diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_0/index_tensor([2876, 2876])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_0/index_tensor([2876, 2876])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e3b47aa4eba264e9910af600071ceb90832e732
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_0/index_tensor([2876, 2876])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_0/index_2876_seed_14120_dp_0_rank_0_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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a sequence where the camera begins with a low horizon perspective, tilts upward through a twilight sky with a fiery orange-gold horizon, then reveals a city skyline with office windows lighting up as twilight turns to night, followed by a stable wide shot showing the entire city below and the sky above.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the sky gradients. There are no major distortions or artifacts, and color transitions remain smooth, though fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a low horizon, upward tilt, twilight sky with warm tones, a city skyline emerging, and a final wide panorama with illuminated windows. Some minor deviations exist in the exact timing of the tilt and in the density of the skyline, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Lighting, reflections, and perspective are generally plausible, with coherent sky gradients and window illumination. A few subtle inconsistencies in depth cues or reflections may be present, but they do not undermine overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5625,
+ "TA": 3.3125,
+ "MQ": 3.484375,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "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 sequence where the camera begins with a low horizon perspective, tilts upward through a twilight sky with a fiery orange-gold horizon, then reveals a city skyline with office windows lighting up as twilight turns to night, followed by a stable wide shot showing the entire city below and the sky above.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the sky gradients. There are no major distortions or artifacts, and color transitions remain smooth, though fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a low horizon, upward tilt, twilight sky with warm tones, a city skyline emerging, and a final wide panorama with illuminated windows. Some minor deviations exist in the exact timing of the tilt and in the density of the skyline, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Lighting, reflections, and perspective are generally plausible, with coherent sky gradients and window illumination. A few subtle inconsistencies in depth cues or reflections may be present, but they do not undermine overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 14121,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_0/index_2876_seed_14121_dp_0_rank_0_sample_1_slot_1.mp4",
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+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
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+ "question": "Beginning with a low horizon perspective where the water meets the sky, the camera tilts upward in a slow, seamless motion. The frame is initially dominated by the evening sky, a deep indigo at the zenith, transitioning to soft violet and magenta below, before finally burning with a fiery orange-gold afterglow at the horizon. These vibrant colors are reflected on the calm, mirror-like water in the foreground. As the camera steadily ascends, the outline of a majestic city skyline first pierces the horizon, the spires and glass facades of modern skyscrapers coming into view, reflecting the sky's final magical glow. Then, a dense jungle of steel, glass, and concrete is fully revealed. Countless office windows begin to illuminate with warm yellow lights, scattered like stars across the building facades, creating a stark contrast against the dark glass. Finally, the camera stabilizes, forming a grand panoramic picture: below is the entire city shrouded in twilight, with lights just coming on, and light bands formed by traffic flowing silently on the streets, while above is the vast sky with rich colors that is about to be completely swallowed by the night. The whole scene, in a quiet atmosphere of cold colors, reveals an inner vitality and awe-inspiring magnificent beauty of a city about to awaken.",
+ "token_credit_reward": 9.0625,
+ "selected_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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a sequence that begins with a low horizon perspective where the water meets the sky, then tilts upward to reveal a city skyline as the sky transitions from deep indigo to soft violet to magenta to fiery orange-gold. Water reflections and the gradual reveal of the cityscape are central to the narrative, culminating in a grand panoramic view of the city at twilight with lights on and light bands from traffic, set against a vast sky.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, but there are noticeable limitations: some frames exhibit mild blur or compression artifacts, and color grading can feel slightly oversaturated or inconsistent across shots. Reflections exist but are not always perfectly aligned with lighting cues, and a few frames show minor distortions in building geometry. The sequence remains coherent and the composition is readable, but it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low horizon perspective, a gradual upward tilt, a city skyline emerging over time, and a twilight palette with water reflections. The progression from water to sky and the reveal of the skyline are well represented, and the lighting progression from dusk to night is evident. Some minor deviations occur in color transitions and timing, but they do not substantially detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible lighting and perspective, with believable water reflections and a coherent sky gradient. However, there are occasional inconsistencies: reflections may not perfectly track lighting changes, and a few architectural details appear slightly distorted or exaggerated. The overall coherence remains intact, but the scene does not achieve full physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.765625,
+ "TA": 3.015625,
+ "MQ": 3.28125,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "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 sequence that begins with a low horizon perspective where the water meets the sky, then tilts upward to reveal a city skyline as the sky transitions from deep indigo to soft violet to magenta to fiery orange-gold. Water reflections and the gradual reveal of the cityscape are central to the narrative, culminating in a grand panoramic view of the city at twilight with lights on and light bands from traffic, set against a vast sky.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, but there are noticeable limitations: some frames exhibit mild blur or compression artifacts, and color grading can feel slightly oversaturated or inconsistent across shots. Reflections exist but are not always perfectly aligned with lighting cues, and a few frames show minor distortions in building geometry. The sequence remains coherent and the composition is readable, but it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low horizon perspective, a gradual upward tilt, a city skyline emerging over time, and a twilight palette with water reflections. The progression from water to sky and the reveal of the skyline are well represented, and the lighting progression from dusk to night is evident. Some minor deviations occur in color transitions and timing, but they do not substantially detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible lighting and perspective, with believable water reflections and a coherent sky gradient. However, there are occasional inconsistencies: reflections may not perfectly track lighting changes, and a few architectural details appear slightly distorted or exaggerated. The overall coherence remains intact, but the scene does not achieve full physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 14122,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_0/index_2876_seed_14122_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_overall": 9.5,
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+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where the camera begins with a low horizon perspective, tilts upward through a sunset palette, and then reveals a city skyline with lights emerging as night falls. The video captures several elements of this concept but does not fully realize the full dynamic progression described.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, with a consistent twilight color palette. There are no major artifacts or distortions, and lighting remains stable across frames. However, the sequence lacks strong motion cues and depth progression; the frames feel relatively static rather than conveying a pronounced camera movement, which limits the perceived quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes recognizable elements such as a city skyline, water reflections, and warm window lights, but the key dynamic aspects—specifically the initial low-horizon tilt and the gradual reveal of the cityscape—are not convincingly realized. The progression toward a grand panoramic view is only partially achieved, resulting in a mid-level alignment overall.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Lighting, reflections, and architectural proportions appear plausible, and there are no obvious violations of physics. Yet the scene does not strongly convey the intended narrative dynamics or atmospheric transitions, leaving some gaps between the described scenario and what is depicted.\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": 3.4375,
+ "TA": 2.84375,
+ "MQ": 3.203125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where the camera begins with a low horizon perspective, tilts upward through a sunset palette, and then reveals a city skyline with lights emerging as night falls. The video captures several elements of this concept but does not fully realize the full dynamic progression described.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, with a consistent twilight color palette. There are no major artifacts or distortions, and lighting remains stable across frames. However, the sequence lacks strong motion cues and depth progression; the frames feel relatively static rather than conveying a pronounced camera movement, which limits the perceived quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes recognizable elements such as a city skyline, water reflections, and warm window lights, but the key dynamic aspects—specifically the initial low-horizon tilt and the gradual reveal of the cityscape—are not convincingly realized. The progression toward a grand panoramic view is only partially achieved, resulting in a mid-level alignment overall.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Lighting, reflections, and architectural proportions appear plausible, and there are no obvious violations of physics. Yet the scene does not strongly convey the intended narrative dynamics or atmospheric transitions, leaving some gaps between the described scenario and what is depicted.\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": "Beginning with a low horizon perspective where the water meets the sky, the camera tilts upward in a slow, seamless motion. The frame is initially dominated by the evening sky, a deep indigo at the zenith, transitioning to soft violet and magenta below, before finally burning with a fiery orange-gold afterglow at the horizon. These vibrant colors are reflected on the calm, mirror-like water in the foreground. As the camera steadily ascends, the outline of a majestic city skyline first pierces the horizon, the spires and glass facades of modern skyscrapers coming into view, reflecting the sky's final magical glow. Then, a dense jungle of steel, glass, and concrete is fully revealed. Countless office windows begin to illuminate with warm yellow lights, scattered like stars across the building facades, creating a stark contrast against the dark glass. Finally, the camera stabilizes, forming a grand panoramic picture: below is the entire city shrouded in twilight, with lights just coming on, and light bands formed by traffic flowing silently on the streets, while above is the vast sky with rich colors that is about to be completely swallowed by the night. The whole scene, in a quiet atmosphere of cold colors, reveals an inner vitality and awe-inspiring magnificent beauty of a city about to awaken.",
+ "seed": 14123,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_0/index_2876_seed_14123_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.59375,
+ "video_score2_ta": 2.90625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.5625,
+ "avg": 8.546875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Beginning with a low horizon perspective where the water meets the sky, the camera tilts upward in a slow, seamless motion. The frame is initially dominated by the evening sky, a deep indigo at the zenith, transitioning to soft violet and magenta below, before finally burning with a fiery orange-gold afterglow at the horizon. These vibrant colors are reflected on the calm, mirror-like water in the foreground. As the camera steadily ascends, the outline of a majestic city skyline first pierces the horizon, the spires and glass facades of modern skyscrapers coming into view, reflecting the sky's final magical glow. Then, a dense jungle of steel, glass, and concrete is fully revealed. Countless office windows begin to illuminate with warm yellow lights, scattered like stars across the building facades, creating a stark contrast against the dark glass. Finally, the camera stabilizes, forming a grand panoramic picture: below is the entire city shrouded in twilight, with lights just coming on, and light bands formed by traffic flowing silently on the streets, while above is the vast sky with rich colors that is about to be completely swallowed by the night. The whole scene, in a quiet atmosphere of cold colors, reveals an inner vitality and awe-inspiring magnificent beauty of a city about to awaken.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where the camera begins with a low horizon perspective, tilts upward through a sunset palette, and gradually reveals a city skyline with lights turning on as twilight gives way to night. The video captures several elements of this concept but does not fully realize the dramatic progression or the density of detail implied by the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, with some softness and occasional compression artifacts. The color grading yields a pleasant twilight mood, but fine architectural details remain underdefined and some textures appear blurred. Reflections on the water exist but are not consistently sharp, and a few frames exhibit minor stability issues. In sum, the visuals convey the intended atmosphere without achieving high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the essential elements—water, sky, and a city skyline with illuminated windows—but the progression described in the prompt (a gradual ascent from horizon to a broad panorama with dynamic lighting changes) is not strongly realized. The color transitions and the density of urban features do not fully match the vivid, transformative narrative suggested by the prompt, resulting in a partial rather than complete alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Lighting, reflections, and perspective are generally plausible, and there are no glaring violations of basic physics. However, some depth cues and scale relationships feel slightly off, and the transition from horizon to skyline lacks the dramatic dynamism implied by the prompt. Overall, the scene remains believable but not highly convincing in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.59375,
+ "TA": 2.90625,
+ "MQ": 3.046875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where the camera begins with a low horizon perspective, tilts upward through a sunset palette, and gradually reveals a city skyline with lights turning on as twilight gives way to night. The video captures several elements of this concept but does not fully realize the dramatic progression or the density of detail implied by the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, with some softness and occasional compression artifacts. The color grading yields a pleasant twilight mood, but fine architectural details remain underdefined and some textures appear blurred. Reflections on the water exist but are not consistently sharp, and a few frames exhibit minor stability issues. In sum, the visuals convey the intended atmosphere without achieving high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the essential elements—water, sky, and a city skyline with illuminated windows—but the progression described in the prompt (a gradual ascent from horizon to a broad panorama with dynamic lighting changes) is not strongly realized. The color transitions and the density of urban features do not fully match the vivid, transformative narrative suggested by the prompt, resulting in a partial rather than complete alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Lighting, reflections, and perspective are generally plausible, and there are no glaring violations of basic physics. However, some depth cues and scale relationships feel slightly off, and the transition from horizon to skyline lacks the dramatic dynamism implied by the prompt. Overall, the scene remains believable but not highly convincing in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_10/index_tensor([4667, 4667])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_10/index_tensor([4667, 4667])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5aa7d1ab4b26ca37cbae0da4704537612ffb1fd1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_10/index_tensor([4667, 4667])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "stunning macro close-up, captured in the style of high-speed photography, focuses on the metal nozzle of a stainless steel watering can, its surface marked with minute scratches and a few dried water stains. A powerful stream of water erupts from its fine orifice, instantly freezing in mid-air. Each individual droplet is imbued with life, stretched into elliptical or even longer streamlines in mid-air, resembling a group of runners sprinting in a fierce race, each maintaining a tiny distance between them, creating a dynamic trajectory. Bright, sharp side lighting precisely outlines the droplets, creating diamond-like highlights on their surface. Light penetrates their crystal-clear interior, refracting tiny specks of light, while the metal nozzle takes on a cool, metallic sheen. A soft, out-of-focus blur of greenery in the background provides a tranquil backdrop to this explosive moment. The entire image is imbued with breathtaking dynamism and tension, capturing the instantaneous energy of the water droplets with artistic beauty, showcasing the breathtaking vitality of the microscopic world.",
