, diffuse forest lighting. It should show a slow, steady pullback revealing a mossy forest floor, with dew-coated surfaces and a serene, contemplative mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting or focus across shots. The depth-of-field effect is present but not perfectly uniform, and some frames exhibit mild noise or compression artifacts. The sequence remains coherent, though it does not reach high-end polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a vibrant yellow ginkgo leaf with visible veins, mid-air motion, a pullback revealing a mossy forest floor, and dew-coated surfaces. The mood aligns with the serene, contemplative tone. A few nuanced details (such as exact leaf orientation during rotation or the precise timing of the pullback) are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The leaf’s motion and interaction with the environment feel plausible, and the environmental cues (moss, dew) support realism. However, there are minor inconsistencies in wind dynamics and surface interactions that prevent a higher level of 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": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.25,
+ "TA": 3.296875,
+ "MQ": 3.515625,
+ "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 surreal macro photography shot featuring a vibrant yellow ginkgo leaf that tumbles and flutters in mid-air, with intricate vein patterns and a delicate, papery texture under soft, diffuse forest lighting. It should show a slow, steady pullback revealing a mossy forest floor, with dew-coated surfaces and a serene, contemplative mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting or focus across shots. The depth-of-field effect is present but not perfectly uniform, and some frames exhibit mild noise or compression artifacts. The sequence remains coherent, though it does not reach high-end polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a vibrant yellow ginkgo leaf with visible veins, mid-air motion, a pullback revealing a mossy forest floor, and dew-coated surfaces. The mood aligns with the serene, contemplative tone. A few nuanced details (such as exact leaf orientation during rotation or the precise timing of the pullback) are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The leaf’s motion and interaction with the environment feel plausible, and the environmental cues (moss, dew) support realism. However, there are minor inconsistencies in wind dynamics and surface interactions that prevent a higher level of believability.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "surreal macro photography shot begins in extreme close-up, intensely focused on a vibrant yellow ginkgo leaf as it tumbles and flutters in mid-air. The leaf, a perfect fan of brilliant gold, reveals intricate, delicate veins and a gently curled, papery texture under the soft, diffuse forest light. It performs a delicate, chaotic dance, slowly rotating on its axis before gracefully tilting and swaying on imperceptible air currents against a background of earthy browns and soft greens. The camera then begins a slow, steady pullback, gradually widening the depth of field to reveal the leaf's destination. Its graceful descent is emphasized as it drifts toward a patch of plush, emerald-green moss on the forest floor, coated in a fine mist of dew. Countless tiny spherical water droplets cling to its velvety fibers, shimmering like miniature jewels. The image captures the final moments of its solitary journey, creating a serene and poignant atmosphere that celebrates the quiet and profound beauty of nature.",
+ "seed": 1269,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_4/index_3832_seed_1269_dp_9_rank_18_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.28125,
+ "video_score2_ta": 3.125,
+ "video_score2_mq": 3.5625,
+ "video_score2_overall": 9.0,
+ "avg": 8.96875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "surreal macro photography shot begins in extreme close-up, intensely focused on a vibrant yellow ginkgo leaf as it tumbles and flutters in mid-air. The leaf, a perfect fan of brilliant gold, reveals intricate, delicate veins and a gently curled, papery texture under the soft, diffuse forest light. It performs a delicate, chaotic dance, slowly rotating on its axis before gracefully tilting and swaying on imperceptible air currents against a background of earthy browns and soft greens. The camera then begins a slow, steady pullback, gradually widening the depth of field to reveal the leaf's destination. Its graceful descent is emphasized as it drifts toward a patch of plush, emerald-green moss on the forest floor, coated in a fine mist of dew. Countless tiny spherical water droplets cling to its velvety fibers, shimmering like miniature jewels. The image captures the final moments of its solitary journey, creating a serene and poignant atmosphere that celebrates the quiet and profound beauty of nature.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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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 a surreal macro photography shot featuring a vibrant yellow ginkgo leaf that tumbles and flutters in mid-air, with intricate vein patterns, a gently curled papery texture, and a delicate, chaotic dance under soft, diffuse forest light. The sequence should include a slow, steady pullback to reveal the leaf's destination as it descends toward moss on the forest floor, with dew-coated surfaces and a serene, contemplative mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and soft focus across many shots. The leaf remains identifiable in several frames, yet fine details such as the delicate veins and the texture are not consistently crisp. The background exhibits a pleasant bokeh, and lighting remains warm and diffused, contributing to a cohesive atmosphere. There are no major distortions or artifacts, and transitions between frames are smooth, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a macro-close perspective with a prominent yellow ginkgo leaf and a visible pullback that broadens the view to include more of the forest floor. The leaf’s motion appears to flutter and descend, and the scene includes moss and moisture on surfaces, aligning with the described environment. While some micro-details (e.g., exact leaf curl, precise dew rendering) may vary, the core elements—leaf identity, motion, setting, and atmospheric cues—are well captured, yielding high fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The leaf’s motion and interaction with the damp forest floor feel plausible, and the environmental context supports believable dynamics. However, there are minor inconsistencies in scale cues and subtle surface interactions that prevent a higher level of realism, resulting in a generally coherent but not flawless depiction.\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": 3.125,
+ "MQ": 3.5625,
+ "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 surreal macro photography shot featuring a vibrant yellow ginkgo leaf that tumbles and flutters in mid-air, with intricate vein patterns, a gently curled papery texture, and a delicate, chaotic dance under soft, diffuse forest light. The sequence should include a slow, steady pullback to reveal the leaf's destination as it descends toward moss on the forest floor, with dew-coated surfaces and a serene, contemplative mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and soft focus across many shots. The leaf remains identifiable in several frames, yet fine details such as the delicate veins and the texture are not consistently crisp. The background exhibits a pleasant bokeh, and lighting remains warm and diffused, contributing to a cohesive atmosphere. There are no major distortions or artifacts, and transitions between frames are smooth, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a macro-close perspective with a prominent yellow ginkgo leaf and a visible pullback that broadens the view to include more of the forest floor. The leaf’s motion appears to flutter and descend, and the scene includes moss and moisture on surfaces, aligning with the described environment. While some micro-details (e.g., exact leaf curl, precise dew rendering) may vary, the core elements—leaf identity, motion, setting, and atmospheric cues—are well captured, yielding high fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The leaf’s motion and interaction with the damp forest floor feel plausible, and the environmental context supports believable dynamics. However, there are minor inconsistencies in scale cues and subtle surface interactions that prevent a higher level of realism, resulting in a generally coherent but not flawless depiction.\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-window3/rl_samples/0000194/group_5/index_tensor([2394, 2394])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_5/index_tensor([2394, 2394])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..71e808eaed5bb693bc6b813a922649742f9ca176
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_5/index_tensor([2394, 2394])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, slightly low-angle extreme close-up, rendered in the hyper-detailed Todd McFarlane comic book style, captures the face of the formidable ancient Chinese warrior, Lu Junyi, in a moment of pure, visceral shock. Heavy, spidery black ink lines and deep, dramatic shadows define every feature with gritty precision, sculpting the tense muscles of his jaw and the weathered texture of his skin. His brow furrows, and suddenly his eyes widen in horrified realization. Within his now-dilated pupils, a tiny, exquisite detail is revealed, along with the distorted reflection of the oncoming enemy, noticeably distorted on the convex surface. As this happens, a glistening bead of sweat appears at his temple and begins to roll slowly and nervously down his face, its path narrowly missing the jagged, black metal rim of his shattered, battle-damaged helmet, which frames his contorted expression. The entire image is a masterclass in claustrophobic tension, using stark black and white lighting to accentuate the intricate lines and convey the powerful, silent scream of impending doom.",
+ "seed": 20691,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_5/index_2394_seed_20691_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": 3.328125,
+ "video_score2_ta": 2.40625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, slightly low-angle extreme close-up, rendered in the hyper-detailed Todd McFarlane comic book style, captures the face of the formidable ancient Chinese warrior, Lu Junyi, in a moment of pure, visceral shock. Heavy, spidery black ink lines and deep, dramatic shadows define every feature with gritty precision, sculpting the tense muscles of his jaw and the weathered texture of his skin. His brow furrows, and suddenly his eyes widen in horrified realization. Within his now-dilated pupils, a tiny, exquisite detail is revealed, along with the distorted reflection of the oncoming enemy, noticeably distorted on the convex surface. As this happens, a glistening bead of sweat appears at his temple and begins to roll slowly and nervously down his face, its path narrowly missing the jagged, black metal rim of his shattered, battle-damaged helmet, which frames his contorted expression. The entire image is a masterclass in claustrophobic tension, using stark black and white lighting to accentuate the intricate lines and convey the powerful, silent scream of impending doom.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
+ "frame_importance": [
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+ 0.4578072130680084
+ ],
+ "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, slightly low-angle extreme close-up of an ancient Chinese warrior named Lu Junyi, rendered in a hyper-detailed Todd McFarlane comic book style. It envisions heavy, spidery black ink lines, deep dramatic shadows, tense jaw muscles, weathered skin texture, a moment of pure visceral shock, and a sequence where the eyes dilate, a bead of sweat appears at the temple, and a distorted reflection of an oncoming enemy is visible on a helmet rim. The overall intent is a masterclass in claustrophobic tension with stark black-and-white lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the character design remains consistent, with clear delineation of facial features and armor details. The monochrome palette and high-contrast lighting support the intended mood, and the rendering maintains a coherent comic-book aesthetic. However, there are minor inconsistencies in eye rendering across frames and occasional slight artifacting that prevent a higher score. Overall, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, intense expression, and a stylized comic-book look. Yet key narrative cues are underrepresented or missing: there is no visible sweat bead, no oncoming enemy reflection, and no helmet distortion as described. The alignment is partial rather than complete, reflecting a moderate level of fidelity (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and consistent lighting within the stylized framework. There are minor deviations in eye rendering and motion continuity, but they do not break overall coherence. The depiction remains believable within its artistic constraints, yielding a moderate level of 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,
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.40625,
+ "MQ": 3.015625,
+ "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, slightly low-angle extreme close-up of an ancient Chinese warrior named Lu Junyi, rendered in a hyper-detailed Todd McFarlane comic book style. It envisions heavy, spidery black ink lines, deep dramatic shadows, tense jaw muscles, weathered skin texture, a moment of pure visceral shock, and a sequence where the eyes dilate, a bead of sweat appears at the temple, and a distorted reflection of an oncoming enemy is visible on a helmet rim. The overall intent is a masterclass in claustrophobic tension with stark black-and-white lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the character design remains consistent, with clear delineation of facial features and armor details. The monochrome palette and high-contrast lighting support the intended mood, and the rendering maintains a coherent comic-book aesthetic. However, there are minor inconsistencies in eye rendering across frames and occasional slight artifacting that prevent a higher score. Overall, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, intense expression, and a stylized comic-book look. Yet key narrative cues are underrepresented or missing: there is no visible sweat bead, no oncoming enemy reflection, and no helmet distortion as described. The alignment is partial rather than complete, reflecting a moderate level of fidelity (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and consistent lighting within the stylized framework. There are minor deviations in eye rendering and motion continuity, but they do not break overall coherence. The depiction remains believable within its artistic constraints, yielding a moderate level of 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"
+ ]
+ },
+ {
+ "prompt": "static, slightly low-angle extreme close-up, rendered in the hyper-detailed Todd McFarlane comic book style, captures the face of the formidable ancient Chinese warrior, Lu Junyi, in a moment of pure, visceral shock. Heavy, spidery black ink lines and deep, dramatic shadows define every feature with gritty precision, sculpting the tense muscles of his jaw and the weathered texture of his skin. His brow furrows, and suddenly his eyes widen in horrified realization. Within his now-dilated pupils, a tiny, exquisite detail is revealed, along with the distorted reflection of the oncoming enemy, noticeably distorted on the convex surface. As this happens, a glistening bead of sweat appears at his temple and begins to roll slowly and nervously down his face, its path narrowly missing the jagged, black metal rim of his shattered, battle-damaged helmet, which frames his contorted expression. The entire image is a masterclass in claustrophobic tension, using stark black and white lighting to accentuate the intricate lines and convey the powerful, silent scream of impending doom.",
+ "seed": 20692,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_5/index_2394_seed_20692_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.125,
+ "video_score2_ta": 2.0,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.25,
+ "avg": 8.21875,
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+ "question": "static, slightly low-angle extreme close-up, rendered in the hyper-detailed Todd McFarlane comic book style, captures the face of the formidable ancient Chinese warrior, Lu Junyi, in a moment of pure, visceral shock. Heavy, spidery black ink lines and deep, dramatic shadows define every feature with gritty precision, sculpting the tense muscles of his jaw and the weathered texture of his skin. His brow furrows, and suddenly his eyes widen in horrified realization. Within his now-dilated pupils, a tiny, exquisite detail is revealed, along with the distorted reflection of the oncoming enemy, noticeably distorted on the convex surface. As this happens, a glistening bead of sweat appears at his temple and begins to roll slowly and nervously down his face, its path narrowly missing the jagged, black metal rim of his shattered, battle-damaged helmet, which frames his contorted expression. The entire image is a masterclass in claustrophobic tension, using stark black and white lighting to accentuate the intricate lines and convey the powerful, silent scream of impending doom.",
+ "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 static, slightly low-angle extreme close-up of an ancient Chinese warrior named Lu Junyi, rendered in a hyper-detailed Todd McFarlane comic book style. It envisions heavy, spidery black ink lines, deep dramatic shadows, tense facial features, and a moment of pure visceral shock as the eyes dilate and a tiny detail reveals itself within the pupil, accompanied by a distorted reflection on a helmet rim and a bead of sweat rolling down the face. The overall intent is a masterclass in claustrophobic tension with stark black-and-white lighting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the subject remains clearly visible, with consistent lighting and good contrast that help separate the face from the background. The armor and helmet details are discernible, and there are no obvious distortions or artifacts. However, the sequence reads as relatively static with limited motion between frames, and the level of fine-grain detail does not reach the hyper-detailed comic-book aesthetic described in the prompt. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The video presents a close-up of a warrior-like figure with appropriate attire and a low-angle framing, and it conveys a moment of intense emotion. However, several key elements from the prompt are not realized: there is no visible sweat bead, no helmet reflection, and the distinctive comic-book styling (spidery ink lines, extreme close-up, and the specific narrative cues) is not evident. The result is a moderate alignment overall (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, lighting, and material behavior; there are no obvious physical inconsistencies. The lack of some prompt-specific effects does not introduce any logical contradictions, so Physical Consistency remains at a moderate level (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": {
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+ "MQ": 3
+ },
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+ "TA": 2.0,
+ "MQ": 3.09375,
+ "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 static, slightly low-angle extreme close-up of an ancient Chinese warrior named Lu Junyi, rendered in a hyper-detailed Todd McFarlane comic book style. It envisions heavy, spidery black ink lines, deep dramatic shadows, tense facial features, and a moment of pure visceral shock as the eyes dilate and a tiny detail reveals itself within the pupil, accompanied by a distorted reflection on a helmet rim and a bead of sweat rolling down the face. The overall intent is a masterclass in claustrophobic tension with stark black-and-white lighting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the subject remains clearly visible, with consistent lighting and good contrast that help separate the face from the background. The armor and helmet details are discernible, and there are no obvious distortions or artifacts. However, the sequence reads as relatively static with limited motion between frames, and the level of fine-grain detail does not reach the hyper-detailed comic-book aesthetic described in the prompt. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The video presents a close-up of a warrior-like figure with appropriate attire and a low-angle framing, and it conveys a moment of intense emotion. However, several key elements from the prompt are not realized: there is no visible sweat bead, no helmet reflection, and the distinctive comic-book styling (spidery ink lines, extreme close-up, and the specific narrative cues) is not evident. The result is a moderate alignment overall (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, lighting, and material behavior; there are no obvious physical inconsistencies. The lack of some prompt-specific effects does not introduce any logical contradictions, so Physical Consistency remains at a moderate level (score 3).\n\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": 20693,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_5/index_2394_seed_20693_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 2.109375,
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+ "video_score2_overall": 8.75,
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+ "question": "static, slightly low-angle extreme close-up, rendered in the hyper-detailed Todd McFarlane comic book style, captures the face of the formidable ancient Chinese warrior, Lu Junyi, in a moment of pure, visceral shock. Heavy, spidery black ink lines and deep, dramatic shadows define every feature with gritty precision, sculpting the tense muscles of his jaw and the weathered texture of his skin. His brow furrows, and suddenly his eyes widen in horrified realization. Within his now-dilated pupils, a tiny, exquisite detail is revealed, along with the distorted reflection of the oncoming enemy, noticeably distorted on the convex surface. As this happens, a glistening bead of sweat appears at his temple and begins to roll slowly and nervously down his face, its path narrowly missing the jagged, black metal rim of his shattered, battle-damaged helmet, which frames his contorted expression. The entire image is a masterclass in claustrophobic tension, using stark black and white lighting to accentuate the intricate lines and convey the powerful, silent scream of impending doom.",
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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 static, slightly low-angle extreme close-up of an ancient Chinese warrior in a moment of visceral shock, rendered in a hyper-detailed Todd McFarlane comic-book style with heavy ink lines, deep shadows, and a weathered, battle-damaged appearance. In practice, the video presents a warrior-like figure with armor and helmet, but several key prompt elements are not realized. The extreme close-up framing and the intended high-detail rendering are not achieved; the styling reads more as realistic CGI than the requested comic-book aesthetic. The moment of pure shock and the dramatic lighting described are only partially conveyed, and the distinctive features (e.g., the tiny detail in the eye, the sweat bead, and the precise helmet geometry) are not clearly depicted. Overall, the alignment with the prompt is limited rather than faithful.\n\nVisual Quality Assessment:\nThe frames show solid technical rendering with clear facial features, detailed armor, and consistent lighting. However, the overall visual quality is moderate rather than exceptional: there are no glaring artifacts, but the presentation lacks the bold, stylized contrast and hyper-detail implied by the prompt, and some micro-details are underrepresented. The sequence remains coherent across frames, with no major distortions or instability.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the video. The comic-book style and the extreme close-up emphasis are not realized; the scene reads more as realistic CGI. The moment of pure shock is present but not strongly emphasized, and several specific prompt elements (the tiny eye detail, the sweat bead, the precise helmet geometry) are not clearly depicted. While the character design and armor are plausible, the alignment to the prompt is limited.\n\nPhysical Consistency (Common-sense):\nThe anatomy, armor fit, and lighting are generally coherent, with no obvious anatomical or physical inconsistencies. Some minor deviations exist (e.g., slight variation in helmet shape or shading), but they do not undermine overall plausibility. The scene maintains believable physical relationships and common-sense expectations.\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": 3.640625,
+ "TA": 2.109375,
+ "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 envisions a static, slightly low-angle extreme close-up of an ancient Chinese warrior in a moment of visceral shock, rendered in a hyper-detailed Todd McFarlane comic-book style with heavy ink lines, deep shadows, and a weathered, battle-damaged appearance. In practice, the video presents a warrior-like figure with armor and helmet, but several key prompt elements are not realized. The extreme close-up framing and the intended high-detail rendering are not achieved; the styling reads more as realistic CGI than the requested comic-book aesthetic. The moment of pure shock and the dramatic lighting described are only partially conveyed, and the distinctive features (e.g., the tiny detail in the eye, the sweat bead, and the precise helmet geometry) are not clearly depicted. Overall, the alignment with the prompt is limited rather than faithful.\n\nVisual Quality Assessment:\nThe frames show solid technical rendering with clear facial features, detailed armor, and consistent lighting. However, the overall visual quality is moderate rather than exceptional: there are no glaring artifacts, but the presentation lacks the bold, stylized contrast and hyper-detail implied by the prompt, and some micro-details are underrepresented. The sequence remains coherent across frames, with no major distortions or instability.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the video. The comic-book style and the extreme close-up emphasis are not realized; the scene reads more as realistic CGI. The moment of pure shock is present but not strongly emphasized, and several specific prompt elements (the tiny eye detail, the sweat bead, the precise helmet geometry) are not clearly depicted. While the character design and armor are plausible, the alignment to the prompt is limited.\n\nPhysical Consistency (Common-sense):\nThe anatomy, armor fit, and lighting are generally coherent, with no obvious anatomical or physical inconsistencies. Some minor deviations exist (e.g., slight variation in helmet shape or shading), but they do not undermine overall plausibility. The scene maintains believable physical relationships and common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, slightly low-angle extreme close-up, rendered in the hyper-detailed Todd McFarlane comic book style, captures the face of the formidable ancient Chinese warrior, Lu Junyi, in a moment of pure, visceral shock. Heavy, spidery black ink lines and deep, dramatic shadows define every feature with gritty precision, sculpting the tense muscles of his jaw and the weathered texture of his skin. His brow furrows, and suddenly his eyes widen in horrified realization. Within his now-dilated pupils, a tiny, exquisite detail is revealed, along with the distorted reflection of the oncoming enemy, noticeably distorted on the convex surface. As this happens, a glistening bead of sweat appears at his temple and begins to roll slowly and nervously down his face, its path narrowly missing the jagged, black metal rim of his shattered, battle-damaged helmet, which frames his contorted expression. The entire image is a masterclass in claustrophobic tension, using stark black and white lighting to accentuate the intricate lines and convey the powerful, silent scream of impending doom.",
+ "seed": 20694,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_5/index_2394_seed_20694_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": 2.625,
+ "video_score2_ta": 2.578125,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.1875,
+ "avg": 8.21875,
+ "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 a static, slightly low-angle extreme close-up of an ancient Chinese warrior named Lu Junyi, rendered in a hyper-detailed Todd McFarlane comic book style. It envisions heavy, spidery black ink lines, deep dramatic shadows, tense facial features, a moment of pure visceral shock, and a sequence where sweat beads appear, roll down the face, and interact with a damaged helmet. The overall intent is a masterclass in claustrophobic tension with stark black-and-white lighting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but fall short of the extreme detail described. The rendering shows solid contrast and a stylized look that aligns with a comic-book aesthetic, yet the level of fine-grain detail and the intensity of the dramatic lighting are not fully realized. The sequence remains stable with no obvious artifacts, but the overall fidelity does not reach the hyper-detailed standard implied by the prompt. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a close-up framing, a slightly low angle, and a comic-book styling — and conveys a moment of shock. However, key narrative details are underrepresented or missing: there is no visible sweat, no helmet interaction, and the specific identity as an ancient Chinese warrior is not clearly established. The alignment is moderate rather than strong. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and lighting within the stylized framework, with no glaring inconsistencies. Some minor deviations from the exact prompt cues exist, but they do not undermine overall coherence. Overall Physical Consistency score: 3/5.\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": 2.625,
+ "TA": 2.578125,
+ "MQ": 3.015625,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "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 a static, slightly low-angle extreme close-up of an ancient Chinese warrior named Lu Junyi, rendered in a hyper-detailed Todd McFarlane comic book style. It envisions heavy, spidery black ink lines, deep dramatic shadows, tense facial features, a moment of pure visceral shock, and a sequence where sweat beads appear, roll down the face, and interact with a damaged helmet. The overall intent is a masterclass in claustrophobic tension with stark black-and-white lighting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but fall short of the extreme detail described. The rendering shows solid contrast and a stylized look that aligns with a comic-book aesthetic, yet the level of fine-grain detail and the intensity of the dramatic lighting are not fully realized. The sequence remains stable with no obvious artifacts, but the overall fidelity does not reach the hyper-detailed standard implied by the prompt. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a close-up framing, a slightly low angle, and a comic-book styling — and conveys a moment of shock. However, key narrative details are underrepresented or missing: there is no visible sweat, no helmet interaction, and the specific identity as an ancient Chinese warrior is not clearly established. The alignment is moderate rather than strong. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and lighting within the stylized framework, with no glaring inconsistencies. Some minor deviations from the exact prompt cues exist, but they do not undermine overall coherence. Overall Physical Consistency score: 3/5.\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-window3/rl_samples/0000194/group_6/index_tensor([2968, 2968])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_6/index_tensor([2968, 2968])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..482f2fc389beda7f9be0fcdaa0322cc54cadaf1c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_6/index_tensor([2968, 2968])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 14791,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_6/index_2968_seed_14791_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.875,
+ "avg": 8.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a dynamic, low-angle, slow-motion shot, the camera closely tracks the rear end of a deep cherry red Toyota Supra MK4 as it drives along a dark, shimmering black asphalt road, thoroughly drenched by the downpour. In Annie Leibovitz's signature dramatic lighting style, a strong, concentrated, cold sidelight, cast from outside the frame, sculpts the car's sleek, muscular lines and casts a fiery red glow from its signature round taillights, creating a stark contrast against the cool reflections of the wet road. As the rear wheels suddenly lose grip, the entire rear end swirls outward in a graceful arc of precise control yet violent aesthetics, its wide performance tires sending a cloud of spray from the mirror-like surface. At this moment, the high-frame rate lens freezes this instantaneous burst of water droplets in mid-air, each one like a meticulously polished crystal, clearly capturing and refracting the theatrical light, shimmering silver and suspended around the car. The entire picture forms a strong contrast between deep shadows and sharp highlights, presenting a rich, saturated and layered oil painting texture, creating a heart-stopping tense atmosphere that combines primitive mechanical power with extreme artistic 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 dynamic, low-angle, slow-motion shot featuring a deep cherry red Toyota Supra MK4 driving along a dark, shimmering road, drenched by rain, with dramatic lighting and a rear-wheel drift sequence. The description emphasizes cinematic framing, high-speed motion, and a controlled yet intense drift moment.\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, minor compression artifacts, and some color grading inconsistencies across shots. The wet-road reflections and car details are present but not consistently crisp throughout the sequence. The result is acceptable but not exceptional, aligning with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—red car, wet road, and visible taillights—yet several critical aspects are underrepresented or ambiguous: the exact low-angle, slow-motion tracking is not clearly realized, the dramatic lighting and high-contrast mood are only partially achieved, and the specific rear-wheel drift arc and the precise dynamics described are not convincingly depicted. Overall, the alignment sits at a middle-ground level rather than fully faithful.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the car interacts with the wet surface, reflections behave reasonably, and the environment remains coherent. However, some cues such as spray intensity, tire deformation during the drift, and the timing of the water droplets are not perfectly synchronized, leaving room for improvement in realism without breaking overall 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": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.484375,
+ "MQ": 3.03125,
+ "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 dynamic, low-angle, slow-motion shot featuring a deep cherry red Toyota Supra MK4 driving along a dark, shimmering road, drenched by rain, with dramatic lighting and a rear-wheel drift sequence. The description emphasizes cinematic framing, high-speed motion, and a controlled yet intense drift moment.\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, minor compression artifacts, and some color grading inconsistencies across shots. The wet-road reflections and car details are present but not consistently crisp throughout the sequence. The result is acceptable but not exceptional, aligning with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—red car, wet road, and visible taillights—yet several critical aspects are underrepresented or ambiguous: the exact low-angle, slow-motion tracking is not clearly realized, the dramatic lighting and high-contrast mood are only partially achieved, and the specific rear-wheel drift arc and the precise dynamics described are not convincingly depicted. Overall, the alignment sits at a middle-ground level rather than fully faithful.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the car interacts with the wet surface, reflections behave reasonably, and the environment remains coherent. However, some cues such as spray intensity, tire deformation during the drift, and the timing of the water droplets are not perfectly synchronized, leaving room for improvement in realism without breaking overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a dynamic, low-angle, slow-motion shot, the camera closely tracks the rear end of a deep cherry red Toyota Supra MK4 as it drives along a dark, shimmering black asphalt road, thoroughly drenched by the downpour. In Annie Leibovitz's signature dramatic lighting style, a strong, concentrated, cold sidelight, cast from outside the frame, sculpts the car's sleek, muscular lines and casts a fiery red glow from its signature round taillights, creating a stark contrast against the cool reflections of the wet road. As the rear wheels suddenly lose grip, the entire rear end swirls outward in a graceful arc of precise control yet violent aesthetics, its wide performance tires sending a cloud of spray from the mirror-like surface. At this moment, the high-frame rate lens freezes this instantaneous burst of water droplets in mid-air, each one like a meticulously polished crystal, clearly capturing and refracting the theatrical light, shimmering silver and suspended around the car. The entire picture forms a strong contrast between deep shadows and sharp highlights, presenting a rich, saturated and layered oil painting texture, creating a heart-stopping tense atmosphere that combines primitive mechanical power with extreme artistic beauty.",
+ "seed": 14792,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_6/index_2968_seed_14792_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.0625,
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+ "question": "In a dynamic, low-angle, slow-motion shot, the camera closely tracks the rear end of a deep cherry red Toyota Supra MK4 as it drives along a dark, shimmering black asphalt road, thoroughly drenched by the downpour. In Annie Leibovitz's signature dramatic lighting style, a strong, concentrated, cold sidelight, cast from outside the frame, sculpts the car's sleek, muscular lines and casts a fiery red glow from its signature round taillights, creating a stark contrast against the cool reflections of the wet road. As the rear wheels suddenly lose grip, the entire rear end swirls outward in a graceful arc of precise control yet violent aesthetics, its wide performance tires sending a cloud of spray from the mirror-like surface. At this moment, the high-frame rate lens freezes this instantaneous burst of water droplets in mid-air, each one like a meticulously polished crystal, clearly capturing and refracting the theatrical light, shimmering silver and suspended around the car. The entire picture forms a strong contrast between deep shadows and sharp highlights, presenting a rich, saturated and layered oil painting texture, creating a heart-stopping tense atmosphere that combines primitive mechanical power with extreme artistic beauty.",
+ "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 dynamic, low-angle, slow-motion shot featuring a deep cherry red Toyota Supra MK4 driving along a dark, shimmering road during heavy rain, with dramatic lighting and a rear-wheel drift sequence captured at high frame rate. The description emphasizes cinematic composition, strong lighting contrasts, and a vivid, high-contrast aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the car and wet surfaces, but there are occasional minor artifacts and slight inconsistencies in lighting or reflections across frames. The motion appears reasonably smooth, though not flawless, and some frames exhibit mild blur or noise that prevent a higher rating. The car remains identifiable throughout, and the wet-road rendering is believable, but the overall polish does not reach a top-tier level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a low-angle perspective, a red car, a dark road, and visible rain effects, which align with the prompt. However, certain aspects—specifically the exact vehicle identity (e.g., distinguishing the car as a Toyota Supra), the precise rear-wheel drift dynamics, and the dramatic lighting nuances—are not consistently realized. The result reflects partial fidelity to the prompt rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the car interacts with a wet surface, spray behavior and reflections are believable, and the motion feels controlled. There are no glaring physics violations, but minor inconsistencies in spray intensity, reflections, or timing prevent a higher score.\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": 3.265625,
+ "TA": 2.765625,
+ "MQ": 3.046875,
+ "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 dynamic, low-angle, slow-motion shot featuring a deep cherry red Toyota Supra MK4 driving along a dark, shimmering road during heavy rain, with dramatic lighting and a rear-wheel drift sequence captured at high frame rate. The description emphasizes cinematic composition, strong lighting contrasts, and a vivid, high-contrast aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the car and wet surfaces, but there are occasional minor artifacts and slight inconsistencies in lighting or reflections across frames. The motion appears reasonably smooth, though not flawless, and some frames exhibit mild blur or noise that prevent a higher rating. The car remains identifiable throughout, and the wet-road rendering is believable, but the overall polish does not reach a top-tier level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a low-angle perspective, a red car, a dark road, and visible rain effects, which align with the prompt. However, certain aspects—specifically the exact vehicle identity (e.g., distinguishing the car as a Toyota Supra), the precise rear-wheel drift dynamics, and the dramatic lighting nuances—are not consistently realized. The result reflects partial fidelity to the prompt rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the car interacts with a wet surface, spray behavior and reflections are believable, and the motion feels controlled. There are no glaring physics violations, but minor inconsistencies in spray intensity, reflections, or timing prevent a higher score.\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 dynamic, low-angle, slow-motion shot, the camera closely tracks the rear end of a deep cherry red Toyota Supra MK4 as it drives along a dark, shimmering black asphalt road, thoroughly drenched by the downpour. In Annie Leibovitz's signature dramatic lighting style, a strong, concentrated, cold sidelight, cast from outside the frame, sculpts the car's sleek, muscular lines and casts a fiery red glow from its signature round taillights, creating a stark contrast against the cool reflections of the wet road. As the rear wheels suddenly lose grip, the entire rear end swirls outward in a graceful arc of precise control yet violent aesthetics, its wide performance tires sending a cloud of spray from the mirror-like surface. At this moment, the high-frame rate lens freezes this instantaneous burst of water droplets in mid-air, each one like a meticulously polished crystal, clearly capturing and refracting the theatrical light, shimmering silver and suspended around the car. The entire picture forms a strong contrast between deep shadows and sharp highlights, presenting a rich, saturated and layered oil painting texture, creating a heart-stopping tense atmosphere that combines primitive mechanical power with extreme artistic beauty.",
+ "seed": 14793,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_6/index_2968_seed_14793_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.625,