+ "seed": 24408,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_10/index_4667_seed_24408_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.125,
+ "video_score2_ta": 1.5546875,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 7.6875,
+ "avg": 7.6953125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "stunning macro close-up, captured in the style of high-speed photography, focuses on the metal nozzle of a stainless steel watering can, its surface marked with minute scratches and a few dried water stains. A powerful stream of water erupts from its fine orifice, instantly freezing in mid-air. Each individual droplet is imbued with life, stretched into elliptical or even longer streamlines in mid-air, resembling a group of runners sprinting in a fierce race, each maintaining a tiny distance between them, creating a dynamic trajectory. Bright, sharp side lighting precisely outlines the droplets, creating diamond-like highlights on their surface. Light penetrates their crystal-clear interior, refracting tiny specks of light, while the metal nozzle takes on a cool, metallic sheen. A soft, out-of-focus blur of greenery in the background provides a tranquil backdrop to this explosive moment. The entire image is imbued with breathtaking dynamism and tension, capturing the instantaneous energy of the water droplets with artistic beauty, showcasing the breathtaking vitality of the microscopic world.",
+ "token_credit_reward": 7.6875,
+ "selected_reward": 7.6875,
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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 high-speed macro shot focusing on a metal nozzle of a stainless steel watering can, with a powerful stream erupting from a fine orifice that freezes mid-air, droplets stretched into elongated shapes, bright side lighting, and a soft green background. The video does not fully realize these elements; the core concept is only partially represented, resulting in a moderate misalignment with the prompt.\n\nVisual Quality Analysis:\nThe frames show decent clarity and consistent lighting, but the overall visual quality is moderate rather than exceptional. There are no obvious artifacts, yet the imagery lacks the level of polish and dynamic range implied by a top-tier macro capture. Overall, Visual Quality aligns with a mid-range assessment (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures some aspects of the prompt—close-up framing, visible metal surface, and a green background—yet the central dynamic sequence (powerful eruption, mid-air freeze, droplet stretching, and racing motion) is not convincingly realized. Alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency:\nSurface reflections and material appearance are plausible, and the scene maintains basic physical plausibility. However, the expected dramatic fluid dynamics and mid-air behavior are underrepresented, yielding a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 1.5546875,
+ "MQ": 3.015625,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "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 high-speed macro shot focusing on a metal nozzle of a stainless steel watering can, with a powerful stream erupting from a fine orifice that freezes mid-air, droplets stretched into elongated shapes, bright side lighting, and a soft green background. The video does not fully realize these elements; the core concept is only partially represented, resulting in a moderate misalignment with the prompt.\n\nVisual Quality Analysis:\nThe frames show decent clarity and consistent lighting, but the overall visual quality is moderate rather than exceptional. There are no obvious artifacts, yet the imagery lacks the level of polish and dynamic range implied by a top-tier macro capture. Overall, Visual Quality aligns with a mid-range assessment (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures some aspects of the prompt—close-up framing, visible metal surface, and a green background—yet the central dynamic sequence (powerful eruption, mid-air freeze, droplet stretching, and racing motion) is not convincingly realized. Alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency:\nSurface reflections and material appearance are plausible, and the scene maintains basic physical plausibility. However, the expected dramatic fluid dynamics and mid-air behavior are underrepresented, yielding a moderate level of common-sense 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": "stunning macro close-up, captured in the style of high-speed photography, focuses on the metal nozzle of a stainless steel watering can, its surface marked with minute scratches and a few dried water stains. A powerful stream of water erupts from its fine orifice, instantly freezing in mid-air. Each individual droplet is imbued with life, stretched into elliptical or even longer streamlines in mid-air, resembling a group of runners sprinting in a fierce race, each maintaining a tiny distance between them, creating a dynamic trajectory. Bright, sharp side lighting precisely outlines the droplets, creating diamond-like highlights on their surface. Light penetrates their crystal-clear interior, refracting tiny specks of light, while the metal nozzle takes on a cool, metallic sheen. A soft, out-of-focus blur of greenery in the background provides a tranquil backdrop to this explosive moment. The entire image is imbued with breathtaking dynamism and tension, capturing the instantaneous energy of the water droplets with artistic beauty, showcasing the breathtaking vitality of the microscopic world.",
+ "seed": 24409,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_10/index_4667_seed_24409_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.375,
+ "video_score2_ta": 1.90625,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.25,
+ "avg": 8.25,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "stunning macro close-up, captured in the style of high-speed photography, focuses on the metal nozzle of a stainless steel watering can, its surface marked with minute scratches and a few dried water stains. A powerful stream of water erupts from its fine orifice, instantly freezing in mid-air. Each individual droplet is imbued with life, stretched into elliptical or even longer streamlines in mid-air, resembling a group of runners sprinting in a fierce race, each maintaining a tiny distance between them, creating a dynamic trajectory. Bright, sharp side lighting precisely outlines the droplets, creating diamond-like highlights on their surface. Light penetrates their crystal-clear interior, refracting tiny specks of light, while the metal nozzle takes on a cool, metallic sheen. A soft, out-of-focus blur of greenery in the background provides a tranquil backdrop to this explosive moment. The entire image is imbued with breathtaking dynamism and tension, capturing the instantaneous energy of the water droplets with artistic beauty, showcasing the breathtaking vitality of the microscopic world.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up captured in high-speed photography, focusing on a metal nozzle of a stainless steel watering can with minute scratches and dried water stains. A powerful stream erupts from the orifice, freezes mid-air, and droplets stretch into elongated shapes with bright, sharp side lighting and diamond-like highlights. The scene should convey dynamic motion, tension, and the vitality of the microscopic world.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show reasonable sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting that prevent a higher score. The sequence remains coherent across frames, though it does not reach the highest-fidelity visuals.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited. While the video includes a close-up of a metallic surface and visible droplets, several key elements from the description are not convincingly realized: the high-speed, frozen-in-mid-air dynamics are not clearly demonstrated, and the described interaction between droplets (maintaining tiny distances) is not evident. The overall alignment is weak, reflecting notable gaps between the textual vision and what is depicted.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: water flows from a nozzle, droplets form and fall under gravity, and the metallic surface shows expected reflections. There are no obvious violations of basic physics, and the material properties appear consistent with real-world expectations. Overall, physical consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "MQ": 2.96875,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 stunning macro close-up captured in high-speed photography, focusing on a metal nozzle of a stainless steel watering can with minute scratches and dried water stains. A powerful stream erupts from the orifice, freezes mid-air, and droplets stretch into elongated shapes with bright, sharp side lighting and diamond-like highlights. The scene should convey dynamic motion, tension, and the vitality of the microscopic world.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show reasonable sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting that prevent a higher score. The sequence remains coherent across frames, though it does not reach the highest-fidelity visuals.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited. While the video includes a close-up of a metallic surface and visible droplets, several key elements from the description are not convincingly realized: the high-speed, frozen-in-mid-air dynamics are not clearly demonstrated, and the described interaction between droplets (maintaining tiny distances) is not evident. The overall alignment is weak, reflecting notable gaps between the textual vision and what is depicted.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: water flows from a nozzle, droplets form and fall under gravity, and the metallic surface shows expected reflections. There are no obvious violations of basic physics, and the material properties appear consistent with real-world expectations. Overall, physical consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "stunning macro close-up, captured in the style of high-speed photography, focuses on the metal nozzle of a stainless steel watering can, its surface marked with minute scratches and a few dried water stains. A powerful stream of water erupts from its fine orifice, instantly freezing in mid-air. Each individual droplet is imbued with life, stretched into elliptical or even longer streamlines in mid-air, resembling a group of runners sprinting in a fierce race, each maintaining a tiny distance between them, creating a dynamic trajectory. Bright, sharp side lighting precisely outlines the droplets, creating diamond-like highlights on their surface. Light penetrates their crystal-clear interior, refracting tiny specks of light, while the metal nozzle takes on a cool, metallic sheen. A soft, out-of-focus blur of greenery in the background provides a tranquil backdrop to this explosive moment. The entire image is imbued with breathtaking dynamism and tension, capturing the instantaneous energy of the water droplets with artistic beauty, showcasing the breathtaking vitality of the microscopic world.",
+ "seed": 24410,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_10/index_4667_seed_24410_dp_21_rank_42_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.546875,
+ "video_score2_ta": 2.234375,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.875,
+ "avg": 8.84375,
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+ "question": "stunning macro close-up, captured in the style of high-speed photography, focuses on the metal nozzle of a stainless steel watering can, its surface marked with minute scratches and a few dried water stains. A powerful stream of water erupts from its fine orifice, instantly freezing in mid-air. Each individual droplet is imbued with life, stretched into elliptical or even longer streamlines in mid-air, resembling a group of runners sprinting in a fierce race, each maintaining a tiny distance between them, creating a dynamic trajectory. Bright, sharp side lighting precisely outlines the droplets, creating diamond-like highlights on their surface. Light penetrates their crystal-clear interior, refracting tiny specks of light, while the metal nozzle takes on a cool, metallic sheen. A soft, out-of-focus blur of greenery in the background provides a tranquil backdrop to this explosive moment. The entire image is imbued with breathtaking dynamism and tension, capturing the instantaneous energy of the water droplets with artistic beauty, showcasing the breathtaking vitality of the microscopic world.",
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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 stunning macro close-up captured in high-speed photography, focusing on a metal nozzle of a stainless steel watering can with minute scratches and dried water stains. A powerful stream erupts from the orifice, droplets freeze mid-air, stretch into elliptical shapes, and move like runners in a race with precise spacing. Bright, sharp side lighting outlines the droplets, creating diamond-like highlights, while light penetrates their crystal-clear interiors and the metal nozzle reflects a cool, metallic sheen. A soft, out-of-focus green backdrop provides a tranquil setting for this explosive moment, emphasizing dynamism and tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations: the motion appears relatively static across frames, with limited variation in droplet positions and trajectories, which reduces the perceived dynamism. The imagery remains reasonably sharp and well-lit, yet it does not reach the level of high-speed photographic finesse implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a macro close-up of a metal nozzle and visible water flow with some surface texture, and the lighting is adequate. However, key elements described in the prompt—especially the dramatic high-speed dynamics, the mid-air droplet stretching and racing behavior, and the precise diamond-like highlights—are not convincingly realized. The result captures basic aspects of the scene but misses the intended explosive, kinetic energy and intricate visual details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed water flow and nozzle interaction appear plausible, with coherent lighting and material appearance. Yet the expected dramatic mid-air deformation and velocity-based interactions are not convincingly demonstrated, leaving some gaps between the depicted physics and the vivid, kinetic description in the prompt.\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": 3.546875,
+ "TA": 2.234375,
+ "MQ": 3.0625,
+ "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 stunning macro close-up captured in high-speed photography, focusing on a metal nozzle of a stainless steel watering can with minute scratches and dried water stains. A powerful stream erupts from the orifice, droplets freeze mid-air, stretch into elliptical shapes, and move like runners in a race with precise spacing. Bright, sharp side lighting outlines the droplets, creating diamond-like highlights, while light penetrates their crystal-clear interiors and the metal nozzle reflects a cool, metallic sheen. A soft, out-of-focus green backdrop provides a tranquil setting for this explosive moment, emphasizing dynamism and tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations: the motion appears relatively static across frames, with limited variation in droplet positions and trajectories, which reduces the perceived dynamism. The imagery remains reasonably sharp and well-lit, yet it does not reach the level of high-speed photographic finesse implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a macro close-up of a metal nozzle and visible water flow with some surface texture, and the lighting is adequate. However, key elements described in the prompt—especially the dramatic high-speed dynamics, the mid-air droplet stretching and racing behavior, and the precise diamond-like highlights—are not convincingly realized. The result captures basic aspects of the scene but misses the intended explosive, kinetic energy and intricate visual details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed water flow and nozzle interaction appear plausible, with coherent lighting and material appearance. Yet the expected dramatic mid-air deformation and velocity-based interactions are not convincingly demonstrated, leaving some gaps between the depicted physics and the vivid, kinetic description in the prompt.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "stunning macro close-up, captured in the style of high-speed photography, focuses on the metal nozzle of a stainless steel watering can, its surface marked with minute scratches and a few dried water stains. A powerful stream of water erupts from its fine orifice, instantly freezing in mid-air. Each individual droplet is imbued with life, stretched into elliptical or even longer streamlines in mid-air, resembling a group of runners sprinting in a fierce race, each maintaining a tiny distance between them, creating a dynamic trajectory. Bright, sharp side lighting precisely outlines the droplets, creating diamond-like highlights on their surface. Light penetrates their crystal-clear interior, refracting tiny specks of light, while the metal nozzle takes on a cool, metallic sheen. A soft, out-of-focus blur of greenery in the background provides a tranquil backdrop to this explosive moment. The entire image is imbued with breathtaking dynamism and tension, capturing the instantaneous energy of the water droplets with artistic beauty, showcasing the breathtaking vitality of the microscopic world.",
+ "seed": 24411,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_10/index_4667_seed_24411_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.703125,
+ "video_score2_ta": 1.7734375,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.5625,