+ "avg": 9.65625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a dynamic, low-angle, slow-motion shot, the camera closely tracks the rear end of a deep cherry red Toyota Supra MK4 as it drives along a dark, shimmering black asphalt road, thoroughly drenched by the downpour. In Annie Leibovitz's signature dramatic lighting style, a strong, concentrated, cold sidelight, cast from outside the frame, sculpts the car's sleek, muscular lines and casts a fiery red glow from its signature round taillights, creating a stark contrast against the cool reflections of the wet road. As the rear wheels suddenly lose grip, the entire rear end swirls outward in a graceful arc of precise control yet violent aesthetics, its wide performance tires sending a cloud of spray from the mirror-like surface. At this moment, the high-frame rate lens freezes this instantaneous burst of water droplets in mid-air, each one like a meticulously polished crystal, clearly capturing and refracting the theatrical light, shimmering silver and suspended around the car. The entire picture forms a strong contrast between deep shadows and sharp highlights, presenting a rich, saturated and layered oil painting texture, creating a heart-stopping tense atmosphere that combines primitive mechanical power with extreme artistic beauty.",
+ "token_credit_reward": 9.625,
+ "selected_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 dynamic, low-angle, slow-motion shot featuring a deep cherry red Toyota Supra MK4 driving along a dark, wet asphalt road during heavy rain. The scene is lit with dramatic, cold-side lighting and a strong contrast between the car and the wet surface. The rear wheels lose grip, producing a controlled drift with spray, and the sequence aims for a high-frame-rate, crystal-clear capture of water droplets and reflective surfaces.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional soft areas and minor artifacts that prevent a higher rating. The car remains identifiable across shots, and reflections on the wet surface are present, though not always razor-sharp. The motion appears smooth enough, but some frames exhibit slight blur or noise that temper the overall impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle view, a deep cherry red Toyota Supra, a dark wet road, dramatic lighting, and visible spray from the wheels. The general composition and mood align well with the description, and the sequence conveys the intended dramatic atmosphere. Some nuanced details—such as exact tire behavior and the precise timing of spray—are not perfectly matched, but they do not significantly detract from overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible vehicle dynamics and environmental interaction, with spray and reflections generally coherent with the lighting and motion. However, there are minor inconsistencies in the exact physics of wheel slip and spray intensity relative to the prompt, 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": 3.3125,
+ "TA": 3.078125,
+ "MQ": 3.265625,
+ "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 dynamic, low-angle, slow-motion shot featuring a deep cherry red Toyota Supra MK4 driving along a dark, wet asphalt road during heavy rain. The scene is lit with dramatic, cold-side lighting and a strong contrast between the car and the wet surface. The rear wheels lose grip, producing a controlled drift with spray, and the sequence aims for a high-frame-rate, crystal-clear capture of water droplets and reflective surfaces.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional soft areas and minor artifacts that prevent a higher rating. The car remains identifiable across shots, and reflections on the wet surface are present, though not always razor-sharp. The motion appears smooth enough, but some frames exhibit slight blur or noise that temper the overall impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle view, a deep cherry red Toyota Supra, a dark wet road, dramatic lighting, and visible spray from the wheels. The general composition and mood align well with the description, and the sequence conveys the intended dramatic atmosphere. Some nuanced details—such as exact tire behavior and the precise timing of spray—are not perfectly matched, but they do not significantly detract from overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible vehicle dynamics and environmental interaction, with spray and reflections generally coherent with the lighting and motion. However, there are minor inconsistencies in the exact physics of wheel slip and spray intensity relative to the prompt, 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": "In a dynamic, low-angle, slow-motion shot, the camera closely tracks the rear end of a deep cherry red Toyota Supra MK4 as it drives along a dark, shimmering black asphalt road, thoroughly drenched by the downpour. In Annie Leibovitz's signature dramatic lighting style, a strong, concentrated, cold sidelight, cast from outside the frame, sculpts the car's sleek, muscular lines and casts a fiery red glow from its signature round taillights, creating a stark contrast against the cool reflections of the wet road. As the rear wheels suddenly lose grip, the entire rear end swirls outward in a graceful arc of precise control yet violent aesthetics, its wide performance tires sending a cloud of spray from the mirror-like surface. At this moment, the high-frame rate lens freezes this instantaneous burst of water droplets in mid-air, each one like a meticulously polished crystal, clearly capturing and refracting the theatrical light, shimmering silver and suspended around the car. The entire picture forms a strong contrast between deep shadows and sharp highlights, presenting a rich, saturated and layered oil painting texture, creating a heart-stopping tense atmosphere that combines primitive mechanical power with extreme artistic beauty.",
+ "seed": 14794,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_6/index_2968_seed_14794_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
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+ "question": "In a dynamic, low-angle, slow-motion shot, the camera closely tracks the rear end of a deep cherry red Toyota Supra MK4 as it drives along a dark, shimmering black asphalt road, thoroughly drenched by the downpour. In Annie Leibovitz's signature dramatic lighting style, a strong, concentrated, cold sidelight, cast from outside the frame, sculpts the car's sleek, muscular lines and casts a fiery red glow from its signature round taillights, creating a stark contrast against the cool reflections of the wet road. As the rear wheels suddenly lose grip, the entire rear end swirls outward in a graceful arc of precise control yet violent aesthetics, its wide performance tires sending a cloud of spray from the mirror-like surface. At this moment, the high-frame rate lens freezes this instantaneous burst of water droplets in mid-air, each one like a meticulously polished crystal, clearly capturing and refracting the theatrical light, shimmering silver and suspended around the car. The entire picture forms a strong contrast between deep shadows and sharp highlights, presenting a rich, saturated and layered oil painting texture, creating a heart-stopping tense atmosphere that combines primitive mechanical power with extreme artistic beauty.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "credit_map_shape": [
+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 1,
+ 2,
+ 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 dynamic, low-angle, slow-motion shot featuring a deep cherry red Toyota Supra MK4 driving along a dark, wet asphalt road during heavy rain. It envisions a dramatic lighting setup with a strong, external cold side light sculpting the car's lines while the rear wheels lose grip, producing a graceful arc of controlled motion and visible spray. The sequence aims for a high-frame-rate capture of water droplets in mid-air, a rich, saturated texture, and a tense atmosphere blending mechanical power with artistic expression.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the car and wet surface, but there are occasional soft areas and minor artifacts that prevent a higher rating. The lighting and reflections are present, though not consistently dramatic across all frames, and the sequence does not exhibit standout polish throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes several key elements such as a low-angle perspective, a red car, a wet road, and visible spray, which align with parts of the prompt. However, certain aspects—specifically the exact vehicle identity, the precise rear-wheel dynamics, and the intensity of the dramatic lighting—are not fully realized, resulting in only partial fidelity to the described scene.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the car sits on a wet surface with spray and reflections behaving in a believable manner. There are no glaring violations of common sense, though some details (such as the timing and arc of the spray relative to wheel rotation) could be refined for tighter 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": 3.265625,
+ "TA": 2.8125,
+ "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 dynamic, low-angle, slow-motion shot featuring a deep cherry red Toyota Supra MK4 driving along a dark, wet asphalt road during heavy rain. It envisions a dramatic lighting setup with a strong, external cold side light sculpting the car's lines while the rear wheels lose grip, producing a graceful arc of controlled motion and visible spray. The sequence aims for a high-frame-rate capture of water droplets in mid-air, a rich, saturated texture, and a tense atmosphere blending mechanical power with artistic expression.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the car and wet surface, but there are occasional soft areas and minor artifacts that prevent a higher rating. The lighting and reflections are present, though not consistently dramatic across all frames, and the sequence does not exhibit standout polish throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes several key elements such as a low-angle perspective, a red car, a wet road, and visible spray, which align with parts of the prompt. However, certain aspects—specifically the exact vehicle identity, the precise rear-wheel dynamics, and the intensity of the dramatic lighting—are not fully realized, resulting in only partial fidelity to the described scene.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the car sits on a wet surface with spray and reflections behaving in a believable manner. There are no glaring violations of common sense, though some details (such as the timing and arc of the spray relative to wheel rotation) could be refined for tighter 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_0/index_tensor([509, 509])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_0/index_tensor([509, 509])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..199bb1cbe2099d32da9e6fa9ec234a9bd46b899e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_0/index_tensor([509, 509])_group_0_rewards.json
@@ -0,0 +1,10210 @@
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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- An uninterrupted, high-speed macro shot remains static\n- Focuses in exquisite detail on a sheet of standard white office paper\n- Neatly folded in half and resting on car's dark gray, anti-glare dashboard mat\n- Camera is so close that individual interwoven fibers and subtle porous texture are rendered with hyper-real clarity\n- Bright, direct sunlight streaming in through unseen, open window\n- Capturing crisp, sharp edges of paper's folds and creating bright, luminous highlights\n- Contrast sharply with dark, matte surface beneath\n- Mesmerizing slow motion with gentle, unseen breeze causing top layer to subtly tremble\n- Lifts almost imperceptibly at a corner, then with elegant and silent sliding motion, drifts a few millimeters across the textured dashboard\n- Creating atmosphere of tranquility and contemplation focused on subtle physics of ordinary moments\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy blur, pronounced noise, and compression artifacts render details indistinguishable. The scene lacks sharpness and clarity, making it impossible to discern objects or their interactions. Lighting appears inconsistent and often harsh, further diminishing legibility. Overall, the visual quality is extremely poor (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The content does not depict a white office paper folded in half resting on a car dashboard mat, nor any of the described lighting, textures, or micro-motions. The sequence fails to convey the requested macro shot, static focus, or subtle dynamics, resulting in near-total misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, there is no basis to assess physical realism or common-sense behavior. No coherent physical interactions can be inferred, and the scene cannot be interpreted as a plausible real-world scenario. This dimension is effectively not applicable (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "Overall": 3.40625
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- An uninterrupted, high-speed macro shot remains static\n- Focuses in exquisite detail on a sheet of standard white office paper\n- Neatly folded in half and resting on car's dark gray, anti-glare dashboard mat\n- Camera is so close that individual interwoven fibers and subtle porous texture are rendered with hyper-real clarity\n- Bright, direct sunlight streaming in through unseen, open window\n- Capturing crisp, sharp edges of paper's folds and creating bright, luminous highlights\n- Contrast sharply with dark, matte surface beneath\n- Mesmerizing slow motion with gentle, unseen breeze causing top layer to subtly tremble\n- Lifts almost imperceptibly at a corner, then with elegant and silent sliding motion, drifts a few millimeters across the textured dashboard\n- Creating atmosphere of tranquility and contemplation focused on subtle physics of ordinary moments\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy blur, pronounced noise, and compression artifacts render details indistinguishable. The scene lacks sharpness and clarity, making it impossible to discern objects or their interactions. Lighting appears inconsistent and often harsh, further diminishing legibility. Overall, the visual quality is extremely poor (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The content does not depict a white office paper folded in half resting on a car dashboard mat, nor any of the described lighting, textures, or micro-motions. The sequence fails to convey the requested macro shot, static focus, or subtle dynamics, resulting in near-total misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, there is no basis to assess physical realism or common-sense behavior. No coherent physical interactions can be inferred, and the scene cannot be interpreted as a plausible real-world scenario. This dimension is effectively not applicable (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "An uninterrupted, high-speed macro shot remains static, focusing in exquisite detail on a sheet of standard white office paper, neatly folded in half and resting on the car's dark gray, anti-glare dashboard mat. The camera is so close that the individual interwoven fibers and subtle porous texture of the paper's surface are rendered with hyper-real clarity, while the non-slip mat beneath reveals an intricate pattern of tiny, raised rubber dimples. Bright, direct sunlight streams in through an unseen, open window, capturing the crisp, sharp edges of the paper's folds and creating bright, luminous highlights that contrast sharply with the dark, matte surface beneath. In mesmerizing slow motion, a gentle, unseen breeze causes the top layer of folded paper to subtly tremble; it trembles, lifts almost imperceptibly at a corner, and then, with an elegant and silent sliding motion, drifts a few millimeters across the textured dashboard, creating an atmosphere of tranquility and contemplation focused on the subtle physics of ordinary moments.",
+ "seed": 2400,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_0/index_509_seed_2400_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 1.28125,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.046875,
+ "video_score2_overall": 3.328125,
+ "avg": 3.328125,
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+ "question": "An uninterrupted, high-speed macro shot remains static, focusing in exquisite detail on a sheet of standard white office paper, neatly folded in half and resting on the car's dark gray, anti-glare dashboard mat. The camera is so close that the individual interwoven fibers and subtle porous texture of the paper's surface are rendered with hyper-real clarity, while the non-slip mat beneath reveals an intricate pattern of tiny, raised rubber dimples. Bright, direct sunlight streams in through an unseen, open window, capturing the crisp, sharp edges of the paper's folds and creating bright, luminous highlights that contrast sharply with the dark, matte surface beneath. In mesmerizing slow motion, a gentle, unseen breeze causes the top layer of folded paper to subtly tremble; it trembles, lifts almost imperceptibly at a corner, and then, with an elegant and silent sliding motion, drifts a few millimeters across the textured dashboard, creating an atmosphere of tranquility and contemplation focused on the subtle physics of ordinary moments.",
+ "token_credit_reward": 3.328125,
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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:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- An uninterrupted, high-speed macro shot remains static\n- Focuses in exquisite detail on a sheet of standard white office paper\n- Neatly folded in half and resting on car's dark gray, anti-glare dashboard mat\n- Camera is so close that individual interwoven fibers and subtle porous texture are rendered with hyper-real clarity\n- Non-slip mat beneath reveals intricate pattern of tiny, raised rubber dimples\n- Bright, direct sunlight streams in through unseen, open window\n- Capturing crisp, sharp edges of paper's folds and creating bright, luminous highlights\n- Contrast sharply with dark, matte surface beneath\n- Mesmerizing slow motion with gentle, unseen breeze causing paper to subtly tremble\n- Paper lifts almost imperceptibly at a corner, then slides elegantly across textured dashboard\n- Creating atmosphere of tranquility and contemplation focused on subtle physics of ordinary moments\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation with pervasive digital artifacts, heavy pixelation, and color distortions. The imagery is dominated by scan-line-like patterns and glitching, making it impossible to discern any meaningful content or scene details. Overall, the video presents a severely corrupted visual stream with no coherent subject or structure.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal a sheet of paper, a dashboard mat, lighting cues, or any of the described micro-interactions. Instead, they convey only abstract digital noise, resulting in a complete mismatch between the prompt and the video content.\n\nPhysical/Common-sense Consistency:\nBecause the frames lack recognizable objects or plausible physical interactions, there is no basis to assess physical realism or common-sense behavior. The sequence does not demonstrate any coherent physical dynamics, and the overall content cannot be interpreted as a physically plausible scenario.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ "MQ": 1
+ },
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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. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- An uninterrupted, high-speed macro shot remains static\n- Focuses in exquisite detail on a sheet of standard white office paper\n- Neatly folded in half and resting on car's dark gray, anti-glare dashboard mat\n- Camera is so close that individual interwoven fibers and subtle porous texture are rendered with hyper-real clarity\n- Non-slip mat beneath reveals intricate pattern of tiny, raised rubber dimples\n- Bright, direct sunlight streams in through unseen, open window\n- Capturing crisp, sharp edges of paper's folds and creating bright, luminous highlights\n- Contrast sharply with dark, matte surface beneath\n- Mesmerizing slow motion with gentle, unseen breeze causing paper to subtly tremble\n- Paper lifts almost imperceptibly at a corner, then slides elegantly across textured dashboard\n- Creating atmosphere of tranquility and contemplation focused on subtle physics of ordinary moments\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation with pervasive digital artifacts, heavy pixelation, and color distortions. The imagery is dominated by scan-line-like patterns and glitching, making it impossible to discern any meaningful content or scene details. Overall, the video presents a severely corrupted visual stream with no coherent subject or structure.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal a sheet of paper, a dashboard mat, lighting cues, or any of the described micro-interactions. Instead, they convey only abstract digital noise, resulting in a complete mismatch between the prompt and the video content.\n\nPhysical/Common-sense Consistency:\nBecause the frames lack recognizable objects or plausible physical interactions, there is no basis to assess physical realism or common-sense behavior. The sequence does not demonstrate any coherent physical dynamics, and the overall content cannot be interpreted as a physically plausible scenario.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 2401,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_0/index_509_seed_2401_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_overall": 3.3125,
+ "avg": 3.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- An uninterrupted, high-speed macro shot remains static\n- Focuses in exquisite detail on a sheet of standard white office paper\n- Neatly folded in half and resting on car's dark gray, anti-glare dashboard mat\n- Camera is so close that individual interwoven fibers and subtle porous texture are rendered with hyper-real clarity\n- Non-slip mat beneath reveals intricate pattern of tiny, raised rubber dimples\n- Bright, direct sunlight streams in through unseen, open window\n- Capturing crisp, sharp edges of paper's folds and creating bright, luminous highlights\n- Contrast sharply with dark, matte surface beneath\n- Mesmerizing slow motion with gentle, unseen breeze causing paper to subtly tremble\n- Paper lifts almost imperceptibly at a corner, then slides elegantly across textured dashboard\n- Creating atmosphere of tranquility and contemplation focused on subtle physics of ordinary moments\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation: heavy pixelation, pronounced compression artifacts, and pervasive noise. Colors are washed out and the image lacks sharpness, making fine details indistinguishable. The overall presentation is dominated by digital artifacts and distortions, resulting in a very low level of visual clarity. This aligns with a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested scene. The frames do not depict a white office paper sheet folded in half resting on a car dashboard mat, nor any of the described lighting, textures, or micro-motions. Instead, they show abstract, glitched patterns with no recognizable objects or surfaces. This represents a complete failure to translate the textual prompt into a coherent visual representation, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe content presents no plausible physical interactions or real-world dynamics. The abstract, artifact-driven visuals lack any meaningful physical behavior, rendering any assessment of common-sense consistency impossible. The result reflects a total breakdown in generating physically plausible or coherent content, matching a Physical/Common-sense Consistency score of 1.\n\nground-truth of Dim-1: 'Visual Quality':\n1\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):\n1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
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+ "Overall": 3.3125
+ }
+ }
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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:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- An uninterrupted, high-speed macro shot remains static\n- Focuses in exquisite detail on a sheet of standard white office paper\n- Neatly folded in half and resting on car's dark gray, anti-glare dashboard mat\n- Camera is so close that individual interwoven fibers and subtle porous texture are rendered with hyper-real clarity\n- Non-slip mat beneath reveals intricate pattern of tiny, raised rubber dimples\n- Bright, direct sunlight streams in through unseen, open window\n- Capturing crisp, sharp edges of paper's folds and creating bright, luminous highlights\n- Contrast sharply with dark, matte surface beneath\n- Mesmerizing slow motion with gentle, unseen breeze causing paper to subtly tremble\n- Paper lifts almost imperceptibly at a corner, then slides elegantly across textured dashboard\n- Creating atmosphere of tranquility and contemplation focused on subtle physics of ordinary moments\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation: heavy pixelation, pronounced compression artifacts, and pervasive noise. Colors are washed out and the image lacks sharpness, making fine details indistinguishable. The overall presentation is dominated by digital artifacts and distortions, resulting in a very low level of visual clarity. This aligns with a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested scene. The frames do not depict a white office paper sheet folded in half resting on a car dashboard mat, nor any of the described lighting, textures, or micro-motions. Instead, they show abstract, glitched patterns with no recognizable objects or surfaces. This represents a complete failure to translate the textual prompt into a coherent visual representation, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe content presents no plausible physical interactions or real-world dynamics. The abstract, artifact-driven visuals lack any meaningful physical behavior, rendering any assessment of common-sense consistency impossible. The result reflects a total breakdown in generating physically plausible or coherent content, matching a Physical/Common-sense Consistency score of 1.\n\nground-truth of Dim-1: 'Visual Quality':\n1\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):\n1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "An uninterrupted, high-speed macro shot remains static, focusing in exquisite detail on a sheet of standard white office paper, neatly folded in half and resting on the car's dark gray, anti-glare dashboard mat. The camera is so close that the individual interwoven fibers and subtle porous texture of the paper's surface are rendered with hyper-real clarity, while the non-slip mat beneath reveals an intricate pattern of tiny, raised rubber dimples. Bright, direct sunlight streams in through an unseen, open window, capturing the crisp, sharp edges of the paper's folds and creating bright, luminous highlights that contrast sharply with the dark, matte surface beneath. In mesmerizing slow motion, a gentle, unseen breeze causes the top layer of folded paper to subtly tremble; it trembles, lifts almost imperceptibly at a corner, and then, with an elegant and silent sliding motion, drifts a few millimeters across the textured dashboard, creating an atmosphere of tranquility and contemplation focused on the subtle physics of ordinary moments.",
+ "seed": 2402,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_0/index_509_seed_2402_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.453125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0625,
+ "video_score2_overall": 3.53125,
+ "avg": 3.5234375,
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+ "question_id": "videoscore2_overall",
+ "question": "An uninterrupted, high-speed macro shot remains static, focusing in exquisite detail on a sheet of standard white office paper, neatly folded in half and resting on the car's dark gray, anti-glare dashboard mat. The camera is so close that the individual interwoven fibers and subtle porous texture of the paper's surface are rendered with hyper-real clarity, while the non-slip mat beneath reveals an intricate pattern of tiny, raised rubber dimples. Bright, direct sunlight streams in through an unseen, open window, capturing the crisp, sharp edges of the paper's folds and creating bright, luminous highlights that contrast sharply with the dark, matte surface beneath. In mesmerizing slow motion, a gentle, unseen breeze causes the top layer of folded paper to subtly tremble; it trembles, lifts almost imperceptibly at a corner, and then, with an elegant and silent sliding motion, drifts a few millimeters across the textured dashboard, creating an atmosphere of tranquility and contemplation focused on the subtle physics of ordinary moments.",
+ "token_credit_reward": 3.53125,
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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- An uninterrupted, high-speed macro shot remains static\n- Focuses in exquisite detail on a sheet of standard white office paper\n- Neatly folded in half and resting on car's dark gray, anti-glare dashboard mat\n- Camera is so close that individual interwoven fibers and subtle porous texture are rendered with hyper-real clarity\n- Non-slip mat beneath reveals intricate pattern of tiny, raised rubber dimples\n- Bright, direct sunlight streams in through unseen, open window\n- Capturing crisp, sharp edges of paper's folds and creating bright, luminous highlights\n- Contrast sharply with dark, matte surface beneath\n- Mesmerizing slow motion with gentle, unseen breeze causing top layer to subtly tremble\n- Lifts almost imperceptibly at a corner, then with elegant and silent sliding motion, drifts a few millimeters across the textured dashboard\n- Creating atmosphere of tranquility and contemplation focused on subtle physics of ordinary moments\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show extreme degradation: heavy blur, pronounced compression artifacts, and color distortions render details indistinguishable. The scene lacks clarity and definable objects, making it impossible to identify any of the specified elements (paper, dashboard mat, lighting cues). Overall, the visual quality is severely compromised.\n\nText-to-Video Alignment Analysis:\nThere is no observable alignment with the prompt. The content does not reveal a sheet of paper, a folded document, a dashboard mat, or the described lighting or motion. The frames fail to capture the requested macro shot, and the overall scene bears little to no relation to the detailed prompt.\n\nPhysical/Common-sense Consistency:\nWith no discernible objects or interactions, there is nothing to evaluate in terms of physical realism or common-sense behavior. The sequence cannot demonstrate plausible physics or material properties, resulting in essentially no meaningful assessment of consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\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": 1.453125,
+ "TA": 1.0078125,
+ "MQ": 1.0625,
+ "Overall": 3.53125
+ }
+ }
+ ],
+ "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- An uninterrupted, high-speed macro shot remains static\n- Focuses in exquisite detail on a sheet of standard white office paper\n- Neatly folded in half and resting on car's dark gray, anti-glare dashboard mat\n- Camera is so close that individual interwoven fibers and subtle porous texture are rendered with hyper-real clarity\n- Non-slip mat beneath reveals intricate pattern of tiny, raised rubber dimples\n- Bright, direct sunlight streams in through unseen, open window\n- Capturing crisp, sharp edges of paper's folds and creating bright, luminous highlights\n- Contrast sharply with dark, matte surface beneath\n- Mesmerizing slow motion with gentle, unseen breeze causing top layer to subtly tremble\n- Lifts almost imperceptibly at a corner, then with elegant and silent sliding motion, drifts a few millimeters across the textured dashboard\n- Creating atmosphere of tranquility and contemplation focused on subtle physics of ordinary moments\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show extreme degradation: heavy blur, pronounced compression artifacts, and color distortions render details indistinguishable. The scene lacks clarity and definable objects, making it impossible to identify any of the specified elements (paper, dashboard mat, lighting cues). Overall, the visual quality is severely compromised.\n\nText-to-Video Alignment Analysis:\nThere is no observable alignment with the prompt. The content does not reveal a sheet of paper, a folded document, a dashboard mat, or the described lighting or motion. The frames fail to capture the requested macro shot, and the overall scene bears little to no relation to the detailed prompt.\n\nPhysical/Common-sense Consistency:\nWith no discernible objects or interactions, there is nothing to evaluate in terms of physical realism or common-sense behavior. The sequence cannot demonstrate plausible physics or material properties, resulting in essentially no meaningful assessment of consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\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-window3/rl_samples/0000884/group_1/index_tensor([3028, 3028])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_1/index_tensor([3028, 3028])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c2efa798476763c3b0a84934ceb6e8123586564
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_1/index_tensor([3028, 3028])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere.",
+ "seed": 12331,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_1/index_3028_seed_12331_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.59375,
+ "video_score2_ta": 1.125,
+ "video_score2_mq": 1.4296875,
+ "video_score2_overall": 4.15625,
+ "avg": 4.1484375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere.",
+ "token_credit_reward": 4.15625,
+ "selected_reward": 4.15625,
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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, dynamic tracking shot featuring a white tiger with black stripes moving across a vast snowy plain. It emphasizes rapid rightward pan, a powerful, explosive gait, and a scene dominated by cold tones with a sense of primitive power and wild freedom.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The imagery is consistently blurry with pronounced pixelation and compression artifacts. A strong color cast and unnatural blue/purple tint dominate, producing a stylized look that sacrifices realism. Fine details are largely indistinct, and the overall presentation lacks crispness and polish. The result is a markedly low-fidelity depiction with limited clarity and smoothness.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The presence of a tiger-like figure and a snowy setting is evident, but the execution does not convincingly realize the described dynamics or atmosphere. The low visual fidelity and stylization hinder faithful reproduction of the intended motion, scale, and emotional tone. Overall, alignment is moderate rather than strong.\n\nPhysical Consistency (Common-sense):\nThe depiction shows some basic anatomical cues but fails to maintain plausible tiger physiology or believable interaction with snow. Movement appears stiff, and the environmental interaction does not convincingly reflect real-world physics, resulting in weak common-sense consistency.\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": 1.59375,
+ "TA": 1.125,
+ "MQ": 1.4296875,
+ "Overall": 4.15625
+ }
+ }
+ ],
+ "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, dynamic tracking shot featuring a white tiger with black stripes moving across a vast snowy plain. It emphasizes rapid rightward pan, a powerful, explosive gait, and a scene dominated by cold tones with a sense of primitive power and wild freedom.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The imagery is consistently blurry with pronounced pixelation and compression artifacts. A strong color cast and unnatural blue/purple tint dominate, producing a stylized look that sacrifices realism. Fine details are largely indistinct, and the overall presentation lacks crispness and polish. The result is a markedly low-fidelity depiction with limited clarity and smoothness.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The presence of a tiger-like figure and a snowy setting is evident, but the execution does not convincingly realize the described dynamics or atmosphere. The low visual fidelity and stylization hinder faithful reproduction of the intended motion, scale, and emotional tone. Overall, alignment is moderate rather than strong.\n\nPhysical Consistency (Common-sense):\nThe depiction shows some basic anatomical cues but fails to maintain plausible tiger physiology or believable interaction with snow. Movement appears stiff, and the environmental interaction does not convincingly reflect real-world physics, resulting in weak common-sense consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere.",
+ "seed": 12332,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_1/index_3028_seed_12332_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.4609375,
+ "video_score2_ta": 1.0234375,
+ "video_score2_mq": 1.140625,
+ "video_score2_overall": 3.625,
+ "avg": 3.625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere.",
+ "token_credit_reward": 3.625,
+ "selected_reward": 3.625,
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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, dynamic tracking shot featuring a white tiger with black stripes moving across a vast snowy plain. The tiger is depicted with powerful, muscle--flexing motion, digging through snow with its paws, creating a dramatic trail, while the camera tracks rapidly to the right. The scene should emphasize cold winter colors, long pale shadows, and an overall sense of primitive power and wild freedom.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The imagery is consistently blurry with pronounced pixelation and compression artifacts. A strong blue tint pervades the scene, further masking details. Fine textures, edges, and color fidelity are largely lost, making it difficult to discern features or motion. Overall, the sequence reads as low-fidelity and hard to interpret, indicating a very poor level of visual quality.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is shown. The footage does not clearly depict a white tiger with black stripes; instead, the animal appears dark-colored, and the distinctive white tiger pattern is not evident. The snowy environment exists but is overwhelmed by color distortion, and key elements such as the low-angle tracking shot, rapid rightward pan, and the described dynamic movement are not convincingly realized. The result is a weak alignment with the original creative intent.\n\nPhysical/Common-sense Consistency:\nThe scene lacks coherent physical realism. The tiger’s anatomy and movement do not convincingly reflect natural big-cat locomotion in snow, and the interaction with the environment (snow displacement, shadows, lighting) does not align with plausible physics. The heavy color distortion and lack of clear motion cues undermine any sense of believable behavior or environmental interaction.\n\nOverall assessment:\nAll three dimensions show severe deficiencies, with minimal correspondence to the intended creative concept and substantial perceptual and physical inconsistencies.\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,
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+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0234375,
+ "MQ": 1.140625,
+ "Overall": 3.625
+ }
+ }
+ ],
+ "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, dynamic tracking shot featuring a white tiger with black stripes moving across a vast snowy plain. The tiger is depicted with powerful, muscle--flexing motion, digging through snow with its paws, creating a dramatic trail, while the camera tracks rapidly to the right. The scene should emphasize cold winter colors, long pale shadows, and an overall sense of primitive power and wild freedom.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The imagery is consistently blurry with pronounced pixelation and compression artifacts. A strong blue tint pervades the scene, further masking details. Fine textures, edges, and color fidelity are largely lost, making it difficult to discern features or motion. Overall, the sequence reads as low-fidelity and hard to interpret, indicating a very poor level of visual quality.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is shown. The footage does not clearly depict a white tiger with black stripes; instead, the animal appears dark-colored, and the distinctive white tiger pattern is not evident. The snowy environment exists but is overwhelmed by color distortion, and key elements such as the low-angle tracking shot, rapid rightward pan, and the described dynamic movement are not convincingly realized. The result is a weak alignment with the original creative intent.\n\nPhysical/Common-sense Consistency:\nThe scene lacks coherent physical realism. The tiger’s anatomy and movement do not convincingly reflect natural big-cat locomotion in snow, and the interaction with the environment (snow displacement, shadows, lighting) does not align with plausible physics. The heavy color distortion and lack of clear motion cues undermine any sense of believable behavior or environmental interaction.\n\nOverall assessment:\nAll three dimensions show severe deficiencies, with minimal correspondence to the intended creative concept and substantial perceptual and physical inconsistencies.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere.",
+ "seed": 12333,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_1/index_3028_seed_12333_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.3984375,
+ "video_score2_ta": 1.03125,
+ "video_score2_mq": 1.140625,
+ "video_score2_overall": 3.578125,
+ "avg": 3.5703125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere.",
+ "token_credit_reward": 3.578125,
+ "selected_reward": 3.578125,
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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, dynamic tracking shot featuring a white tiger with black stripes moving across a vast snowy plain, with emphasis on speed, muscle flexing, and dramatic snow interaction. The expected elements include a white tiger with distinct markings, rapid rightward pan, a flat, streamlined body, digging paws, snow displacement, intense gaze, open mouth, breath condensation, and a wintry landscape with long shadows and cold tones. In practice, the video fails to realize these specifics; the tiger’s coloration does not match the description, and the dynamic, expansive scene is not realized.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low with pronounced pixelation and compression artifacts. A strong blue cast dominates the image, and color fidelity is poor, making details hard to discern. Frame-to-frame motion is minimal, resulting in a static feel rather than a fluid tracking shot. Overall, the sequence reads as a low-quality render with limited clarity and minimal visual polish.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The most critical discrepancy is the tiger’s coloration, which appears blue/teal rather than white with black stripes, directly contradicting the core prompt. While some generic tiger-like form is present, the essential features—white fur with black spots, dynamic movement, and the specified environment—are not realized. The result is a near-complete misalignment between the textual description and the visual output.\n\nPhysical/Common-sense Consistency:\nThe depiction lacks believable physical realism. The tiger’s anatomy and motion do not align with natural tiger behavior or plausible biomechanics, and the environmental context (snow dynamics, lighting, shadows) does not coherently support the described scene. The overall rendering shows fundamental inconsistencies that undermine common-sense expectations for a tiger in a snowy setting.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3984375,
+ "TA": 1.03125,
+ "MQ": 1.140625,
+ "Overall": 3.578125
+ }
+ }
+ ],
+ "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, dynamic tracking shot featuring a white tiger with black stripes moving across a vast snowy plain, with emphasis on speed, muscle flexing, and dramatic snow interaction. The expected elements include a white tiger with distinct markings, rapid rightward pan, a flat, streamlined body, digging paws, snow displacement, intense gaze, open mouth, breath condensation, and a wintry landscape with long shadows and cold tones. In practice, the video fails to realize these specifics; the tiger’s coloration does not match the description, and the dynamic, expansive scene is not realized.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low with pronounced pixelation and compression artifacts. A strong blue cast dominates the image, and color fidelity is poor, making details hard to discern. Frame-to-frame motion is minimal, resulting in a static feel rather than a fluid tracking shot. Overall, the sequence reads as a low-quality render with limited clarity and minimal visual polish.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The most critical discrepancy is the tiger’s coloration, which appears blue/teal rather than white with black stripes, directly contradicting the core prompt. While some generic tiger-like form is present, the essential features—white fur with black spots, dynamic movement, and the specified environment—are not realized. The result is a near-complete misalignment between the textual description and the visual output.\n\nPhysical/Common-sense Consistency:\nThe depiction lacks believable physical realism. The tiger’s anatomy and motion do not align with natural tiger behavior or plausible biomechanics, and the environmental context (snow dynamics, lighting, shadows) does not coherently support the described scene. The overall rendering shows fundamental inconsistencies that undermine common-sense expectations for a tiger in a snowy setting.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1"
+ ]
+ },
+ {
+ "prompt": "low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere.",
+ "seed": 12334,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_1/index_3028_seed_12334_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
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+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.109375,
+ "avg": 3.1171875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere.",
+ "token_credit_reward": 3.109375,
+ "selected_reward": 3.109375,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 2,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extremely poor visual quality. Severe pixelation, heavy compression artifacts, and pervasive noise dominate the image. The resolution is very low, with blocky, indistinct shapes and pronounced color banding. Fine details are unrecoverable, and overall clarity is effectively absent. The sequence shows little to no smooth motion, and the imagery reads as corrupted or degraded rather than coherent content.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict a white tiger, nor a snowy plain, nor a low-angle tracking shot, nor any of the specified dynamic actions (running, digging, snow trails). Instead, the content centers on abstract, distorted geometric patterns with no recognizable subject or scene structure. The mismatch between the textual description and the visual content is complete.\n\nPhysical Consistency (Common-sense):\nThe visuals present no plausible physical behavior or coherent spatial relationships. The imagery lacks any semblance of real-world physics or anatomy, and there is no consistent grounding or interaction with a plausible environment. Overall, the video fails to convey any meaningful physical realism or common-sense coherence.\n\nground-truth of Dim-1: 'Visual Quality':\n1\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):\n1\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": 1.1015625,
+ "TA": 1.0,
+ "MQ": 1.015625,
+ "Overall": 3.109375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"low-angle, dynamic tracking shot, the camera parallel to a sturdy white tiger, pans rapidly to the right, capturing its majestic presence at full speed across the vast snowy plain. The beast's snow-white fur is dotted with deep black stripes, its sleek muscles flexing with explosive force with every stretch. Its muscular body, almost flat against the ground, presents a perfectly streamlined form. Its four powerful paws alternately dig deep into the snow, each kick sending a violent, shimmering mist of snow flying backward, leaving a spectacular, ever-expanding trail of white in its wake. Its amber eyes gleam with a feral gleam as it gazes intently ahead, its mouth slightly open, its hot breath condensing into a white mist in the frigid air. Against the backdrop of untouched, deep snow stretching to the distant, rolling peaks, the bright, cool winter sun beneath a clear, azure sky casts long, pale blue shadows across the snow, highlighting the delicate texture of the tiger's fur. The entire picture is dominated by cold colors, full of primitive power and wild freedom, creating a majestic, vital and awe-inspiring atmosphere\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extremely poor visual quality. Severe pixelation, heavy compression artifacts, and pervasive noise dominate the image. The resolution is very low, with blocky, indistinct shapes and pronounced color banding. Fine details are unrecoverable, and overall clarity is effectively absent. The sequence shows little to no smooth motion, and the imagery reads as corrupted or degraded rather than coherent content.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict a white tiger, nor a snowy plain, nor a low-angle tracking shot, nor any of the specified dynamic actions (running, digging, snow trails). Instead, the content centers on abstract, distorted geometric patterns with no recognizable subject or scene structure. The mismatch between the textual description and the visual content is complete.\n\nPhysical Consistency (Common-sense):\nThe visuals present no plausible physical behavior or coherent spatial relationships. The imagery lacks any semblance of real-world physics or anatomy, and there is no consistent grounding or interaction with a plausible environment. Overall, the video fails to convey any meaningful physical realism or common-sense coherence.\n\nground-truth of Dim-1: 'Visual Quality':\n1\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):\n1\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-window3/rl_samples/0000884/group_10/index_tensor([8142, 8142])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_10/index_tensor([8142, 8142])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4bf14785a4950df5a4bd392b457bb5581f8a6e1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_10/index_tensor([8142, 8142])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "handheld, long shot, captured in a calm, restrained, documentary style, captures the rural landscape just after the rain, its lightness barely perceptible. The vast rice paddies, brimming with water, reflect the gloomy, leaden sky like broken mirrors. In the distance, a few whitewashed farmhouses, with their green tiles, appear faintly in the mist. In the center of the frame, an elderly villager, hunched over, struggles forward, foot deep, foot shallow, along a narrow, rain-soaked, muddy ridge. His hair is thinning with gray, his face wrinkled by the frost of winter. He wears a faded, dark blue cotton jacket and loose black trousers rolled up high, revealing his dark calves and a pair of muddy Liberation shoes. Suddenly, one of his feet slipped on the slippery mud, and he instantly lost his balance. His arms instinctively stretched out to his sides, trying to grasp at the air to steady himself, but ultimately, unable to resist, he fell heavily to the side, crashing onto the muddy ridge of the field, splashing muddy water. The entire scene, bathed in diffuse natural light under an overcast sky, presents a simple color scheme composed of the deep brown of the soil, the gray-green of the paddy fields, and the leaden gray of the sky. This creates a tranquil yet slightly somber atmosphere, imbued with an unvarnished sense of realism, and authentically documents the fragility and resilience of workers in the face of nature.",
+ "seed": 15311,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_10/index_8142_seed_15311_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": 1.28125,
+ "video_score2_ta": 1.125,
+ "video_score2_mq": 1.515625,
+ "video_score2_overall": 3.921875,
+ "avg": 3.921875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "handheld, long shot, captured in a calm, restrained, documentary style, captures the rural landscape just after the rain, its lightness barely perceptible. The vast rice paddies, brimming with water, reflect the gloomy, leaden sky like broken mirrors. In the distance, a few whitewashed farmhouses, with their green tiles, appear faintly in the mist. In the center of the frame, an elderly villager, hunched over, struggles forward, foot deep, foot shallow, along a narrow, rain-soaked, muddy ridge. His hair is thinning with gray, his face wrinkled by the frost of winter. He wears a faded, dark blue cotton jacket and loose black trousers rolled up high, revealing his dark calves and a pair of muddy Liberation shoes. Suddenly, one of his feet slipped on the slippery mud, and he instantly lost his balance. His arms instinctively stretched out to his sides, trying to grasp at the air to steady himself, but ultimately, unable to resist, he fell heavily to the side, crashing onto the muddy ridge of the field, splashing muddy water. The entire scene, bathed in diffuse natural light under an overcast sky, presents a simple color scheme composed of the deep brown of the soil, the gray-green of the paddy fields, and the leaden gray of the sky. This creates a tranquil yet slightly somber atmosphere, imbued with an unvarnished sense of realism, and authentically documents the fragility and resilience of workers in the face 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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a handheld, long-shot scene in a rural landscape after rain, featuring an elderly villager working on a muddy ridge. The description includes specific details about clothing, weather, and actions that should be visible in the video.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The footage exhibits heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure fine details. Color fidelity is poor, with desaturated tones and noticeable banding. There is significant motion blur and occasional frame-to-frame instability, contributing to a choppy viewing experience. Overall, the video is not suitable for reliable interpretation due to these substantial technical shortcomings.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The rural setting and the presence of an elderly figure are detectable, and the general mood matches a subdued, documentary-like atmosphere. However, many key elements described in the prompt—such as the exact clothing details, the precise actions (slipping, falling), and the specific environmental cues (rain, reflections on water, exact sky conditions)—are not clearly or consistently represented. The result is a moderate level of alignment rather than a faithful rendering of all prompt aspects.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical plausibility: the figure’s proportions and interaction with the muddy ground appear reasonable, and there are no obvious violations of gravity or anatomy. Nevertheless, due to the limited clarity and ambiguous motion cues, some micro-level interactions (e.g., timing of the fall, contact with water, and subsequent movement) cannot be confidently verified. Overall, physical consistency is present but not strongly supported by the visuals.\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": {
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+ "TA": 1.125,
+ "MQ": 1.515625,
+ "Overall": 3.921875
+ }
+ }
+ ],
+ "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 handheld, long-shot scene in a rural landscape after rain, featuring an elderly villager working on a muddy ridge. The description includes specific details about clothing, weather, and actions that should be visible in the video.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The footage exhibits heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure fine details. Color fidelity is poor, with desaturated tones and noticeable banding. There is significant motion blur and occasional frame-to-frame instability, contributing to a choppy viewing experience. Overall, the video is not suitable for reliable interpretation due to these substantial technical shortcomings.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The rural setting and the presence of an elderly figure are detectable, and the general mood matches a subdued, documentary-like atmosphere. However, many key elements described in the prompt—such as the exact clothing details, the precise actions (slipping, falling), and the specific environmental cues (rain, reflections on water, exact sky conditions)—are not clearly or consistently represented. The result is a moderate level of alignment rather than a faithful rendering of all prompt aspects.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical plausibility: the figure’s proportions and interaction with the muddy ground appear reasonable, and there are no obvious violations of gravity or anatomy. Nevertheless, due to the limited clarity and ambiguous motion cues, some micro-level interactions (e.g., timing of the fall, contact with water, and subsequent movement) cannot be confidently verified. Overall, physical consistency is present but not strongly supported by the visuals.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "handheld, long shot, captured in a calm, restrained, documentary style, captures the rural landscape just after the rain, its lightness barely perceptible. The vast rice paddies, brimming with water, reflect the gloomy, leaden sky like broken mirrors. In the distance, a few whitewashed farmhouses, with their green tiles, appear faintly in the mist. In the center of the frame, an elderly villager, hunched over, struggles forward, foot deep, foot shallow, along a narrow, rain-soaked, muddy ridge. His hair is thinning with gray, his face wrinkled by the frost of winter. He wears a faded, dark blue cotton jacket and loose black trousers rolled up high, revealing his dark calves and a pair of muddy Liberation shoes. Suddenly, one of his feet slipped on the slippery mud, and he instantly lost his balance. His arms instinctively stretched out to his sides, trying to grasp at the air to steady himself, but ultimately, unable to resist, he fell heavily to the side, crashing onto the muddy ridge of the field, splashing muddy water. The entire scene, bathed in diffuse natural light under an overcast sky, presents a simple color scheme composed of the deep brown of the soil, the gray-green of the paddy fields, and the leaden gray of the sky. This creates a tranquil yet slightly somber atmosphere, imbued with an unvarnished sense of realism, and authentically documents the fragility and resilience of workers in the face of nature.",
+ "seed": 15312,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_10/index_8142_seed_15312_dp_20_rank_40_sample_1_slot_1.mp4",
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+ "question": "handheld, long shot, captured in a calm, restrained, documentary style, captures the rural landscape just after the rain, its lightness barely perceptible. The vast rice paddies, brimming with water, reflect the gloomy, leaden sky like broken mirrors. In the distance, a few whitewashed farmhouses, with their green tiles, appear faintly in the mist. In the center of the frame, an elderly villager, hunched over, struggles forward, foot deep, foot shallow, along a narrow, rain-soaked, muddy ridge. His hair is thinning with gray, his face wrinkled by the frost of winter. He wears a faded, dark blue cotton jacket and loose black trousers rolled up high, revealing his dark calves and a pair of muddy Liberation shoes. Suddenly, one of his feet slipped on the slippery mud, and he instantly lost his balance. His arms instinctively stretched out to his sides, trying to grasp at the air to steady himself, but ultimately, unable to resist, he fell heavily to the side, crashing onto the muddy ridge of the field, splashing muddy water. The entire scene, bathed in diffuse natural light under an overcast sky, presents a simple color scheme composed of the deep brown of the soil, the gray-green of the paddy fields, and the leaden gray of the sky. This creates a tranquil yet slightly somber atmosphere, imbued with an unvarnished sense of realism, and authentically documents the fragility and resilience of workers in the face of nature.",
+ "token_credit_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 handheld, long-shot rural landscape scene after rain, featuring a central figure working in muddy fields. The description includes specific details about the environment (rain-soaked paddies, overcast sky, distant farmhouses), the character (elderly villager in dark clothing), and the action (slipping, struggling, falling). The overall mood is intended to be tranquil yet somber, reflecting the fragility and resilience of workers in such conditions.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The footage exhibits heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure fine details. Color fidelity is poor, with desaturated tones and a washed-out appearance. There is noticeable frame-to-frame instability and occasional distortions, contributing to an overall low-clarity presentation. These factors collectively place the video at the lowest end of the quality spectrum.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The rural setting and the presence of a central figure are detectable, and some environmental cues (muddy ground, overcast lighting) are present. However, due to the severe visual degradation, many key elements described in the prompt—such as precise clothing details, the exact sequence of actions, and nuanced environmental interactions—are not reliably conveyed. Overall, the alignment is limited rather than strong.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical coherence: the figure interacts with the muddy ground in a plausible manner, and the general spatial relationships are recognizable despite the noise. Some subtle inconsistencies in motion or interaction may be obscured by the quality, but there are no glaring violations of common-sense physics. Overall, physical consistency is acceptable but not robust.\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": {
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+ "TA": 1.0703125,
+ "MQ": 1.5078125,
+ "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 handheld, long-shot rural landscape scene after rain, featuring a central figure working in muddy fields. The description includes specific details about the environment (rain-soaked paddies, overcast sky, distant farmhouses), the character (elderly villager in dark clothing), and the action (slipping, struggling, falling). The overall mood is intended to be tranquil yet somber, reflecting the fragility and resilience of workers in such conditions.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The footage exhibits heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure fine details. Color fidelity is poor, with desaturated tones and a washed-out appearance. There is noticeable frame-to-frame instability and occasional distortions, contributing to an overall low-clarity presentation. These factors collectively place the video at the lowest end of the quality spectrum.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The rural setting and the presence of a central figure are detectable, and some environmental cues (muddy ground, overcast lighting) are present. However, due to the severe visual degradation, many key elements described in the prompt—such as precise clothing details, the exact sequence of actions, and nuanced environmental interactions—are not reliably conveyed. Overall, the alignment is limited rather than strong.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical coherence: the figure interacts with the muddy ground in a plausible manner, and the general spatial relationships are recognizable despite the noise. Some subtle inconsistencies in motion or interaction may be obscured by the quality, but there are no glaring violations of common-sense physics. Overall, physical consistency is acceptable but not robust.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 15313,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_10/index_8142_seed_15313_dp_21_rank_42_sample_2_slot_0.mp4",
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+ "question": "handheld, long shot, captured in a calm, restrained, documentary style, captures the rural landscape just after the rain, its lightness barely perceptible. The vast rice paddies, brimming with water, reflect the gloomy, leaden sky like broken mirrors. In the distance, a few whitewashed farmhouses, with their green tiles, appear faintly in the mist. In the center of the frame, an elderly villager, hunched over, struggles forward, foot deep, foot shallow, along a narrow, rain-soaked, muddy ridge. His hair is thinning with gray, his face wrinkled by the frost of winter. He wears a faded, dark blue cotton jacket and loose black trousers rolled up high, revealing his dark calves and a pair of muddy Liberation shoes. Suddenly, one of his feet slipped on the slippery mud, and he instantly lost his balance. His arms instinctively stretched out to his sides, trying to grasp at the air to steady himself, but ultimately, unable to resist, he fell heavily to the side, crashing onto the muddy ridge of the field, splashing muddy water. The entire scene, bathed in diffuse natural light under an overcast sky, presents a simple color scheme composed of the deep brown of the soil, the gray-green of the paddy fields, and the leaden gray of the sky. This creates a tranquil yet slightly somber atmosphere, imbued with an unvarnished sense of realism, and authentically documents the fragility and resilience of workers in the face of nature.",
+ "token_credit_reward": 3.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a handheld, long-shot rural landscape scene after rain, featuring an elderly villager working on a muddy ridge. The description includes specific details about clothing, weather, lighting, and the expected actions (slipping, losing balance, falling) that should occur in the scene.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with heavy pixelation and pervasive compression artifacts. Color and contrast are inconsistent, and there is noticeable noise and grain throughout. The imagery often appears blurry or smeared, with unstable framing and occasional distortions that obscure fine details. Overall, the footage is not suitable for reliable interpretation due to these substantial technical shortcomings.\n\nText-to-Video Alignment Assessment:\nThere is a pronounced mismatch between the textual prompt and what is depicted. The frames do not clearly establish a rural landscape, nor do they convincingly convey a post-rain setting or the described atmospheric conditions. The central figure is barely discernible and does not clearly match the specified attire or age characteristics. While some broad elements (a person in a rural context) may be present, the key narrative cues—elderly appearance, precise clothing, and the exact sequence of actions—are not reliably represented. Consequently, the alignment to the prompt is poor.\n\nPhysical Consistency (Common-sense):\nThe sequence exhibits notable inconsistencies with basic physical plausibility. The figure’s posture and movements do not consistently reflect plausible human dynamics, and the interaction with the muddy ground lacks convincing grounding and momentum. Lighting and environmental cues fail to cohere across frames, further undermining the perceived realism of the scene. Overall, the video demonstrates weak common-sense and physical 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": 1.125,
+ "TA": 1.015625,
+ "MQ": 1.0546875,
+ "Overall": 3.1875
+ }
+ }
+ ],
+ "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 handheld, long-shot rural landscape scene after rain, featuring an elderly villager working on a muddy ridge. The description includes specific details about clothing, weather, lighting, and the expected actions (slipping, losing balance, falling) that should occur in the scene.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with heavy pixelation and pervasive compression artifacts. Color and contrast are inconsistent, and there is noticeable noise and grain throughout. The imagery often appears blurry or smeared, with unstable framing and occasional distortions that obscure fine details. Overall, the footage is not suitable for reliable interpretation due to these substantial technical shortcomings.\n\nText-to-Video Alignment Assessment:\nThere is a pronounced mismatch between the textual prompt and what is depicted. The frames do not clearly establish a rural landscape, nor do they convincingly convey a post-rain setting or the described atmospheric conditions. The central figure is barely discernible and does not clearly match the specified attire or age characteristics. While some broad elements (a person in a rural context) may be present, the key narrative cues—elderly appearance, precise clothing, and the exact sequence of actions—are not reliably represented. Consequently, the alignment to the prompt is poor.\n\nPhysical Consistency (Common-sense):\nThe sequence exhibits notable inconsistencies with basic physical plausibility. The figure’s posture and movements do not consistently reflect plausible human dynamics, and the interaction with the muddy ground lacks convincing grounding and momentum. Lighting and environmental cues fail to cohere across frames, further undermining the perceived realism of the scene. Overall, the video demonstrates weak common-sense and physical consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a rural landscape after rain, with an elderly villager working on a muddy ridge, wearing specific clothing, and performing agricultural labor while facing challenging weather conditions. The scene is intended to convey a documentary-like, subdued mood with a focus on rural life and environmental constraints.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with pronounced pixelation and heavy compression artifacts that obscure details. Color fidelity is poor, and there is noticeable noise and grain throughout. Frame-to-frame stability is lacking, with occasional jitter and abrupt transitions. Overall, the footage reads as far from professional standards and does not support clear interpretation of the scene.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is depicted. The frames show an indoor or covered setting with a person performing a handstand or similar movement on steps, rather than an outdoor rural landscape with paddies, rain, and an elderly farmer on a muddy ridge. Key elements described in the prompt—elderly villager, muddy environment, rain, paddies, and the associated attire and actions—are not present. The result is a severe misalignment between the textual description and the visual content.\n\nPhysical/Common-sense Consistency Assessment:\nThe observed action (a handstand on steps) is physically plausible in isolation, but it conflicts with the expected scenario of outdoor agricultural work in a rain-soaked field. The setting and activity do not align with common-sense expectations derived from the prompt, indicating a fundamental inconsistency between the intended narrative and the actual visuals.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.046875,
+ "MQ": 1.234375,
+ "Overall": 3.578125
+ }
+ }
+ ],
+ "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 rural landscape after rain, with an elderly villager working on a muddy ridge, wearing specific clothing, and performing agricultural labor while facing challenging weather conditions. The scene is intended to convey a documentary-like, subdued mood with a focus on rural life and environmental constraints.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with pronounced pixelation and heavy compression artifacts that obscure details. Color fidelity is poor, and there is noticeable noise and grain throughout. Frame-to-frame stability is lacking, with occasional jitter and abrupt transitions. Overall, the footage reads as far from professional standards and does not support clear interpretation of the scene.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is depicted. The frames show an indoor or covered setting with a person performing a handstand or similar movement on steps, rather than an outdoor rural landscape with paddies, rain, and an elderly farmer on a muddy ridge. Key elements described in the prompt—elderly villager, muddy environment, rain, paddies, and the associated attire and actions—are not present. The result is a severe misalignment between the textual description and the visual content.\n\nPhysical/Common-sense Consistency Assessment:\nThe observed action (a handstand on steps) is physically plausible in isolation, but it conflicts with the expected scenario of outdoor agricultural work in a rain-soaked field. The setting and activity do not align with common-sense expectations derived from the prompt, indicating a fundamental inconsistency between the intended narrative and the actual visuals.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_11/index_tensor([3864, 3864])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_11/index_tensor([3864, 3864])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..609009d0e128f3f1e971a4bac131ee2af32d80ab
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_11/index_tensor([3864, 3864])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 481,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_11/index_3864_seed_481_dp_22_rank_44_sample_0_slot_0.mp4",
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+ "avg": 3.359375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slowly zooming wide-angle panoramic shot, viewed from a slightly upward angle, captures the spectacular destruction of a magnificent ancient mural wall. Composed of massive, weathered gray stones and mottled red brick, its surface is covered with the marks of erosion and withered vines. It depicts a once vibrant, now faded, epic mural depicting figures in ornate robes and mythical creatures. With a deep, resonant melody, tiny cracks spread across the wall like lightning. The mural's plaster coating cracks and curls extensively like dry skin, then silently peels away in large, shards, exposing the even more ancient masonry beneath. Then, massive blocks of stone break loose from the structure, toppling inward with weighty force and collapsing, the masonry shattering into countless fragments of varying sizes as they impact the ground. A thick gray cloud, a mixture of millennia-old dust and gypsum powder, suddenly rose, instantly engulfing the entire painting. Only a few faint rays of light filtered through the holes in the dome, forming distinct pillars of light amidst the rising dust. The dominant tones of the scene—the gray of stone, the brown of earth, and the ochre of the remaining frescoes—created a grand and tragic atmosphere, bearing witness to the moment when history and art were reduced to dust before an irresistible force.",
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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 dramatic destruction sequence of an ancient mural wall, including a wide-angle panoramic view, a zooming effect, and a progression from intact wall to complete collapse with dust clouds and light rays. The video, however, does not realize these elements; the content remains largely static and fails to convey the described transformation or atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy compression artifacts, pronounced pixelation, and color bleeding that obscure details. The imagery resembles abstract patterns rather than a coherent scene, and there is little to no discernible texture or depth. Overall, the video presents a near-minimal level of visual clarity, making it difficult to interpret any meaningful content.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video. The requested dynamic sequence, panoramic framing, and narrative progression are absent; the frames do not depict the described zoom, weathered stone, eroded surfaces, or the dramatic destruction. The result is a static, abstract presentation that bears little resemblance to the intended cinematic destruction narrative.\n\nPhysical/Common-sense Consistency:\nThe visuals do not support plausible physical behavior or common-sense expectations. The imagery lacks structural integrity and coherent motion, and any implied physics (weathering, cracking, dust, lighting) is not convincingly represented. The overall depiction does not align with real-world expectations for a monumental mural’s deterioration or collapse.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, Physical/Common-sense Consistency = 1.\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": {
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+ "TA": 1.0234375,
+ "MQ": 1.078125,
+ "Overall": 3.359375
+ }
+ }
+ ],
+ "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 dramatic destruction sequence of an ancient mural wall, including a wide-angle panoramic view, a zooming effect, and a progression from intact wall to complete collapse with dust clouds and light rays. The video, however, does not realize these elements; the content remains largely static and fails to convey the described transformation or atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy compression artifacts, pronounced pixelation, and color bleeding that obscure details. The imagery resembles abstract patterns rather than a coherent scene, and there is little to no discernible texture or depth. Overall, the video presents a near-minimal level of visual clarity, making it difficult to interpret any meaningful content.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video. The requested dynamic sequence, panoramic framing, and narrative progression are absent; the frames do not depict the described zoom, weathered stone, eroded surfaces, or the dramatic destruction. The result is a static, abstract presentation that bears little resemblance to the intended cinematic destruction narrative.\n\nPhysical/Common-sense Consistency:\nThe visuals do not support plausible physical behavior or common-sense expectations. The imagery lacks structural integrity and coherent motion, and any implied physics (weathering, cracking, dust, lighting) is not convincingly represented. The overall depiction does not align with real-world expectations for a monumental mural’s deterioration or collapse.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 482,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_11/index_3864_seed_482_dp_22_rank_44_sample_1_slot_1.mp4",
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+ "token_credit_reward": 3.59375,
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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 destruction sequence of an ancient mural wall, including weathered stone, mottled brick, visible erosion, withering vines, and a gradual reveal of a mural depicting figures in ornate robes and mythical creatures. The sequence includes cracks spreading like lightning, extensive peeling of the mural, massive stone blocks breaking loose, toppling, and collapsing, culminating in a thick dust cloud and a final scene with light filtering through openings. The intended mood is grand and tragic, witnessing history and art reduced to dust by an overwhelming force.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with heavy pixelation and pervasive blur that obscures details. Compression artifacts and color banding are evident, and lighting is inconsistent, producing harsh contrasts between bright and dark regions. The overall image fidelity is poor, making it difficult to discern architectural features or any fine details. The result is a consistently low-quality presentation throughout the sequence.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and what is depicted. The frames show a staircase-like element with decorative patterns and some greenery, but there is no sign of the described mural, stone wall, or destruction sequence. The content does not reflect the panoramic, weathered-stone, or narrative elements of the prompt, indicating a severe misalignment at the conceptual level.\n\nPhysical/Common-sense Consistency:\nThe visible elements maintain basic spatial coherence; the staircase geometry and lighting appear plausible within the limited frame. However, due to the extreme degradation, depth cues, scale relationships, and material properties cannot be reliably assessed, so only minimal internal consistency can be inferred. Overall, physical consistency is limited but not entirely broken by the footage.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.484375,
+ "TA": 1.015625,
+ "MQ": 1.1015625,
+ "Overall": 3.59375
+ }
+ }
+ ],
+ "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 destruction sequence of an ancient mural wall, including weathered stone, mottled brick, visible erosion, withering vines, and a gradual reveal of a mural depicting figures in ornate robes and mythical creatures. The sequence includes cracks spreading like lightning, extensive peeling of the mural, massive stone blocks breaking loose, toppling, and collapsing, culminating in a thick dust cloud and a final scene with light filtering through openings. The intended mood is grand and tragic, witnessing history and art reduced to dust by an overwhelming force.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with heavy pixelation and pervasive blur that obscures details. Compression artifacts and color banding are evident, and lighting is inconsistent, producing harsh contrasts between bright and dark regions. The overall image fidelity is poor, making it difficult to discern architectural features or any fine details. The result is a consistently low-quality presentation throughout the sequence.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and what is depicted. The frames show a staircase-like element with decorative patterns and some greenery, but there is no sign of the described mural, stone wall, or destruction sequence. The content does not reflect the panoramic, weathered-stone, or narrative elements of the prompt, indicating a severe misalignment at the conceptual level.\n\nPhysical/Common-sense Consistency:\nThe visible elements maintain basic spatial coherence; the staircase geometry and lighting appear plausible within the limited frame. However, due to the extreme degradation, depth cues, scale relationships, and material properties cannot be reliably assessed, so only minimal internal consistency can be inferred. Overall, physical consistency is limited but not entirely broken by the footage.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "slowly zooming wide-angle panoramic shot, viewed from a slightly upward angle, captures the spectacular destruction of a magnificent ancient mural wall. Composed of massive, weathered gray stones and mottled red brick, its surface is covered with the marks of erosion and withered vines. It depicts a once vibrant, now faded, epic mural depicting figures in ornate robes and mythical creatures. With a deep, resonant melody, tiny cracks spread across the wall like lightning. The mural's plaster coating cracks and curls extensively like dry skin, then silently peels away in large, shards, exposing the even more ancient masonry beneath. Then, massive blocks of stone break loose from the structure, toppling inward with weighty force and collapsing, the masonry shattering into countless fragments of varying sizes as they impact the ground. A thick gray cloud, a mixture of millennia-old dust and gypsum powder, suddenly rose, instantly engulfing the entire painting. Only a few faint rays of light filtered through the holes in the dome, forming distinct pillars of light amidst the rising dust. The dominant tones of the scene—the gray of stone, the brown of earth, and the ochre of the remaining frescoes—created a grand and tragic atmosphere, bearing witness to the moment when history and art were reduced to dust before an irresistible force.",
+ "seed": 483,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_11/index_3864_seed_483_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,
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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 dramatic destruction sequence of an ancient mural wall, including a wide-angle panoramic view, a slightly upward angle, visible weathering, and a narrative progression where the mural collapses, dust rises, and light filters through openings. The described elements are intended to convey a grand, tragic atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are severely degraded. The imagery is consistently low in resolution with pronounced compression artifacts, heavy noise, and color banding that obscure details. The content often appears blocky or pixelated, with unstable framing and noticeable distortions that degrade clarity. Overall, the video presents a markedly poor visual quality that obscures essential features and reduces watchability.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not clearly realize the described wide-angle panoramic shot, nor the specific upward angle, nor the detailed weathering or the progressive collapse sequence. Key elements such as the mural’s composition, the presence of figures in ornate robes, the emergence of dust clouds, and the interplay of light and shadow are not convincingly realized. In short, the video fails to align with the textual description, indicating a very weak alignment score.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical progression. Weathering cues and structural behavior are not convincingly portrayed; there is no plausible progression from intact masonry to a complete collapse, and the environmental effects (dust, lighting) do not follow believable dynamics. The overall depiction does not satisfy basic common-sense expectations for a destruction scenario.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "TA": 1.015625,
+ "MQ": 1.0625,
+ "Overall": 3.3125
+ }
+ }
+ ],
+ "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 dramatic destruction sequence of an ancient mural wall, including a wide-angle panoramic view, a slightly upward angle, visible weathering, and a narrative progression where the mural collapses, dust rises, and light filters through openings. The described elements are intended to convey a grand, tragic atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are severely degraded. The imagery is consistently low in resolution with pronounced compression artifacts, heavy noise, and color banding that obscure details. The content often appears blocky or pixelated, with unstable framing and noticeable distortions that degrade clarity. Overall, the video presents a markedly poor visual quality that obscures essential features and reduces watchability.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not clearly realize the described wide-angle panoramic shot, nor the specific upward angle, nor the detailed weathering or the progressive collapse sequence. Key elements such as the mural’s composition, the presence of figures in ornate robes, the emergence of dust clouds, and the interplay of light and shadow are not convincingly realized. In short, the video fails to align with the textual description, indicating a very weak alignment score.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical progression. Weathering cues and structural behavior are not convincingly portrayed; there is no plausible progression from intact masonry to a complete collapse, and the environmental effects (dust, lighting) do not follow believable dynamics. The overall depiction does not satisfy basic common-sense expectations for a destruction scenario.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 484,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_11/index_3864_seed_484_dp_23_rank_46_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 1.4296875,
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+ "question": "slowly zooming wide-angle panoramic shot, viewed from a slightly upward angle, captures the spectacular destruction of a magnificent ancient mural wall. Composed of massive, weathered gray stones and mottled red brick, its surface is covered with the marks of erosion and withered vines. It depicts a once vibrant, now faded, epic mural depicting figures in ornate robes and mythical creatures. With a deep, resonant melody, tiny cracks spread across the wall like lightning. The mural's plaster coating cracks and curls extensively like dry skin, then silently peels away in large, shards, exposing the even more ancient masonry beneath. Then, massive blocks of stone break loose from the structure, toppling inward with weighty force and collapsing, the masonry shattering into countless fragments of varying sizes as they impact the ground. A thick gray cloud, a mixture of millennia-old dust and gypsum powder, suddenly rose, instantly engulfing the entire painting. Only a few faint rays of light filtered through the holes in the dome, forming distinct pillars of light amidst the rising dust. The dominant tones of the scene—the gray of stone, the brown of earth, and the ochre of the remaining frescoes—created a grand and tragic atmosphere, bearing witness to the moment when history and art were reduced to dust before an irresistible force.",