+ "avg": 8.5859375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "stunning macro close-up, captured in the style of high-speed photography, focuses on the metal nozzle of a stainless steel watering can, its surface marked with minute scratches and a few dried water stains. A powerful stream of water erupts from its fine orifice, instantly freezing in mid-air. Each individual droplet is imbued with life, stretched into elliptical or even longer streamlines in mid-air, resembling a group of runners sprinting in a fierce race, each maintaining a tiny distance between them, creating a dynamic trajectory. Bright, sharp side lighting precisely outlines the droplets, creating diamond-like highlights on their surface. Light penetrates their crystal-clear interior, refracting tiny specks of light, while the metal nozzle takes on a cool, metallic sheen. A soft, out-of-focus blur of greenery in the background provides a tranquil backdrop to this explosive moment. The entire image is imbued with breathtaking dynamism and tension, capturing the instantaneous energy of the water droplets with artistic beauty, showcasing the breathtaking vitality of the microscopic world.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up captured in high-speed photography focusing on a metal nozzle of a stainless steel watering can. It envisions a powerful stream erupting from a fine orifice, droplets stretching into elongated shapes in mid-air, bright side lighting, and a dynamic, almost explosive moment against a softly blurred green backdrop. In practice, the video presents a plausible close-up of a metallic nozzle with flowing water and a blurred background, but it does not realize the dramatic, high-speed dynamics described. The core elements exist, yet the intended explosive energy and precise motion are not convincingly conveyed.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the metallic surface with reflections. The background blur is appropriate, and the water flow is discernible. However, the sequence reads as relatively static with limited variation across frames, resulting in only moderate visual impact. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt-relevant aspects such as a macro close-up, visible metal nozzle, and flowing water with a blurred green background. Yet the essential dynamic features—powerful eruption, mid-air stretching of droplets, bright side lighting, and an explosive, racing motion—are not realized. Alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency:\nWater behavior appears physically plausible: the nozzle geometry and flow look reasonable, and the background remains consistent. The lack of the described dramatic dynamics means the scene does not fully exploit the implied physics, but there are no obvious physical inconsistencies. Overall, Physical Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 1.7734375,
+ "MQ": 3.109375,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up captured in high-speed photography focusing on a metal nozzle of a stainless steel watering can. It envisions a powerful stream erupting from a fine orifice, droplets stretching into elongated shapes in mid-air, bright side lighting, and a dynamic, almost explosive moment against a softly blurred green backdrop. In practice, the video presents a plausible close-up of a metallic nozzle with flowing water and a blurred background, but it does not realize the dramatic, high-speed dynamics described. The core elements exist, yet the intended explosive energy and precise motion are not convincingly conveyed.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the metallic surface with reflections. The background blur is appropriate, and the water flow is discernible. However, the sequence reads as relatively static with limited variation across frames, resulting in only moderate visual impact. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt-relevant aspects such as a macro close-up, visible metal nozzle, and flowing water with a blurred green background. Yet the essential dynamic features—powerful eruption, mid-air stretching of droplets, bright side lighting, and an explosive, racing motion—are not realized. Alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency:\nWater behavior appears physically plausible: the nozzle geometry and flow look reasonable, and the background remains consistent. The lack of the described dramatic dynamics means the scene does not fully exploit the implied physics, but there are no obvious physical inconsistencies. Overall, Physical Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_13/index_tensor([4191, 4191])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_13/index_tensor([4191, 4191])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c15e348b06bb9bfa5d93b0d3f218054b3d0c2e1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_13/index_tensor([4191, 4191])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, shot from a level angle, pans slowly to the right, following an elderly Asian man. He is clad in a traditional white silk Tai Chi suit, his silvery hair neatly tied back. Deep wrinkles etch the quiet of age. Amidst the thick morning mist, he slowly practices Tai Chi, his arms moving in a steady, deliberate rhythm, one hand rising, the other gently lowering, as if parting the mist before him. The entire scene is a high-contrast black and white image, the soft, diffused morning light filtering through the mist, delicately capturing not only his relaxed posture but also the flowing folds and textures of the silk garment. In the background, the silhouettes of several ancient trees loom through the mist, creating an atmosphere of tranquility, concentration, and timeless poetry.",
+ "seed": 19793,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_13/index_4191_seed_19793_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": 3.734375,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.8125,
+ "avg": 9.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a level angle, pans slowly to the right, following an elderly Asian man. He is clad in a traditional white silk Tai Chi suit, his silvery hair neatly tied back. Deep wrinkles etch the quiet of age. Amidst the thick morning mist, he slowly practices Tai Chi, his arms moving in a steady, deliberate rhythm, one hand rising, the other gently lowering, as if parting the mist before him. The entire scene is a high-contrast black and white image, the soft, diffused morning light filtering through the mist, delicately capturing not only his relaxed posture but also the flowing folds and textures of the silk garment. In the background, the silhouettes of several ancient trees loom through the mist, creating an atmosphere of tranquility, concentration, and timeless poetry.",
+ "token_credit_reward": 9.8125,
+ "selected_reward": 9.8125,
+ "frame_importance": [
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+ 0.31831175088882446
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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 shot from a level angle with a slow rightward pan following an elderly Asian man in a white silk Tai Chi suit, with silvery hair, deep wrinkles, and a misty morning setting where he practices Tai Chi. The scene is intended to be high-contrast black and white with soft, diffused morning light filtering through the mist, and silhouettes of ancient trees in the background to convey tranquility and timeless poetry.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with no major distortions or artifacts. However, the sequence exhibits limited motion between frames, giving a somewhat static feel that reduces perceived dynamism. The imagery remains coherent and reasonably sharp, but it does not reach high-fidelity or highly dynamic presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the essential elements—an elderly man in a white silk-like garment performing a gentle, deliberate movement in a misty outdoor setting with a level camera and a slow rightward pan. However, the scene diverges from the requested high-contrast black-and-white aesthetic, presenting a color-toned palette, which lowers fidelity to the original artistic direction. The overall mood and composition align with the prompt’s intent, but the color treatment and some stylistic details reduce exact correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is strong (score 4). The subject’s proportions, clothing drape, and arm movements appear natural and plausible within the misty environment. Lighting, shadows, and environmental interactions are coherent, supporting believable physics and common-sense behavior throughout the sequence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 2.875,
+ "MQ": 3.1875,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a level angle with a slow rightward pan following an elderly Asian man in a white silk Tai Chi suit, with silvery hair, deep wrinkles, and a misty morning setting where he practices Tai Chi. The scene is intended to be high-contrast black and white with soft, diffused morning light filtering through the mist, and silhouettes of ancient trees in the background to convey tranquility and timeless poetry.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with no major distortions or artifacts. However, the sequence exhibits limited motion between frames, giving a somewhat static feel that reduces perceived dynamism. The imagery remains coherent and reasonably sharp, but it does not reach high-fidelity or highly dynamic presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the essential elements—an elderly man in a white silk-like garment performing a gentle, deliberate movement in a misty outdoor setting with a level camera and a slow rightward pan. However, the scene diverges from the requested high-contrast black-and-white aesthetic, presenting a color-toned palette, which lowers fidelity to the original artistic direction. The overall mood and composition align with the prompt’s intent, but the color treatment and some stylistic details reduce exact correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is strong (score 4). The subject’s proportions, clothing drape, and arm movements appear natural and plausible within the misty environment. Lighting, shadows, and environmental interactions are coherent, supporting believable physics and common-sense behavior throughout the sequence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 19794,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_13/index_4191_seed_19794_dp_26_rank_52_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.640625,
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+ "video_score2_overall": 9.5625,
+ "avg": 9.53125,
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+ "question": "medium shot, shot from a level angle, pans slowly to the right, following an elderly Asian man. He is clad in a traditional white silk Tai Chi suit, his silvery hair neatly tied back. Deep wrinkles etch the quiet of age. Amidst the thick morning mist, he slowly practices Tai Chi, his arms moving in a steady, deliberate rhythm, one hand rising, the other gently lowering, as if parting the mist before him. The entire scene is a high-contrast black and white image, the soft, diffused morning light filtering through the mist, delicately capturing not only his relaxed posture but also the flowing folds and textures of the silk garment. In the background, the silhouettes of several ancient trees loom through the mist, creating an atmosphere of tranquility, concentration, and timeless poetry.",
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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 shot from a level angle with a slow rightward pan following an elderly Asian man in a white silk Tai Chi suit, with silvery hair, deep wrinkles, and a misty morning setting where he practices Tai Chi. The scene is intended to be high-contrast black and white, with soft, diffused morning light and silhouettes of ancient trees in the background to convey tranquility and timeless poetry.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with no major distortions or artifacts. However, the sequence lacks the high-contrast black-and-white aesthetic and the pronounced mist described in the prompt, which reduces fidelity to the intended artistic vision. The motion appears reasonably smooth across frames, though a full assessment of temporal coherence would require watching the video rather than analyzing stills.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the core subject—an elderly man in a white garment performing a gentle movement—but misses several key prompt elements such as the black-and-white high-contrast look, the explicit slow rightward pan, and the atmospheric mist and tree silhouettes. The overall mood and aesthetic do not fully align with the poetic description, resulting in a partial match.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The movements appear plausible and the interaction with the environment seems coherent, with no obvious anatomical or physical inconsistencies. The scene remains believable, but it does not strongly emphasize the atmospheric and stylistic cues that would elevate it toward 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": 3.640625,
+ "TA": 2.78125,
+ "MQ": 3.109375,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a level angle with a slow rightward pan following an elderly Asian man in a white silk Tai Chi suit, with silvery hair, deep wrinkles, and a misty morning setting where he practices Tai Chi. The scene is intended to be high-contrast black and white, with soft, diffused morning light and silhouettes of ancient trees in the background to convey tranquility and timeless poetry.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with no major distortions or artifacts. However, the sequence lacks the high-contrast black-and-white aesthetic and the pronounced mist described in the prompt, which reduces fidelity to the intended artistic vision. The motion appears reasonably smooth across frames, though a full assessment of temporal coherence would require watching the video rather than analyzing stills.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the core subject—an elderly man in a white garment performing a gentle movement—but misses several key prompt elements such as the black-and-white high-contrast look, the explicit slow rightward pan, and the atmospheric mist and tree silhouettes. The overall mood and aesthetic do not fully align with the poetic description, resulting in a partial match.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The movements appear plausible and the interaction with the environment seems coherent, with no obvious anatomical or physical inconsistencies. The scene remains believable, but it does not strongly emphasize the atmospheric and stylistic cues that would elevate it toward 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": "medium shot, shot from a level angle, pans slowly to the right, following an elderly Asian man. He is clad in a traditional white silk Tai Chi suit, his silvery hair neatly tied back. Deep wrinkles etch the quiet of age. Amidst the thick morning mist, he slowly practices Tai Chi, his arms moving in a steady, deliberate rhythm, one hand rising, the other gently lowering, as if parting the mist before him. The entire scene is a high-contrast black and white image, the soft, diffused morning light filtering through the mist, delicately capturing not only his relaxed posture but also the flowing folds and textures of the silk garment. In the background, the silhouettes of several ancient trees loom through the mist, creating an atmosphere of tranquility, concentration, and timeless poetry.",
+ "seed": 19795,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_13/index_4191_seed_19795_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.765625,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.5,
+ "avg": 8.515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a level angle, pans slowly to the right, following an elderly Asian man. He is clad in a traditional white silk Tai Chi suit, his silvery hair neatly tied back. Deep wrinkles etch the quiet of age. Amidst the thick morning mist, he slowly practices Tai Chi, his arms moving in a steady, deliberate rhythm, one hand rising, the other gently lowering, as if parting the mist before him. The entire scene is a high-contrast black and white image, the soft, diffused morning light filtering through the mist, delicately capturing not only his relaxed posture but also the flowing folds and textures of the silk garment. In the background, the silhouettes of several ancient trees loom through the mist, creating an atmosphere of tranquility, concentration, and timeless poetry.",
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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 shot from a level angle with a slow rightward pan following an elderly Asian man in a white silk Tai Chi suit, with silvery hair, deep wrinkles, and a misty morning setting where he practices Tai Chi. The scene is intended to be high-contrast black and white with soft, diffused morning light and silhouettes of ancient trees in the background to convey tranquility and timeless poetry.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with no major distortions or artifacts. However, there is some mild softness and occasional minor noise that prevent a higher-fidelity look. The sequence remains coherent across frames, supporting a mid-range evaluation rather than an excellent one.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures the general subject and setting (elderly man, white clothing, outdoor misty environment), but several key prompt elements are not realized: the footage is in color rather than the requested black-and-white high contrast, and the specific motion described (a slow rightward pan) is not clearly demonstrated. While the scene conveys a similar mood and activity, important prompt details are missing, resulting in a moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The subject’s proportions, clothing drape, and interaction with the mist appear plausible, and the outdoor environment feels coherent. There may be subtle inconsistencies in motion timing or depth cues, but nothing glaring that breaks believability. Overall, the scene maintains reasonable physical realism without strong deviations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.71875,
+ "MQ": 3.03125,
+ "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 medium shot from a level angle with a slow rightward pan following an elderly Asian man in a white silk Tai Chi suit, with silvery hair, deep wrinkles, and a misty morning setting where he practices Tai Chi. The scene is intended to be high-contrast black and white with soft, diffused morning light and silhouettes of ancient trees in the background to convey tranquility and timeless poetry.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with no major distortions or artifacts. However, there is some mild softness and occasional minor noise that prevent a higher-fidelity look. The sequence remains coherent across frames, supporting a mid-range evaluation rather than an excellent one.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures the general subject and setting (elderly man, white clothing, outdoor misty environment), but several key prompt elements are not realized: the footage is in color rather than the requested black-and-white high contrast, and the specific motion described (a slow rightward pan) is not clearly demonstrated. While the scene conveys a similar mood and activity, important prompt details are missing, resulting in a moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The subject’s proportions, clothing drape, and interaction with the mist appear plausible, and the outdoor environment feels coherent. There may be subtle inconsistencies in motion timing or depth cues, but nothing glaring that breaks believability. Overall, the scene maintains reasonable physical realism without strong deviations.\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": "medium shot, shot from a level angle, pans slowly to the right, following an elderly Asian man. He is clad in a traditional white silk Tai Chi suit, his silvery hair neatly tied back. Deep wrinkles etch the quiet of age. Amidst the thick morning mist, he slowly practices Tai Chi, his arms moving in a steady, deliberate rhythm, one hand rising, the other gently lowering, as if parting the mist before him. The entire scene is a high-contrast black and white image, the soft, diffused morning light filtering through the mist, delicately capturing not only his relaxed posture but also the flowing folds and textures of the silk garment. In the background, the silhouettes of several ancient trees loom through the mist, creating an atmosphere of tranquility, concentration, and timeless poetry.",