+ "token_credit_reward": 3.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 dramatic destruction sequence of an ancient mural wall, including a wide-angle panoramic view, a zooming effect, and a narrative progression from intact wall to complete collapse with dust clouds and light rays. The actual video frames do not realize these elements; the content diverges significantly from the described scenario.\n\nVisual Quality Analysis:\nThe frames exhibit severe degradation: heavy compression artifacts, pronounced pixelation, and color banding. The imagery is largely abstract and lacks definable details, making it impossible to discern architectural features or any meaningful content. Overall visual quality is extremely poor (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video. The intended wide-angle panoramic destruction sequence, the zooming progression, and the specific environmental cues (dust clouds, light rays) are not present. The content fails to convey the described narrative or composition, resulting in a near-total misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded and abstract, there is no basis to assess plausible physical behavior or common-sense dynamics. The sequence cannot be interpreted as a coherent physical event, and any implied dynamics are not credible (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\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": 1.4296875,
+ "TA": 1.015625,
+ "MQ": 1.1171875,
+ "Overall": 3.5625
+ }
+ }
+ ],
+ "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 dramatic destruction sequence of an ancient mural wall, including a wide-angle panoramic view, a zooming effect, and a narrative progression from intact wall to complete collapse with dust clouds and light rays. The actual video frames do not realize these elements; the content diverges significantly from the described scenario.\n\nVisual Quality Analysis:\nThe frames exhibit severe degradation: heavy compression artifacts, pronounced pixelation, and color banding. The imagery is largely abstract and lacks definable details, making it impossible to discern architectural features or any meaningful content. Overall visual quality is extremely poor (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video. The intended wide-angle panoramic destruction sequence, the zooming progression, and the specific environmental cues (dust clouds, light rays) are not present. The content fails to convey the described narrative or composition, resulting in a near-total misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded and abstract, there is no basis to assess plausible physical behavior or common-sense dynamics. The sequence cannot be interpreted as a coherent physical event, and any implied dynamics are not credible (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\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-window3/rl_samples/0000884/group_13/index_tensor([8464, 8464])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_13/index_tensor([8464, 8464])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..acd22244e8b9d22b7ed4f7e7224c37efc51bed11
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_13/index_tensor([8464, 8464])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "seed": 2543,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_13/index_8464_seed_2543_dp_26_rank_52_sample_0_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\nFirst, let me understand what the text prompt is asking for:\n- An eerie, high-angle shot with a steady, Dutch angle\n- A mad scientist at the center of a chaotic, maximalist laboratory\n- The scientist should have gray/white hair, a contorted face of ecstasy, thick old-fashioned brass goggles on his nose\n- He should wear a white lab coat stained with an unidentified chemical, open to reveal a plaid vest beneath\n- The lab should be cluttered with bizarre instruments, copper wires and cables tangled like vines between humming Tesla coils and blinking control panels\n- On tabletops, multicolored liquids should be boiling violently in beakers and flasks, emitting wisps of colored vapor\n- The scientist should erupt in hysterical laughter, feet clad in scuffed black tap shoes, tapping the stone floor at an alarming speed\n- His body should twist violently and uncoordinated to the chaotic rhythm, arms flaring outwards as if conducting an invisible, frantic symphony\n- The scene should be bathed in flickering, cold light from devices, casting a large, dancing shadow behind him\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that obscures most details. The resolution is very low, with heavy pixelation and pervasive artifacts. Color bleeding and digital noise dominate the image, and there is noticeable frame-to-frame instability. Overall clarity is poor, making it difficult to discern objects or actions. This supports a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nBecause of the extreme degradation, the video fails to convey the requested elements. The central figure is not clearly identifiable as the described mad scientist, and key props (goggles, specific clothing, and the precise laboratory setup) cannot be reliably verified. The alignment to the prompt is effectively non-existent, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe distortions prevent any meaningful assessment of physical plausibility or common-sense coherence. There are no discernible cues to support plausible interactions or consistent behavior, so the Physical/Common-sense Consistency score is 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\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": 1.3046875,
+ "TA": 1.015625,
+ "MQ": 1.0625,
+ "Overall": 3.375
+ }
+ }
+ ],
+ "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- An eerie, high-angle shot with a steady, Dutch angle\n- A mad scientist at the center of a chaotic, maximalist laboratory\n- The scientist should have gray/white hair, a contorted face of ecstasy, thick old-fashioned brass goggles on his nose\n- He should wear a white lab coat stained with an unidentified chemical, open to reveal a plaid vest beneath\n- The lab should be cluttered with bizarre instruments, copper wires and cables tangled like vines between humming Tesla coils and blinking control panels\n- On tabletops, multicolored liquids should be boiling violently in beakers and flasks, emitting wisps of colored vapor\n- The scientist should erupt in hysterical laughter, feet clad in scuffed black tap shoes, tapping the stone floor at an alarming speed\n- His body should twist violently and uncoordinated to the chaotic rhythm, arms flaring outwards as if conducting an invisible, frantic symphony\n- The scene should be bathed in flickering, cold light from devices, casting a large, dancing shadow behind him\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that obscures most details. The resolution is very low, with heavy pixelation and pervasive artifacts. Color bleeding and digital noise dominate the image, and there is noticeable frame-to-frame instability. Overall clarity is poor, making it difficult to discern objects or actions. This supports a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nBecause of the extreme degradation, the video fails to convey the requested elements. The central figure is not clearly identifiable as the described mad scientist, and key props (goggles, specific clothing, and the precise laboratory setup) cannot be reliably verified. The alignment to the prompt is effectively non-existent, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe distortions prevent any meaningful assessment of physical plausibility or common-sense coherence. There are no discernible cues to support plausible interactions or consistent behavior, so the Physical/Common-sense Consistency score is 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "An eerie, high-angle shot, a steady, Dutch angle, surveys a mad scientist at the center of the chaos of his maximalist laboratory. Beneath a shock of gray and white hair, a face contorted with ecstasy, thick, old-fashioned brass goggles perched on his nose, their lenses reflecting the eerie glow of the surrounding equipment. He wears a white lab coat stained with an unidentified chemical, open to reveal a plaid vest beneath. The lab is cluttered with countless bizarre instruments, copper wires and cables tangled like vines between humming Tesla coils and blinking control panels. On the tabletops, multicolored liquids boil violently in beakers and flasks, emitting wisps of colored vapor. Amidst this chaos, the scientist erupted in hysterical laughter as his feet—clad in a pair of scuffed black tap shoes—beat the stone floor frantically and haphazardly at an alarming speed. His body twisted violently and uncoordinated to the chaotic rhythm, his arms flaring outwards as if conducting an invisible, frantic symphony. The entire scene was bathed in the flickering, cold light of the device, casting a large, dancing shadow behind him, creating a bizarre atmosphere of scientific fanaticism, insanity, and dangerous creativity.",
+ "seed": 2544,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_13/index_8464_seed_2544_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": 1.234375,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0546875,
+ "video_score2_overall": 3.3125,
+ "avg": 3.296875,
+ "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\nFirst, let me understand what the text prompt is asking for:\n- An eerie, high-angle shot with a steady, Dutch angle\n- A mad scientist at the center of a chaotic maximalist laboratory\n- The scientist has gray/white hair, contorted face with ecstasy, thick old-fashioned brass goggles on his nose\n- He wears a white lab coat stained with an unidentified chemical, open to reveal a plaid vest beneath\n- The lab is cluttered with bizarre instruments, copper wires and cables tangled like vines between humming Tesla coils and blinking control panels\n- On tabletops, multicolored liquids boil violently in beakers and flasks, emitting wisps of colored vapor\n- The scientist erupts in hysterical laughter, feet clad in scuffed black tap shoes, beats the stone floor frantically\n- His body twists violently and uncoordinated to the chaotic rhythm, arms flaring outwards as if conducting an invisible, frantic symphony\n- The entire scene is bathed in flickering, cold light of the device, casting a large, dancing shadow behind him\n- Creating a bizarre atmosphere of scientific fanaticism, insanity, and dangerous creativity\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive digital noise that obscure details. Color bleeding and banding are common, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a consistently low-fidelity presentation with little discernible clarity or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict the described elements (the mad scientist, the specific attire, the detailed laboratory setup, or the chaotic actions). The imagery is too abstract and distorted to reliably map to the textual description, indicating a near-complete failure to translate the prompt into the visual narrative.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical logic or plausible interaction within the scene. The extreme distortion prevents any meaningful assessment of spatial relationships, object behavior, or causal dynamics. The video does not demonstrate consistent physical realism or common-sense plausibility.\n\nOverall assessment:\nAll three dimensions score at the lowest level, reflecting a fundamentally flawed generation where visual quality, alignment, and physical consistency are not recoverable.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
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+ "TA": 1.0078125,
+ "MQ": 1.0546875,
+ "Overall": 3.3125
+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- An eerie, high-angle shot with a steady, Dutch angle\n- A mad scientist at the center of a chaotic maximalist laboratory\n- The scientist has gray/white hair, contorted face with ecstasy, thick old-fashioned brass goggles on his nose\n- He wears a white lab coat stained with an unidentified chemical, open to reveal a plaid vest beneath\n- The lab is cluttered with bizarre instruments, copper wires and cables tangled like vines between humming Tesla coils and blinking control panels\n- On tabletops, multicolored liquids boil violently in beakers and flasks, emitting wisps of colored vapor\n- The scientist erupts in hysterical laughter, feet clad in scuffed black tap shoes, beats the stone floor frantically\n- His body twists violently and uncoordinated to the chaotic rhythm, arms flaring outwards as if conducting an invisible, frantic symphony\n- The entire scene is bathed in flickering, cold light of the device, casting a large, dancing shadow behind him\n- Creating a bizarre atmosphere of scientific fanaticism, insanity, and dangerous creativity\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive digital noise that obscure details. Color bleeding and banding are common, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a consistently low-fidelity presentation with little discernible clarity or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict the described elements (the mad scientist, the specific attire, the detailed laboratory setup, or the chaotic actions). The imagery is too abstract and distorted to reliably map to the textual description, indicating a near-complete failure to translate the prompt into the visual narrative.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical logic or plausible interaction within the scene. The extreme distortion prevents any meaningful assessment of spatial relationships, object behavior, or causal dynamics. The video does not demonstrate consistent physical realism or common-sense plausibility.\n\nOverall assessment:\nAll three dimensions score at the lowest level, reflecting a fundamentally flawed generation where visual quality, alignment, and physical consistency are not recoverable.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 2545,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_13/index_8464_seed_2545_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\nFirst, let me understand what the text prompt is asking for:\n- An eerie, high-angle shot with a steady, Dutch angle\n- A mad scientist at the center of chaos in a maximalist laboratory\n- The scientist should have gray/white hair, a contorted face of ecstasy, thick old-fashioned brass goggles on his nose\n- He should wear a white lab coat stained with an unidentified chemical, open to reveal a plaid vest beneath\n- The lab should be cluttered with bizarre instruments, copper wires and cables tangled like vines between humming Tesla coils and blinking control panels\n- On tabletops, multicolored liquids should be boiling violently in beakers and flasks, emitting wisps of colored vapor\n- The scientist should erupt in hysterical laughter, feet clad in scuffed black tap shoes, tapping the stone floor frantically\n- His body should twist violently and uncoordinated to the chaotic rhythm, arms flaring outwards as if conducting an invisible, frantic symphony\n- The scene should be bathed in flickering, cold light from devices, casting a large dancing shadow behind him\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pervasive noise, and pronounced compression artifacts that obscure details. Color bleeding and banding are common, and lighting is inconsistent across shots, producing harsh hotspots and deep shadows. The result is a consistently low-fidelity presentation with limited clarity and poor temporal stability, making it difficult to discern objects or actions. Overall, the video does not meet basic expectations for legibility or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict a mad scientist, his distinctive attire, or the described laboratory setup. Key elements such as the high-angle perspective, the specific props (goggles, lab coat, plaid vest), and the chaotic, kinetic scene are not convincingly realized. The result is a substantial mismatch between the textual description and the visual content, indicating a failure to translate the prompt into a coherent video narrative.\n\nPhysical/Common-sense Consistency:\nThere is some minimal internal coherence in object placement and lighting, but the severe degradation and lack of detail prevent reliable assessment of physical plausibility. No obvious physics violations are detected, yet the scene cannot be interpreted in a meaningful way due to the overall poor quality. Overall, physical consistency is limited but not demonstrably violated.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.3671875,
+ "TA": 1.015625,
+ "MQ": 1.125,
+ "Overall": 3.5
+ }
+ }
+ ],
+ "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- An eerie, high-angle shot with a steady, Dutch angle\n- A mad scientist at the center of chaos in a maximalist laboratory\n- The scientist should have gray/white hair, a contorted face of ecstasy, thick old-fashioned brass goggles on his nose\n- He should wear a white lab coat stained with an unidentified chemical, open to reveal a plaid vest beneath\n- The lab should be cluttered with bizarre instruments, copper wires and cables tangled like vines between humming Tesla coils and blinking control panels\n- On tabletops, multicolored liquids should be boiling violently in beakers and flasks, emitting wisps of colored vapor\n- The scientist should erupt in hysterical laughter, feet clad in scuffed black tap shoes, tapping the stone floor frantically\n- His body should twist violently and uncoordinated to the chaotic rhythm, arms flaring outwards as if conducting an invisible, frantic symphony\n- The scene should be bathed in flickering, cold light from devices, casting a large dancing shadow behind him\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pervasive noise, and pronounced compression artifacts that obscure details. Color bleeding and banding are common, and lighting is inconsistent across shots, producing harsh hotspots and deep shadows. The result is a consistently low-fidelity presentation with limited clarity and poor temporal stability, making it difficult to discern objects or actions. Overall, the video does not meet basic expectations for legibility or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict a mad scientist, his distinctive attire, or the described laboratory setup. Key elements such as the high-angle perspective, the specific props (goggles, lab coat, plaid vest), and the chaotic, kinetic scene are not convincingly realized. The result is a substantial mismatch between the textual description and the visual content, indicating a failure to translate the prompt into a coherent video narrative.\n\nPhysical/Common-sense Consistency:\nThere is some minimal internal coherence in object placement and lighting, but the severe degradation and lack of detail prevent reliable assessment of physical plausibility. No obvious physics violations are detected, yet the scene cannot be interpreted in a meaningful way due to the overall poor quality. Overall, physical consistency is limited but not demonstrably violated.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
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+ "seed": 2546,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_13/index_8464_seed_2546_dp_27_rank_54_sample_3_slot_1.mp4",
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 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. 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 eerie, high-angle shot, a steady, Dutch angle, surveys a mad scientist at the center of the chaos of his maximalist laboratory...\" followed by a detailed description of the scientist's appearance, clothing, laboratory setting, and various visual effects. The prompt remains the same throughout the evaluation.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The circular framing persists but the image is consistently pixelated and low-resolution, with pronounced compression artifacts and color banding. The central figure is barely recognizable due to heavy distortion, and fine details are unrecoverable. The sequence shows little to no motion, giving a static, corrupted impression rather than a coherent video. Overall, the video presents a very poor visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThe video fails to realize most elements of the prompt. The intended high-angle, Dutch-shot perspective is not evident; the framing reads as a circular vignette rather than a true wide-angle view. The mad scientist is not clearly identifiable, and key prompt cues such as the specific clothing, the precise laboratory setup, and the described chaotic dynamics are not convincingly realized. The alignment to the textual prompt is effectively absent (score 1).\n\nPhysical/Common-sense Consistency:\nThe scene lacks plausible physical coherence. The distorted figure and erratic rendering break any sense of natural movement or spatial logic, and the lighting and shadows do not follow consistent rules. The result is a surreal, incoherent depiction that does not support believable physical behavior (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\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": 1.359375,
+ "TA": 1.015625,
+ "MQ": 1.0703125,
+ "Overall": 3.4375
+ }
+ }
+ ],
+ "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 eerie, high-angle shot, a steady, Dutch angle, surveys a mad scientist at the center of the chaos of his maximalist laboratory...\" followed by a detailed description of the scientist's appearance, clothing, laboratory setting, and various visual effects. The prompt remains the same throughout the evaluation.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The circular framing persists but the image is consistently pixelated and low-resolution, with pronounced compression artifacts and color banding. The central figure is barely recognizable due to heavy distortion, and fine details are unrecoverable. The sequence shows little to no motion, giving a static, corrupted impression rather than a coherent video. Overall, the video presents a very poor visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThe video fails to realize most elements of the prompt. The intended high-angle, Dutch-shot perspective is not evident; the framing reads as a circular vignette rather than a true wide-angle view. The mad scientist is not clearly identifiable, and key prompt cues such as the specific clothing, the precise laboratory setup, and the described chaotic dynamics are not convincingly realized. The alignment to the textual prompt is effectively absent (score 1).\n\nPhysical/Common-sense Consistency:\nThe scene lacks plausible physical coherence. The distorted figure and erratic rendering break any sense of natural movement or spatial logic, and the lighting and shadows do not follow consistent rules. The result is a surreal, incoherent depiction that does not support believable physical behavior (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\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-window3/rl_samples/0000884/group_14/index_tensor([4068, 4068])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_14/index_tensor([4068, 4068])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b6507a6d0b771e34aab4c41f17a11a8ca97b43e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_14/index_tensor([4068, 4068])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up tracking shot glides smoothly alongside the face of a focused, athletic East Asian teenage girl as she skis. The camera remains locked on her profile, capturing the intense focus of her dark, almond-shaped eyes, fixed on the unseen path ahead. Her skin is slightly flushed by the cold air, and tiny ice crystals cling to her brows. A sleek, matte-gray helmet clings to her head, and from beneath it, a long, black ponytail whips and sways in the wind, its movement synchronizing with the rhythm of her skiing. The reflective lenses of her frameless goggles shimmer against the soft whites and grays of the surroundings. As she slowly and deliberately carves down the slope, the background fades into a soft-focus blur of powder snow and the faint, dark silhouettes of distant fir trees. The scene is set on a dim, windy winter morning. The flat, diffuse light casts no harsh shadows, and fine snow crystals are visibly blown across the frame by the wind. The overall atmosphere is one of quiet, intense focus, and elegant mastery, conveyed by the cool color palette of white, gray, and deep black hair.",
+ "seed": 15589,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_14/index_4068_seed_15589_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": 1.15625,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.03125,
+ "video_score2_overall": 3.1875,
+ "avg": 3.1953125,
+ "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\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up tracking shot gliding smoothly alongside the face of a focused, athletic East Asian teenage girl\n- She's skiing, with camera locked on her profile\n- Capturing intense focus in her dark, almond-shaped eyes, fixed on unseen path ahead\n- Skin slightly flushed by cold air, tiny ice crystals on brows\n- Sleek, matte-gray helmet on her head\n- Long, black ponytail whipping and swaying in wind, moving with skiing rhythm\n- Reflective lenses of frameless goggles shimmering\n- Soft whites and grays of surroundings\n- Carving down the slope, background fading to soft-focus blur of powder snow\n- Faint, dark silhouettes of distant fir trees\n- Dim, windy winter morning atmosphere\n- Flat, diffuse light casting no harsh shadows\n- Fine snow crystals visibly blown across frame by wind\n- Quiet, intense focus, elegant mastery conveyed by cool color palette\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. There is pervasive noise and heavy compression artifacts, with pronounced color banding and inconsistent exposure. The image is dominated by artifacts and digital noise, and the overall clarity is extremely poor. Transitions between frames appear unstable, contributing to a choppy viewing experience. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThe prompt describes a detailed skiing scene with a young East Asian woman wearing specific gear and performing precise movements. In the frames, these elements are not identifiable due to the heavy distortion. The extreme artifacts obscure identity, equipment details, and motion cues, resulting in essentially no meaningful alignment with the described prompt.\n\nPhysical/Common-sense Consistency:\nBecause the content cannot be discerned, there is no basis to assess physical realism or common-sense coherence. The frames do not provide any credible evidence of plausible skiing dynamics, lighting interactions, or environmental context, so the evaluation of physical consistency is not feasible.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1.03125,
+ "Overall": 3.1875
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up tracking shot gliding smoothly alongside the face of a focused, athletic East Asian teenage girl\n- She's skiing, with camera locked on her profile\n- Capturing intense focus in her dark, almond-shaped eyes, fixed on unseen path ahead\n- Skin slightly flushed by cold air, tiny ice crystals on brows\n- Sleek, matte-gray helmet on her head\n- Long, black ponytail whipping and swaying in wind, moving with skiing rhythm\n- Reflective lenses of frameless goggles shimmering\n- Soft whites and grays of surroundings\n- Carving down the slope, background fading to soft-focus blur of powder snow\n- Faint, dark silhouettes of distant fir trees\n- Dim, windy winter morning atmosphere\n- Flat, diffuse light casting no harsh shadows\n- Fine snow crystals visibly blown across frame by wind\n- Quiet, intense focus, elegant mastery conveyed by cool color palette\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. There is pervasive noise and heavy compression artifacts, with pronounced color banding and inconsistent exposure. The image is dominated by artifacts and digital noise, and the overall clarity is extremely poor. Transitions between frames appear unstable, contributing to a choppy viewing experience. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThe prompt describes a detailed skiing scene with a young East Asian woman wearing specific gear and performing precise movements. In the frames, these elements are not identifiable due to the heavy distortion. The extreme artifacts obscure identity, equipment details, and motion cues, resulting in essentially no meaningful alignment with the described prompt.\n\nPhysical/Common-sense Consistency:\nBecause the content cannot be discerned, there is no basis to assess physical realism or common-sense coherence. The frames do not provide any credible evidence of plausible skiing dynamics, lighting interactions, or environmental context, so the evaluation of physical consistency is not feasible.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 15590,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_14/index_4068_seed_15590_dp_28_rank_56_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 carefully.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up tracking shot glides smoothly alongside the face of a focused, athletic East Asian teenage girl as she skis. The camera remains locked on her profile, capturing the intense focus of her dark, almond-shaped eyes, fixed on the unseen path ahead. Her skin is slightly flushed by the cold air, and tiny ice crystals cling to her brows. A sleek, matte-gray helmet clings to her head, and from beneath it, a long, black ponytail whips and sways in the wind, its movement synchronizing with the rhythm of her skiing. The reflective lenses of her frameless goggles shimmer against the soft whites and grays of the surroundings. As she slowly and deliberately carves down the slope, the background fades into a soft-focus blur of powder snow and the faint, dark silhouettes of distant fir trees. The scene is set on a dim, windy winter morning. The flat, diffuse light casts no harsh shadows, and fine snow crystals are visibly blown across the frame by the wind. The overall atmosphere is one of quiet, intense focus, and elegant mastery, conveyed by the cool color palette of white, gray, and deep black hair\"\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low with pronounced pixelation and heavy compression artifacts that obscure details. Color fidelity is poor, with desaturated tones and a washed-out appearance. There is noticeable noise and grain, and the overall image looks blurry and lacks sharpness. Frame-to-frame stability is limited, with occasional jitter and inconsistent focus. Lighting appears uneven and sometimes artificial, contributing to an overall impression of low-quality rendering rather than a convincing capture.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not clearly show a young East Asian skier wearing a helmet, goggles, or a ponytail, nor do they convey a smooth, dynamic skiing motion. The setting does not convincingly depict a dim, windy winter morning with powder snow and distant fir trees. While some elements (e.g., a close-up framing) may be present, the core narrative and environmental cues described in the prompt are largely absent, resulting in a weak alignment overall.\n\nPhysical Consistency (Common-sense):\nFrom a basic physical standpoint, the scene does not convincingly support a skiing scenario. The absence of visible gear, motion cues, and environmental context makes it difficult to infer plausible skiing activity. The result is a low level of common-sense consistency, with only minimal cues remaining that do not coherently map to the described scenario.\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": 1.2109375,
+ "TA": 1.0078125,
+ "MQ": 1.296875,
+ "Overall": 3.515625
+ }
+ }
+ ],
+ "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 \"An extreme close-up tracking shot glides smoothly alongside the face of a focused, athletic East Asian teenage girl as she skis. The camera remains locked on her profile, capturing the intense focus of her dark, almond-shaped eyes, fixed on the unseen path ahead. Her skin is slightly flushed by the cold air, and tiny ice crystals cling to her brows. A sleek, matte-gray helmet clings to her head, and from beneath it, a long, black ponytail whips and sways in the wind, its movement synchronizing with the rhythm of her skiing. The reflective lenses of her frameless goggles shimmer against the soft whites and grays of the surroundings. As she slowly and deliberately carves down the slope, the background fades into a soft-focus blur of powder snow and the faint, dark silhouettes of distant fir trees. The scene is set on a dim, windy winter morning. The flat, diffuse light casts no harsh shadows, and fine snow crystals are visibly blown across the frame by the wind. The overall atmosphere is one of quiet, intense focus, and elegant mastery, conveyed by the cool color palette of white, gray, and deep black hair\"\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low with pronounced pixelation and heavy compression artifacts that obscure details. Color fidelity is poor, with desaturated tones and a washed-out appearance. There is noticeable noise and grain, and the overall image looks blurry and lacks sharpness. Frame-to-frame stability is limited, with occasional jitter and inconsistent focus. Lighting appears uneven and sometimes artificial, contributing to an overall impression of low-quality rendering rather than a convincing capture.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not clearly show a young East Asian skier wearing a helmet, goggles, or a ponytail, nor do they convey a smooth, dynamic skiing motion. The setting does not convincingly depict a dim, windy winter morning with powder snow and distant fir trees. While some elements (e.g., a close-up framing) may be present, the core narrative and environmental cues described in the prompt are largely absent, resulting in a weak alignment overall.\n\nPhysical Consistency (Common-sense):\nFrom a basic physical standpoint, the scene does not convincingly support a skiing scenario. The absence of visible gear, motion cues, and environmental context makes it difficult to infer plausible skiing activity. The result is a low level of common-sense consistency, with only minimal cues remaining that do not coherently map to the described scenario.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 15591,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_14/index_4068_seed_15591_dp_29_rank_58_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\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up tracking shot gliding smoothly alongside the face of a focused, athletic East Asian teenage girl\n- She's skiing, camera remains on her profile\n- Capturing intense focus in her dark, almond-shaped eyes\n- Skin flushed by cold air, tiny ice crystals on brows\n- Sleek, matte-gray helmet on her head\n- Long, black ponytail moving with wind\n- Reflective lenses of frameless goggles\n- Carving down the slope, soft-focus blur of powder snow\n- Dim, windy winter morning atmosphere\n- Flat, diffuse light, visible snow crystals\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. The resolution is extremely low, with heavy pixelation and pervasive artifacts. There is pronounced noise and color banding, and the image often appears blurred or smeared. The subject’s facial features are indistinct due to distortions, and the overall image quality is inconsistent across frames. Transitions between frames feel unstable, contributing to a choppy viewing experience. Overall, the video is not usable for reliable interpretation.\n\nText-to-Video Alignment Analysis:\nThe prompt describes a detailed skiing scene with a young East Asian girl wearing specific gear and performing precise actions. In the actual frames, there is no clear evidence of the described subject or activity. The content is too degraded to confirm identity, age, equipment, or motion, so alignment with the prompt cannot be established.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, assessing physical realism or common-sense coherence is not feasible. There are no discernible cues to support plausible skiing dynamics, gear interaction, or environmental physics. The sequence does not provide any credible basis for judging consistency with real-world expectations.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "Overall": 3.375
+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up tracking shot gliding smoothly alongside the face of a focused, athletic East Asian teenage girl\n- She's skiing, camera remains on her profile\n- Capturing intense focus in her dark, almond-shaped eyes\n- Skin flushed by cold air, tiny ice crystals on brows\n- Sleek, matte-gray helmet on her head\n- Long, black ponytail moving with wind\n- Reflective lenses of frameless goggles\n- Carving down the slope, soft-focus blur of powder snow\n- Dim, windy winter morning atmosphere\n- Flat, diffuse light, visible snow crystals\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. The resolution is extremely low, with heavy pixelation and pervasive artifacts. There is pronounced noise and color banding, and the image often appears blurred or smeared. The subject’s facial features are indistinct due to distortions, and the overall image quality is inconsistent across frames. Transitions between frames feel unstable, contributing to a choppy viewing experience. Overall, the video is not usable for reliable interpretation.\n\nText-to-Video Alignment Analysis:\nThe prompt describes a detailed skiing scene with a young East Asian girl wearing specific gear and performing precise actions. In the actual frames, there is no clear evidence of the described subject or activity. The content is too degraded to confirm identity, age, equipment, or motion, so alignment with the prompt cannot be established.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, assessing physical realism or common-sense coherence is not feasible. There are no discernible cues to support plausible skiing dynamics, gear interaction, or environmental physics. The sequence does not provide any credible basis for judging consistency with real-world expectations.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up tracking shot glides smoothly alongside the face of a focused, athletic East Asian teenage girl as she skis. The camera remains locked on her profile, capturing the intense focus of her dark, almond-shaped eyes, fixed on the unseen path ahead. Her skin is slightly flushed by the cold air, and tiny ice crystals cling to her brows. A sleek, matte-gray helmet clings to her head, and from beneath it, a long, black ponytail whips and sways in the wind, its movement synchronizing with the rhythm of her skiing. The reflective lenses of her frameless goggles shimmer against the soft whites and grays of the surroundings. As she slowly and deliberately carves down the slope, the background fades into a soft-focus blur of powder snow and the faint, dark silhouettes of distant fir trees. The scene is set on a dim, windy winter morning. The flat, diffuse light casts no harsh shadows, and fine snow crystals are visibly blown across the frame by the wind. The overall atmosphere is one of quiet, intense focus, and elegant mastery, conveyed by the cool color palette of white, gray, and deep black hair.",
+ "seed": 15592,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_14/index_4068_seed_15592_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 1.359375,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.0859375,
+ "video_score2_overall": 3.46875,
+ "avg": 3.4609375,
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+ "question": "An extreme close-up tracking shot glides smoothly alongside the face of a focused, athletic East Asian teenage girl as she skis. The camera remains locked on her profile, capturing the intense focus of her dark, almond-shaped eyes, fixed on the unseen path ahead. Her skin is slightly flushed by the cold air, and tiny ice crystals cling to her brows. A sleek, matte-gray helmet clings to her head, and from beneath it, a long, black ponytail whips and sways in the wind, its movement synchronizing with the rhythm of her skiing. The reflective lenses of her frameless goggles shimmer against the soft whites and grays of the surroundings. As she slowly and deliberately carves down the slope, the background fades into a soft-focus blur of powder snow and the faint, dark silhouettes of distant fir trees. The scene is set on a dim, windy winter morning. The flat, diffuse light casts no harsh shadows, and fine snow crystals are visibly blown across the frame by the wind. The overall atmosphere is one of quiet, intense focus, and elegant mastery, conveyed by the cool color palette of white, gray, and deep black hair.",
+ "token_credit_reward": 3.46875,
+ "selected_reward": 3.46875,
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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 \"An extreme close-up tracking shot glides smoothly alongside the face of a focused, athletic East Asian teenage girl as she skis. The camera remains locked on her profile, capturing the intense focus of her dark, almond-shaped eyes, fixed on the unseen path ahead. Her skin is slightly flushed by the cold air, and tiny ice crystals cling to her brows. A sleek, matte-gray helmet clings to her head, and from beneath it, a long, black ponytail whips and sways in the wind, its movement synchronizing with the rhythm of her skiing. The reflective lenses of her frameless goggles shimmer against the soft whites and grays of the surroundings. As she slowly and deliberately carves down the slope, the background fades into a soft-focus blur of powder snow and the faint, dark silhouettes of distant fir trees. The scene is set on a dim, windy winter morning. The flat, diffuse light casts no harsh shadows, and fine snow crystals are visibly blown across the frame by the wind. The overall atmosphere is one of quiet, intense focus, and elegant mastery, conveyed by the cool color palette of white, gray, and deep black hair\"\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low with pronounced pixelation and heavy compression artifacts that obscure details. Color fidelity is poor, with washed-out tones and noticeable banding. There is pervasive noise and grain, and edges are consistently blurred or smeared. Frame-to-frame stability is lacking, with occasional jitter and abrupt transitions. Overall, the footage does not meet basic standards of clarity or polish, making interpretation difficult.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames show a close-up of a face with a helmet, but there is no evidence of skiing activity, no visible ski equipment, and no snowy environment. The setting appears indoor or artificial, and the lighting and color palette do not reflect a winter-morning scene. The described dynamic elements (movement, wind effects, snow, and outdoor context) are absent, resulting in essentially no alignment with the original prompt.\n\nPhysical Consistency (Common-sense):\nFrom a basic physical standpoint, the scene remains plausible: a person wearing a helmet indoors or in a controlled environment is feasible, and there are no obvious violations of anatomy or physics within the limited frames. However, the lack of environmental cues and motion cues reduces coherence with the intended skiing scenario, yielding only modest common-sense consistency.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.359375,
+ "TA": 1.015625,
+ "MQ": 1.0859375,
+ "Overall": 3.46875
+ }
+ }
+ ],
+ "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 \"An extreme close-up tracking shot glides smoothly alongside the face of a focused, athletic East Asian teenage girl as she skis. The camera remains locked on her profile, capturing the intense focus of her dark, almond-shaped eyes, fixed on the unseen path ahead. Her skin is slightly flushed by the cold air, and tiny ice crystals cling to her brows. A sleek, matte-gray helmet clings to her head, and from beneath it, a long, black ponytail whips and sways in the wind, its movement synchronizing with the rhythm of her skiing. The reflective lenses of her frameless goggles shimmer against the soft whites and grays of the surroundings. As she slowly and deliberately carves down the slope, the background fades into a soft-focus blur of powder snow and the faint, dark silhouettes of distant fir trees. The scene is set on a dim, windy winter morning. The flat, diffuse light casts no harsh shadows, and fine snow crystals are visibly blown across the frame by the wind. The overall atmosphere is one of quiet, intense focus, and elegant mastery, conveyed by the cool color palette of white, gray, and deep black hair\"\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low with pronounced pixelation and heavy compression artifacts that obscure details. Color fidelity is poor, with washed-out tones and noticeable banding. There is pervasive noise and grain, and edges are consistently blurred or smeared. Frame-to-frame stability is lacking, with occasional jitter and abrupt transitions. Overall, the footage does not meet basic standards of clarity or polish, making interpretation difficult.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames show a close-up of a face with a helmet, but there is no evidence of skiing activity, no visible ski equipment, and no snowy environment. The setting appears indoor or artificial, and the lighting and color palette do not reflect a winter-morning scene. The described dynamic elements (movement, wind effects, snow, and outdoor context) are absent, resulting in essentially no alignment with the original prompt.\n\nPhysical Consistency (Common-sense):\nFrom a basic physical standpoint, the scene remains plausible: a person wearing a helmet indoors or in a controlled environment is feasible, and there are no obvious violations of anatomy or physics within the limited frames. However, the lack of environmental cues and motion cues reduces coherence with the intended skiing scenario, yielding only modest common-sense consistency.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_15/index_tensor([9309, 9309])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_15/index_tensor([9309, 9309])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a62440ae996590541d650c370d9d1a74956e9aef