+ "seed": 19796,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_13/index_4191_seed_19796_dp_27_rank_54_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.375,
+ "avg": 8.40625,
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a level angle, pans slowly to the right, following an elderly Asian man. He is clad in a traditional white silk Tai Chi suit, his silvery hair neatly tied back. Deep wrinkles etch the quiet of age. Amidst the thick morning mist, he slowly practices Tai Chi, his arms moving in a steady, deliberate rhythm, one hand rising, the other gently lowering, as if parting the mist before him. The entire scene is a high-contrast black and white image, the soft, diffused morning light filtering through the mist, delicately capturing not only his relaxed posture but also the flowing folds and textures of the silk garment. In the background, the silhouettes of several ancient trees loom through the mist, creating an atmosphere of tranquility, concentration, and timeless poetry.",
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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 shot from a level angle with a slow rightward pan following an elderly Asian man in a white silk Tai Chi suit, with silvery hair tied back, deep wrinkles, and a misty morning atmosphere. The scene is intended to be high-contrast black and white, with soft, diffused morning light and the suggestion of ancient trees in the mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with no major distortions or artifacts. However, the sequence does not fully realize the requested aesthetic: it remains in color rather than black and white, and the contrast is not strongly pronounced. The motion appears reasonably smooth across frames, though a full assessment of temporal coherence would require watching the video.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several core elements such as the elderly man, the white clothing, and the general mood, but key aspects are missing or underrepresented: there is no black-and-white treatment, no visible ancient trees, and the specific misty environment is not clearly depicted. The camera movement is not clearly demonstrated as a slow rightward pan in the static frames, though a pan could be inferred. Overall, the alignment sits in the middle range.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The subject’s proportions and arm movements appear plausible for a gentle martial-arts demonstration, and the clothing drapes naturally. There are no obvious anatomical or motion inconsistencies. The absence of some environmental cues described in the prompt reduces fidelity to the intended scene, but the core physical behavior remains believable.\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": 2.90625,
+ "TA": 2.484375,
+ "MQ": 3.015625,
+ "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 medium shot from a level angle with a slow rightward pan following an elderly Asian man in a white silk Tai Chi suit, with silvery hair tied back, deep wrinkles, and a misty morning atmosphere. The scene is intended to be high-contrast black and white, with soft, diffused morning light and the suggestion of ancient trees in the mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with no major distortions or artifacts. However, the sequence does not fully realize the requested aesthetic: it remains in color rather than black and white, and the contrast is not strongly pronounced. The motion appears reasonably smooth across frames, though a full assessment of temporal coherence would require watching the video.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several core elements such as the elderly man, the white clothing, and the general mood, but key aspects are missing or underrepresented: there is no black-and-white treatment, no visible ancient trees, and the specific misty environment is not clearly depicted. The camera movement is not clearly demonstrated as a slow rightward pan in the static frames, though a pan could be inferred. Overall, the alignment sits in the middle range.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The subject’s proportions and arm movements appear plausible for a gentle martial-arts demonstration, and the clothing drapes naturally. There are no obvious anatomical or motion inconsistencies. The absence of some environmental cues described in the prompt reduces fidelity to the intended scene, but the core physical behavior remains believable.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_14/index_tensor([8003, 8003])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_14/index_tensor([8003, 8003])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7779d9c4014a26fb1dae0458c05b175c8e32cc79
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_14/index_tensor([8003, 8003])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 9070,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_14/index_8003_seed_9070_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 2.234375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.5,
+ "avg": 8.515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium close-up static shot from the bedside focuses on a young woman suddenly awakened in her bedroom late at night. Her long, tousled dark brown hair, strands of it clinging to her pale forehead and cheeks from cold sweat, is jolted from her reclining position by an invisible electric shock, her body snapping up quickly and stiffly. Her loose, gray cotton T-shirt, slightly damp with sweat, clings to her violently heaving chest. A ray of cold moonlight filters through the slits in the Venetian blinds, piercing the darkness, illuminating her eyes, wide with fear, and her lips, slightly parted, emitting rapid, hoarse gasps. Her hands instinctively clutch the wrinkled white sheets beneath her, her knuckles white with the strain. Her gaze darts around the dimly lit room, trying to discern the boundary between reality and dream. The high-contrast lighting and the chilling blue hue create an atmosphere of intense tension, fear, and the disorientation of a moment awakened from a nightmare.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium close-up static shot focusing on a young woman suddenly awakened in her bedroom late at night. It specifies long, tousled dark brown hair, strands clinging to the pale forehead and cheeks from cold sweat, an invisible electric shock that jolts her from reclining, quick and stiff body movement, a gray cotton T-shirt damp with sweat, a ray of cold moonlight through slits in the Venetian blinds, wide eyes of fear, slightly parted lips emitting rapid, hoarse gasps, hands instinctively clutching wrinkled white sheets, knuckles white with strain, gaze darting around the dimly lit room, high contrast lighting and a chilling blue hue creating an atmosphere of intense tension, fear, and disorientation of a moment awakened from a nightmare.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The subject remains well defined and the framing is stable, with no obvious distortions or artifacts. However, the overall polish is moderate rather than cinematic; there may be minor texture softness or compression effects that prevent a higher-end look. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt such as a young woman in bed, a bedroom setting, and a close framing. However, key dramatic moments described in the prompt are not realized in the footage. The absence of an electric shock, rapid movement, and the specific atmospheric cues reduces alignment. The scene remains relatively static and lacks the dynamic tension implied by the prompt. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, posture, and bedding interaction, with no obvious physical implausibilities. Some minor inconsistencies in lighting or motion cues could be noted, but they do not undermine overall coherence. Overall, Physical Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 2.234375,
+ "MQ": 3.078125,
+ "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 low-angle, medium close-up static shot focusing on a young woman suddenly awakened in her bedroom late at night. It specifies long, tousled dark brown hair, strands clinging to the pale forehead and cheeks from cold sweat, an invisible electric shock that jolts her from reclining, quick and stiff body movement, a gray cotton T-shirt damp with sweat, a ray of cold moonlight through slits in the Venetian blinds, wide eyes of fear, slightly parted lips emitting rapid, hoarse gasps, hands instinctively clutching wrinkled white sheets, knuckles white with strain, gaze darting around the dimly lit room, high contrast lighting and a chilling blue hue creating an atmosphere of intense tension, fear, and disorientation of a moment awakened from a nightmare.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The subject remains well defined and the framing is stable, with no obvious distortions or artifacts. However, the overall polish is moderate rather than cinematic; there may be minor texture softness or compression effects that prevent a higher-end look. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt such as a young woman in bed, a bedroom setting, and a close framing. However, key dramatic moments described in the prompt are not realized in the footage. The absence of an electric shock, rapid movement, and the specific atmospheric cues reduces alignment. The scene remains relatively static and lacks the dynamic tension implied by the prompt. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, posture, and bedding interaction, with no obvious physical implausibilities. Some minor inconsistencies in lighting or motion cues could be noted, but they do not undermine overall coherence. Overall, Physical Consistency is mid-range (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": "low-angle, medium close-up static shot from the bedside focuses on a young woman suddenly awakened in her bedroom late at night. Her long, tousled dark brown hair, strands of it clinging to her pale forehead and cheeks from cold sweat, is jolted from her reclining position by an invisible electric shock, her body snapping up quickly and stiffly. Her loose, gray cotton T-shirt, slightly damp with sweat, clings to her violently heaving chest. A ray of cold moonlight filters through the slits in the Venetian blinds, piercing the darkness, illuminating her eyes, wide with fear, and her lips, slightly parted, emitting rapid, hoarse gasps. Her hands instinctively clutch the wrinkled white sheets beneath her, her knuckles white with the strain. Her gaze darts around the dimly lit room, trying to discern the boundary between reality and dream. The high-contrast lighting and the chilling blue hue create an atmosphere of intense tension, fear, and the disorientation of a moment awakened from a nightmare.",
+ "seed": 9071,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_14/index_8003_seed_9071_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.140625,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.125,
+ "avg": 8.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium close-up static shot from the bedside focuses on a young woman suddenly awakened in her bedroom late at night. Her long, tousled dark brown hair, strands of it clinging to her pale forehead and cheeks from cold sweat, is jolted from her reclining position by an invisible electric shock, her body snapping up quickly and stiffly. Her loose, gray cotton T-shirt, slightly damp with sweat, clings to her violently heaving chest. A ray of cold moonlight filters through the slits in the Venetian blinds, piercing the darkness, illuminating her eyes, wide with fear, and her lips, slightly parted, emitting rapid, hoarse gasps. Her hands instinctively clutch the wrinkled white sheets beneath her, her knuckles white with the strain. Her gaze darts around the dimly lit room, trying to discern the boundary between reality and dream. The high-contrast lighting and the chilling blue hue create an atmosphere of intense tension, fear, and the disorientation of a moment awakened from a nightmare.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium close-up static shot focusing on a young woman suddenly awakened in her bedroom late at night. It specifies long, tousled dark brown hair, strands clinging to the pale forehead and cheeks from cold sweat, an invisible electric shock that jolts her from reclining, quick and stiff body movement, a gray cotton T-shirt damp with sweat, a ray of cold moonlight through Venetian blinds, wide-eyed fear, and rapid, hoarse gasps. The scene should show hands clutching wrinkled white sheets with white knuckles, a gaze darting around the dim room, high contrast lighting with a chilling blue hue, and an atmosphere of intense tension and disorientation.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The subject remains well defined and the framing is stable, with no obvious distortions or artifacts. However, the sequence feels relatively static, with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements of the prompt such as a low-angle framing, a young woman, and a bedroom setting with a static composition. However, key dynamic and atmospheric aspects are not realized: there is no visible electric shock, no abrupt awakening motion, and no pronounced fear expression. Lighting is not notably high-contrast, and the blue mood is only subtly suggested. Consequently, alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, posture, and spatial relationships; there are no obvious anatomical or physical inconsistencies. The lack of motion does not introduce any common-sense violations, but it does limit narrative realism. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "MQ": 3.0,
+ "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 low-angle, medium close-up static shot focusing on a young woman suddenly awakened in her bedroom late at night. It specifies long, tousled dark brown hair, strands clinging to the pale forehead and cheeks from cold sweat, an invisible electric shock that jolts her from reclining, quick and stiff body movement, a gray cotton T-shirt damp with sweat, a ray of cold moonlight through Venetian blinds, wide-eyed fear, and rapid, hoarse gasps. The scene should show hands clutching wrinkled white sheets with white knuckles, a gaze darting around the dim room, high contrast lighting with a chilling blue hue, and an atmosphere of intense tension and disorientation.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The subject remains well defined and the framing is stable, with no obvious distortions or artifacts. However, the sequence feels relatively static, with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements of the prompt such as a low-angle framing, a young woman, and a bedroom setting with a static composition. However, key dynamic and atmospheric aspects are not realized: there is no visible electric shock, no abrupt awakening motion, and no pronounced fear expression. Lighting is not notably high-contrast, and the blue mood is only subtly suggested. Consequently, alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, posture, and spatial relationships; there are no obvious anatomical or physical inconsistencies. The lack of motion does not introduce any common-sense violations, but it does limit narrative realism. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 9072,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_14/index_8003_seed_9072_dp_29_rank_58_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.234375,
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+ "video_score2_overall": 7.75,
+ "avg": 7.78125,
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+ "question": "low-angle, medium close-up static shot from the bedside focuses on a young woman suddenly awakened in her bedroom late at night. Her long, tousled dark brown hair, strands of it clinging to her pale forehead and cheeks from cold sweat, is jolted from her reclining position by an invisible electric shock, her body snapping up quickly and stiffly. Her loose, gray cotton T-shirt, slightly damp with sweat, clings to her violently heaving chest. A ray of cold moonlight filters through the slits in the Venetian blinds, piercing the darkness, illuminating her eyes, wide with fear, and her lips, slightly parted, emitting rapid, hoarse gasps. Her hands instinctively clutch the wrinkled white sheets beneath her, her knuckles white with the strain. Her gaze darts around the dimly lit room, trying to discern the boundary between reality and dream. The high-contrast lighting and the chilling blue hue create an atmosphere of intense tension, fear, and the disorientation of a moment awakened from a nightmare.",
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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, medium close-up static shot focusing on a young woman suddenly awakened in her bedroom late at night. It specifies long, tousled dark brown hair, strands clinging to the pale forehead and cheeks due to cold sweat, an invisible electric shock that jolts her from reclining, a quick and stiff body movement, a gray damp cotton T-shirt, a ray of cold moonlight through Venetian blinds, wide-eyed fear, rapid hoarse gasps, hands clutching wrinkled white sheets, white knuckles, darting gaze, and a high-contrast lighting with a chilling blue hue to create intense tension, fear, and disorientation.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate quality. The resolution is adequate but not sharp; there is some softness and mild blur, especially in background areas. Lighting remains consistent across shots with a cool blue tint, and color grading supports the intended mood. There are no major distortions or artifacts, and transitions between frames are smooth. Overall, the visuals are acceptable but not highly crisp or detailed, aligning with a mid-range quality level.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a young woman in bed, a bedroom setting, and a low-angle framing. However, several key dramatic moments described in the prompt are not clearly realized in the footage. The hair appears damp and the lighting conveys a cool atmosphere, and the facial expression reads as distressed. Yet the explicit moment of an electric shock, the rapid body movement, and the hands gripping the sheets are not convincingly depicted. The alignment is therefore partial rather than complete, reflecting a moderate level of correspondence overall.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and spatial relationships, with natural-looking posture and bedding interaction. Some minor inconsistencies exist in how the body responds to the implied event and in the timing of movements, which slightly detracts from full realism. Overall, physical consistency is acceptable but not flawless, corresponding to a mid-level score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.65625,