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_15/index_tensor([9309, 9309])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 29932,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_15/index_9309_seed_29932_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": 1.046875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.078125,
+ "avg": 3.0703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit.",
+ "token_credit_reward": 3.078125,
+ "selected_reward": 3.078125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation that makes the content effectively unreadable. There is pervasive digital noise and heavy compression artifacts, with severe pixelation and color distortion. The imagery is dominated by a grid-like pattern and abstract color blocks, rendering any recognizable subject impossible. Overall, the video presents a near-complete loss of clarity and detail, resulting in a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nBecause the visuals are so degraded, there is no reliable correspondence between the described ant-battle scenario and what is visible. The prompt’s elements (two ants, ultra-high-speed macro, dramatic lighting, compound eyes, mandibles, collision, sandy ground, etc.) cannot be confirmed in the frames. The alignment is effectively non-existent, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe extreme abstraction prevents any meaningful assessment of physical plausibility or common-sense behavior. No coherent interactions or dynamics can be inferred from the frames, so the Physical/Common-sense Consistency score is 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\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": 1.046875,
+ "TA": 1.0078125,
+ "MQ": 1.015625,
+ "Overall": 3.078125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation that makes the content effectively unreadable. There is pervasive digital noise and heavy compression artifacts, with severe pixelation and color distortion. The imagery is dominated by a grid-like pattern and abstract color blocks, rendering any recognizable subject impossible. Overall, the video presents a near-complete loss of clarity and detail, resulting in a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nBecause the visuals are so degraded, there is no reliable correspondence between the described ant-battle scenario and what is visible. The prompt’s elements (two ants, ultra-high-speed macro, dramatic lighting, compound eyes, mandibles, collision, sandy ground, etc.) cannot be confirmed in the frames. The alignment is effectively non-existent, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe extreme abstraction prevents any meaningful assessment of physical plausibility or common-sense behavior. No coherent interactions or dynamics can be inferred from the frames, so the Physical/Common-sense Consistency score is 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 29933,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_15/index_9309_seed_29933_dp_30_rank_60_sample_1_slot_1.mp4",
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.0703125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.09375,
+ "avg": 3.09375,
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+ "token_credit_reward": 3.09375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show extreme degradation that makes the content effectively unreadable. The resolution is very low, with heavy blur, pronounced compression artifacts, and color bleeding. Details are indistinct, lighting is inconsistent, and there is noticeable noise and grain throughout. Overall, the video presents a severely compromised image quality that obscures any meaningful visual information.\n\nText-to-Video Alignment Analysis:\nBecause the visuals are so degraded, the alignment with the described prompt cannot be established. The frames do not clearly depict the specified elements (two ants, ultra-high-speed macro, first-person perspective, or a detailed depiction of anatomy or combat). The content appears unrelated to the requested scenario, indicating a complete mismatch between the prompt and the actual video content.\n\nPhysical Consistency (Common-sense):\nGiven the lack of discernible detail, assessing physical realism or common-sense plausibility is not feasible. There is no reliable evidence of consistent physics or plausible interactions within the scene, and the overall coherence is effectively absent due to the severe visual degradation.\n\nOverall assessment:\nThe video exhibits critical failures across all three dimensions, with no recoverable alignment to the prompt or any credible physical depiction.\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": 1.0703125,
+ "TA": 1.0078125,
+ "MQ": 1.015625,
+ "Overall": 3.09375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show extreme degradation that makes the content effectively unreadable. The resolution is very low, with heavy blur, pronounced compression artifacts, and color bleeding. Details are indistinct, lighting is inconsistent, and there is noticeable noise and grain throughout. Overall, the video presents a severely compromised image quality that obscures any meaningful visual information.\n\nText-to-Video Alignment Analysis:\nBecause the visuals are so degraded, the alignment with the described prompt cannot be established. The frames do not clearly depict the specified elements (two ants, ultra-high-speed macro, first-person perspective, or a detailed depiction of anatomy or combat). The content appears unrelated to the requested scenario, indicating a complete mismatch between the prompt and the actual video content.\n\nPhysical Consistency (Common-sense):\nGiven the lack of discernible detail, assessing physical realism or common-sense plausibility is not feasible. There is no reliable evidence of consistent physics or plausible interactions within the scene, and the overall coherence is effectively absent due to the severe visual degradation.\n\nOverall assessment:\nThe video exhibits critical failures across all three dimensions, with no recoverable alignment to the prompt or any credible physical depiction.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit.",
+ "seed": 29934,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_15/index_9309_seed_29934_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.09375,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.109375,
+ "avg": 3.1171875,
+ "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. The text prompt describes:\n\n\"From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit\"\n\nNow let me examine the frames:\n\nLooking at the frames, I can see what appears to be heavily distorted, pixelated, and corrupted imagery. The frames show:\n- Severe visual artifacts and corruption throughout all frames\n- Heavy digital noise and distortion making it impossible to discern clear details\n- What appears to be some kind of repetitive pattern or waveform-like distortions\n- Extremely poor clarity with everything appearing pixelated and corrupted\n- No clear objects, ants, or any recognizable elements are visible\n- The imagery is completely unintelligible due to severe technical issues\n\nLet me evaluate each dimension:\n\nVisual Quality:\nThe visual quality is severely degraded across the entire video. The frames exhibit extreme corruption, heavy digital noise, and pervasive artifacts that render the content effectively unreadable. There is no discernible subject or scene structure, and the overall presentation is dominated by noise rather than meaningful visuals. This results in a score of 1 for Visual Quality.\n\nText-to-Video Alignment:\nThe prompt describes a detailed, high-fidelity depiction of an ant-battle scene with specific visual cues (ant anatomy, lighting, motion, and interaction). The actual video frames do not contain any recognizable elements from the prompt; there are no ants, no battle action, and no coherent visual narrative. The alignment between the textual description and the visual content is essentially non-existent, warranting a score of 1 for Text-to-Video Alignment.\n\nPhysical Consistency:\nDue to the complete lack of identifiable objects or scenes, there is no basis to assess physical realism or common-sense coherence. The frames do not convey any plausible physical interactions or dynamics, resulting in a score of 1 for Physical Consistency.\n\nground-truth of Dim-1: 'Visual Quality':\n1\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):\n1\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": 1.09375,
+ "TA": 1.0078125,
+ "MQ": 1.015625,
+ "Overall": 3.109375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit\"\n\nNow let me examine the frames:\n\nLooking at the frames, I can see what appears to be heavily distorted, pixelated, and corrupted imagery. The frames show:\n- Severe visual artifacts and corruption throughout all frames\n- Heavy digital noise and distortion making it impossible to discern clear details\n- What appears to be some kind of repetitive pattern or waveform-like distortions\n- Extremely poor clarity with everything appearing pixelated and corrupted\n- No clear objects, ants, or any recognizable elements are visible\n- The imagery is completely unintelligible due to severe technical issues\n\nLet me evaluate each dimension:\n\nVisual Quality:\nThe visual quality is severely degraded across the entire video. The frames exhibit extreme corruption, heavy digital noise, and pervasive artifacts that render the content effectively unreadable. There is no discernible subject or scene structure, and the overall presentation is dominated by noise rather than meaningful visuals. This results in a score of 1 for Visual Quality.\n\nText-to-Video Alignment:\nThe prompt describes a detailed, high-fidelity depiction of an ant-battle scene with specific visual cues (ant anatomy, lighting, motion, and interaction). The actual video frames do not contain any recognizable elements from the prompt; there are no ants, no battle action, and no coherent visual narrative. The alignment between the textual description and the visual content is essentially non-existent, warranting a score of 1 for Text-to-Video Alignment.\n\nPhysical Consistency:\nDue to the complete lack of identifiable objects or scenes, there is no basis to assess physical realism or common-sense coherence. The frames do not convey any plausible physical interactions or dynamics, resulting in a score of 1 for Physical Consistency.\n\nground-truth of Dim-1: 'Visual Quality':\n1\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):\n1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 29935,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_15/index_9309_seed_29935_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.046875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0078125,
+ "video_score2_overall": 3.0625,
+ "avg": 3.0625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit.",
+ "token_credit_reward": 3.0625,
+ "selected_reward": 3.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit.\"\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The footage exhibits extreme blur, heavy compression artifacts, and pronounced color banding that obscure details. The resolution is insufficient to resolve basic shapes or textures, and there is noticeable instability between frames. Overall, the video presents a near unusable level of visual clarity, consistent with a very low Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the prompt. The frames do not clearly depict two ants in a first-person confrontation; instead they show abstract, indistinct forms with no identifiable ant anatomy or interaction. The requested elements—ultra-high-speed macro, a visible metallic exoskeleton, compound eyes, mandibles, collision dynamics, and a sandy ground—are not discernible. The result is a complete mismatch between the detailed prompt and the produced visuals, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe imagery lacks any plausible biological structure or physical coherence. The shapes are highly distorted and do not reflect real ant morphology or movement, and there is no coherent depiction of interaction or environment. This yields a profound breakdown in common-sense and physical consistency, aligning with a Physical Consistency score of 1.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1
+ },
+ "soft_scores": {
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+ }
+ }
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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 \"From the first-person perspective of a swift, flat-headed ant, this film, shot in ultra-high-speed macro, sports documentary style, captures a primal and intense struggle in stunning slow motion. Directly ahead, the massive bulk of another ant dominates the frame, its metallic, deep black chitinous exoskeleton gleaming with sharp highlights in the glaring sunlight. Its massive compound eyes resemble intricate gemstones, while its formidable, serrated mandibles open, poised to deliver a fatal blow. With a fierce and decisive collision, the two ants collide violently, the camera trembling violently, a sense of immense power erupting in an instant. The high-speed camera captures the countless grains of sand sent flying by their feet, each one captured in crystal-clear, still images, as if frozen in time, creating a still painting of explosive power. In this desperate fight, the opponent's limbs were frantically scratching the rough sandy ground, and his body was twisting desperately, trying to gain even the slightest advantage. The whole scene was full of primitive and cruel vitality under the strong contrast of light and shadow, perfectly interpreting the indomitable and amazing fighting spirit.\"\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The footage exhibits extreme blur, heavy compression artifacts, and pronounced color banding that obscure details. The resolution is insufficient to resolve basic shapes or textures, and there is noticeable instability between frames. Overall, the video presents a near unusable level of visual clarity, consistent with a very low Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the prompt. The frames do not clearly depict two ants in a first-person confrontation; instead they show abstract, indistinct forms with no identifiable ant anatomy or interaction. The requested elements—ultra-high-speed macro, a visible metallic exoskeleton, compound eyes, mandibles, collision dynamics, and a sandy ground—are not discernible. The result is a complete mismatch between the detailed prompt and the produced visuals, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe imagery lacks any plausible biological structure or physical coherence. The shapes are highly distorted and do not reflect real ant morphology or movement, and there is no coherent depiction of interaction or environment. This yields a profound breakdown in common-sense and physical consistency, aligning with a Physical Consistency score of 1.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\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-window3/rl_samples/0000884/group_3/index_tensor([1777, 1777])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_3/index_tensor([1777, 1777])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5811739761c9d8b7fc2e2d5f908a1c3db0fcfcf3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_3/index_tensor([1777, 1777])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 19103,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_3/index_1777_seed_19103_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "avg": 3.28125,
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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 dynamic, low-angle tracking shot following a diverse group of young friends\n- They're gliding smoothly along wide asphalt in a city park\n- Capturing the energetic, playful pursuit\n- Camera intertwines with them, focusing on a young woman with long, vibrant pink and blue braids\n- She's wearing a simple white crop top and light-colored denim shorts\n- She glances back with a smile\n- High-top roller skates are dazzling pale yellow with polished surfaces\n- Young man with brown curly hair and bright smile reaching out to tag her\n- He wears forest green T-shirt and dark teal skates with bright orange wheels\n- Friends move swiftly and gracefully, veering from side to side\n- Fluid and confident movements\n- Bright, warm sunlight of midday\n- Sharp, dancing highlights on smooth surfaces\n- Lush, panoramic view of manicured green lawns and tall, leafy trees\n- Cloudless, deep blue sky\n- Vibrant colors and pure, carefree youth\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and color bleeding that obscure details. The image is consistently blurry with little fine texture, and there is noticeable frame-to-frame instability. Overall, the video presents a very poor visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The prompt describes a dynamic, multi-person skateboarding scene with specific outfits and interactions, but the footage centers on a single figure in a static pose with no evident motion or social interaction. The environment and lighting do not convincingly match the described setting, resulting in essentially no alignment (score 1).\n\nPhysical/Common-sense Consistency:\nThe visible elements appear physically plausible at a basic level, with no obvious violations of physics or anatomy. However, due to the lack of motion cues and contextual details, the scene cannot be reliably interpreted as the described activity. Overall, physical consistency is limited (score 2).\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.2109375,
+ "TA": 1.0078125,
+ "MQ": 1.0625,
+ "Overall": 3.28125
+ }
+ }
+ ],
+ "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 dynamic, low-angle tracking shot following a diverse group of young friends\n- They're gliding smoothly along wide asphalt in a city park\n- Capturing the energetic, playful pursuit\n- Camera intertwines with them, focusing on a young woman with long, vibrant pink and blue braids\n- She's wearing a simple white crop top and light-colored denim shorts\n- She glances back with a smile\n- High-top roller skates are dazzling pale yellow with polished surfaces\n- Young man with brown curly hair and bright smile reaching out to tag her\n- He wears forest green T-shirt and dark teal skates with bright orange wheels\n- Friends move swiftly and gracefully, veering from side to side\n- Fluid and confident movements\n- Bright, warm sunlight of midday\n- Sharp, dancing highlights on smooth surfaces\n- Lush, panoramic view of manicured green lawns and tall, leafy trees\n- Cloudless, deep blue sky\n- Vibrant colors and pure, carefree youth\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and color bleeding that obscure details. The image is consistently blurry with little fine texture, and there is noticeable frame-to-frame instability. Overall, the video presents a very poor visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The prompt describes a dynamic, multi-person skateboarding scene with specific outfits and interactions, but the footage centers on a single figure in a static pose with no evident motion or social interaction. The environment and lighting do not convincingly match the described setting, resulting in essentially no alignment (score 1).\n\nPhysical/Common-sense Consistency:\nThe visible elements appear physically plausible at a basic level, with no obvious violations of physics or anatomy. However, due to the lack of motion cues and contextual details, the scene cannot be reliably interpreted as the described activity. Overall, physical consistency is limited (score 2).\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 19104,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_3/index_1777_seed_19104_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": 1.3359375,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.359375,
+ "avg": 3.3515625,
+ "reward_records": [
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+ "question": "dynamic, low-angle tracking shot follows a diverse group of young friends as they glide smoothly along the wide asphalt of a city park, capturing the exhilarating energy of their playful pursuit. The camera intertwines with them, leaving a young woman with long, vibrant pink and blue braids in the center of the frame. Dressed in a simple white crop top and light-colored denim shorts, she glances back with a smile. Her high-top roller skates are a dazzling pale yellow, their polished surface gleaming. Just behind her, a young man with brown curly hair and a bright, infectious smile playfully reaches out, trying to tag her. He's wearing a forest green T-shirt, and his skates are dark teal with bright orange wheels, spinning in a blur. They and their friends swiftly and gracefully veer from side to side, their movements fluid and confident. The entire scene is bathed in the bright, warm sunlight of midday, creating sharp, dancing highlights that flicker off the smooth surfaces of metal trucks and colorful skates. The backdrop is a lush, panoramic view of manicured green lawns and tall, leafy trees, set against a cloudless, deep blue sky. The overall atmosphere is filled with vibrant colors and exudes a pure, carefree, youthful joy.",
+ "token_credit_reward": 3.359375,
+ "selected_reward": 3.359375,
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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 dynamic, low-angle tracking shot following a diverse group of young friends\n- They're gliding smoothly along wide asphalt in a city park\n- Capturing the energetic, playful pursuit\n- Camera intertwines with them, focusing on a young woman with long, vibrant pink and blue braids\n- She's wearing a white crop top and light-colored denim shorts\n- She glances back with a smile\n- High-top roller skates that are dazzling pale yellow with polished surfaces\n- A young man with brown curly hair in a forest green T-shirt\n- He has dark teal skates with bright orange wheels, spinning in a blur\n- Friends swiftly and gracefully veer from side to side\n- Movements are fluid and confident\n- Scene bathed in bright, warm sunlight of midday\n- Sharp, dancing highlights on smooth surfaces of metal trucks and colorful skates\n- Lush, panoramic view of manicured green lawns and tall, leafy trees\n- Cloudless, deep blue sky\n- Vibrant colors and exudes pure, carefree, youthful joy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and color banding across the image. Details are largely indiscernible, and the overall image quality is far below acceptable standards. The sequence appears static rather than dynamic, with little to no motion cues, making it impossible to assess motion fidelity or tracking behavior. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the actual video content. The prompt describes a lively, sunlit scene with multiple young friends skateboarding in a city park, but the frames depict an indoor or artificial setting with decorative elements and no evidence of skateboarding activity, participants, or the described outfits. The lighting, environment, and subject matter do not align with the requested scenario, indicating a total failure in text-to-video alignment.\n\nPhysical/Common-sense Consistency:\nGiven the absence of any plausible skateboarding action or coherent narrative, there is no basis to evaluate physical realism or common-sense consistency. The content does not reflect the described dynamic outdoor scene, resulting in a fundamental inconsistency with the expected real-world behavior and context.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- A dynamic, low-angle tracking shot following a diverse group of young friends\n- They're gliding smoothly along wide asphalt in a city park\n- Capturing the energetic, playful pursuit\n- Camera intertwines with them, focusing on a young woman with long, vibrant pink and blue braids\n- She's wearing a white crop top and light-colored denim shorts\n- She glances back with a smile\n- High-top roller skates that are dazzling pale yellow with polished surfaces\n- A young man with brown curly hair in a forest green T-shirt\n- He has dark teal skates with bright orange wheels, spinning in a blur\n- Friends swiftly and gracefully veer from side to side\n- Movements are fluid and confident\n- Scene bathed in bright, warm sunlight of midday\n- Sharp, dancing highlights on smooth surfaces of metal trucks and colorful skates\n- Lush, panoramic view of manicured green lawns and tall, leafy trees\n- Cloudless, deep blue sky\n- Vibrant colors and exudes pure, carefree, youthful joy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and color banding across the image. Details are largely indiscernible, and the overall image quality is far below acceptable standards. The sequence appears static rather than dynamic, with little to no motion cues, making it impossible to assess motion fidelity or tracking behavior. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the actual video content. The prompt describes a lively, sunlit scene with multiple young friends skateboarding in a city park, but the frames depict an indoor or artificial setting with decorative elements and no evidence of skateboarding activity, participants, or the described outfits. The lighting, environment, and subject matter do not align with the requested scenario, indicating a total failure in text-to-video alignment.\n\nPhysical/Common-sense Consistency:\nGiven the absence of any plausible skateboarding action or coherent narrative, there is no basis to evaluate physical realism or common-sense consistency. The content does not reflect the described dynamic outdoor scene, resulting in a fundamental inconsistency with the expected real-world behavior and context.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 19105,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_3/index_1777_seed_19105_dp_7_rank_14_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\nFirst, let me understand what the text prompt is asking for:\n- A dynamic, low-angle tracking shot following a diverse group of young friends\n- They're gliding smoothly along a wide asphalt of a city park\n- Capturing the exhilarating energy of their playful pursuit\n- Camera intertwines with them, focusing on a young woman with long, vibrant pink and blue braids in center frame\n- She's dressed in simple white crop top and light-colored denim shorts\n- She glances back with a smile\n- High-top roller skates are dazzling pale yellow, polished surface gleaming\n- Young man with brown curly hair and bright, infectious smile playfully reaching out\n- He wears forest green T-shirt, dark teal skates with bright orange wheels\n- Friends swiftly and gracefully veer from side to side\n- Movements fluid and confident\n- Scene bathed in bright, warm sunlight of midday\n- Sharp, dancing highlights flickering off smooth surfaces of metal trucks and colorful skates\n- Lush, panoramic view of manicured green lawns and tall, leafy trees\n- Cloudless, deep blue sky\n- Vibrant colors and exudes pure, carefree, youthful joy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and color bleeding that obscure details. The image is consistently blurry with little sharpness, and there is noticeable instability across frames. Overall, the visual quality is very poor (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not depict the described scene of young friends skateboarding in a city park; instead they resemble abstract or glitched imagery with no recognizable subjects or actions. The content fails to reflect the specified characters, outfits, equipment, lighting, or setting, resulting in a complete mismatch (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the lack of coherent subject matter, there is no basis to assess plausible physical interactions or common-sense behavior. The frames do not present any meaningful physical dynamics, so the evaluation of physical consistency is not applicable (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ },
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+ "MQ": 1.0078125,
+ "Overall": 3.21875
+ }
+ }
+ ],
+ "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 dynamic, low-angle tracking shot following a diverse group of young friends\n- They're gliding smoothly along a wide asphalt of a city park\n- Capturing the exhilarating energy of their playful pursuit\n- Camera intertwines with them, focusing on a young woman with long, vibrant pink and blue braids in center frame\n- She's dressed in simple white crop top and light-colored denim shorts\n- She glances back with a smile\n- High-top roller skates are dazzling pale yellow, polished surface gleaming\n- Young man with brown curly hair and bright, infectious smile playfully reaching out\n- He wears forest green T-shirt, dark teal skates with bright orange wheels\n- Friends swiftly and gracefully veer from side to side\n- Movements fluid and confident\n- Scene bathed in bright, warm sunlight of midday\n- Sharp, dancing highlights flickering off smooth surfaces of metal trucks and colorful skates\n- Lush, panoramic view of manicured green lawns and tall, leafy trees\n- Cloudless, deep blue sky\n- Vibrant colors and exudes pure, carefree, youthful joy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and color bleeding that obscure details. The image is consistently blurry with little sharpness, and there is noticeable instability across frames. Overall, the visual quality is very poor (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not depict the described scene of young friends skateboarding in a city park; instead they resemble abstract or glitched imagery with no recognizable subjects or actions. The content fails to reflect the specified characters, outfits, equipment, lighting, or setting, resulting in a complete mismatch (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the lack of coherent subject matter, there is no basis to assess plausible physical interactions or common-sense behavior. The frames do not present any meaningful physical dynamics, so the evaluation of physical consistency is not applicable (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 19106,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_3/index_1777_seed_19106_dp_7_rank_14_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\nFirst, let me understand what the text prompt is asking for:\n- A dynamic, low-angle tracking shot following a diverse group of young friends\n- They're gliding smoothly along wide asphalt in a city park\n- Capturing the exhilarating energy of their playful pursuit\n- Camera intertwines with them, focusing on a young woman with long, vibrant pink and blue braids\n- She's in the center of the frame, wearing white crop top and light-colored denim shorts\n- She glances back with a smile, wearing high-top roller skates (dazzling pale yellow, polished surface)\n- Behind her, a young man with brown curly hair reaching out to tag her\n- He wears forest green T-shirt and dark teal skates with bright orange wheels\n- Friends move swiftly and gracefully, their movements fluid and confident\n- Scene bathed in bright, warm sunlight of midday\n- Sharp, dancing highlights on smooth surfaces of metal trucks and colorful skates\n- Lush, panoramic view of manicured green lawns and tall, leafy trees\n- Cloudless, deep blue sky\n- Vibrant colors and pure, carefree, youthful joy\n\nNow let me examine the actual video frames:\n\nVisual Quality Analysis:\nThe video exhibits extremely poor visual quality across all frames. Severe pixelation, heavy compression artifacts, and pervasive color banding dominate the image. Details are indistinct, edges are smeared, and there is noticeable noise and aliasing. The footage lacks clarity and polish, making it impossible to discern objects or actions reliably. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the actual video content. The frames depict a carnival or amusement-park setting with rides rather than a city park scene with friends skateboarding. No young woman with braids, no group of friends, no skating action, and no urban environment are visible. The content does not reflect the described scenario, indicating a total failure in alignment.\n\nPhysical/Common-sense Consistency:\nGiven the absence of the requested scenario, there is no coherent physical narrative to evaluate. The frames do not support plausible interactions or dynamics consistent with the prompt, resulting in a severe inconsistency with common-sense expectations.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\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": 1.28125,
+ "TA": 1.0078125,
+ "MQ": 1.0546875,
+ "Overall": 3.34375
+ }
+ }
+ ],
+ "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 dynamic, low-angle tracking shot following a diverse group of young friends\n- They're gliding smoothly along wide asphalt in a city park\n- Capturing the exhilarating energy of their playful pursuit\n- Camera intertwines with them, focusing on a young woman with long, vibrant pink and blue braids\n- She's in the center of the frame, wearing white crop top and light-colored denim shorts\n- She glances back with a smile, wearing high-top roller skates (dazzling pale yellow, polished surface)\n- Behind her, a young man with brown curly hair reaching out to tag her\n- He wears forest green T-shirt and dark teal skates with bright orange wheels\n- Friends move swiftly and gracefully, their movements fluid and confident\n- Scene bathed in bright, warm sunlight of midday\n- Sharp, dancing highlights on smooth surfaces of metal trucks and colorful skates\n- Lush, panoramic view of manicured green lawns and tall, leafy trees\n- Cloudless, deep blue sky\n- Vibrant colors and pure, carefree, youthful joy\n\nNow let me examine the actual video frames:\n\nVisual Quality Analysis:\nThe video exhibits extremely poor visual quality across all frames. Severe pixelation, heavy compression artifacts, and pervasive color banding dominate the image. Details are indistinct, edges are smeared, and there is noticeable noise and aliasing. The footage lacks clarity and polish, making it impossible to discern objects or actions reliably. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the actual video content. The frames depict a carnival or amusement-park setting with rides rather than a city park scene with friends skateboarding. No young woman with braids, no group of friends, no skating action, and no urban environment are visible. The content does not reflect the described scenario, indicating a total failure in alignment.\n\nPhysical/Common-sense Consistency:\nGiven the absence of the requested scenario, there is no coherent physical narrative to evaluate. The frames do not support plausible interactions or dynamics consistent with the prompt, resulting in a severe inconsistency with common-sense expectations.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\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-window3/rl_samples/0000884/group_4/index_tensor([9161, 9161])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_4/index_tensor([9161, 9161])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5785e7aca924496e2a49d3daf734788958570e3a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_4/index_tensor([9161, 9161])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 19754,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_4/index_9161_seed_19754_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
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+ "video_score2_vq": 1.1328125,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.0625,
+ "video_score2_overall": 3.21875,
+ "avg": 3.2109375,
+ "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 dramatic low-angle wide shot featuring a massive four-legged walker named the Colossus, rendered in a distinctive high-definition style reminiscent of Hokusai's ukiyo-e. It envisions the Colossus being hurled into the air, with bold black outlines, flat vibrant colors, and dynamic action set against a turbulent sky and chaotic battlefield, blending futuristic warfare with classical Japanese art.\n\nVisual Quality Assessment:\nAcross the frames, the video exhibits extremely poor visual quality. The resolution is very low, with heavy pixelation and pervasive artifacts that obscure details. The imagery is consistently blurry and distorted, with pronounced compression noise and color bleeding. Frame-to-frame stability is poor, and there is noticeable flicker and instability. Overall, the footage is barely interpretable and fails to convey clear content or motion.\n\nText-to-Video Alignment Assessment:\nThere is essentially no meaningful alignment with the prompt. The frames do not clearly depict a four-legged Colossus, nor a dramatic low-angle wide shot, nor the intended high-definition artistic style. The content appears as generic, low-quality digital noise rather than the described scene, resulting in a complete mismatch between the prompt and the video.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, assessing physical plausibility or common-sense coherence is not feasible. The frames do not present coherent objects or actions, and any implied physics are indiscernible. The overall lack of interpretable content prevents any credible evaluation of physical 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": {
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+ "soft_scores": {
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+ "MQ": 1.0625,
+ "Overall": 3.21875
+ }
+ }
+ ],
+ "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 dramatic low-angle wide shot featuring a massive four-legged walker named the Colossus, rendered in a distinctive high-definition style reminiscent of Hokusai's ukiyo-e. It envisions the Colossus being hurled into the air, with bold black outlines, flat vibrant colors, and dynamic action set against a turbulent sky and chaotic battlefield, blending futuristic warfare with classical Japanese art.\n\nVisual Quality Assessment:\nAcross the frames, the video exhibits extremely poor visual quality. The resolution is very low, with heavy pixelation and pervasive artifacts that obscure details. The imagery is consistently blurry and distorted, with pronounced compression noise and color bleeding. Frame-to-frame stability is poor, and there is noticeable flicker and instability. Overall, the footage is barely interpretable and fails to convey clear content or motion.\n\nText-to-Video Alignment Assessment:\nThere is essentially no meaningful alignment with the prompt. The frames do not clearly depict a four-legged Colossus, nor a dramatic low-angle wide shot, nor the intended high-definition artistic style. The content appears as generic, low-quality digital noise rather than the described scene, resulting in a complete mismatch between the prompt and the video.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, assessing physical plausibility or common-sense coherence is not feasible. The frames do not present coherent objects or actions, and any implied physics are indiscernible. The overall lack of interpretable content prevents any credible evaluation of physical consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "dramatic low-angle wide shot captures the epic conflict, the camera rapidly panning and tilting upward to follow the violent trajectory of a massive, four-legged walker, the Colossus, as it is hurled uncontrollably into the air. The entire visual is rendered in the distinctive high-definition style of Hokusai's ukiyo-e, defined by bold black outlines and flat, vibrant color planes. The Colossus itself, a hulking automaton crafted from dark, weathered metal, slowly tumbles sideways, high and tossed, against a turbulent sky swirling with azure and ochre clouds. Its four powerful legs are drawn in, and as it soars, stylized waves of kinetic energy, similar to the iconic cresting waves of woodblock prints, ripple around its form. The chaotic battlefield below is a vortex of activity, with jagged mountains framing the scene and fiery explosions blooming like giant chrysanthemums, casting a stark, high-contrast glow. This powerful action, combined with traditional aesthetics, creates a vibrant and breathtaking atmosphere, blending futuristic warfare with classical Japanese art.",
+ "seed": 19755,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_4/index_9161_seed_19755_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.078125,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.296875,
+ "video_score2_overall": 3.390625,
+ "avg": 3.390625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic low-angle wide shot captures the epic conflict, the camera rapidly panning and tilting upward to follow the violent trajectory of a massive, four-legged walker, the Colossus, as it is hurled uncontrollably into the air. The entire visual is rendered in the distinctive high-definition style of Hokusai's ukiyo-e, defined by bold black outlines and flat, vibrant color planes. The Colossus itself, a hulking automaton crafted from dark, weathered metal, slowly tumbles sideways, high and tossed, against a turbulent sky swirling with azure and ochre clouds. Its four powerful legs are drawn in, and as it soars, stylized waves of kinetic energy, similar to the iconic cresting waves of woodblock prints, ripple around its form. The chaotic battlefield below is a vortex of activity, with jagged mountains framing the scene and fiery explosions blooming like giant chrysanthemums, casting a stark, high-contrast glow. This powerful action, combined with traditional aesthetics, creates a vibrant and breathtaking atmosphere, blending futuristic warfare with classical Japanese art.",
+ "token_credit_reward": 3.390625,
+ "selected_reward": 3.390625,
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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 dramatic low-angle wide shot featuring a massive four-legged walker named the Colossus, rendered in a distinctive high-definition style reminiscent of Hokusai's ukiyo-e. The Colossus is depicted as a hulking, weathered metal construct with four powerful legs, moving through a turbulent sky with kinetic energy and a chaotic battlefield below, framed by jagged mountains and fiery explosions, all rendered with bold outlines and flat colors.\n\nVisual Quality Assessment:\nAcross the frames, the video exhibits extremely poor visual quality. The resolution is very low, with heavy pixelation and pervasive artifacts that obscure details. The imagery is consistently blurry and lacks sharp definition, and there are pronounced distortions and color bleeding that degrade clarity. Frame-to-frame stability is poor, with noticeable warping and instability that persist throughout the sequence. Overall, the visual quality is severely degraded, making it difficult to discern key elements or actions.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. A large mechanical figure and some atmospheric cues (sky, mountains, explosions) appear, but the severe degradation obscures many specifics. The distinctive Hokusai-inspired aesthetic and the precise choreography described in the prompt are not clearly realized due to the quality issues. The core concept is present at a basic level, but the execution does not convincingly capture the intended artistic vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains a basic sense of physical plausibility: the Colossus appears grounded and interacts with the environment in a way that suggests gravity and collision. However, the extreme distortion and lack of detail prevent a thorough assessment of finer physical interactions. No obvious physics violations are detected, but the overall coherence is limited by the visual degradation.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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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. 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 dramatic low-angle wide shot featuring a massive four-legged walker named the Colossus, rendered in a distinctive high-definition style reminiscent of Hokusai's ukiyo-e. The Colossus is depicted as a hulking, weathered metal construct with four powerful legs, moving through a turbulent sky with kinetic energy and a chaotic battlefield below, framed by jagged mountains and fiery explosions, all rendered with bold outlines and flat colors.\n\nVisual Quality Assessment:\nAcross the frames, the video exhibits extremely poor visual quality. The resolution is very low, with heavy pixelation and pervasive artifacts that obscure details. The imagery is consistently blurry and lacks sharp definition, and there are pronounced distortions and color bleeding that degrade clarity. Frame-to-frame stability is poor, with noticeable warping and instability that persist throughout the sequence. Overall, the visual quality is severely degraded, making it difficult to discern key elements or actions.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. A large mechanical figure and some atmospheric cues (sky, mountains, explosions) appear, but the severe degradation obscures many specifics. The distinctive Hokusai-inspired aesthetic and the precise choreography described in the prompt are not clearly realized due to the quality issues. The core concept is present at a basic level, but the execution does not convincingly capture the intended artistic vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains a basic sense of physical plausibility: the Colossus appears grounded and interacts with the environment in a way that suggests gravity and collision. However, the extreme distortion and lack of detail prevent a thorough assessment of finer physical interactions. No obvious physics violations are detected, but the overall coherence is limited by the visual degradation.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "dramatic low-angle wide shot captures the epic conflict, the camera rapidly panning and tilting upward to follow the violent trajectory of a massive, four-legged walker, the Colossus, as it is hurled uncontrollably into the air. The entire visual is rendered in the distinctive high-definition style of Hokusai's ukiyo-e, defined by bold black outlines and flat, vibrant color planes. The Colossus itself, a hulking automaton crafted from dark, weathered metal, slowly tumbles sideways, high and tossed, against a turbulent sky swirling with azure and ochre clouds. Its four powerful legs are drawn in, and as it soars, stylized waves of kinetic energy, similar to the iconic cresting waves of woodblock prints, ripple around its form. The chaotic battlefield below is a vortex of activity, with jagged mountains framing the scene and fiery explosions blooming like giant chrysanthemums, casting a stark, high-contrast glow. This powerful action, combined with traditional aesthetics, creates a vibrant and breathtaking atmosphere, blending futuristic warfare with classical Japanese art.",
+ "seed": 19756,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_4/index_9161_seed_19756_dp_9_rank_18_sample_2_slot_0.mp4",
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+ "video_score2_ta": 1.015625,
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+ "video_score2_overall": 3.65625,
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+ "question": "dramatic low-angle wide shot captures the epic conflict, the camera rapidly panning and tilting upward to follow the violent trajectory of a massive, four-legged walker, the Colossus, as it is hurled uncontrollably into the air. The entire visual is rendered in the distinctive high-definition style of Hokusai's ukiyo-e, defined by bold black outlines and flat, vibrant color planes. The Colossus itself, a hulking automaton crafted from dark, weathered metal, slowly tumbles sideways, high and tossed, against a turbulent sky swirling with azure and ochre clouds. Its four powerful legs are drawn in, and as it soars, stylized waves of kinetic energy, similar to the iconic cresting waves of woodblock prints, ripple around its form. The chaotic battlefield below is a vortex of activity, with jagged mountains framing the scene and fiery explosions blooming like giant chrysanthemums, casting a stark, high-contrast glow. This powerful action, combined with traditional aesthetics, creates a vibrant and breathtaking atmosphere, blending futuristic warfare with classical Japanese art.",
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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 low-angle wide shot featuring a massive four-legged walker named the Colossus, a high-definition rendering in the style of Hokusai's ukiyo-e, with bold outlines and flat colors. The Colossus should be shown tumbling through the air, with kinetic energy waves and a chaotic battlefield, jagged mountains, and fiery explosions, all rendered in a blend of futuristic warfare and classical Japanese aesthetics.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The imagery is consistently low-resolution with pronounced pixelation and compression artifacts. Color bleeding and digital noise are pervasive, and there is noticeable frame-to-frame instability that disrupts coherence. The overall presentation lacks sharpness and polish, making the intended high-definition aesthetic unattainable. Given these factors, Visual Quality is rated 1/5.\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful alignment with the prompt. The frames do not clearly depict the Colossus or any of the described elements (the massive four-legged walker, the high-definition Hokusai-inspired look, the dynamic sequence, or the battlefield). The content appears fragmented and abstract, with no recognizable narrative or compositional cues matching the prompt. Therefore, Text-to-Video Alignment is rated 1/5.\n\nPhysical/Common-sense Consistency:\nThe sequence shows severe inconsistencies in physical plausibility. The imagery lacks coherent motion, scale, and interaction with the environment; apparent transformations and distortions undermine any sense of physical realism. Overall, Physical/Common-sense Consistency is rated 1/5.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical/Common-sense Consistency: 1\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": 1.5625,
+ "TA": 1.015625,
+ "MQ": 1.0859375,
+ "Overall": 3.65625
+ }
+ }
+ ],
+ "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 low-angle wide shot featuring a massive four-legged walker named the Colossus, a high-definition rendering in the style of Hokusai's ukiyo-e, with bold outlines and flat colors. The Colossus should be shown tumbling through the air, with kinetic energy waves and a chaotic battlefield, jagged mountains, and fiery explosions, all rendered in a blend of futuristic warfare and classical Japanese aesthetics.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The imagery is consistently low-resolution with pronounced pixelation and compression artifacts. Color bleeding and digital noise are pervasive, and there is noticeable frame-to-frame instability that disrupts coherence. The overall presentation lacks sharpness and polish, making the intended high-definition aesthetic unattainable. Given these factors, Visual Quality is rated 1/5.\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful alignment with the prompt. The frames do not clearly depict the Colossus or any of the described elements (the massive four-legged walker, the high-definition Hokusai-inspired look, the dynamic sequence, or the battlefield). The content appears fragmented and abstract, with no recognizable narrative or compositional cues matching the prompt. Therefore, Text-to-Video Alignment is rated 1/5.\n\nPhysical/Common-sense Consistency:\nThe sequence shows severe inconsistencies in physical plausibility. The imagery lacks coherent motion, scale, and interaction with the environment; apparent transformations and distortions undermine any sense of physical realism. Overall, Physical/Common-sense Consistency is rated 1/5.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 19757,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_4/index_9161_seed_19757_dp_9_rank_18_sample_3_slot_1.mp4",
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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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle wide shot featuring a massive four-legged walker (the Colossus) in a high-definition Hokusai-inspired style, with bold outlines and flat colors. The Colossus should be shown tumbling through the air amid a chaotic battlefield, with jagged mountains, fiery explosions, and kinetic energy effects that evoke woodblock prints. The overall vision blends futuristic warfare with classical Japanese aesthetics.\n\nVisual Quality Analysis:\nAcross the frames, the video presents a deliberately stylized look but the overall visual quality is severely degraded. The imagery is consistently low in clarity, with heavy compression artifacts, pronounced pixelation, and noticeable color banding. The resolution is insufficient to convey fine details, and motion appears choppy rather than smooth. The result reads as a rough, artifact-prone render rather than a polished, high-fidelity depiction.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is shown. The frames depict a landscape with traditional architectural elements and no clear Colossus or four-legged walker. There is no evident dynamic action, no visible explosions, and no kinetic energy effects. The scene lacks the bold outlines and flat-color palette associated with the requested Hokusai-inspired aesthetic, and the overall composition does not reflect the dramatic, fast-paced battle described. In short, the video fails to realize the core elements of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic spatial coherence: buildings sit on plausible ground with consistent lighting and perspective, and there are no obvious physics violations within the static frames. However, due to the absence of the intended action and the mismatch with the prompt, the sequence does not demonstrate the dramatic physical dynamics expected (e.g., a massive mechanical creature in mid-air, explosive interactions). Overall, physical consistency is present at a basic level but does not compensate for the missing narrative and stylistic alignment.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.3359375,
+ "TA": 1.0078125,
+ "MQ": 1.1015625,
+ "Overall": 3.4375
+ }
+ }
+ ],
+ "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 low-angle wide shot featuring a massive four-legged walker (the Colossus) in a high-definition Hokusai-inspired style, with bold outlines and flat colors. The Colossus should be shown tumbling through the air amid a chaotic battlefield, with jagged mountains, fiery explosions, and kinetic energy effects that evoke woodblock prints. The overall vision blends futuristic warfare with classical Japanese aesthetics.\n\nVisual Quality Analysis:\nAcross the frames, the video presents a deliberately stylized look but the overall visual quality is severely degraded. The imagery is consistently low in clarity, with heavy compression artifacts, pronounced pixelation, and noticeable color banding. The resolution is insufficient to convey fine details, and motion appears choppy rather than smooth. The result reads as a rough, artifact-prone render rather than a polished, high-fidelity depiction.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is shown. The frames depict a landscape with traditional architectural elements and no clear Colossus or four-legged walker. There is no evident dynamic action, no visible explosions, and no kinetic energy effects. The scene lacks the bold outlines and flat-color palette associated with the requested Hokusai-inspired aesthetic, and the overall composition does not reflect the dramatic, fast-paced battle described. In short, the video fails to realize the core elements of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic spatial coherence: buildings sit on plausible ground with consistent lighting and perspective, and there are no obvious physics violations within the static frames. However, due to the absence of the intended action and the mismatch with the prompt, the sequence does not demonstrate the dramatic physical dynamics expected (e.g., a massive mechanical creature in mid-air, explosive interactions). Overall, physical consistency is present at a basic level but does not compensate for the missing narrative and stylistic alignment.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_5/index_tensor([5006, 5006])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_5/index_tensor([5006, 5006])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c36da5dae2cb909f2beba54695b18d8229300855
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_5/index_tensor([5006, 5006])_group_5_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"static, wide-angle time-lapse shot, shot from a slightly upward angle, captures the panoramic view of a sprawling construction site. A massive yellow tower crane stands at the center of the frame, its intricate steel latticework dotted with rust and dust, a testament to its relentless work. Accelerating time, the crane's long arm gracefully lifts a massive, dark-industrial-gray I-beam from the ground with a swift and precise dance, rotating it and meticulously placing it atop the ever-growing skyscraper's skeleton. As the time-lapse progresses, the building's structural framework visibly rises, layer by layer, like a living organism reaching toward the sky. In the background, the existing city skyline serves as a reference point, as the sky rapidly transitions from a bright afternoon blue to a dramatic sunset shimmering with golden and orange hues, ultimately fading into a deep, star-speckled indigo night. The light shifts dramatically: the harsh afternoon sun casts stark shadows, giving way to the soft, diffuse light of the golden hour, bathing the scene in a honey-hued glow. Finally, the cold, bright floodlights of the construction site itself, combined with the dazzling lights of the distant city, illuminate the nightscape. The entire scene emphasizes the rapid movement of machinery tirelessly shaping the cityscape, creating an atmosphere of grandeur, tirelessness, and power, compressing the magnificent process of urban construction into a mesmerizing dynamic\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color banding that obscure details. The imagery is consistently blurry with low resolution, making it impossible to discern machinery, textures, or architectural features. Transitions between frames are abrupt rather than smooth, contributing to a jarring viewing experience. Overall, the video presents a near-minimal level of visual clarity, warranting a score of 1.\n\nText-to-Video Alignment Analysis:\nThe video fails to realize the described prompt. There is no clear wide-angle time-lapse composition, no visible crane or construction activity, and no progression from day to night. The imagery is abstract and distorted, lacking any recognizable construction-site elements or spatial relationships. The alignment to the textual description is effectively non-existent, supporting a score of 1.\n\nPhysical/Common-sense Consistency:\nThe visuals do not reflect plausible physical behavior or common-sense expectations for a construction-site scenario. The abstract, noisy imagery prevents any meaningful assessment of realism or coherence, resulting in a score of 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"static, wide-angle time-lapse shot, shot from a slightly upward angle, captures the panoramic view of a sprawling construction site. A massive yellow tower crane stands at the center of the frame, its intricate steel latticework dotted with rust and dust, a testament to its relentless work. Accelerating time, the crane's long arm gracefully lifts a massive, dark-industrial-gray I-beam from the ground with a swift and precise dance, rotating it and meticulously placing it atop the ever-growing skyscraper's skeleton. As the time-lapse progresses, the building's structural framework visibly rises, layer by layer, like a living organism reaching toward the sky. In the background, the existing city skyline serves as a reference point, as the sky rapidly transitions from a bright afternoon blue to a dramatic sunset shimmering with golden and orange hues, ultimately fading into a deep, star-speckled indigo night. The light shifts dramatically: the harsh afternoon sun casts stark shadows, giving way to the soft, diffuse light of the golden hour, bathing the scene in a honey-hued glow. Finally, the cold, bright floodlights of the construction site itself, combined with the dazzling lights of the distant city, illuminate the nightscape. The entire scene emphasizes the rapid movement of machinery tirelessly shaping the cityscape, creating an atmosphere of grandeur, tirelessness, and power, compressing the magnificent process of urban construction into a mesmerizing dynamic\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color banding that obscure details. The imagery is consistently blurry with low resolution, making it impossible to discern machinery, textures, or architectural features. Transitions between frames are abrupt rather than smooth, contributing to a jarring viewing experience. Overall, the video presents a near-minimal level of visual clarity, warranting a score of 1.\n\nText-to-Video Alignment Analysis:\nThe video fails to realize the described prompt. There is no clear wide-angle time-lapse composition, no visible crane or construction activity, and no progression from day to night. The imagery is abstract and distorted, lacking any recognizable construction-site elements or spatial relationships. The alignment to the textual description is effectively non-existent, supporting a score of 1.\n\nPhysical/Common-sense Consistency:\nThe visuals do not reflect plausible physical behavior or common-sense expectations for a construction-site scenario. The abstract, noisy imagery prevents any meaningful assessment of realism or coherence, resulting in a score of 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 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. The text prompt describes:\n\n\"static, wide-angle time-lapse shot, shot from a slightly upward angle, captures the panoramic view of a sprawling construction site. A massive yellow tower crane stands at the center of the frame, its intricate steel latticework dotted with rust and dust, a testament to its relentless work. Accelerating time, the crane's long arm gracefully lifts a massive, dark-industrial-gray I-beam from the ground with a swift and precise dance, rotating it and meticulously placing it atop the ever-growing skyscraper's skeleton. As the time-lapse progresses, the building's structural framework visibly rises, layer by layer, like a living organism reaching toward the sky. In the background, the existing city skyline serves as a reference point, as the sky rapidly transitions from a bright afternoon blue to a dramatic sunset shimmering with golden and orange hues, ultimately fading into a deep, star-speckled indigo night. The light shifts dramatically: the harsh afternoon sun casts stark shadows, giving way to the soft, diffuse light of the golden hour, bathing the scene in a honey-hued glow. Finally, the cold, bright floodlights of the construction site itself, combined with the dazzling lights of the distant city, illuminate the nightscape. The entire scene emphasizes the rapid movement of machinery tirelessly shaping the cityscape, creating an atmosphere of grandeur, tirelessness, and power, compressing the magnificent process of urban construction into a mesmerizing dynamic\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit heavy compression artifacts, pronounced color banding, and pervasive noise that obscure details. Fine textures and edges are largely indistinct, and motion appears smeared rather than crisp. The result is a consistently low-fidelity presentation with limited clarity and perceptual sharpness throughout the video.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The prompt envisions a dynamic construction-site sequence featuring a prominent yellow tower crane, a visible time-lapse progression, and a sky transitioning from day to night. The actual footage shows a static or near-static architectural rendering with no clear crane activity, no evident time-lapse progression, and no sky evolution. The alignment to the described narrative is effectively absent.\n\nPhysical/Common-sense Consistency:\nThe imagery maintains basic geometric coherence and plausible lighting cues, but the lack of motion and absence of expected construction dynamics reduce the perceived realism. While there are no obvious physical violations, the scene does not convincingly convey the energetic, evolving construction process implied by the prompt, resulting in only modest common-sense consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
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+ "Overall": 3.28125
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"static, wide-angle time-lapse shot, shot from a slightly upward angle, captures the panoramic view of a sprawling construction site. A massive yellow tower crane stands at the center of the frame, its intricate steel latticework dotted with rust and dust, a testament to its relentless work. Accelerating time, the crane's long arm gracefully lifts a massive, dark-industrial-gray I-beam from the ground with a swift and precise dance, rotating it and meticulously placing it atop the ever-growing skyscraper's skeleton. As the time-lapse progresses, the building's structural framework visibly rises, layer by layer, like a living organism reaching toward the sky. In the background, the existing city skyline serves as a reference point, as the sky rapidly transitions from a bright afternoon blue to a dramatic sunset shimmering with golden and orange hues, ultimately fading into a deep, star-speckled indigo night. The light shifts dramatically: the harsh afternoon sun casts stark shadows, giving way to the soft, diffuse light of the golden hour, bathing the scene in a honey-hued glow. Finally, the cold, bright floodlights of the construction site itself, combined with the dazzling lights of the distant city, illuminate the nightscape. The entire scene emphasizes the rapid movement of machinery tirelessly shaping the cityscape, creating an atmosphere of grandeur, tirelessness, and power, compressing the magnificent process of urban construction into a mesmerizing dynamic\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit heavy compression artifacts, pronounced color banding, and pervasive noise that obscure details. Fine textures and edges are largely indistinct, and motion appears smeared rather than crisp. The result is a consistently low-fidelity presentation with limited clarity and perceptual sharpness throughout the video.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The prompt envisions a dynamic construction-site sequence featuring a prominent yellow tower crane, a visible time-lapse progression, and a sky transitioning from day to night. The actual footage shows a static or near-static architectural rendering with no clear crane activity, no evident time-lapse progression, and no sky evolution. The alignment to the described narrative is effectively absent.\n\nPhysical/Common-sense Consistency:\nThe imagery maintains basic geometric coherence and plausible lighting cues, but the lack of motion and absence of expected construction dynamics reduce the perceived realism. While there are no obvious physical violations, the scene does not convincingly convey the energetic, evolving construction process implied by the prompt, resulting in only modest common-sense consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes a static wide-angle time-lapse construction site with a massive yellow tower crane at the center, lifting an I-beam, with a visible building rising and a city skyline in the background, transitioning from day to night with changing lighting conditions.\n\nLooking at the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. There is pervasive blur, heavy compression artifacts, and inconsistent color rendering across frames. The resolution is very low, and motion blur dominates, resulting in a washed-out appearance and poor detail retention. Overall, the visual quality is extremely poor (score 1).\n\nText-to-Video Alignment Analysis:\nThe prompt calls for a static wide-angle time-lapse with a prominent yellow tower crane at the center, a visible building under construction, a city skyline in the background, and a transition from day to night with changing lighting. In the actual frames, these elements are not clearly identifiable due to the heavy degradation; the core narrative cues are not discernible. Alignment to the prompt is effectively absent (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the visual information is so degraded, assessing physical realism or common-sense coherence is not feasible. There are no reliable cues to confirm plausible construction activity or lighting progression, and any perceived motion or interactions cannot be trusted. Overall, physical/common-sense consistency is rated as 1.\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": 1.3125,
+ "TA": 1.0234375,
+ "MQ": 1.078125,
+ "Overall": 3.421875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes a static wide-angle time-lapse construction site with a massive yellow tower crane at the center, lifting an I-beam, with a visible building rising and a city skyline in the background, transitioning from day to night with changing lighting conditions.\n\nLooking at the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. There is pervasive blur, heavy compression artifacts, and inconsistent color rendering across frames. The resolution is very low, and motion blur dominates, resulting in a washed-out appearance and poor detail retention. Overall, the visual quality is extremely poor (score 1).\n\nText-to-Video Alignment Analysis:\nThe prompt calls for a static wide-angle time-lapse with a prominent yellow tower crane at the center, a visible building under construction, a city skyline in the background, and a transition from day to night with changing lighting. In the actual frames, these elements are not clearly identifiable due to the heavy degradation; the core narrative cues are not discernible. Alignment to the prompt is effectively absent (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the visual information is so degraded, assessing physical realism or common-sense coherence is not feasible. There are no reliable cues to confirm plausible construction activity or lighting progression, and any perceived motion or interactions cannot be trusted. Overall, physical/common-sense consistency is rated as 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 20828,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_5/index_5006_seed_20828_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
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+ "video_score2_overall": 3.25,
+ "avg": 3.2421875,
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+ "question": "static, wide-angle time-lapse shot, shot from a slightly upward angle, captures the panoramic view of a sprawling construction site. A massive yellow tower crane stands at the center of the frame, its intricate steel latticework dotted with rust and dust, a testament to its relentless work. Accelerating time, the crane's long arm gracefully lifts a massive, dark-industrial-gray I-beam from the ground with a swift and precise dance, rotating it and meticulously placing it atop the ever-growing skyscraper's skeleton. As the time-lapse progresses, the building's structural framework visibly rises, layer by layer, like a living organism reaching toward the sky. In the background, the existing city skyline serves as a reference point, as the sky rapidly transitions from a bright afternoon blue to a dramatic sunset shimmering with golden and orange hues, ultimately fading into a deep, star-speckled indigo night. The light shifts dramatically: the harsh afternoon sun casts stark shadows, giving way to the soft, diffuse light of the golden hour, bathing the scene in a honey-hued glow. Finally, the cold, bright floodlights of the construction site itself, combined with the dazzling lights of the distant city, illuminate the nightscape. The entire scene emphasizes the rapid movement of machinery tirelessly shaping the cityscape, creating an atmosphere of grandeur, tirelessness, and power, compressing the magnificent process of urban construction into a mesmerizing dynamic.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"static, wide-angle time-lapse shot, shot from a slightly upward angle, captures the panoramic view of a sprawling construction site. A massive yellow tower crane stands at the center of the frame, its intricate steel latticework dotted with rust and dust, a testament to its relentless work. Accelerating time, the crane's long arm gracefully lifts a massive, dark-industrial-gray I-beam from the ground with a swift and precise dance, rotating it and meticulously placing it atop the ever-growing skyscraper's skeleton. As the time-lapse progresses, the building's structural framework visibly rises, layer by layer, like a living organism reaching toward the sky. In the background, the existing city skyline serves as a reference point, as the sky rapidly transitions from a bright afternoon blue to a dramatic sunset shimmering with golden and orange hues, ultimately fading into a deep, star-speckled indigo night. The light shifts dramatically: the harsh afternoon sun casts stark shadows, giving way to the soft, diffuse light of the golden hour, bathing the scene in a honey-hued glow. Finally, the cold, bright floodlights of the construction site itself, combined with the dazzling lights of the distant city, illuminate the nightscape. The entire scene emphasizes the rapid movement of machinery tirelessly shaping the cityscape, creating an atmosphere of grandeur, tirelessness, and power, compressing the magnificent process of urban construction into a mesmerizing dynamic\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color banding that obscure details. Fine textures (e.g., the intricate crane latticework, surface rust/dust, and subtle lighting nuances) are unrecoverable, and the imagery often reads as abstract rather than legible. The result is a consistently low-fidelity presentation with little perceptual clarity or realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While a construction-site setting and some equipment silhouettes are vaguely present, the essential elements described—specifically a prominent yellow tower crane at the center, a clear depiction of lifting and rotating an I-beam, and a visible progression of the building rising layer by layer—are not convincingly realized due to the severe image degradation. The sky transitions and lighting dynamics are only superficially suggested, and the overall narrative coherence between the textual description and the visuals is weak.\n\nPhysical/Common-sense Consistency:\nThere is a basic plausibility in the scene’s spatial arrangement (crane near a structure with a backdrop suggesting urban development). However, the extreme visual degradation prevents reliable assessment of mechanical realism, material properties, and lighting behavior. No obvious physical impossibilities are detected, but confidence in consistent, believable physics is limited by the degraded imagery.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "TA": 1.0234375,
+ "MQ": 1.09375,
+ "Overall": 3.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"static, wide-angle time-lapse shot, shot from a slightly upward angle, captures the panoramic view of a sprawling construction site. A massive yellow tower crane stands at the center of the frame, its intricate steel latticework dotted with rust and dust, a testament to its relentless work. Accelerating time, the crane's long arm gracefully lifts a massive, dark-industrial-gray I-beam from the ground with a swift and precise dance, rotating it and meticulously placing it atop the ever-growing skyscraper's skeleton. As the time-lapse progresses, the building's structural framework visibly rises, layer by layer, like a living organism reaching toward the sky. In the background, the existing city skyline serves as a reference point, as the sky rapidly transitions from a bright afternoon blue to a dramatic sunset shimmering with golden and orange hues, ultimately fading into a deep, star-speckled indigo night. The light shifts dramatically: the harsh afternoon sun casts stark shadows, giving way to the soft, diffuse light of the golden hour, bathing the scene in a honey-hued glow. Finally, the cold, bright floodlights of the construction site itself, combined with the dazzling lights of the distant city, illuminate the nightscape. The entire scene emphasizes the rapid movement of machinery tirelessly shaping the cityscape, creating an atmosphere of grandeur, tirelessness, and power, compressing the magnificent process of urban construction into a mesmerizing dynamic\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color banding that obscure details. Fine textures (e.g., the intricate crane latticework, surface rust/dust, and subtle lighting nuances) are unrecoverable, and the imagery often reads as abstract rather than legible. The result is a consistently low-fidelity presentation with little perceptual clarity or realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While a construction-site setting and some equipment silhouettes are vaguely present, the essential elements described—specifically a prominent yellow tower crane at the center, a clear depiction of lifting and rotating an I-beam, and a visible progression of the building rising layer by layer—are not convincingly realized due to the severe image degradation. The sky transitions and lighting dynamics are only superficially suggested, and the overall narrative coherence between the textual description and the visuals is weak.\n\nPhysical/Common-sense Consistency:\nThere is a basic plausibility in the scene’s spatial arrangement (crane near a structure with a backdrop suggesting urban development). However, the extreme visual degradation prevents reliable assessment of mechanical realism, material properties, and lighting behavior. No obvious physical impossibilities are detected, but confidence in consistent, believable physics is limited by the degraded imagery.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_6/index_tensor([450, 450])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_6/index_tensor([450, 450])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c24d45000d1643f75892d1f54413048e95977881
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_6/index_tensor([450, 450])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a scene steeped in the dramatic, JOJO-esque aesthetic, a high-speed, constantly rotating macro lens closely follows a precision Rolex watch as it disintegrates mid-air. Against a profound black void, the watch's dial, hands, sapphire crystal, stainless steel case, and hundreds of gears, hairsprings, and microscopic screws within, swirl and diffuse outward along precise spiral paths in an elegant and complex mechanical ballet, forming a spectacular nebula of components. Multiple highly saturated, manga-like hard lights in purple and cyan pierce this metallic nebula from varying angles, carving sharp highlights and deep, inky shadows across the polished surfaces of each component, blending the icy texture of the metal with a surreal, chromatic impact. The camera deftly shuttles through the process, rotating synchronously with multiple axes, capturing the golden luster flashing as the brass gears turn, and the dazzling bright spots reflected on the tiny ruby bearings. Every moment is full of extreme dynamic tension and surreal industrial aesthetics, perfectly blending the precision of machinery with comic-like dramatic light and shadow, creating a shocking visual experience in which time is frozen and deconstructed.",
+ "seed": 25732,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_6/index_450_seed_25732_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": 1.390625,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.078125,
+ "video_score2_overall": 3.484375,
+ "avg": 3.4765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a scene steeped in the dramatic, JOJO-esque aesthetic, a high-speed, constantly rotating macro lens closely follows a precision Rolex watch as it disintegrates mid-air. Against a profound black void, the watch's dial, hands, sapphire crystal, stainless steel case, and hundreds of gears, hairsprings, and microscopic screws within, swirl and diffuse outward along precise spiral paths in an elegant and complex mechanical ballet, forming a spectacular nebula of components. Multiple highly saturated, manga-like hard lights in purple and cyan pierce this metallic nebula from varying angles, carving sharp highlights and deep, inky shadows across the polished surfaces of each component, blending the icy texture of the metal with a surreal, chromatic impact. The camera deftly shuttles through the process, rotating synchronously with multiple axes, capturing the golden luster flashing as the brass gears turn, and the dazzling bright spots reflected on the tiny ruby bearings. Every moment is full of extreme dynamic tension and surreal industrial aesthetics, perfectly blending the precision of machinery with comic-like dramatic light and shadow, creating a shocking visual experience in which time is frozen and deconstructed.",
+ "token_credit_reward": 3.484375,
+ "selected_reward": 3.484375,
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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 dramatic, Jojo-esque aesthetic\n- High-speed, constantly rotating macro lens\n- A precision Rolex watch disintegrating mid-air\n- Against a profound black void\n- Watch's dial, hands, sapphire crystal, stainless steel case, hundreds of gears, hairsprings, and microscopic screws\n- Swirling and diffusing outward along precise spiral paths\n- Elegant and complex mechanical ballet forming a spectacular nebula of components\n- Multiple highly saturated, manga-like hard lights in purple and cyan\n- Piercing this metallic nebula from varying angles\n- Carving sharp highlights and deep, inky shadows across polished surfaces\n- Blending icy texture of metal with surreal, chromatic impact\n- Camera deftly shuttles through the process, rotating synchronously with multiple axes\n- Capturing golden luster flashing as brass gears turn\n- Dazzling bright spots reflected on tiny ruby bearings\n- Every moment full of extreme dynamic tension and surreal industrial aesthetics\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced color banding, and pervasive noise that obscure details. The imagery reads as low-fidelity, with blocky textures and inconsistent lighting, making it difficult to discern fine features or material properties. The result is a consistently poor-quality presentation rather than a convincing depiction of the requested scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not show a high-speed rotating macro lens, a disintegrating watch, or the intricate mechanical ballet described. Instead, they resemble generic digital art or abstract geometry with no clear mechanical or watch-related elements, and no convincing integration of lighting, shadows, or motion that would support the described sequence. The mismatch between the prompt and the visuals is complete.\n\nPhysical/Common-sense Consistency:\nThe content lacks plausible physical behavior and coherent mechanical dynamics. The shapes and motions do not follow realistic constraints, and there is no convincing depiction of materials, reflections, or interactions consistent with the described scenario. Overall, the video fails to maintain basic physical plausibility.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ "Overall": 3.484375
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- A dramatic, Jojo-esque aesthetic\n- High-speed, constantly rotating macro lens\n- A precision Rolex watch disintegrating mid-air\n- Against a profound black void\n- Watch's dial, hands, sapphire crystal, stainless steel case, hundreds of gears, hairsprings, and microscopic screws\n- Swirling and diffusing outward along precise spiral paths\n- Elegant and complex mechanical ballet forming a spectacular nebula of components\n- Multiple highly saturated, manga-like hard lights in purple and cyan\n- Piercing this metallic nebula from varying angles\n- Carving sharp highlights and deep, inky shadows across polished surfaces\n- Blending icy texture of metal with surreal, chromatic impact\n- Camera deftly shuttles through the process, rotating synchronously with multiple axes\n- Capturing golden luster flashing as brass gears turn\n- Dazzling bright spots reflected on tiny ruby bearings\n- Every moment full of extreme dynamic tension and surreal industrial aesthetics\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced color banding, and pervasive noise that obscure details. The imagery reads as low-fidelity, with blocky textures and inconsistent lighting, making it difficult to discern fine features or material properties. The result is a consistently poor-quality presentation rather than a convincing depiction of the requested scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not show a high-speed rotating macro lens, a disintegrating watch, or the intricate mechanical ballet described. Instead, they resemble generic digital art or abstract geometry with no clear mechanical or watch-related elements, and no convincing integration of lighting, shadows, or motion that would support the described sequence. The mismatch between the prompt and the visuals is complete.\n\nPhysical/Common-sense Consistency:\nThe content lacks plausible physical behavior and coherent mechanical dynamics. The shapes and motions do not follow realistic constraints, and there is no convincing depiction of materials, reflections, or interactions consistent with the described scenario. Overall, the video fails to maintain basic physical plausibility.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 25733,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_6/index_450_seed_25733_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. 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 dramatic, Jojo-esque aesthetic\n- High-speed, constantly rotating macro lens\n- A precision Rolex watch disintegrating mid-air\n- Against a profound black void\n- Watch's dial, hands, sapphire crystal, stainless steel case, and hundreds of gears, hairsprings, and microscopic screws\n- Swirling and diffusing outward along precise spiral paths\n- Elegant and complex mechanical ballet forming a spectacular nebula of components\n- Multiple highly saturated, manga-like hard lights in purple and cyan\n- Piercing this metallic nebula from varying angles\n- Carving sharp highlights and deep, inky shadows across polished surfaces\n- Blending icy texture of metal with surreal, chromatic impact\n- Camera deftly shuttles through the process, rotating synchronously with multiple axes\n- Capturing golden luster flashing as brass gears turn\n- Dazzling bright spots reflected on tiny ruby bearings\n- Every moment full of extreme dynamic tension and surreal industrial aesthetics\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure fine details. The central circular motif is barely recognizable due to blur and color bleeding, and the purple/cyan lighting appears oversaturated and inconsistent. The sequence lacks stable framing or smooth motion cues, making it difficult to discern any meaningful content. Overall, the video presents a very poor visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a high-speed macro lens, a disintegrating Rolex watch, or the described intricate mechanical ballet. The imagery is abstract and chaotic, with no clear correspondence to the specified elements, resulting in a near-total mismatch between the prompt and the video (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals do not follow plausible physical behavior. The scene lacks coherent mechanical logic or predictable motion; apparent interactions feel arbitrary and disconnected from real-world physics. The result is a surreal, incoherent depiction that does not support believable physical consistency (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\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": 1.421875,
+ "TA": 1.015625,
+ "MQ": 1.09375,
+ "Overall": 3.53125
+ }
+ }
+ ],