+ "TA": 2.234375,
+ "MQ": 2.890625,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "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 low-angle, medium close-up static shot focusing on a young woman suddenly awakened in her bedroom late at night. It specifies long, tousled dark brown hair, strands clinging to the pale forehead and cheeks due to cold sweat, an invisible electric shock that jolts her from reclining, a quick and stiff body movement, a gray damp cotton T-shirt, a ray of cold moonlight through Venetian blinds, wide-eyed fear, rapid hoarse gasps, hands clutching wrinkled white sheets, white knuckles, darting gaze, and a high-contrast lighting with a chilling blue hue to create intense tension, fear, and disorientation.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate quality. The resolution is adequate but not sharp; there is some softness and mild blur, especially in background areas. Lighting remains consistent across shots with a cool blue tint, and color grading supports the intended mood. There are no major distortions or artifacts, and transitions between frames are smooth. Overall, the visuals are acceptable but not highly crisp or detailed, aligning with a mid-range quality level.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a young woman in bed, a bedroom setting, and a low-angle framing. However, several key dramatic moments described in the prompt are not clearly realized in the footage. The hair appears damp and the lighting conveys a cool atmosphere, and the facial expression reads as distressed. Yet the explicit moment of an electric shock, the rapid body movement, and the hands gripping the sheets are not convincingly depicted. The alignment is therefore partial rather than complete, reflecting a moderate level of correspondence overall.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and spatial relationships, with natural-looking posture and bedding interaction. Some minor inconsistencies exist in how the body responds to the implied event and in the timing of movements, which slightly detracts from full realism. Overall, physical consistency is acceptable but not flawless, corresponding to a mid-level score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium close-up static shot from the bedside focuses on a young woman suddenly awakened in her bedroom late at night. Her long, tousled dark brown hair, strands of it clinging to her pale forehead and cheeks from cold sweat, is jolted from her reclining position by an invisible electric shock, her body snapping up quickly and stiffly. Her loose, gray cotton T-shirt, slightly damp with sweat, clings to her violently heaving chest. A ray of cold moonlight filters through the slits in the Venetian blinds, piercing the darkness, illuminating her eyes, wide with fear, and her lips, slightly parted, emitting rapid, hoarse gasps. Her hands instinctively clutch the wrinkled white sheets beneath her, her knuckles white with the strain. Her gaze darts around the dimly lit room, trying to discern the boundary between reality and dream. The high-contrast lighting and the chilling blue hue create an atmosphere of intense tension, fear, and the disorientation of a moment awakened from a nightmare.",
+ "seed": 9073,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_14/index_8003_seed_9073_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.84375,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.25,
+ "avg": 8.25,
+ "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 low-angle, medium close-up static shot from the bedside focusing on a young woman suddenly awakened in her bedroom late at night. It specifies long, tousled dark brown hair, strands clinging to the pale forehead and cheeks from cold sweat, an invisible electric shock that jolts her from reclining, her body snapping up quickly and stiffly, a loose gray cotton T-shirt slightly damp with sweat, a ray of cold moonlight filtering through slits in the Venetian blinds, piercing the darkness, illuminating the eyes wide with fear and the lips slightly parted emitting rapid, hoarse gasps, hands instinctively clutching the wrinkled white sheets with white knuckles, and a gaze darting around the dimly lit room trying to discern the boundary between reality and dream. The scene should have high contrast lighting and a chilling blue hue creating an atmosphere of intense tension, fear, and disorientation of a moment awakened from a nightmare.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are acceptable but not outstanding. The resolution is adequate and the subject remains clearly visible, with consistent lighting and color balance. There are no obvious distortions or artifacts, and the framing stays stable. However, the overall polish is moderate rather than cinematic, and some fine details may be underrepresented. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt such as a young woman in bed, a bedroom setting, and a low-angle framing. However, key dramatic moments described in the prompt are not realized in the footage. The awakening sequence, the electric shock, the body jerk, and the rapid, hoarse gasps are not depicted, and the emotional intensity is only partially conveyed. The alignment is therefore moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, posture, and spatial relationships, with no obvious physical implausibilities. Some minor inconsistencies in motion timing or subtle facial expressions may exist, but they do not undermine overall coherence. Overall, Physical Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.46875,
+ "MQ": 2.9375,
+ "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 low-angle, medium close-up static shot from the bedside focusing on a young woman suddenly awakened in her bedroom late at night. It specifies long, tousled dark brown hair, strands clinging to the pale forehead and cheeks from cold sweat, an invisible electric shock that jolts her from reclining, her body snapping up quickly and stiffly, a loose gray cotton T-shirt slightly damp with sweat, a ray of cold moonlight filtering through slits in the Venetian blinds, piercing the darkness, illuminating the eyes wide with fear and the lips slightly parted emitting rapid, hoarse gasps, hands instinctively clutching the wrinkled white sheets with white knuckles, and a gaze darting around the dimly lit room trying to discern the boundary between reality and dream. The scene should have high contrast lighting and a chilling blue hue creating an atmosphere of intense tension, fear, and disorientation of a moment awakened from a nightmare.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are acceptable but not outstanding. The resolution is adequate and the subject remains clearly visible, with consistent lighting and color balance. There are no obvious distortions or artifacts, and the framing stays stable. However, the overall polish is moderate rather than cinematic, and some fine details may be underrepresented. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt such as a young woman in bed, a bedroom setting, and a low-angle framing. However, key dramatic moments described in the prompt are not realized in the footage. The awakening sequence, the electric shock, the body jerk, and the rapid, hoarse gasps are not depicted, and the emotional intensity is only partially conveyed. The alignment is therefore moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, posture, and spatial relationships, with no obvious physical implausibilities. Some minor inconsistencies in motion timing or subtle facial expressions may exist, but they do not undermine overall coherence. Overall, Physical Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_3/index_tensor([5276, 5276])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_3/index_tensor([5276, 5276])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e50de34366d4bd6c4b082d03e1747854bd4fcaf
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_3/index_tensor([5276, 5276])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 18330,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_3/index_5276_seed_18330_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 1.9765625,
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+ "avg": 7.1796875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This dramatic, high-speed slow-motion close-up captures the intricate courtship ritual of two Guangdong South Sea crabs in a captivating and lavish classic cinematic style. The camera, positioned at eye level, executes a nearly imperceptible insertion, heightening the emotional weight of the exchange. They perch on a dark, smooth rock, its surface gleaming with a deep, soft green moss. The pursuer, a larger male crab, possesses a vibrant, iridescent violet on his carapace and fiery red-orange legs. He advances with a steady and cautious demeanor, his eyestalks aligned with his opponent. On his right claw, he meticulously and delicately presents a shimmering, small pearl shell that gleams captivatingly in the light. The second crab, slightly smaller and more subdued in color, maintains a poised demeanor, its posture both shy and expectant. The entire exchange unfolds in exquisite slow motion, emphasizing the subtle, gentle extension of the claws and the almost imperceptible movement of the recipient's body. As the pursuer moves, shimmering droplets of water spray from his carapace in beautiful, suspended arcs. The scene is bathed in dramatic, high-contrast lighting, with a powerful key light piercing the darkness, casting brilliant highlights on their damp carapaces and the shells they provide, creating deep, soft shadows that add to the luxurious cinematic atmosphere. The rich colorful palette and intense attention to micro-movement create a remarkably tender and visually stunning narrative.",
+ "token_credit_reward": 7.1875,
+ "selected_reward": 7.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, high-speed slow-motion close-up of two Guangdong South Sea crabs performing a courtship ritual with specific visual elements (colorful carapaces, a dark mossy rock, a delicate presentation of a pearl-like object, and dynamic water droplets). The video largely follows this concept but does not fully realize all described details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, with some blur and minor artifacts. The crabs remain identifiable, and lighting provides contrast, but there are occasional distortions and slight instability that reduce sharpness. The sequence remains legible, though not pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents two crabs in a close-up, with color variation and a mossy backdrop, and it conveys a slow-motion feel. However, several key prompt elements are underrepresented or missing: the exact courtship actions, the precise handling of the pearl-like object, and the dramatic water spray effects are not clearly depicted. The overall mood and lighting align with the intended atmosphere, but the fidelity to the specific actions and objects is partial.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects plausible crab anatomy and behavior, but there are minor inconsistencies in motion dynamics and environmental interactions that prevent a higher score. No major physical implausibilities are evident, yet some details do not fully conform to real-world expectations.\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": 1.9765625,
+ "TA": 2.3125,
+ "MQ": 2.890625,
+ "Overall": 7.1875
+ }
+ }
+ ],
+ "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 dramatic, high-speed slow-motion close-up of two Guangdong South Sea crabs performing a courtship ritual with specific visual elements (colorful carapaces, a dark mossy rock, a delicate presentation of a pearl-like object, and dynamic water droplets). The video largely follows this concept but does not fully realize all described details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, with some blur and minor artifacts. The crabs remain identifiable, and lighting provides contrast, but there are occasional distortions and slight instability that reduce sharpness. The sequence remains legible, though not pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents two crabs in a close-up, with color variation and a mossy backdrop, and it conveys a slow-motion feel. However, several key prompt elements are underrepresented or missing: the exact courtship actions, the precise handling of the pearl-like object, and the dramatic water spray effects are not clearly depicted. The overall mood and lighting align with the intended atmosphere, but the fidelity to the specific actions and objects is partial.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects plausible crab anatomy and behavior, but there are minor inconsistencies in motion dynamics and environmental interactions that prevent a higher score. No major physical implausibilities are evident, yet some details do not fully conform to real-world expectations.\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": "This dramatic, high-speed slow-motion close-up captures the intricate courtship ritual of two Guangdong South Sea crabs in a captivating and lavish classic cinematic style. The camera, positioned at eye level, executes a nearly imperceptible insertion, heightening the emotional weight of the exchange. They perch on a dark, smooth rock, its surface gleaming with a deep, soft green moss. The pursuer, a larger male crab, possesses a vibrant, iridescent violet on his carapace and fiery red-orange legs. He advances with a steady and cautious demeanor, his eyestalks aligned with his opponent. On his right claw, he meticulously and delicately presents a shimmering, small pearl shell that gleams captivatingly in the light. The second crab, slightly smaller and more subdued in color, maintains a poised demeanor, its posture both shy and expectant. The entire exchange unfolds in exquisite slow motion, emphasizing the subtle, gentle extension of the claws and the almost imperceptible movement of the recipient's body. As the pursuer moves, shimmering droplets of water spray from his carapace in beautiful, suspended arcs. The scene is bathed in dramatic, high-contrast lighting, with a powerful key light piercing the darkness, casting brilliant highlights on their damp carapaces and the shells they provide, creating deep, soft shadows that add to the luxurious cinematic atmosphere. The rich colorful palette and intense attention to micro-movement create a remarkably tender and visually stunning narrative.",
+ "seed": 18331,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_3/index_5276_seed_18331_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
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+ "video_score2_vq": 3.390625,
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+ "video_score2_overall": 8.1875,
+ "avg": 8.15625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "This dramatic, high-speed slow-motion close-up captures the intricate courtship ritual of two Guangdong South Sea crabs in a captivating and lavish classic cinematic style. The camera, positioned at eye level, executes a nearly imperceptible insertion, heightening the emotional weight of the exchange. They perch on a dark, smooth rock, its surface gleaming with a deep, soft green moss. The pursuer, a larger male crab, possesses a vibrant, iridescent violet on his carapace and fiery red-orange legs. He advances with a steady and cautious demeanor, his eyestalks aligned with his opponent. On his right claw, he meticulously and delicately presents a shimmering, small pearl shell that gleams captivatingly in the light. The second crab, slightly smaller and more subdued in color, maintains a poised demeanor, its posture both shy and expectant. The entire exchange unfolds in exquisite slow motion, emphasizing the subtle, gentle extension of the claws and the almost imperceptible movement of the recipient's body. As the pursuer moves, shimmering droplets of water spray from his carapace in beautiful, suspended arcs. The scene is bathed in dramatic, high-contrast lighting, with a powerful key light piercing the darkness, casting brilliant highlights on their damp carapaces and the shells they provide, creating deep, soft shadows that add to the luxurious cinematic atmosphere. The rich colorful palette and intense attention to micro-movement create a remarkably tender and visually stunning narrative.",
+ "token_credit_reward": 8.1875,
+ "selected_reward": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, high-speed slow-motion close-up of two Guangdong South Sea crabs performing a courtship ritual with specific visual elements (color descriptions, positioning, lighting, and atmospheric details). The description remains the same; however, the evaluation below reflects how well the video aligns with it rather than repeating it verbatim.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the crabs, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven color saturation. Lighting is generally adequate, yet not consistently dramatic or high-contrast across all shots. While the crabs remain identifiable and the scene is coherent, the overall polish is not at the level expected for a top-tier production.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). The video presents two crabs in a close-up interaction, which matches the general scenario, but several key prompt elements are not convincingly realized. The specific color cues described (vibrant iridescent violet on the larger crab’s carapace and fiery red-orange legs) are not clearly observed, and the presence of a shimmering pearl shell on the right claw is not evident. The described dramatic lighting and atmospheric mood are only partially achieved, resulting in a notable gap between the textual instructions and the visual execution.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). The anatomy and behavior of the crabs appear plausible, and the interaction seems believable within typical crab physiology. However, some environmental cues and lighting nuances do not fully align with the described setting, leaving minor inconsistencies in context while maintaining overall plausibility.\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": 3.390625,
+ "TA": 1.84375,
+ "MQ": 2.921875,