+ "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 dramatic, Jojo-esque aesthetic\n- High-speed, constantly rotating macro lens\n- A precision Rolex watch disintegrating mid-air\n- Against a profound black void\n- Watch's dial, hands, sapphire crystal, stainless steel case, and hundreds of gears, hairsprings, and microscopic screws\n- Swirling and diffusing outward along precise spiral paths\n- Elegant and complex mechanical ballet forming a spectacular nebula of components\n- Multiple highly saturated, manga-like hard lights in purple and cyan\n- Piercing this metallic nebula from varying angles\n- Carving sharp highlights and deep, inky shadows across polished surfaces\n- Blending icy texture of metal with surreal, chromatic impact\n- Camera deftly shuttles through the process, rotating synchronously with multiple axes\n- Capturing golden luster flashing as brass gears turn\n- Dazzling bright spots reflected on tiny ruby bearings\n- Every moment full of extreme dynamic tension and surreal industrial aesthetics\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure fine details. The central circular motif is barely recognizable due to blur and color bleeding, and the purple/cyan lighting appears oversaturated and inconsistent. The sequence lacks stable framing or smooth motion cues, making it difficult to discern any meaningful content. Overall, the video presents a very poor visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a high-speed macro lens, a disintegrating Rolex watch, or the described intricate mechanical ballet. The imagery is abstract and chaotic, with no clear correspondence to the specified elements, resulting in a near-total mismatch between the prompt and the video (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals do not follow plausible physical behavior. The scene lacks coherent mechanical logic or predictable motion; apparent interactions feel arbitrary and disconnected from real-world physics. The result is a surreal, incoherent depiction that does not support believable physical consistency (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 25734,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_6/index_450_seed_25734_dp_13_rank_26_sample_2_slot_0.mp4",
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.5,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.1640625,
+ "video_score2_overall": 3.6875,
+ "avg": 3.6796875,
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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 dramatic, Jojo-esque aesthetic\n- A high-speed, constantly rotating macro lens\n- A precision Rolex watch disintegrating mid-air\n- A profound black void background\n- Watch's dial, hands, sapphire crystal, stainless steel case, and hundreds of gears, hairsprings, and microscopic screws\n- Components swirling and diffusing outward along spiral paths\n- An elegant and complex mechanical ballet forming a spectacular nebula of components\n- Multiple highly saturated, manga-like hard lights in purple and cyan\n- Carving sharp highlights and deep, inky shadows across polished surfaces\n- Blending icy metal texture with surreal, chromatic impact\n- Camera deftly shuttling through the process, rotating with multiple axes\n- Capturing golden luster flashing as brass gears turn\n- Dazzling bright spots reflected on tiny ruby bearings\n- Extreme dynamic tension and surreal industrial aesthetics\n- Time frozen and deconstructed\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy blur, pronounced compression artifacts, and color bleeding that obscure fine details. The circular vignette framing is present but does not compensate for the lack of clarity; the central content remains indistinct and noisy. The sequence shows little to no smooth motion, and the image fidelity is consistently poor across frames. Overall, the video fails to deliver a coherent or legible visual presentation.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a high-speed rotating macro lens, a disintegrating Rolex watch, or the intricate mechanical ballet described. The imagery is too abstract and distorted to identify specific watch components, and the intended dramatic lighting and composition are not realized. The result is a near-total mismatch between the prompt and the actual visuals.\n\nPhysical/Common-sense Consistency:\nThe depiction lacks plausible physical behavior. The circular vignette and abstract shapes do not correspond to any recognizable mechanical structure, and there is no coherent motion or interaction that would be consistent with a watch disassembling under a macro lens. The scene does not adhere to common-sense expectations for mechanical or optical phenomena.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "TA": 1.015625,
+ "MQ": 1.1640625,
+ "Overall": 3.6875
+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- A dramatic, Jojo-esque aesthetic\n- A high-speed, constantly rotating macro lens\n- A precision Rolex watch disintegrating mid-air\n- A profound black void background\n- Watch's dial, hands, sapphire crystal, stainless steel case, and hundreds of gears, hairsprings, and microscopic screws\n- Components swirling and diffusing outward along spiral paths\n- An elegant and complex mechanical ballet forming a spectacular nebula of components\n- Multiple highly saturated, manga-like hard lights in purple and cyan\n- Carving sharp highlights and deep, inky shadows across polished surfaces\n- Blending icy metal texture with surreal, chromatic impact\n- Camera deftly shuttling through the process, rotating with multiple axes\n- Capturing golden luster flashing as brass gears turn\n- Dazzling bright spots reflected on tiny ruby bearings\n- Extreme dynamic tension and surreal industrial aesthetics\n- Time frozen and deconstructed\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy blur, pronounced compression artifacts, and color bleeding that obscure fine details. The circular vignette framing is present but does not compensate for the lack of clarity; the central content remains indistinct and noisy. The sequence shows little to no smooth motion, and the image fidelity is consistently poor across frames. Overall, the video fails to deliver a coherent or legible visual presentation.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a high-speed rotating macro lens, a disintegrating Rolex watch, or the intricate mechanical ballet described. The imagery is too abstract and distorted to identify specific watch components, and the intended dramatic lighting and composition are not realized. The result is a near-total mismatch between the prompt and the actual visuals.\n\nPhysical/Common-sense Consistency:\nThe depiction lacks plausible physical behavior. The circular vignette and abstract shapes do not correspond to any recognizable mechanical structure, and there is no coherent motion or interaction that would be consistent with a watch disassembling under a macro lens. The scene does not adhere to common-sense expectations for mechanical or optical phenomena.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 25735,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_6/index_450_seed_25735_dp_13_rank_26_sample_3_slot_1.mp4",
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+ "video_score2_ta": 1.015625,
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+ "video_score2_overall": 3.3125,
+ "avg": 3.296875,
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+ "question": "In a scene steeped in the dramatic, JOJO-esque aesthetic, a high-speed, constantly rotating macro lens closely follows a precision Rolex watch as it disintegrates mid-air. Against a profound black void, the watch's dial, hands, sapphire crystal, stainless steel case, and hundreds of gears, hairsprings, and microscopic screws within, swirl and diffuse outward along precise spiral paths in an elegant and complex mechanical ballet, forming a spectacular nebula of components. Multiple highly saturated, manga-like hard lights in purple and cyan pierce this metallic nebula from varying angles, carving sharp highlights and deep, inky shadows across the polished surfaces of each component, blending the icy texture of the metal with a surreal, chromatic impact. The camera deftly shuttles through the process, rotating synchronously with multiple axes, capturing the golden luster flashing as the brass gears turn, and the dazzling bright spots reflected on the tiny ruby bearings. Every moment is full of extreme dynamic tension and surreal industrial aesthetics, perfectly blending the precision of machinery with comic-like dramatic light and shadow, creating a shocking visual experience in which time is frozen and deconstructed.",
+ "token_credit_reward": 3.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 dramatic, Jojo-esque aesthetic\n- A high-speed, constantly rotating macro lens\n- A precision Rolex watch disintegrating mid-air\n- Watch's dial, hands, sapphire crystal, stainless steel case, and hundreds of gears, hairsprings, and microscopic screws\n- Components swirling and diffusing outward along spiral paths\n- An elegant and complex mechanical ballet forming a spectacular nebula of components\n- Multiple highly saturated, manga-like hard lights in purple and cyan\n- Carving sharp highlights and deep, inky shadows across polished surfaces\n- Blending icy texture of metal with surreal, chromatic impact\n- Camera deftly shuttles through the process, rotating synchronously with multiple axes\n- Capturing golden luster flashing as brass gears turn\n- Dazzling bright spots reflected on tiny ruby bearings\n- Extreme dynamic tension and surreal industrial aesthetics\n- Time frozen and deconstructed\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. The imagery is consistently dark with limited contrast, making it difficult to discern shapes or textures. Color bleeding and chromatic aberration are evident, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a presentation that feels far from cinematic polish and instead resembles rough, low-fidelity rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While some dark, abstract visuals appear, they do not coherently realize the requested elements such as a clearly identifiable Rolex watch, its components, or a convincing high-speed disintegration sequence. The imagery remains ambiguous and lacks the specific mechanical choreography, lighting design, and narrative progression described in the prompt. Overall, the video does not convincingly map to the intended concept.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical or mechanical logic. The motion and interactions do not follow plausible real-world behavior; the scene reads as abstract and chaotic rather than a believable mechanical process. The depiction fails to convey the precision, timing, and controlled dynamics implied by the prompt, resulting in a fundamentally inconsistent portrayal.\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": 1.2265625,
+ "TA": 1.015625,
+ "MQ": 1.0546875,
+ "Overall": 3.3125
+ }
+ }
+ ],
+ "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\nFirst, let me understand what the text prompt is asking for:\n- A dramatic, Jojo-esque aesthetic\n- A high-speed, constantly rotating macro lens\n- A precision Rolex watch disintegrating mid-air\n- Watch's dial, hands, sapphire crystal, stainless steel case, and hundreds of gears, hairsprings, and microscopic screws\n- Components swirling and diffusing outward along spiral paths\n- An elegant and complex mechanical ballet forming a spectacular nebula of components\n- Multiple highly saturated, manga-like hard lights in purple and cyan\n- Carving sharp highlights and deep, inky shadows across polished surfaces\n- Blending icy texture of metal with surreal, chromatic impact\n- Camera deftly shuttles through the process, rotating synchronously with multiple axes\n- Capturing golden luster flashing as brass gears turn\n- Dazzling bright spots reflected on tiny ruby bearings\n- Extreme dynamic tension and surreal industrial aesthetics\n- Time frozen and deconstructed\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. The imagery is consistently dark with limited contrast, making it difficult to discern shapes or textures. Color bleeding and chromatic aberration are evident, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a presentation that feels far from cinematic polish and instead resembles rough, low-fidelity rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While some dark, abstract visuals appear, they do not coherently realize the requested elements such as a clearly identifiable Rolex watch, its components, or a convincing high-speed disintegration sequence. The imagery remains ambiguous and lacks the specific mechanical choreography, lighting design, and narrative progression described in the prompt. Overall, the video does not convincingly map to the intended concept.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical or mechanical logic. The motion and interactions do not follow plausible real-world behavior; the scene reads as abstract and chaotic rather than a believable mechanical process. The depiction fails to convey the precision, timing, and controlled dynamics implied by the prompt, resulting in a fundamentally inconsistent portrayal.\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-window3/rl_samples/0000884/group_7/index_tensor([8826, 8826])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_7/index_tensor([8826, 8826])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d31dc120b8de424dd659739a7c9d01b0470422c2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_7/index_tensor([8826, 8826])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium, close-up, static shot, shot from a slightly upward angle, captures a professional chef, dressed in a pristine white, double-breasted uniform, standing at a gleaming stainless steel counter. Copper pots and neatly arranged spice racks hang in the background. The middle-aged chef's face is sharply defined, his expression serious, his brow furrowed as he stares intently at the black cast-iron skillet in his hands. With a steady, decisive movement, he pours liquid from a small metal kettle into the pan. Instantly, a bright, incandescent orange flame erupts from the pan. This sudden burst of flame becomes a powerful, dynamic source of light, illuminating his resolute profile, highlighting his high nose bridge and pursed lips, while casting deep, dancing shadows on the wall behind him. The scene, intertwined with the soft overhead lighting of a professional kitchen and the dramatic glow of the flames, creates a tense atmosphere of intense focus, power, and the beauty of culinary artistry.",
+ "seed": 21328,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_7/index_8826_seed_21328_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": 1.453125,
+ "video_score2_ta": 1.0234375,
+ "video_score2_mq": 1.1015625,
+ "video_score2_overall": 3.5625,
+ "avg": 3.578125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium, close-up, static shot, shot from a slightly upward angle, captures a professional chef, dressed in a pristine white, double-breasted uniform, standing at a gleaming stainless steel counter. Copper pots and neatly arranged spice racks hang in the background. The middle-aged chef's face is sharply defined, his expression serious, his brow furrowed as he stares intently at the black cast-iron skillet in his hands. With a steady, decisive movement, he pours liquid from a small metal kettle into the pan. Instantly, a bright, incandescent orange flame erupts from the pan. This sudden burst of flame becomes a powerful, dynamic source of light, illuminating his resolute profile, highlighting his high nose bridge and pursed lips, while casting deep, dancing shadows on the wall behind him. The scene, intertwined with the soft overhead lighting of a professional kitchen and the dramatic glow of the flames, creates a tense atmosphere of intense focus, power, and the beauty of culinary artistry.",
+ "token_credit_reward": 3.5625,
+ "selected_reward": 3.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 medium, close-up, static shot from slightly upward angle\n- A professional chef in pristine white, double-breasted uniform\n- Standing at a gleaming stainless steel counter\n- Background with copper pots and spice racks\n- Chef's face should be sharply defined, serious expression, furrowed brow\n- Chef staring at a black cast-iron skillet in his hands\n- Steady, decisive movement pouring liquid from small metal kettle into pan\n- Bright, incandescent orange flame erupting from the pan\n- Dynamic source of light illuminating the chef's profile\n- High nose bridge and pursed lips highlighted\n- Deep, dancing shadows on the wall behind\n\nNow let me examine the actual video frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and inconsistent lighting across shots. There are frequent distortions and frame-to-frame instability, and the flame effect appears artificial and poorly integrated. The result is a consistently low-quality presentation with limited clarity and coherence.\n\nText-to-Video Alignment Analysis:\nThere is a strong misalignment with the prompt. The video does not depict a chef or a professional kitchen; instead it centers on a fantasy or game-like character in a non-kitchen setting. The attire, props, and environment do not match the described white double-breasted uniform, gleaming counter, or spice racks. The flame sequence lacks the dramatic, controlled culinary context implied by the prompt, appearing more like a random visual artifact than a purposeful cooking action. Overall, the alignment to the requested scenario is essentially incorrect.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits severe inconsistencies with basic physical realism and common-sense expectations. The flame behavior and its interaction with the environment feel artificial and disconnected from plausible cooking dynamics. Lighting, shadows, and object interactions do not follow coherent physical rules, resulting in a lack of believable causality within the scene.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\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": 1.453125,
+ "TA": 1.0234375,
+ "MQ": 1.1015625,
+ "Overall": 3.5625
+ }
+ }
+ ],
+ "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 medium, close-up, static shot from slightly upward angle\n- A professional chef in pristine white, double-breasted uniform\n- Standing at a gleaming stainless steel counter\n- Background with copper pots and spice racks\n- Chef's face should be sharply defined, serious expression, furrowed brow\n- Chef staring at a black cast-iron skillet in his hands\n- Steady, decisive movement pouring liquid from small metal kettle into pan\n- Bright, incandescent orange flame erupting from the pan\n- Dynamic source of light illuminating the chef's profile\n- High nose bridge and pursed lips highlighted\n- Deep, dancing shadows on the wall behind\n\nNow let me examine the actual video frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and inconsistent lighting across shots. There are frequent distortions and frame-to-frame instability, and the flame effect appears artificial and poorly integrated. The result is a consistently low-quality presentation with limited clarity and coherence.\n\nText-to-Video Alignment Analysis:\nThere is a strong misalignment with the prompt. The video does not depict a chef or a professional kitchen; instead it centers on a fantasy or game-like character in a non-kitchen setting. The attire, props, and environment do not match the described white double-breasted uniform, gleaming counter, or spice racks. The flame sequence lacks the dramatic, controlled culinary context implied by the prompt, appearing more like a random visual artifact than a purposeful cooking action. Overall, the alignment to the requested scenario is essentially incorrect.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits severe inconsistencies with basic physical realism and common-sense expectations. The flame behavior and its interaction with the environment feel artificial and disconnected from plausible cooking dynamics. Lighting, shadows, and object interactions do not follow coherent physical rules, resulting in a lack of believable causality within the scene.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 21329,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_7/index_8826_seed_21329_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": 1.2578125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0390625,
+ "video_score2_overall": 3.3125,
+ "avg": 3.3046875,
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+ "question": "medium, close-up, static shot, shot from a slightly upward angle, captures a professional chef, dressed in a pristine white, double-breasted uniform, standing at a gleaming stainless steel counter. Copper pots and neatly arranged spice racks hang in the background. The middle-aged chef's face is sharply defined, his expression serious, his brow furrowed as he stares intently at the black cast-iron skillet in his hands. With a steady, decisive movement, he pours liquid from a small metal kettle into the pan. Instantly, a bright, incandescent orange flame erupts from the pan. This sudden burst of flame becomes a powerful, dynamic source of light, illuminating his resolute profile, highlighting his high nose bridge and pursed lips, while casting deep, dancing shadows on the wall behind him. The scene, intertwined with the soft overhead lighting of a professional kitchen and the dramatic glow of the flames, creates a tense atmosphere of intense focus, power, and the beauty of culinary artistry.",
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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 medium, close-up, static shot from slightly upward angle\n- A professional chef in pristine white, double-breasted uniform\n- Standing at a gleaming stainless steel counter\n- Background with copper pots and spice racks\n- Chef's face should be sharply defined, serious expression, furrowed brow\n- Chef staring at black cast-iron skillet in his hands\n- Steady, decisive movement pouring liquid from small metal kettle\n- Bright, incandescent orange flame erupting from the pan\n- Dynamic source of light illuminating the chef's profile\n- High nose bridge and pursed lips highlighted\n- Deep, dancing shadows on the wall behind\n- Professional kitchen setting with overhead lighting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color distortions that render details indistinguishable. The resolution is insufficient to convey texture or realism, and the imagery often appears smeared or blocky. Lighting and contrast are inconsistent, further diminishing clarity. In short, the video presents a near-minimal level of visual fidelity, making it impossible to reliably interpret the scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a chef, a kitchen counter, a cooking action, or any of the specified elements (white double-breasted uniform, gleaming stainless steel counter, copper pots, spice racks, flame dynamics, or chef profile). Instead, the content centers on a stylized or abstract representation that bears little to no relation to the described scenario. The result is a complete mismatch between the prompt and the visual content.\n\nPhysical/Common-sense Consistency:\nThe visuals show pronounced inconsistencies with basic physical plausibility. The imagery lacks coherent spatial relationships, realistic object interactions, or believable lighting behavior. The scene does not adhere to common-sense expectations for a kitchen environment or a cooking demonstration, resulting in a lack of physical coherence.\n\nOverall assessment:\nAll three dimensions reflect severe deficiencies in fidelity, alignment, and physical consistency, indicating a fundamentally flawed generation.\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": 1.2578125,
+ "TA": 1.0078125,
+ "MQ": 1.0390625,
+ "Overall": 3.3125
+ }
+ }
+ ],
+ "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\nFirst, let me understand what the text prompt is asking for:\n- A medium, close-up, static shot from slightly upward angle\n- A professional chef in pristine white, double-breasted uniform\n- Standing at a gleaming stainless steel counter\n- Background with copper pots and spice racks\n- Chef's face should be sharply defined, serious expression, furrowed brow\n- Chef staring at black cast-iron skillet in his hands\n- Steady, decisive movement pouring liquid from small metal kettle\n- Bright, incandescent orange flame erupting from the pan\n- Dynamic source of light illuminating the chef's profile\n- High nose bridge and pursed lips highlighted\n- Deep, dancing shadows on the wall behind\n- Professional kitchen setting with overhead lighting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color distortions that render details indistinguishable. The resolution is insufficient to convey texture or realism, and the imagery often appears smeared or blocky. Lighting and contrast are inconsistent, further diminishing clarity. In short, the video presents a near-minimal level of visual fidelity, making it impossible to reliably interpret the scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a chef, a kitchen counter, a cooking action, or any of the specified elements (white double-breasted uniform, gleaming stainless steel counter, copper pots, spice racks, flame dynamics, or chef profile). Instead, the content centers on a stylized or abstract representation that bears little to no relation to the described scenario. The result is a complete mismatch between the prompt and the visual content.\n\nPhysical/Common-sense Consistency:\nThe visuals show pronounced inconsistencies with basic physical plausibility. The imagery lacks coherent spatial relationships, realistic object interactions, or believable lighting behavior. The scene does not adhere to common-sense expectations for a kitchen environment or a cooking demonstration, resulting in a lack of physical coherence.\n\nOverall assessment:\nAll three dimensions reflect severe deficiencies in fidelity, alignment, and physical consistency, indicating a fundamentally flawed generation.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "medium, close-up, static shot, shot from a slightly upward angle, captures a professional chef, dressed in a pristine white, double-breasted uniform, standing at a gleaming stainless steel counter. Copper pots and neatly arranged spice racks hang in the background. The middle-aged chef's face is sharply defined, his expression serious, his brow furrowed as he stares intently at the black cast-iron skillet in his hands. With a steady, decisive movement, he pours liquid from a small metal kettle into the pan. Instantly, a bright, incandescent orange flame erupts from the pan. This sudden burst of flame becomes a powerful, dynamic source of light, illuminating his resolute profile, highlighting his high nose bridge and pursed lips, while casting deep, dancing shadows on the wall behind him. The scene, intertwined with the soft overhead lighting of a professional kitchen and the dramatic glow of the flames, creates a tense atmosphere of intense focus, power, and the beauty of culinary artistry.",
+ "seed": 21330,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_7/index_8826_seed_21330_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": 1.2109375,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.0234375,
+ "video_score2_overall": 3.25,
+ "avg": 3.234375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium, close-up, static shot, shot from a slightly upward angle, captures a professional chef, dressed in a pristine white, double-breasted uniform, standing at a gleaming stainless steel counter. Copper pots and neatly arranged spice racks hang in the background. The middle-aged chef's face is sharply defined, his expression serious, his brow furrowed as he stares intently at the black cast-iron skillet in his hands. With a steady, decisive movement, he pours liquid from a small metal kettle into the pan. Instantly, a bright, incandescent orange flame erupts from the pan. This sudden burst of flame becomes a powerful, dynamic source of light, illuminating his resolute profile, highlighting his high nose bridge and pursed lips, while casting deep, dancing shadows on the wall behind him. The scene, intertwined with the soft overhead lighting of a professional kitchen and the dramatic glow of the flames, creates a tense atmosphere of intense focus, power, and the beauty of culinary artistry.",
+ "token_credit_reward": 3.25,
+ "selected_reward": 3.25,
+ "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. 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 medium, close-up, static shot from slightly upward angle\n- A professional chef in pristine white, double-breasted uniform\n- Standing at a gleaming stainless steel counter\n- Background with copper pots and spice racks\n- Chef's face should be sharply defined, serious expression, furrowed brow\n- Chef holding a black cast-iron skillet\n- Steady, decisive movement pouring liquid from small metal kettle\n- Bright, incandescent orange flame erupting from the pan\n- Dynamic source of light illuminating the chef's profile\n- High nose bridge and pursed lips highlighted\n- Deep, dancing shadows on the wall behind\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. The resolution is extremely low, with heavy compression artifacts, color bleeding, and pervasive digital noise. Details are indistinct, and the overall image quality is so poor that identifying objects or actions is not feasible. The sequence appears unstable due to distortions, and the scene cannot be interpreted reliably.\n\nText-to-Video Alignment Analysis:\nBecause the video is so degraded, none of the specific elements described in the prompt can be verified in the footage. There is no discernible chef, no kitchen setting, no cooking action, and no flame. The alignment between the prompt and the actual video content is effectively non-existent.\n\nPhysical/Common-sense Consistency:\nWith the lack of identifiable content, there is no basis to assess physical realism or common-sense coherence. The frames do not provide any credible depiction of a kitchen scene or cooking activity, so any evaluation of physical consistency is not possible.\n\nOverall assessment:\nThe video exhibits extreme visual degradation that prevents meaningful evaluation across all three dimensions.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "Overall": 3.25
+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- A medium, close-up, static shot from slightly upward angle\n- A professional chef in pristine white, double-breasted uniform\n- Standing at a gleaming stainless steel counter\n- Background with copper pots and spice racks\n- Chef's face should be sharply defined, serious expression, furrowed brow\n- Chef holding a black cast-iron skillet\n- Steady, decisive movement pouring liquid from small metal kettle\n- Bright, incandescent orange flame erupting from the pan\n- Dynamic source of light illuminating the chef's profile\n- High nose bridge and pursed lips highlighted\n- Deep, dancing shadows on the wall behind\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. The resolution is extremely low, with heavy compression artifacts, color bleeding, and pervasive digital noise. Details are indistinct, and the overall image quality is so poor that identifying objects or actions is not feasible. The sequence appears unstable due to distortions, and the scene cannot be interpreted reliably.\n\nText-to-Video Alignment Analysis:\nBecause the video is so degraded, none of the specific elements described in the prompt can be verified in the footage. There is no discernible chef, no kitchen setting, no cooking action, and no flame. The alignment between the prompt and the actual video content is effectively non-existent.\n\nPhysical/Common-sense Consistency:\nWith the lack of identifiable content, there is no basis to assess physical realism or common-sense coherence. The frames do not provide any credible depiction of a kitchen scene or cooking activity, so any evaluation of physical consistency is not possible.\n\nOverall assessment:\nThe video exhibits extreme visual degradation that prevents meaningful evaluation across all three dimensions.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "medium, close-up, static shot, shot from a slightly upward angle, captures a professional chef, dressed in a pristine white, double-breasted uniform, standing at a gleaming stainless steel counter. Copper pots and neatly arranged spice racks hang in the background. The middle-aged chef's face is sharply defined, his expression serious, his brow furrowed as he stares intently at the black cast-iron skillet in his hands. With a steady, decisive movement, he pours liquid from a small metal kettle into the pan. Instantly, a bright, incandescent orange flame erupts from the pan. This sudden burst of flame becomes a powerful, dynamic source of light, illuminating his resolute profile, highlighting his high nose bridge and pursed lips, while casting deep, dancing shadows on the wall behind him. The scene, intertwined with the soft overhead lighting of a professional kitchen and the dramatic glow of the flames, creates a tense atmosphere of intense focus, power, and the beauty of culinary artistry.",
+ "seed": 21331,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_7/index_8826_seed_21331_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "avg": 3.609375,
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+ "question": "medium, close-up, static shot, shot from a slightly upward angle, captures a professional chef, dressed in a pristine white, double-breasted uniform, standing at a gleaming stainless steel counter. Copper pots and neatly arranged spice racks hang in the background. The middle-aged chef's face is sharply defined, his expression serious, his brow furrowed as he stares intently at the black cast-iron skillet in his hands. With a steady, decisive movement, he pours liquid from a small metal kettle into the pan. Instantly, a bright, incandescent orange flame erupts from the pan. This sudden burst of flame becomes a powerful, dynamic source of light, illuminating his resolute profile, highlighting his high nose bridge and pursed lips, while casting deep, dancing shadows on the wall behind him. The scene, intertwined with the soft overhead lighting of a professional kitchen and the dramatic glow of the flames, creates a tense atmosphere of intense focus, power, and the beauty of culinary artistry.",
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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 a medium close-up, static shot from a slightly upward angle featuring a professional chef in a pristine white double-breasted uniform, standing at a gleaming stainless steel counter, with copper pots and spice racks in the background, and a dramatic kitchen scene with a bright orange flame erupting from a black cast iron skillet. In the actual video, none of these key elements are present. There is no visible chef, no stainless steel counter, no spice racks, and no clearly identifiable kitchen environment. The scene instead shows abstract or distorted imagery with flames appearing in later frames, lacking any coherent narrative or realistic depiction of the described setup.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The imagery is consistently blurry and pixelated, with heavy compression artifacts and color distortions that obscure details. The resolution is very low, and there is noticeable frame-to-frame instability. The overall presentation is chaotic and lacks clarity, making it impossible to discern meaningful content or structure. Based on these characteristics, Visual Quality is rated 1.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the video content. None of the specified elements — the chef, uniform, kitchen setting, cooking actions, or flame dynamics — are represented in the footage. The video consists of abstract, distorted imagery that does not reflect the described scene, resulting in a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe abstract, chaotic visuals do not support any plausible physical interaction or common-sense interpretation. There is no coherent sequence of cooking actions, no recognizable kitchen environment, and no consistent lighting or spatial relationships. The result is a lack of physical plausibility, corresponding to a score of 1.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\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": 1.375,
+ "TA": 1.015625,
+ "MQ": 1.21875,
+ "Overall": 3.609375
+ }
+ }
+ ],
+ "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 close-up, static shot from a slightly upward angle featuring a professional chef in a pristine white double-breasted uniform, standing at a gleaming stainless steel counter, with copper pots and spice racks in the background, and a dramatic kitchen scene with a bright orange flame erupting from a black cast iron skillet. In the actual video, none of these key elements are present. There is no visible chef, no stainless steel counter, no spice racks, and no clearly identifiable kitchen environment. The scene instead shows abstract or distorted imagery with flames appearing in later frames, lacking any coherent narrative or realistic depiction of the described setup.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The imagery is consistently blurry and pixelated, with heavy compression artifacts and color distortions that obscure details. The resolution is very low, and there is noticeable frame-to-frame instability. The overall presentation is chaotic and lacks clarity, making it impossible to discern meaningful content or structure. Based on these characteristics, Visual Quality is rated 1.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the video content. None of the specified elements — the chef, uniform, kitchen setting, cooking actions, or flame dynamics — are represented in the footage. The video consists of abstract, distorted imagery that does not reflect the described scene, resulting in a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe abstract, chaotic visuals do not support any plausible physical interaction or common-sense interpretation. There is no coherent sequence of cooking actions, no recognizable kitchen environment, and no consistent lighting or spatial relationships. The result is a lack of physical plausibility, corresponding to a score of 1.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\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-window3/rl_samples/0000884/group_8/index_tensor([9674, 9674])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_8/index_tensor([9674, 9674])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..35510eced0ba6322c4282dfb5337ec30ca0df0b5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_8/index_tensor([9674, 9674])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 21173,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_8/index_9674_seed_21173_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": 1.078125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.109375,
+ "avg": 3.1015625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The camera maintains a perfectly static macro close-up, immersing the viewer in a beautifully lit freshwater aquarium. A single, vibrant neon quartet becomes the sole focal point, its body a marvel of miniature design. An electric, iridescent blue stripe stretches from eye level to its adipose fin, glowing intensely under the soft, diffused overhead LED lighting. Below this, a fiery red stripe stretches across its hindquarters, creating a striking contrast. Propelled by the nearly invisible rapid beats of its translucent pectoral and caudal fins, the fish glides forward smoothly and deliberately through the crystal-clear water. As it approaches the foreground, its small black eyes fixate, its tiny mouth slightly open. The background dissolves into a soft, dreamlike landscape of lush, deep-green aquatic plants and a dark, fine-grained substrate, through which gently corrosive light patterns dance. The fish's movements culminate as its tiny mouth tenderly and precisely touches the perfectly smooth, invisible glass wall in a silent, subtle greeting, creating a tranquil moment of serene, captivating, and focused focus.",
+ "token_credit_reward": 3.109375,
+ "selected_reward": 3.109375,
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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 perfectly static macro close-up of a freshwater aquarium\n- A single, vibrant neon quartet (fish) as the sole focal point\n- Fish with miniature design, electric iridescent blue stripe from eye level to adipose fin\n- Glowing intensely under soft, diffused overhead LED lighting\n- Fiery red stripe stretching across hindquarters\n- Translucent pectoral and caudal fins propelling forward movement\n- Small black eyes fixing, tiny mouth slightly open\n- Background with lush deep-green aquatic plants and dark, fine-grained substrate\n- Corrosive light patterns dancing\n- Fish touching perfectly smooth, invisible glass wall in a silent, subtle greeting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color distortions that obscure details. The scene lacks sharpness and clarity, making it impossible to discern the intended subject or any meaningful features. The result is a consistently low-fidelity presentation with little recoverable detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict a macro close-up of a neon-colored fish in an aquarium; instead they show abstract, indistinct shapes with no recognizable fish anatomy or environmental cues. The requested elements—distinct fish features, lighting nuances, and the specific interaction with the glass wall—are not observable due to the severe degradation. Overall, the video fails to convey the described scene.\n\nPhysical/Common-sense Consistency:\nGiven the lack of discernible content, there is no basis to assess physical realism or common-sense behavior. The frames do not provide enough information to evaluate plausible interactions or dynamics, resulting in a failure to demonstrate consistent physical properties.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\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": {
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+ "TA": 1.0078125,
+ "MQ": 1.015625,
+ "Overall": 3.109375
+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- A perfectly static macro close-up of a freshwater aquarium\n- A single, vibrant neon quartet (fish) as the sole focal point\n- Fish with miniature design, electric iridescent blue stripe from eye level to adipose fin\n- Glowing intensely under soft, diffused overhead LED lighting\n- Fiery red stripe stretching across hindquarters\n- Translucent pectoral and caudal fins propelling forward movement\n- Small black eyes fixing, tiny mouth slightly open\n- Background with lush deep-green aquatic plants and dark, fine-grained substrate\n- Corrosive light patterns dancing\n- Fish touching perfectly smooth, invisible glass wall in a silent, subtle greeting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color distortions that obscure details. The scene lacks sharpness and clarity, making it impossible to discern the intended subject or any meaningful features. The result is a consistently low-fidelity presentation with little recoverable detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict a macro close-up of a neon-colored fish in an aquarium; instead they show abstract, indistinct shapes with no recognizable fish anatomy or environmental cues. The requested elements—distinct fish features, lighting nuances, and the specific interaction with the glass wall—are not observable due to the severe degradation. Overall, the video fails to convey the described scene.\n\nPhysical/Common-sense Consistency:\nGiven the lack of discernible content, there is no basis to assess physical realism or common-sense behavior. The frames do not provide enough information to evaluate plausible interactions or dynamics, resulting in a failure to demonstrate consistent physical properties.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "The camera maintains a perfectly static macro close-up, immersing the viewer in a beautifully lit freshwater aquarium. A single, vibrant neon quartet becomes the sole focal point, its body a marvel of miniature design. An electric, iridescent blue stripe stretches from eye level to its adipose fin, glowing intensely under the soft, diffused overhead LED lighting. Below this, a fiery red stripe stretches across its hindquarters, creating a striking contrast. Propelled by the nearly invisible rapid beats of its translucent pectoral and caudal fins, the fish glides forward smoothly and deliberately through the crystal-clear water. As it approaches the foreground, its small black eyes fixate, its tiny mouth slightly open. The background dissolves into a soft, dreamlike landscape of lush, deep-green aquatic plants and a dark, fine-grained substrate, through which gently corrosive light patterns dance. The fish's movements culminate as its tiny mouth tenderly and precisely touches the perfectly smooth, invisible glass wall in a silent, subtle greeting, creating a tranquil moment of serene, captivating, and focused focus.",
+ "seed": 21174,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_8/index_9674_seed_21174_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": 1.140625,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.046875,
+ "video_score2_overall": 3.203125,