+ "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 dramatic, high-speed slow-motion close-up of two Guangdong South Sea crabs performing a courtship ritual with specific visual elements (color descriptions, positioning, lighting, and atmospheric details). The description remains the same; however, the evaluation below reflects how well the video aligns with it rather than repeating it verbatim.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the crabs, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven color saturation. Lighting is generally adequate, yet not consistently dramatic or high-contrast across all shots. While the crabs remain identifiable and the scene is coherent, the overall polish is not at the level expected for a top-tier production.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). The video presents two crabs in a close-up interaction, which matches the general scenario, but several key prompt elements are not convincingly realized. The specific color cues described (vibrant iridescent violet on the larger crab’s carapace and fiery red-orange legs) are not clearly observed, and the presence of a shimmering pearl shell on the right claw is not evident. The described dramatic lighting and atmospheric mood are only partially achieved, resulting in a notable gap between the textual instructions and the visual execution.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). The anatomy and behavior of the crabs appear plausible, and the interaction seems believable within typical crab physiology. However, some environmental cues and lighting nuances do not fully align with the described setting, leaving minor inconsistencies in context while maintaining overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 18332,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_3/index_5276_seed_18332_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.140625,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 8.3125,
+ "avg": 8.3125,
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+ "question": "This dramatic, high-speed slow-motion close-up captures the intricate courtship ritual of two Guangdong South Sea crabs in a captivating and lavish classic cinematic style. The camera, positioned at eye level, executes a nearly imperceptible insertion, heightening the emotional weight of the exchange. They perch on a dark, smooth rock, its surface gleaming with a deep, soft green moss. The pursuer, a larger male crab, possesses a vibrant, iridescent violet on his carapace and fiery red-orange legs. He advances with a steady and cautious demeanor, his eyestalks aligned with his opponent. On his right claw, he meticulously and delicately presents a shimmering, small pearl shell that gleams captivatingly in the light. The second crab, slightly smaller and more subdued in color, maintains a poised demeanor, its posture both shy and expectant. The entire exchange unfolds in exquisite slow motion, emphasizing the subtle, gentle extension of the claws and the almost imperceptible movement of the recipient's body. As the pursuer moves, shimmering droplets of water spray from his carapace in beautiful, suspended arcs. The scene is bathed in dramatic, high-contrast lighting, with a powerful key light piercing the darkness, casting brilliant highlights on their damp carapaces and the shells they provide, creating deep, soft shadows that add to the luxurious cinematic atmosphere. The rich colorful palette and intense attention to micro-movement create a remarkably tender and visually stunning narrative.",
+ "token_credit_reward": 8.3125,
+ "selected_reward": 8.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, high-speed slow-motion close-up of two Guangdong South Sea crabs performing a courtship ritual with a dark, smooth rock backdrop and moss-like surfaces. The scene features a larger male crab with a vibrant iridescent violet carapace and fiery red-orange legs, presenting a shimmering small pearl shell to a slightly smaller, more subdued female crab. The sequence emphasizes subtle, gentle movements, dramatic lighting, and a luxurious cinematic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor artifacts that prevent a higher rating. The lighting remains dramatic and the color palette is rich, yet some frames exhibit slight inconsistencies in sharpness and texture, which aligns with a mid-range quality assessment.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two crabs, a close-up framing, a dark rock/moss backdrop, and the described color patterns. However, certain nuanced aspects such as the exact timing of the presented pearl shell and the precise micro-motions are not perfectly synchronized, resulting in a solid but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible crab anatomy and behavior, with believable lighting and environmental interactions. Some minor deviations in micro-motions or environmental details prevent a higher score, though no major physical implausibilities are evident.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 2.140625,
+ "MQ": 3.203125,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, high-speed slow-motion close-up of two Guangdong South Sea crabs performing a courtship ritual with a dark, smooth rock backdrop and moss-like surfaces. The scene features a larger male crab with a vibrant iridescent violet carapace and fiery red-orange legs, presenting a shimmering small pearl shell to a slightly smaller, more subdued female crab. The sequence emphasizes subtle, gentle movements, dramatic lighting, and a luxurious cinematic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor artifacts that prevent a higher rating. The lighting remains dramatic and the color palette is rich, yet some frames exhibit slight inconsistencies in sharpness and texture, which aligns with a mid-range quality assessment.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two crabs, a close-up framing, a dark rock/moss backdrop, and the described color patterns. However, certain nuanced aspects such as the exact timing of the presented pearl shell and the precise micro-motions are not perfectly synchronized, resulting in a solid but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible crab anatomy and behavior, with believable lighting and environmental interactions. Some minor deviations in micro-motions or environmental details prevent a higher score, though no major physical implausibilities are evident.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This dramatic, high-speed slow-motion close-up captures the intricate courtship ritual of two Guangdong South Sea crabs in a captivating and lavish classic cinematic style. The camera, positioned at eye level, executes a nearly imperceptible insertion, heightening the emotional weight of the exchange. They perch on a dark, smooth rock, its surface gleaming with a deep, soft green moss. The pursuer, a larger male crab, possesses a vibrant, iridescent violet on his carapace and fiery red-orange legs. He advances with a steady and cautious demeanor, his eyestalks aligned with his opponent. On his right claw, he meticulously and delicately presents a shimmering, small pearl shell that gleams captivatingly in the light. The second crab, slightly smaller and more subdued in color, maintains a poised demeanor, its posture both shy and expectant. The entire exchange unfolds in exquisite slow motion, emphasizing the subtle, gentle extension of the claws and the almost imperceptible movement of the recipient's body. As the pursuer moves, shimmering droplets of water spray from his carapace in beautiful, suspended arcs. The scene is bathed in dramatic, high-contrast lighting, with a powerful key light piercing the darkness, casting brilliant highlights on their damp carapaces and the shells they provide, creating deep, soft shadows that add to the luxurious cinematic atmosphere. The rich colorful palette and intense attention to micro-movement create a remarkably tender and visually stunning narrative.",
+ "seed": 18333,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_3/index_5276_seed_18333_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.703125,
+ "video_score2_ta": 2.53125,
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+ "video_score2_overall": 8.375,
+ "avg": 8.359375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "This dramatic, high-speed slow-motion close-up captures the intricate courtship ritual of two Guangdong South Sea crabs in a captivating and lavish classic cinematic style. The camera, positioned at eye level, executes a nearly imperceptible insertion, heightening the emotional weight of the exchange. They perch on a dark, smooth rock, its surface gleaming with a deep, soft green moss. The pursuer, a larger male crab, possesses a vibrant, iridescent violet on his carapace and fiery red-orange legs. He advances with a steady and cautious demeanor, his eyestalks aligned with his opponent. On his right claw, he meticulously and delicately presents a shimmering, small pearl shell that gleams captivatingly in the light. The second crab, slightly smaller and more subdued in color, maintains a poised demeanor, its posture both shy and expectant. The entire exchange unfolds in exquisite slow motion, emphasizing the subtle, gentle extension of the claws and the almost imperceptible movement of the recipient's body. As the pursuer moves, shimmering droplets of water spray from his carapace in beautiful, suspended arcs. The scene is bathed in dramatic, high-contrast lighting, with a powerful key light piercing the darkness, casting brilliant highlights on their damp carapaces and the shells they provide, creating deep, soft shadows that add to the luxurious cinematic atmosphere. The rich colorful palette and intense attention to micro-movement create a remarkably tender and visually stunning narrative.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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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 dramatic, high-speed slow-motion close-up of two Guangdong South Sea crabs performing a courtship ritual with a luxurious cinematic style. It specifies a near-imperceptible camera insertion, two crabs on a dark, smooth rock with moss, a larger male crab with a vibrant iridescent violet carapace and fiery red-orange legs, a delicate presentation of a shimmering pearl shell, a second crab that is slightly smaller and more subdued, and a sequence of movements including droplets of water spraying from the carapace under dramatic lighting. The overall intent is a visually striking, emotionally resonant depiction of the ritual.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven sharpness across regions. Lighting is dramatic and high-contrast as described, yet exposure varies between shots, leading to inconsistent brightness. Water droplets and spray effects exist but are not consistently rendered with convincing realism. In sum, the video communicates the scene effectively, but technical imperfections keep it from achieving high visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two crabs on a dark rock with moss, the iridescent violet carapace and fiery leg colors, the delicate handling of a pearl shell, and the slow-motion presentation. The mood and cinematographic approach align with the intended luxury aesthetic. A few minor deviations appear in exact timing of movements and in the precise interaction dynamics, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible crab behavior and anatomy, with believable handling of the shell and droplet effects. However, there are minor inconsistencies in scale cues, lighting interactions, and the physics of water spray that prevent a higher score. Overall, the depiction remains coherent and credible, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.703125,
+ "TA": 2.53125,
+ "MQ": 3.125,
+ "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 dramatic, high-speed slow-motion close-up of two Guangdong South Sea crabs performing a courtship ritual with a luxurious cinematic style. It specifies a near-imperceptible camera insertion, two crabs on a dark, smooth rock with moss, a larger male crab with a vibrant iridescent violet carapace and fiery red-orange legs, a delicate presentation of a shimmering pearl shell, a second crab that is slightly smaller and more subdued, and a sequence of movements including droplets of water spraying from the carapace under dramatic lighting. The overall intent is a visually striking, emotionally resonant depiction of the ritual.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven sharpness across regions. Lighting is dramatic and high-contrast as described, yet exposure varies between shots, leading to inconsistent brightness. Water droplets and spray effects exist but are not consistently rendered with convincing realism. In sum, the video communicates the scene effectively, but technical imperfections keep it from achieving high visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two crabs on a dark rock with moss, the iridescent violet carapace and fiery leg colors, the delicate handling of a pearl shell, and the slow-motion presentation. The mood and cinematographic approach align with the intended luxury aesthetic. A few minor deviations appear in exact timing of movements and in the precise interaction dynamics, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible crab behavior and anatomy, with believable handling of the shell and droplet effects. However, there are minor inconsistencies in scale cues, lighting interactions, and the physics of water spray that prevent a higher score. Overall, the depiction remains coherent and credible, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_4/index_tensor([153, 153])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_4/index_tensor([153, 153])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6162402598ff73849057e6280a6f93b457131da4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_4/index_tensor([153, 153])_group_4_rewards.json
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+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_4/index_153_seed_21805_dp_8_rank_16_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 slow upward tilt from an extremely low angle, starting with hands in black fingerless tactical gloves applying a high tech postpartum shapewear garment to smooth cold synthetic legs of a bionic figure. The garment is said to have stretchable fibers interwoven with dense biological circuitry that glows faintly blue. The camera should show an expressionless figure with short clean cut black hair wearing dark gray technical coveralls. The scene should be lit by flickering cold fluorescent light with a chaotic dystopian urban corner background. Rain stained and grime stained windows with a massive holographic billboard outside casting shifting magenta and cyan neon light pollution intermingling with the cool white light of the interior. The movements should be motionless as the person mechanically pulls the corset over the dolls lifeless torso. The fluorescent light should precisely outline every intricate line on the garment. The camera should pass over the dolls shoulders and slowly pause on its delicate face focusing on a pair of glass like empty lifeless eyes with no light reflected in the deep pupils. The scene should convey a cold cyberpunk aesthetic with a profound unsettling silence.\n\nVisual Quality Assessment:\nAcross the frames there are notable issues that pull down overall quality. The resolution is inconsistent and several frames show pronounced blur and compression artifacts. Color grading is uneven with frequent oversaturation and banding, especially in neon areas. Lighting is unstable across shots, producing abrupt brightness shifts and occasional color shifts. There are visible distortions and edge artifacts around moving elements, and frame-to-frame stability is lacking, leading to noticeable jitter. Overall, the video exhibits significant visual quality problems that undermine clarity and coherence.\n\nText-to-Video Alignment Assessment:\nThere are clear mismatches between the prompt and what appears in the footage. The footage does not clearly depict the described hands or glove action, nor the specific garment application sequence. The subject appearance diverges from the prompt (the figure reads more as a synthetic construct rather than a human). The background and lighting do not convincingly reflect the cyberpunk setting; neon signage exists but the atmosphere and color palette do not align with the intended mood. In short, the video fails to realize the core elements of the prompt, resulting in a substantial misalignment.\n\nPhysical Consistency (Common-sense):\nThe scene presents a plausible interaction at a glance, but several cues undermine physical realism. The garment application and body mechanics appear awkward relative to the described task, and some spatial relationships feel inconsistent with gravity and contact dynamics. While nothing is overtly impossible, these inconsistencies reduce perceived physical plausibility and common-sense coherence.\n\nOverall assessment:\nThe video demonstrates limited alignment with the prompt and notable visual quality issues, with only modest physical consistency. The results indicate substantial gaps between the intended concept and the actual execution.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "TA": 2,
+ "MQ": 2
+ },
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+ "VQ": 1.65625,
+ "TA": 1.7421875,
+ "MQ": 2.015625,
+ "Overall": 5.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow upward tilt from an extremely low angle, starting with hands in black fingerless tactical gloves applying a high tech postpartum shapewear garment to smooth cold synthetic legs of a bionic figure. The garment is said to have stretchable fibers interwoven with dense biological circuitry that glows faintly blue. The camera should show an expressionless figure with short clean cut black hair wearing dark gray technical coveralls. The scene should be lit by flickering cold fluorescent light with a chaotic dystopian urban corner background. Rain stained and grime stained windows with a massive holographic billboard outside casting shifting magenta and cyan neon light pollution intermingling with the cool white light of the interior. The movements should be motionless as the person mechanically pulls the corset over the dolls lifeless torso. The fluorescent light should precisely outline every intricate line on the garment. The camera should pass over the dolls shoulders and slowly pause on its delicate face focusing on a pair of glass like empty lifeless eyes with no light reflected in the deep pupils. The scene should convey a cold cyberpunk aesthetic with a profound unsettling silence.\n\nVisual Quality Assessment:\nAcross the frames there are notable issues that pull down overall quality. The resolution is inconsistent and several frames show pronounced blur and compression artifacts. Color grading is uneven with frequent oversaturation and banding, especially in neon areas. Lighting is unstable across shots, producing abrupt brightness shifts and occasional color shifts. There are visible distortions and edge artifacts around moving elements, and frame-to-frame stability is lacking, leading to noticeable jitter. Overall, the video exhibits significant visual quality problems that undermine clarity and coherence.\n\nText-to-Video Alignment Assessment:\nThere are clear mismatches between the prompt and what appears in the footage. The footage does not clearly depict the described hands or glove action, nor the specific garment application sequence. The subject appearance diverges from the prompt (the figure reads more as a synthetic construct rather than a human). The background and lighting do not convincingly reflect the cyberpunk setting; neon signage exists but the atmosphere and color palette do not align with the intended mood. In short, the video fails to realize the core elements of the prompt, resulting in a substantial misalignment.\n\nPhysical Consistency (Common-sense):\nThe scene presents a plausible interaction at a glance, but several cues undermine physical realism. The garment application and body mechanics appear awkward relative to the described task, and some spatial relationships feel inconsistent with gravity and contact dynamics. While nothing is overtly impossible, these inconsistencies reduce perceived physical plausibility and common-sense coherence.\n\nOverall assessment:\nThe video demonstrates limited alignment with the prompt and notable visual quality issues, with only modest physical consistency. The results indicate substantial gaps between the intended concept and the actual execution.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 21806,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_4/index_153_seed_21806_dp_8_rank_16_sample_1_slot_1.mp4",
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+ "video_score2_overall": 4.0625,
+ "avg": 4.0703125,
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+ "question": "slow, upward tilt, starting from an extremely low angle, first captures a pair of hands in black, fingerless tactical gloves, carefully and with impassive precision, applying a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure. The flesh-colored shapewear's highly stretchable fibers are interwoven with dense biological circuitry that glows faintly blue. As the camera steadily ascends, we see an expressionless figure with short, clean-cut black hair, dressed in dark gray technical coveralls. Their silhouette is sharply defined by the flickering, cold fluorescent light overhead. The background is a chaotic, dystopian urban corner. Through rain-stained and grime-stained windows, a massive holographic billboard outside casts shifting magenta and cyan neon light pollution, intermingling with the cool white light of the interior. The person's movements were motionless as he mechanically pulled the corset over the doll's lifeless torso. The fluorescent light precisely outlined every intricate line on the garment. Finally, the camera passed over the doll's shoulders and slowly paused on its delicate face, focusing on a pair of glass-like, empty, lifeless eyes. No light was reflected in its deep pupils. The whole scene, under the cold cyberpunk aesthetic, was filled with a profound and unsettling silence.",
+ "token_credit_reward": 4.0625,
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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 a sequence where a person applies a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure. The garment features stretchable fibers interwoven with dense biological circuitry that glows faintly blue. The camera then tilts upward to reveal an expressionless figure with short, clean-cut black hair wearing dark gray technical coveralls. The scene is set in a chaotic, dystopian urban corner with rain-stained and grime-stained windows and a massive holographic billboard outside casting magenta and cyan neon light pollution. The movements are described as motionless and mechanical, with the camera passing over the shoulders and pausing on a pair of glass-like, empty, lifeless eyes. The overall aesthetic is cold and cyberpunk.\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. Color grading is inconsistent, with frequent banding and oversaturation that obscure details. There is noticeable noise and grain, and frame-to-frame stability is poor, producing abrupt transitions rather than smooth motion. Lighting appears unstable and sometimes unrealistic, contributing to an overall impression of low-fidelity rendering. Overall, the video presents a markedly poor visual experience.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The frames do show a figure with a smooth, synthetic appearance and some clothing elements, but several key aspects are not clearly realized. The specific action of applying a high-tech shapewear garment is not clearly depicted, and the distinctive cyberpunk lighting and environment are only loosely suggested. The core idea of a mechanical, emotionless figure is present, but many nuanced details remain ambiguous or missing due to the overall low quality. In sum, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains basic physical plausibility: proportions appear reasonable and there are no obvious violations of gravity or anatomy. However, the extreme visual degradation and lack of clear action cues reduce confidence in interpreting the intended interactions and context. The scene remains generally coherent, but the combination of low fidelity and ambiguous actions yields only modest 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": 1.4453125,
+ "TA": 1.171875,
+ "MQ": 1.453125,
+ "Overall": 4.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a person applies a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure. The garment features stretchable fibers interwoven with dense biological circuitry that glows faintly blue. The camera then tilts upward to reveal an expressionless figure with short, clean-cut black hair wearing dark gray technical coveralls. The scene is set in a chaotic, dystopian urban corner with rain-stained and grime-stained windows and a massive holographic billboard outside casting magenta and cyan neon light pollution. The movements are described as motionless and mechanical, with the camera passing over the shoulders and pausing on a pair of glass-like, empty, lifeless eyes. The overall aesthetic is cold and cyberpunk.\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. Color grading is inconsistent, with frequent banding and oversaturation that obscure details. There is noticeable noise and grain, and frame-to-frame stability is poor, producing abrupt transitions rather than smooth motion. Lighting appears unstable and sometimes unrealistic, contributing to an overall impression of low-fidelity rendering. Overall, the video presents a markedly poor visual experience.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The frames do show a figure with a smooth, synthetic appearance and some clothing elements, but several key aspects are not clearly realized. The specific action of applying a high-tech shapewear garment is not clearly depicted, and the distinctive cyberpunk lighting and environment are only loosely suggested. The core idea of a mechanical, emotionless figure is present, but many nuanced details remain ambiguous or missing due to the overall low quality. In sum, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains basic physical plausibility: proportions appear reasonable and there are no obvious violations of gravity or anatomy. However, the extreme visual degradation and lack of clear action cues reduce confidence in interpreting the intended interactions and context. The scene remains generally coherent, but the combination of low fidelity and ambiguous actions yields only modest 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": "slow, upward tilt, starting from an extremely low angle, first captures a pair of hands in black, fingerless tactical gloves, carefully and with impassive precision, applying a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure. The flesh-colored shapewear's highly stretchable fibers are interwoven with dense biological circuitry that glows faintly blue. As the camera steadily ascends, we see an expressionless figure with short, clean-cut black hair, dressed in dark gray technical coveralls. Their silhouette is sharply defined by the flickering, cold fluorescent light overhead. The background is a chaotic, dystopian urban corner. Through rain-stained and grime-stained windows, a massive holographic billboard outside casts shifting magenta and cyan neon light pollution, intermingling with the cool white light of the interior. The person's movements were motionless as he mechanically pulled the corset over the doll's lifeless torso. The fluorescent light precisely outlined every intricate line on the garment. Finally, the camera passed over the doll's shoulders and slowly paused on its delicate face, focusing on a pair of glass-like, empty, lifeless eyes. No light was reflected in its deep pupils. The whole scene, under the cold cyberpunk aesthetic, was filled with a profound and unsettling silence.",
+ "seed": 21807,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_4/index_153_seed_21807_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": 2.34375,
+ "video_score2_ta": 1.8984375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.15625,
+ "avg": 7.1484375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, upward tilt, starting from an extremely low angle, first captures a pair of hands in black, fingerless tactical gloves, carefully and with impassive precision, applying a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure. The flesh-colored shapewear's highly stretchable fibers are interwoven with dense biological circuitry that glows faintly blue. As the camera steadily ascends, we see an expressionless figure with short, clean-cut black hair, dressed in dark gray technical coveralls. Their silhouette is sharply defined by the flickering, cold fluorescent light overhead. The background is a chaotic, dystopian urban corner. Through rain-stained and grime-stained windows, a massive holographic billboard outside casts shifting magenta and cyan neon light pollution, intermingling with the cool white light of the interior. The person's movements were motionless as he mechanically pulled the corset over the doll's lifeless torso. The fluorescent light precisely outlined every intricate line on the garment. Finally, the camera passed over the doll's shoulders and slowly paused on its delicate face, focusing on a pair of glass-like, empty, lifeless eyes. No light was reflected in its deep pupils. The whole scene, under the cold cyberpunk aesthetic, was filled with a profound and unsettling silence.",
+ "token_credit_reward": 7.15625,
+ "selected_reward": 7.15625,
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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 sequence where a person applies a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure, with a slow upward tilt from an extremely low angle through a cyberpunk urban setting. In the actual video, several elements align (the tilt, the presence of a bionic figure, and the cyberpunk ambiance), but the core action—carefully applying the garment with precise, emotionless manipulation—is not realized. The footage centers more on the figure itself rather than the described garment-application workflow, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, with a coherent cyberpunk color palette. However, there are noticeable issues: occasional blur or softness, minor compression artifacts, and some frame-to-frame inconsistencies that affect perceived sharpness. The sequence remains legible and stylistically cohesive, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes several prompt-relevant elements such as the upward tilt, the bionic figure, and the cyberpunk setting. Yet the central action of applying the garment is not depicted; the footage emphasizes the figure’s presence and expression rather than the described procedural interaction. This yields a partial match overall.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The figure’s proportions and mechanical design appear plausible within the cyberpunk context, and lighting/shadows are generally coherent. There are no glaring anatomical or physical contradictions, though minor inconsistencies in articulation or shading across frames 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": 2.34375,
+ "TA": 1.8984375,
+ "MQ": 2.90625,
+ "Overall": 7.15625
+ }
+ }
+ ],
+ "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 sequence where a person applies a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure, with a slow upward tilt from an extremely low angle through a cyberpunk urban setting. In the actual video, several elements align (the tilt, the presence of a bionic figure, and the cyberpunk ambiance), but the core action—carefully applying the garment with precise, emotionless manipulation—is not realized. The footage centers more on the figure itself rather than the described garment-application workflow, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, with a coherent cyberpunk color palette. However, there are noticeable issues: occasional blur or softness, minor compression artifacts, and some frame-to-frame inconsistencies that affect perceived sharpness. The sequence remains legible and stylistically cohesive, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes several prompt-relevant elements such as the upward tilt, the bionic figure, and the cyberpunk setting. Yet the central action of applying the garment is not depicted; the footage emphasizes the figure’s presence and expression rather than the described procedural interaction. This yields a partial match overall.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The figure’s proportions and mechanical design appear plausible within the cyberpunk context, and lighting/shadows are generally coherent. There are no glaring anatomical or physical contradictions, though minor inconsistencies in articulation or shading across frames 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": "slow, upward tilt, starting from an extremely low angle, first captures a pair of hands in black, fingerless tactical gloves, carefully and with impassive precision, applying a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure. The flesh-colored shapewear's highly stretchable fibers are interwoven with dense biological circuitry that glows faintly blue. As the camera steadily ascends, we see an expressionless figure with short, clean-cut black hair, dressed in dark gray technical coveralls. Their silhouette is sharply defined by the flickering, cold fluorescent light overhead. The background is a chaotic, dystopian urban corner. Through rain-stained and grime-stained windows, a massive holographic billboard outside casts shifting magenta and cyan neon light pollution, intermingling with the cool white light of the interior. The person's movements were motionless as he mechanically pulled the corset over the doll's lifeless torso. The fluorescent light precisely outlined every intricate line on the garment. Finally, the camera passed over the doll's shoulders and slowly paused on its delicate face, focusing on a pair of glass-like, empty, lifeless eyes. No light was reflected in its deep pupils. The whole scene, under the cold cyberpunk aesthetic, was filled with a profound and unsettling silence.",
+ "seed": 21808,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_4/index_153_seed_21808_dp_9_rank_18_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.2890625,
+ "video_score2_ta": 1.25,
+ "video_score2_mq": 1.3828125,
+ "video_score2_overall": 3.90625,
+ "avg": 3.921875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, upward tilt, starting from an extremely low angle, first captures a pair of hands in black, fingerless tactical gloves, carefully and with impassive precision, applying a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure. The flesh-colored shapewear's highly stretchable fibers are interwoven with dense biological circuitry that glows faintly blue. As the camera steadily ascends, we see an expressionless figure with short, clean-cut black hair, dressed in dark gray technical coveralls. Their silhouette is sharply defined by the flickering, cold fluorescent light overhead. The background is a chaotic, dystopian urban corner. Through rain-stained and grime-stained windows, a massive holographic billboard outside casts shifting magenta and cyan neon light pollution, intermingling with the cool white light of the interior. The person's movements were motionless as he mechanically pulled the corset over the doll's lifeless torso. The fluorescent light precisely outlined every intricate line on the garment. Finally, the camera passed over the doll's shoulders and slowly paused on its delicate face, focusing on a pair of glass-like, empty, lifeless eyes. No light was reflected in its deep pupils. The whole scene, under the cold cyberpunk aesthetic, was filled with a profound and unsettling silence.",
+ "token_credit_reward": 3.90625,
+ "selected_reward": 3.90625,
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+ 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 sequence where a person wearing fingerless tactical gloves applies a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure. The garment features stretchable fibers interwoven with dense biological circuitry that glows faintly blue. The camera then tilts upward to reveal an expressionless figure with short, clean-cut black hair, wearing dark gray technical coveralls, in a chaotic dystopian urban setting with rain-stained and grime-stained windows and a holographic billboard casting magenta and cyan neon light. The movements are described as motionless and mechanical, with the camera passing over the shoulders and pausing on a pair of glass-like, empty, lifeless eyes, emphasizing a cold cyberpunk mood.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits heavy compression artifacts, pronounced color banding, and pervasive noise that obscure details. Frame 1 shows hands and gloves but with substantial blur and edge artifacts; Frame 2 presents a distorted, pixelated face region; Frame 3–4 depict a humanoid figure with pronounced distortions and color bleeding. The sequence suffers from inconsistent lighting, unstable color balance, and noticeable frame-to-frame instability, resulting in a consistently low-fidelity presentation throughout. Overall, Visual Quality is rated at 1/5.\n\nText-to-Video Alignment Analysis:\nThe video only partially aligns with the prompt. Some elements appear (hands with gloves, a figure, and a device), but many key aspects are not clearly realized or are misrepresented due to the degradation. The specific details—such as the precise application of the garment, the integration of biological circuitry, the exact camera movement, and the cyberpunk ambiance—are not reliably conveyed. Alignment is limited and does not faithfully reproduce the described scenario, yielding a score of 2/5.\n\nPhysical Consistency / Common-sense:\nThe depiction shows notable inconsistencies in anatomy and interaction, with distortions that undermine plausible physical behavior. While some components resemble plausible parts, the overall composition lacks coherent physical logic, leading to a low level of common-sense consistency. This dimension is rated 2/5.\n\nGround-truth scores: Visual Quality = 1, Text-to-Video Alignment = 2, Physical Consistency = 2.\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": 1.2890625,