+ "avg": 3.1953125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "The camera maintains a perfectly static macro close-up, immersing the viewer in a beautifully lit freshwater aquarium. A single, vibrant neon quartet becomes the sole focal point, its body a marvel of miniature design. An electric, iridescent blue stripe stretches from eye level to its adipose fin, glowing intensely under the soft, diffused overhead LED lighting. Below this, a fiery red stripe stretches across its hindquarters, creating a striking contrast. Propelled by the nearly invisible rapid beats of its translucent pectoral and caudal fins, the fish glides forward smoothly and deliberately through the crystal-clear water. As it approaches the foreground, its small black eyes fixate, its tiny mouth slightly open. The background dissolves into a soft, dreamlike landscape of lush, deep-green aquatic plants and a dark, fine-grained substrate, through which gently corrosive light patterns dance. The fish's movements culminate as its tiny mouth tenderly and precisely touches the perfectly smooth, invisible glass wall in a silent, subtle greeting, creating a tranquil moment of serene, captivating, and focused focus.",
+ "token_credit_reward": 3.203125,
+ "selected_reward": 3.203125,
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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 perfectly static macro close-up of a freshwater aquarium\n- A single, vibrant neon quartet (fish) as the sole focal point\n- Miniature design with electric, iridescent blue stripe from eye level to adipose fin\n- Glowing intensely under soft, diffused overhead LED lighting\n- Fiery red stripe stretching across hindquarters\n- Translucent pectoral and caudal fins propelling forward movement\n- Small black eyes fixingate, tiny mouth slightly open\n- Background with lush, deep-green aquatic plants and dark, fine-grained substrate\n- Gently corrosive light patterns dancing\n- Fish touching perfectly smooth, invisible glass wall in a silent, subtle greeting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and inconsistent lighting. There is noticeable motion blur and frame-to-frame instability, resulting in a lack of sharpness and coherence. The result is a consistently low-quality rendering that fails to convey a convincing or aesthetically pleasing scene.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While some generic aquarium cues appear, the core elements described—specifically a single neon-quartet fish with the detailed color patterns, precise eye/mouth cues, and the dynamic interaction with the glass wall—are not realized. The video does not capture the intended subject, color scheme, or nuanced motion, indicating a severe misalignment between the prompt and the generated content.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical behavior or common-sense cues matching the described scenario. The scene lacks plausible anatomy, motion, and environmental interactions, and the overall depiction does not reflect believable underwater physics or scene composition.\n\nOverall assessment:\nAll three dimensions show critical deficiencies, with the video failing to meet basic expectations for visual quality, prompt fidelity, and physical 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": {
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+ "TA": 1,
+ "MQ": 1
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+ "Overall": 3.203125
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- A perfectly static macro close-up of a freshwater aquarium\n- A single, vibrant neon quartet (fish) as the sole focal point\n- Miniature design with electric, iridescent blue stripe from eye level to adipose fin\n- Glowing intensely under soft, diffused overhead LED lighting\n- Fiery red stripe stretching across hindquarters\n- Translucent pectoral and caudal fins propelling forward movement\n- Small black eyes fixingate, tiny mouth slightly open\n- Background with lush, deep-green aquatic plants and dark, fine-grained substrate\n- Gently corrosive light patterns dancing\n- Fish touching perfectly smooth, invisible glass wall in a silent, subtle greeting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced pixelation, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and inconsistent lighting. There is noticeable motion blur and frame-to-frame instability, resulting in a lack of sharpness and coherence. The result is a consistently low-quality rendering that fails to convey a convincing or aesthetically pleasing scene.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While some generic aquarium cues appear, the core elements described—specifically a single neon-quartet fish with the detailed color patterns, precise eye/mouth cues, and the dynamic interaction with the glass wall—are not realized. The video does not capture the intended subject, color scheme, or nuanced motion, indicating a severe misalignment between the prompt and the generated content.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical behavior or common-sense cues matching the described scenario. The scene lacks plausible anatomy, motion, and environmental interactions, and the overall depiction does not reflect believable underwater physics or scene composition.\n\nOverall assessment:\nAll three dimensions show critical deficiencies, with the video failing to meet basic expectations for visual quality, prompt fidelity, and physical consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 21175,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_8/index_9674_seed_21175_dp_17_rank_34_sample_2_slot_0.mp4",
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+ "video_score2_overall": 3.1875,
+ "avg": 3.1875,
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+ "question": "The camera maintains a perfectly static macro close-up, immersing the viewer in a beautifully lit freshwater aquarium. A single, vibrant neon quartet becomes the sole focal point, its body a marvel of miniature design. An electric, iridescent blue stripe stretches from eye level to its adipose fin, glowing intensely under the soft, diffused overhead LED lighting. Below this, a fiery red stripe stretches across its hindquarters, creating a striking contrast. Propelled by the nearly invisible rapid beats of its translucent pectoral and caudal fins, the fish glides forward smoothly and deliberately through the crystal-clear water. As it approaches the foreground, its small black eyes fixate, its tiny mouth slightly open. The background dissolves into a soft, dreamlike landscape of lush, deep-green aquatic plants and a dark, fine-grained substrate, through which gently corrosive light patterns dance. The fish's movements culminate as its tiny mouth tenderly and precisely touches the perfectly smooth, invisible glass wall in a silent, subtle greeting, creating a tranquil moment of serene, captivating, and focused focus.",
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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 perfectly static macro close-up of a neon fish in a freshwater aquarium\n- Single, vibrant neon quartet (fish) as focal point\n- Electric, iridescent blue stripe stretching from eye level to adipose fin\n- Glowing intensely under soft, diffused overhead LED lighting\n- Fiery red stripe stretching across hindquarters\n- Translucent pectoral and caudal fins propelling forward movement\n- Small black eyes fixingate, tiny mouth slightly open\n- Background with lush, deep-green aquatic plants and dark substrate\n- Corrosive light patterns dancing\n- Fish touching perfectly smooth, invisible glass wall in a silent, subtle greeting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color banding that obscure details. The resolution is insufficient to resolve basic shapes, and motion appears smeared rather than crisp. Lighting is inconsistent and often clipped, further diminishing legibility. In short, the video fails to deliver a clear or coherent visual representation of the requested scene.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The footage does not clearly depict a neon fish, a macro close-up, or the described color patterns. The intended dynamic movement and interaction with the glass wall are not observable due to the severe degradation. The result is a near-total mismatch between the prompt and the produced video.\n\nPhysical/Common-sense Consistency:\nGiven the lack of discernible anatomy and motion cues, assessing physical realism is not feasible. There are no reliable indicators of plausible swimming behavior, lighting interactions, or environmental dynamics, so any claim about physical consistency would be speculative.\n\nOverall assessment:\nThe video demonstrates critical failures across all three dimensions, with no credible alignment to the prompt and minimal perceptual coherence.\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": 1.125,
+ "TA": 1.015625,
+ "MQ": 1.046875,
+ "Overall": 3.1875
+ }
+ }
+ ],
+ "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\nFirst, let me understand what the text prompt is asking for:\n- A perfectly static macro close-up of a neon fish in a freshwater aquarium\n- Single, vibrant neon quartet (fish) as focal point\n- Electric, iridescent blue stripe stretching from eye level to adipose fin\n- Glowing intensely under soft, diffused overhead LED lighting\n- Fiery red stripe stretching across hindquarters\n- Translucent pectoral and caudal fins propelling forward movement\n- Small black eyes fixingate, tiny mouth slightly open\n- Background with lush, deep-green aquatic plants and dark substrate\n- Corrosive light patterns dancing\n- Fish touching perfectly smooth, invisible glass wall in a silent, subtle greeting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color banding that obscure details. The resolution is insufficient to resolve basic shapes, and motion appears smeared rather than crisp. Lighting is inconsistent and often clipped, further diminishing legibility. In short, the video fails to deliver a clear or coherent visual representation of the requested scene.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The footage does not clearly depict a neon fish, a macro close-up, or the described color patterns. The intended dynamic movement and interaction with the glass wall are not observable due to the severe degradation. The result is a near-total mismatch between the prompt and the produced video.\n\nPhysical/Common-sense Consistency:\nGiven the lack of discernible anatomy and motion cues, assessing physical realism is not feasible. There are no reliable indicators of plausible swimming behavior, lighting interactions, or environmental dynamics, so any claim about physical consistency would be speculative.\n\nOverall assessment:\nThe video demonstrates critical failures across all three dimensions, with no credible alignment to the prompt and minimal perceptual coherence.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "The camera maintains a perfectly static macro close-up, immersing the viewer in a beautifully lit freshwater aquarium. A single, vibrant neon quartet becomes the sole focal point, its body a marvel of miniature design. An electric, iridescent blue stripe stretches from eye level to its adipose fin, glowing intensely under the soft, diffused overhead LED lighting. Below this, a fiery red stripe stretches across its hindquarters, creating a striking contrast. Propelled by the nearly invisible rapid beats of its translucent pectoral and caudal fins, the fish glides forward smoothly and deliberately through the crystal-clear water. As it approaches the foreground, its small black eyes fixate, its tiny mouth slightly open. The background dissolves into a soft, dreamlike landscape of lush, deep-green aquatic plants and a dark, fine-grained substrate, through which gently corrosive light patterns dance. The fish's movements culminate as its tiny mouth tenderly and precisely touches the perfectly smooth, invisible glass wall in a silent, subtle greeting, creating a tranquil moment of serene, captivating, and focused focus.",
+ "seed": 21176,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_8/index_9674_seed_21176_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
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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 perfectly static macro close-up of a freshwater aquarium\n- A single, vibrant neon quartet (fish) as the sole focal point\n- Miniature design with electric, iridescent blue stripe from eye level to adipose fin\n- Glowing intensely under soft, diffused overhead LED lighting\n- Fiery red stripe stretching across hindquarters\n- Translucent pectoral and caudal fins propelling forward movement\n- Small black eyes fixingate, tiny mouth slightly open\n- Background with lush, deep-green aquatic plants and dark, fine-grained substrate\n- Corrosive light patterns dancing\n- Fish touching perfectly smooth, invisible glass wall in a silent, subtle greeting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and noticeable banding. The resolution is insufficient to resolve the subject or scene, and there is little evidence of smooth motion or stable framing. The result is a consistently low-quality presentation that fails to convey a convincing visual experience.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not depict a macro close-up of a freshwater aquarium; instead they resemble a distorted, abstract composition with no identifiable fish or aquarium elements. The requested features—neon-colored stripes, lighting effects, translucent fins, and specific anatomical cues—are absent. The scene lacks the described dynamic movement and the serene, glass-wall interaction, resulting in a complete mismatch between the prompt and the video content.\n\nPhysical/Common-sense Consistency:\nThe visuals are internally inconsistent and physically implausible. The distortions prevent any meaningful assessment of anatomy, motion, or environmental interactions, and the scene does not support plausible physical behavior. Overall, the video fails to maintain basic physical coherence or common-sense expectations.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical Consistency = 1.\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": {
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+ "TA": 1.0078125,
+ "MQ": 1.0859375,
+ "Overall": 3.34375
+ }
+ }
+ ],
+ "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 perfectly static macro close-up of a freshwater aquarium\n- A single, vibrant neon quartet (fish) as the sole focal point\n- Miniature design with electric, iridescent blue stripe from eye level to adipose fin\n- Glowing intensely under soft, diffused overhead LED lighting\n- Fiery red stripe stretching across hindquarters\n- Translucent pectoral and caudal fins propelling forward movement\n- Small black eyes fixingate, tiny mouth slightly open\n- Background with lush, deep-green aquatic plants and dark, fine-grained substrate\n- Corrosive light patterns dancing\n- Fish touching perfectly smooth, invisible glass wall in a silent, subtle greeting\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and noticeable banding. The resolution is insufficient to resolve the subject or scene, and there is little evidence of smooth motion or stable framing. The result is a consistently low-quality presentation that fails to convey a convincing visual experience.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not depict a macro close-up of a freshwater aquarium; instead they resemble a distorted, abstract composition with no identifiable fish or aquarium elements. The requested features—neon-colored stripes, lighting effects, translucent fins, and specific anatomical cues—are absent. The scene lacks the described dynamic movement and the serene, glass-wall interaction, resulting in a complete mismatch between the prompt and the video content.\n\nPhysical/Common-sense Consistency:\nThe visuals are internally inconsistent and physically implausible. The distortions prevent any meaningful assessment of anatomy, motion, or environmental interactions, and the scene does not support plausible physical behavior. Overall, the video fails to maintain basic physical coherence or common-sense expectations.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical Consistency = 1.\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-window3/rl_samples/0000884/group_9/index_tensor([7454, 7454])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_9/index_tensor([7454, 7454])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2a3debacdb1106ce117b55138b210ffccfed335
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_9/index_tensor([7454, 7454])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 20282,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_9/index_7454_seed_20282_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
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+ "video_score2_vq": 1.15625,
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+ "avg": 3.1875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "shot, shot in extreme close-up and slightly from an upward angle, focuses on an old, physical book with a cover. Its design cleverly mimics the look of early e-readers, made of thick, matte cardstock with slightly yellowed edges. The cover features a vibrant, yet slightly faded, retro anime-style illustration with the feel of 1980s hand-painted cels, depicting a young protagonist with a steely gaze and bold hair. Initially, the image remains still, with only a subtle crackling sound. Then, the center of the illustration begins to slowly expand outward with an unnatural, internal tension, as if some invisible force has awakened within the book. This force causes the outlines of the characters in the illustration to distort. Then, unable to withstand the pressure, tiny cracks begin to form on the edges of the cover, which then bursts rapidly and violently, sending shreds of torn paper fibers flying outward. At the same time, as the camera begins a slow and deliberate upward tilt, we are struck by the shock of seeing this force surging from within not simply rupture the cover, but rather forcibly lift the entire center of the cover, where the illustration resides, separating it from the main body of the book and suspending it in mid-air. A dazzling, energetic white light shone through the ruptured illustration, illuminating the surrounding darkness. The entire scene is imbued with the hallmark high-energy tension and dynamic impact of Bones Studio animation, creating a tense and spectacular atmosphere of uncontrolled power and the release of a seal.",
+ "token_credit_reward": 3.1875,
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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\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up shot from slightly upward angle focusing on an old, physical book with a cover\n- The cover should mimic early e-readers with thick, matte cardstock and slightly yellowed edges\n- Should feature a vibrant, slightly faded retro anime-style illustration with 1980s hand-painted cels\n- The illustration should depict a young protagonist with a steely gaze and bold hair\n- The sequence should start with the image remaining still, then center should expand outward with internal tension\n- There should be distortion of character outlines due to some invisible force awakening\n- Tiny cracks should form on edges of cover, then rapid, violent burst with paper fibers flying outward\n- Camera should tilt slowly and deliberately upward\n- Should show force surging from within, lifting center of cover and suspending it in mid-air\n- Should have dazzling, energetic white light through the rupture\n- Should create tense, spectacular atmosphere of uncontrolled power\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the video. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable frame-to-frame instability that disrupts coherence. The imagery often reads as abstract or distorted rather than a faithful rendering of the described scene, making it difficult to discern meaningful content or structure. Overall, the video presents a very poor level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict the requested elements (an old book with a cover, a 1980s anime-style illustration, a central expansion, internal tension, or the dramatic paper-fiber eruption). Instead, the visuals resemble fragmented, noisy imagery with no clear narrative progression or recognizable objects, resulting in a near-total mismatch between the prompt and the video content.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical progression or plausible interaction among elements. The sequence lacks a logical cause-and-effect relationship, and any apparent motion or transformation appears arbitrary and inconsistent with real-world physics. The result is a lack of believable physical behavior or common-sense consistency throughout the video.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "MQ": 1.0234375,
+ "Overall": 3.1875
+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up shot from slightly upward angle focusing on an old, physical book with a cover\n- The cover should mimic early e-readers with thick, matte cardstock and slightly yellowed edges\n- Should feature a vibrant, slightly faded retro anime-style illustration with 1980s hand-painted cels\n- The illustration should depict a young protagonist with a steely gaze and bold hair\n- The sequence should start with the image remaining still, then center should expand outward with internal tension\n- There should be distortion of character outlines due to some invisible force awakening\n- Tiny cracks should form on edges of cover, then rapid, violent burst with paper fibers flying outward\n- Camera should tilt slowly and deliberately upward\n- Should show force surging from within, lifting center of cover and suspending it in mid-air\n- Should have dazzling, energetic white light through the rupture\n- Should create tense, spectacular atmosphere of uncontrolled power\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the video. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable frame-to-frame instability that disrupts coherence. The imagery often reads as abstract or distorted rather than a faithful rendering of the described scene, making it difficult to discern meaningful content or structure. Overall, the video presents a very poor level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict the requested elements (an old book with a cover, a 1980s anime-style illustration, a central expansion, internal tension, or the dramatic paper-fiber eruption). Instead, the visuals resemble fragmented, noisy imagery with no clear narrative progression or recognizable objects, resulting in a near-total mismatch between the prompt and the video content.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical progression or plausible interaction among elements. The sequence lacks a logical cause-and-effect relationship, and any apparent motion or transformation appears arbitrary and inconsistent with real-world physics. The result is a lack of believable physical behavior or common-sense consistency throughout the video.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
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+ "seed": 20283,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_9/index_7454_seed_20283_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "video_score2_overall": 3.15625,
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+ "question": "shot, shot in extreme close-up and slightly from an upward angle, focuses on an old, physical book with a cover. Its design cleverly mimics the look of early e-readers, made of thick, matte cardstock with slightly yellowed edges. The cover features a vibrant, yet slightly faded, retro anime-style illustration with the feel of 1980s hand-painted cels, depicting a young protagonist with a steely gaze and bold hair. Initially, the image remains still, with only a subtle crackling sound. Then, the center of the illustration begins to slowly expand outward with an unnatural, internal tension, as if some invisible force has awakened within the book. This force causes the outlines of the characters in the illustration to distort. Then, unable to withstand the pressure, tiny cracks begin to form on the edges of the cover, which then bursts rapidly and violently, sending shreds of torn paper fibers flying outward. At the same time, as the camera begins a slow and deliberate upward tilt, we are struck by the shock of seeing this force surging from within not simply rupture the cover, but rather forcibly lift the entire center of the cover, where the illustration resides, separating it from the main body of the book and suspending it in mid-air. A dazzling, energetic white light shone through the ruptured illustration, illuminating the surrounding darkness. The entire scene is imbued with the hallmark high-energy tension and dynamic impact of Bones Studio animation, creating a tense and spectacular atmosphere of uncontrolled power and the release of a seal.",
+ "token_credit_reward": 3.15625,
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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 shot in extreme close-up and slightly from an upward angle focusing on an old, physical book with a cover\n- The cover should mimic early e-readers with thick, matte cardstock and slightly yellowed edges\n- Should feature a vibrant, slightly faded retro anime-style illustration with 1980s hand-painted cels\n- The illustration should depict a young protagonist with a steely gaze and bold hair\n- The sequence should show the image remaining still initially\n- Then center of the illustration should slowly expand outward with unnatural internal tension\n- Should show outlines distorting as if some invisible force has awakened\n- Should show tiny cracks forming on edges of cover\n- Should show rapid, violent bursting of the cover\n- Should show shreds of torn paper fibers flying outward\n- Camera should begin slow and deliberate upward tilt\n- Should show force surging from within, lifting center of cover\n- Should show dazzling, energetic white light through the rupture\n- Should create tense and spectacular atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is extremely poor across the video. The frames are consistently low in resolution with pervasive blur and heavy compression artifacts that obscure details. Color bleeding and edge distortions are common, and there is noticeable frame-to-frame instability that disrupts coherence. The imagery often appears smeared or pixelated, making it difficult to discern fine features or any intended artistic nuance. Overall, the video presents a severely degraded visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly realize the described elements (extreme close-up, upward angle, old physical book, thick cardstock texture, yellowed edges, or a distinct 1980s anime aesthetic). The core narrative moments—gradual expansion, internal tension, cracks, and a dramatic rupture—are not convincingly depicted; instead, the visuals resemble abstract, distorted shapes without recognizable content or progression. The result is a near-total misalignment between the prompt and the produced visuals.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical progression or plausible cause-and-effect. The frames do not demonstrate a believable mechanism for how a cover would deform, crack, or separate under internal tension, nor do they convey a consistent lighting or motion logic. The sequence lacks any credible physical consistency, rendering the depiction inconsistent with common-sense expectations.\n\nOverall assessment:\nThe video exhibits severe deficiencies across all three dimensions, with minimal alignment to the requested prompt and no convincing physical realism.\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": {
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+ "TA": 1.0078125,
+ "MQ": 1.03125,
+ "Overall": 3.15625
+ }
+ }
+ ],
+ "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 shot in extreme close-up and slightly from an upward angle focusing on an old, physical book with a cover\n- The cover should mimic early e-readers with thick, matte cardstock and slightly yellowed edges\n- Should feature a vibrant, slightly faded retro anime-style illustration with 1980s hand-painted cels\n- The illustration should depict a young protagonist with a steely gaze and bold hair\n- The sequence should show the image remaining still initially\n- Then center of the illustration should slowly expand outward with unnatural internal tension\n- Should show outlines distorting as if some invisible force has awakened\n- Should show tiny cracks forming on edges of cover\n- Should show rapid, violent bursting of the cover\n- Should show shreds of torn paper fibers flying outward\n- Camera should begin slow and deliberate upward tilt\n- Should show force surging from within, lifting center of cover\n- Should show dazzling, energetic white light through the rupture\n- Should create tense and spectacular atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is extremely poor across the video. The frames are consistently low in resolution with pervasive blur and heavy compression artifacts that obscure details. Color bleeding and edge distortions are common, and there is noticeable frame-to-frame instability that disrupts coherence. The imagery often appears smeared or pixelated, making it difficult to discern fine features or any intended artistic nuance. Overall, the video presents a severely degraded visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly realize the described elements (extreme close-up, upward angle, old physical book, thick cardstock texture, yellowed edges, or a distinct 1980s anime aesthetic). The core narrative moments—gradual expansion, internal tension, cracks, and a dramatic rupture—are not convincingly depicted; instead, the visuals resemble abstract, distorted shapes without recognizable content or progression. The result is a near-total misalignment between the prompt and the produced visuals.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical progression or plausible cause-and-effect. The frames do not demonstrate a believable mechanism for how a cover would deform, crack, or separate under internal tension, nor do they convey a consistent lighting or motion logic. The sequence lacks any credible physical consistency, rendering the depiction inconsistent with common-sense expectations.\n\nOverall assessment:\nThe video exhibits severe deficiencies across all three dimensions, with minimal alignment to the requested prompt and no convincing physical realism.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
+ "prompt": "shot, shot in extreme close-up and slightly from an upward angle, focuses on an old, physical book with a cover. Its design cleverly mimics the look of early e-readers, made of thick, matte cardstock with slightly yellowed edges. The cover features a vibrant, yet slightly faded, retro anime-style illustration with the feel of 1980s hand-painted cels, depicting a young protagonist with a steely gaze and bold hair. Initially, the image remains still, with only a subtle crackling sound. Then, the center of the illustration begins to slowly expand outward with an unnatural, internal tension, as if some invisible force has awakened within the book. This force causes the outlines of the characters in the illustration to distort. Then, unable to withstand the pressure, tiny cracks begin to form on the edges of the cover, which then bursts rapidly and violently, sending shreds of torn paper fibers flying outward. At the same time, as the camera begins a slow and deliberate upward tilt, we are struck by the shock of seeing this force surging from within not simply rupture the cover, but rather forcibly lift the entire center of the cover, where the illustration resides, separating it from the main body of the book and suspending it in mid-air. A dazzling, energetic white light shone through the ruptured illustration, illuminating the surrounding darkness. The entire scene is imbued with the hallmark high-energy tension and dynamic impact of Bones Studio animation, creating a tense and spectacular atmosphere of uncontrolled power and the release of a seal.",
+ "seed": 20284,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_9/index_7454_seed_20284_dp_19_rank_38_sample_2_slot_0.mp4",
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+ "question": "shot, shot in extreme close-up and slightly from an upward angle, focuses on an old, physical book with a cover. Its design cleverly mimics the look of early e-readers, made of thick, matte cardstock with slightly yellowed edges. The cover features a vibrant, yet slightly faded, retro anime-style illustration with the feel of 1980s hand-painted cels, depicting a young protagonist with a steely gaze and bold hair. Initially, the image remains still, with only a subtle crackling sound. Then, the center of the illustration begins to slowly expand outward with an unnatural, internal tension, as if some invisible force has awakened within the book. This force causes the outlines of the characters in the illustration to distort. Then, unable to withstand the pressure, tiny cracks begin to form on the edges of the cover, which then bursts rapidly and violently, sending shreds of torn paper fibers flying outward. At the same time, as the camera begins a slow and deliberate upward tilt, we are struck by the shock of seeing this force surging from within not simply rupture the cover, but rather forcibly lift the entire center of the cover, where the illustration resides, separating it from the main body of the book and suspending it in mid-air. A dazzling, energetic white light shone through the ruptured illustration, illuminating the surrounding darkness. The entire scene is imbued with the hallmark high-energy tension and dynamic impact of Bones Studio animation, creating a tense and spectacular atmosphere of uncontrolled power and the release of a seal.",
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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 shot in extreme close-up and slightly from an upward angle focusing on an old, physical book with a cover\n- The design should mimic early e-readers, made of thick, matte cardstock with slightly yellowed edges\n- Cover features a vibrant, yet slightly faded, retro anime-style illustration with 1980s hand-painted cels feel\n- Depicting a young protagonist with a steely gaze and bold hair\n- Initially still, then center of illustration begins to slowly expand outward with unnatural internal tension\n- Some invisible force has awakened within the book causing outlines to distort\n- Unable to withstand pressure, tiny cracks form on edges of cover, then bursts rapidly and violently\n- Sending shreds of torn paper fibers flying outward\n- Camera begins a slow and deliberate upward tilt\n- Should show force surging from within not simply rupture the cover but rather forcibly lift entire center\n- A dazzling, energetic white light shone through the ruptured illustration, illuminating surrounding darkness\n- High-energy tension and dynamic impact of Bones Studio animation style\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable frame-to-frame instability that disrupts coherence. The imagery often reads as abstract or corrupted rather than a clear, readable scene, making it difficult to discern any meaningful content or structure.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a physical book, a cover, or the described anime-style illustration, nor the dramatic expansion, tearing, or lighting effects. Instead, they present fragmented, distorted visuals that fail to convey the intended narrative or aesthetic.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical progression. The imagery does not follow a logical cause-and-effect relationship; distortions appear random and disconnected from any coherent physical event, resulting in a lack of believable dynamics.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a video that does not meet the specified creative brief.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.125,
+ "TA": 1.0078125,
+ "MQ": 1.0234375,
+ "Overall": 3.15625
+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- A shot in extreme close-up and slightly from an upward angle focusing on an old, physical book with a cover\n- The design should mimic early e-readers, made of thick, matte cardstock with slightly yellowed edges\n- Cover features a vibrant, yet slightly faded, retro anime-style illustration with 1980s hand-painted cels feel\n- Depicting a young protagonist with a steely gaze and bold hair\n- Initially still, then center of illustration begins to slowly expand outward with unnatural internal tension\n- Some invisible force has awakened within the book causing outlines to distort\n- Unable to withstand pressure, tiny cracks form on edges of cover, then bursts rapidly and violently\n- Sending shreds of torn paper fibers flying outward\n- Camera begins a slow and deliberate upward tilt\n- Should show force surging from within not simply rupture the cover but rather forcibly lift entire center\n- A dazzling, energetic white light shone through the ruptured illustration, illuminating surrounding darkness\n- High-energy tension and dynamic impact of Bones Studio animation style\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable frame-to-frame instability that disrupts coherence. The imagery often reads as abstract or corrupted rather than a clear, readable scene, making it difficult to discern any meaningful content or structure.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a physical book, a cover, or the described anime-style illustration, nor the dramatic expansion, tearing, or lighting effects. Instead, they present fragmented, distorted visuals that fail to convey the intended narrative or aesthetic.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical progression. The imagery does not follow a logical cause-and-effect relationship; distortions appear random and disconnected from any coherent physical event, resulting in a lack of believable dynamics.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a video that does not meet the specified creative brief.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 20285,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000884/group_9/index_7454_seed_20285_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": 1.21875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0390625,
+ "video_score2_overall": 3.25,
+ "avg": 3.265625,
+ "reward_records": [
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+ "question": "shot, shot in extreme close-up and slightly from an upward angle, focuses on an old, physical book with a cover. Its design cleverly mimics the look of early e-readers, made of thick, matte cardstock with slightly yellowed edges. The cover features a vibrant, yet slightly faded, retro anime-style illustration with the feel of 1980s hand-painted cels, depicting a young protagonist with a steely gaze and bold hair. Initially, the image remains still, with only a subtle crackling sound. Then, the center of the illustration begins to slowly expand outward with an unnatural, internal tension, as if some invisible force has awakened within the book. This force causes the outlines of the characters in the illustration to distort. Then, unable to withstand the pressure, tiny cracks begin to form on the edges of the cover, which then bursts rapidly and violently, sending shreds of torn paper fibers flying outward. At the same time, as the camera begins a slow and deliberate upward tilt, we are struck by the shock of seeing this force surging from within not simply rupture the cover, but rather forcibly lift the entire center of the cover, where the illustration resides, separating it from the main body of the book and suspending it in mid-air. A dazzling, energetic white light shone through the ruptured illustration, illuminating the surrounding darkness. The entire scene is imbued with the hallmark high-energy tension and dynamic impact of Bones Studio animation, creating a tense and spectacular atmosphere of uncontrolled power and the release of a seal.",
+ "token_credit_reward": 3.25,
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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\nFirst, let me understand what the text prompt is asking for:\n- A shot in extreme close-up and slightly from an upward angle focusing on an old, physical book with a cover\n- The design should mimic early e-readers with thick, matte cardstock and slightly yellowed edges\n- Cover should feature a vibrant, slightly faded retro anime-style illustration with 1980s hand-painted cels\n- Should depict a young protagonist with a steely gaze and bold hair\n- The image should remain still at first, then center should expand outward with internal tension\n- Should show outlines distorting, then tiny cracks forming on edges, then rapid burst of shreds\n- Camera should tilt upward slowly and deliberately\n- Should show force surging from within, lifting center, creating mid-air suspension\n- Should have dazzling white light through the rupture\n- Should be high-energy, tense, and spectacular\n\nNow looking at the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive digital noise that obscure details. Color bleeding and banding are evident, and there is noticeable instability across frames, with blocky textures and jagged edges dominating the scene. The result is a consistently low-fidelity presentation that undermines readability and cinematic potential.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal a book or a cover, nor any of the specified design elements (thick cardstock texture, yellowed edges, or a 1980s anime aesthetic). Instead, the imagery centers on abstract geometric patterns and color distortions, with no discernible narrative or structural coherence to the prompt. The intended dramatic sequence—static opening, progressive distortion, and explosive rupture—is not represented; the visuals fail to convey the described concept.\n\nPhysical/Common-sense Consistency:\nThe visuals do not demonstrate plausible physical behavior. The content lacks coherent objects or interactions, and any apparent transformations appear arbitrary and disconnected from real-world physics. There is no consistent cause-and-effect relationship, and the imagery reads as random artifacts rather than a believable physical event.\n\nOverall assessment:\nThe video exhibits severe deficiencies across all three dimensions, with no meaningful correspondence to the original creative intent.\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": 1.21875,
+ "TA": 1.0078125,
+ "MQ": 1.0390625,
+ "Overall": 3.25
+ }
+ }
+ ],
+ "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 shot in extreme close-up and slightly from an upward angle focusing on an old, physical book with a cover\n- The design should mimic early e-readers with thick, matte cardstock and slightly yellowed edges\n- Cover should feature a vibrant, slightly faded retro anime-style illustration with 1980s hand-painted cels\n- Should depict a young protagonist with a steely gaze and bold hair\n- The image should remain still at first, then center should expand outward with internal tension\n- Should show outlines distorting, then tiny cracks forming on edges, then rapid burst of shreds\n- Camera should tilt upward slowly and deliberately\n- Should show force surging from within, lifting center, creating mid-air suspension\n- Should have dazzling white light through the rupture\n- Should be high-energy, tense, and spectacular\n\nNow looking at the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive digital noise that obscure details. Color bleeding and banding are evident, and there is noticeable instability across frames, with blocky textures and jagged edges dominating the scene. The result is a consistently low-fidelity presentation that undermines readability and cinematic potential.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal a book or a cover, nor any of the specified design elements (thick cardstock texture, yellowed edges, or a 1980s anime aesthetic). Instead, the imagery centers on abstract geometric patterns and color distortions, with no discernible narrative or structural coherence to the prompt. The intended dramatic sequence—static opening, progressive distortion, and explosive rupture—is not represented; the visuals fail to convey the described concept.\n\nPhysical/Common-sense Consistency:\nThe visuals do not demonstrate plausible physical behavior. The content lacks coherent objects or interactions, and any apparent transformations appear arbitrary and disconnected from real-world physics. There is no consistent cause-and-effect relationship, and the imagery reads as random artifacts rather than a believable physical event.\n\nOverall assessment:\nThe video exhibits severe deficiencies across all three dimensions, with no meaningful correspondence to the original creative intent.\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