+ "TA": 1.25,
+ "MQ": 1.3828125,
+ "Overall": 3.90625
+ }
+ }
+ ],
+ "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 sequence where a person wearing fingerless tactical gloves applies a high-tech, postpartum shapewear garment to the smooth, cold synthetic legs of a bionic figure. The garment features stretchable fibers interwoven with dense biological circuitry that glows faintly blue. The camera then tilts upward to reveal an expressionless figure with short, clean-cut black hair, wearing dark gray technical coveralls, in a chaotic dystopian urban setting with rain-stained and grime-stained windows and a holographic billboard casting magenta and cyan neon light. The movements are described as motionless and mechanical, with the camera passing over the shoulders and pausing on a pair of glass-like, empty, lifeless eyes, emphasizing a cold cyberpunk mood.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits heavy compression artifacts, pronounced color banding, and pervasive noise that obscure details. Frame 1 shows hands and gloves but with substantial blur and edge artifacts; Frame 2 presents a distorted, pixelated face region; Frame 3–4 depict a humanoid figure with pronounced distortions and color bleeding. The sequence suffers from inconsistent lighting, unstable color balance, and noticeable frame-to-frame instability, resulting in a consistently low-fidelity presentation throughout. Overall, Visual Quality is rated at 1/5.\n\nText-to-Video Alignment Analysis:\nThe video only partially aligns with the prompt. Some elements appear (hands with gloves, a figure, and a device), but many key aspects are not clearly realized or are misrepresented due to the degradation. The specific details—such as the precise application of the garment, the integration of biological circuitry, the exact camera movement, and the cyberpunk ambiance—are not reliably conveyed. Alignment is limited and does not faithfully reproduce the described scenario, yielding a score of 2/5.\n\nPhysical Consistency / Common-sense:\nThe depiction shows notable inconsistencies in anatomy and interaction, with distortions that undermine plausible physical behavior. While some components resemble plausible parts, the overall composition lacks coherent physical logic, leading to a low level of common-sense consistency. This dimension is rated 2/5.\n\nGround-truth scores: Visual Quality = 1, Text-to-Video Alignment = 2, Physical Consistency = 2.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_7/index_tensor([6840, 6840])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_7/index_tensor([6840, 6840])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..26020fc6bb149e6a93b3d54b68d80f2acdf12d8e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_7/index_tensor([6840, 6840])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic tracking shot, captured in extreme slow motion using a telephoto lens, closely follows an advanced fighter jet as it performs a dramatic evasive maneuver across the abyssal sky. The fighter boasts a sharp, stealthy design, its fuselage clad in a matte, dark gray paint job, its metallic surfaces reflecting a cold sheen in the glaring, high-altitude sunlight. To escape the pursuing enemy aircraft, it executes a rapid barrel roll, its fuselage twisting violently through the air. The slow-motion gaze unravels this violent yet graceful maneuver into a poetic moment: as the wings slice through the air at an extreme angle, the immense pressure differential at their tips and leading edge extensions instantly erupts into thick, swirling vortices of white vapor. These vortices stretch backwards like silk, swirling, and dissipating, their complex internal turbulent structures clearly visible in the camera, creating a striking contrast against the near-black, deep blue sky in the background. In the distance, the equally advanced but darker enemy aircraft is compressed in the field of view by the telephoto lens, trying to replicate the same maneuver, its outline looming behind the gorgeous steam trail left by the protagonist's fighter plane, creating an inescapable, suffocating sense of tense pursuit and a life-and-death confrontation atmosphere.",
+ "seed": 16366,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_7/index_6840_seed_16366_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 10.125,
+ "avg": 10.15625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic tracking shot, captured in extreme slow motion using a telephoto lens, closely follows an advanced fighter jet as it performs a dramatic evasive maneuver across the abyssal sky. The fighter boasts a sharp, stealthy design, its fuselage clad in a matte, dark gray paint job, its metallic surfaces reflecting a cold sheen in the glaring, high-altitude sunlight. To escape the pursuing enemy aircraft, it executes a rapid barrel roll, its fuselage twisting violently through the air. The slow-motion gaze unravels this violent yet graceful maneuver into a poetic moment: as the wings slice through the air at an extreme angle, the immense pressure differential at their tips and leading edge extensions instantly erupts into thick, swirling vortices of white vapor. These vortices stretch backwards like silk, swirling, and dissipating, their complex internal turbulent structures clearly visible in the camera, creating a striking contrast against the near-black, deep blue sky in the background. In the distance, the equally advanced but darker enemy aircraft is compressed in the field of view by the telephoto lens, trying to replicate the same maneuver, its outline looming behind the gorgeous steam trail left by the protagonist's fighter plane, creating an inescapable, suffocating sense of tense pursuit and a life-and-death confrontation atmosphere.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot captured in extreme slow motion with a telephoto lens, following an advanced fighter jet performing a dramatic evasive maneuver across the abyssal sky. The fighter has a sharp, stealthy design with a matte dark gray paint job and metallic surfaces reflecting a cold sheen under high-altitude sunlight. It executes a rapid barrel roll, with the fuselage twisting through the air, accompanied by intense wing activity and dramatic white vapor trails. The sequence aims to convey a tense, high-stakes pursuit with a vivid, cinematic feel.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid overall. The resolution is adequate, and the aircraft details are discernible. The sky and cloud formations look natural, and lighting remains consistent with a high-altitude setting. The smoke and vapor trails are present and contribute to the scene without introducing obvious artifacts. There are no major distortions or abrupt frame-to-frame changes, and color grading supports a cinematic look. However, there are occasional minor softness and slight compression artifacts that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including a dynamic tracking shot, extreme slow motion cues, and a telephoto perspective. The fighter jet appears advanced and agile, with visible maneuvers and smoke effects. However, some aspects are not fully realized: the exact rapid barrel roll is not clearly demonstrated, and the distant enemy aircraft is not consistently visible throughout the sequence. The alignment is strong overall, with most core elements present, corresponding to a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible high-altitude flight dynamics, with believable smoke behavior and aircraft positioning. Nevertheless, certain aspects feel stylized rather than strictly physically accurate (e.g., sustained extreme angles during rapid maneuvers and the precise interaction between the aircraft and the environment). While the overall realism is acceptable, these nuances reduce the level of physical-consistency confidence, resulting in a moderate rating around 3/5.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 2.96875,
+ "MQ": 3.875,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot captured in extreme slow motion with a telephoto lens, following an advanced fighter jet performing a dramatic evasive maneuver across the abyssal sky. The fighter has a sharp, stealthy design with a matte dark gray paint job and metallic surfaces reflecting a cold sheen under high-altitude sunlight. It executes a rapid barrel roll, with the fuselage twisting through the air, accompanied by intense wing activity and dramatic white vapor trails. The sequence aims to convey a tense, high-stakes pursuit with a vivid, cinematic feel.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid overall. The resolution is adequate, and the aircraft details are discernible. The sky and cloud formations look natural, and lighting remains consistent with a high-altitude setting. The smoke and vapor trails are present and contribute to the scene without introducing obvious artifacts. There are no major distortions or abrupt frame-to-frame changes, and color grading supports a cinematic look. However, there are occasional minor softness and slight compression artifacts that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including a dynamic tracking shot, extreme slow motion cues, and a telephoto perspective. The fighter jet appears advanced and agile, with visible maneuvers and smoke effects. However, some aspects are not fully realized: the exact rapid barrel roll is not clearly demonstrated, and the distant enemy aircraft is not consistently visible throughout the sequence. The alignment is strong overall, with most core elements present, corresponding to a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible high-altitude flight dynamics, with believable smoke behavior and aircraft positioning. Nevertheless, certain aspects feel stylized rather than strictly physically accurate (e.g., sustained extreme angles during rapid maneuvers and the precise interaction between the aircraft and the environment). While the overall realism is acceptable, these nuances reduce the level of physical-consistency confidence, resulting in a moderate rating around 3/5.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 dynamic tracking shot captured in extreme slow motion with a telephoto lens, following an advanced fighter jet performing a dramatic evasive maneuver across the abyssal sky. The fighter has a sharp, stealthy design with a matte dark gray paint job and metallic surfaces reflecting a cold sheen under high-altitude sunlight. It executes a rapid barrel roll, with the fuselage twisting through the air. The slow-motion gaze reveals the maneuver as a poetic moment, with wings slicing through the air at an extreme angle and thick, swirling vortices of white vapor that stretch backwards like silk. In the distance, an equally advanced but darker enemy aircraft is compressed by the telephoto lens, its outline looming behind the steam trail, creating an inescapable, suffocating sense of tense pursuit and a life-and-death confrontation atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate and the color grading yields a cinematic look with a blue-gray sky palette. There is some motion blur consistent with high-speed flight, and the sequence remains coherent across frames. However, there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The imagery is serviceable and readable, but not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The dynamic tracking shot, extreme slow motion, and telephoto framing are evident, and the fighter jet is clearly visible with a dark gray paint scheme and metallic reflections. The dramatic evasive maneuver, including the barrel roll, is depicted, and the white vapor trails are present. The distant enemy aircraft is visible in several frames, contributing to the tense pursuit atmosphere. While the alignment is strong, a few details (such as exact timing of the roll and the precise interaction between the two aircraft) are not perfectly synchronized, leaving room for minor deviations from the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physics for high-altitude aerial combat. The aircraft dynamics, speed, and the formation of vapor trails are believable, and the relative positioning of the two aircraft supports a credible pursuit scenario. Some aspects, such as the exact timing of maneuvers and the intensity of the steam effects, are stylized rather than strictly physically accurate, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.28125,
+ "TA": 2.828125,
+ "MQ": 3.046875,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot captured in extreme slow motion with a telephoto lens, following an advanced fighter jet performing a dramatic evasive maneuver across the abyssal sky. The fighter has a sharp, stealthy design with a matte dark gray paint job and metallic surfaces reflecting a cold sheen under high-altitude sunlight. It executes a rapid barrel roll, with the fuselage twisting through the air. The slow-motion gaze reveals the maneuver as a poetic moment, with wings slicing through the air at an extreme angle and thick, swirling vortices of white vapor that stretch backwards like silk. In the distance, an equally advanced but darker enemy aircraft is compressed by the telephoto lens, its outline looming behind the steam trail, creating an inescapable, suffocating sense of tense pursuit and a life-and-death confrontation atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate and the color grading yields a cinematic look with a blue-gray sky palette. There is some motion blur consistent with high-speed flight, and the sequence remains coherent across frames. However, there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The imagery is serviceable and readable, but not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The dynamic tracking shot, extreme slow motion, and telephoto framing are evident, and the fighter jet is clearly visible with a dark gray paint scheme and metallic reflections. The dramatic evasive maneuver, including the barrel roll, is depicted, and the white vapor trails are present. The distant enemy aircraft is visible in several frames, contributing to the tense pursuit atmosphere. While the alignment is strong, a few details (such as exact timing of the roll and the precise interaction between the two aircraft) are not perfectly synchronized, leaving room for minor deviations from the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physics for high-altitude aerial combat. The aircraft dynamics, speed, and the formation of vapor trails are believable, and the relative positioning of the two aircraft supports a credible pursuit scenario. Some aspects, such as the exact timing of maneuvers and the intensity of the steam effects, are stylized rather than strictly physically accurate, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 16368,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_7/index_6840_seed_16368_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 2.984375,
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+ "video_score2_overall": 8.875,
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+ "question": "dynamic tracking shot, captured in extreme slow motion using a telephoto lens, closely follows an advanced fighter jet as it performs a dramatic evasive maneuver across the abyssal sky. The fighter boasts a sharp, stealthy design, its fuselage clad in a matte, dark gray paint job, its metallic surfaces reflecting a cold sheen in the glaring, high-altitude sunlight. To escape the pursuing enemy aircraft, it executes a rapid barrel roll, its fuselage twisting violently through the air. The slow-motion gaze unravels this violent yet graceful maneuver into a poetic moment: as the wings slice through the air at an extreme angle, the immense pressure differential at their tips and leading edge extensions instantly erupts into thick, swirling vortices of white vapor. These vortices stretch backwards like silk, swirling, and dissipating, their complex internal turbulent structures clearly visible in the camera, creating a striking contrast against the near-black, deep blue sky in the background. In the distance, the equally advanced but darker enemy aircraft is compressed in the field of view by the telephoto lens, trying to replicate the same maneuver, its outline looming behind the gorgeous steam trail left by the protagonist's fighter plane, creating an inescapable, suffocating sense of tense pursuit and a life-and-death confrontation atmosphere.",
+ "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 tracking shot captured in extreme slow motion with a telephoto lens, following an advanced fighter jet performing a dramatic evasive maneuver across the abyssal sky. The fighter has a sharp, stealthy design with a matte dark gray paint job and metallic surfaces reflecting a cold sheen under high-altitude sunlight. It executes a rapid barrel roll, with the fuselage twisting through the air, accompanied by thick, swirling vortices of white vapor that stretch backwards like silk. The scene should show the wings at extreme angles with visible pressure differential effects, and a distant enemy aircraft being compressed by the telephoto lens, creating a tense pursuit atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color balance, with atmospheric lighting and convincing sky gradients. The fighter jets are identifiable and the smoke effects are present, but there are occasional softness and minor artifacts that prevent a higher-fidelity look. The sequence remains coherent, though some frames exhibit slight blur or compression noise that temper the overall sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: dynamic tracking, extreme slow motion cues, and a telephoto perspective that tracks the primary aircraft while keeping the distant enemy in view. The dramatic evasive maneuver, the dark gray paint job, and the white vapor trails are well represented. Some nuanced details—such as precise wing angles during the roll and the exact timing of the barrel rotation—are not perfectly explicit, but the overall correspondence to the prompt is solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible flight dynamics and lighting, with believable smoke behavior and atmospheric effects. However, certain aspects such as the exact timing of the roll and the relationship between speed, angle, and propulsion cues are not fully exhaustively demonstrated, leaving room for minor inconsistencies in the physical portrayal.\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": 2.828125,
+ "TA": 2.984375,
+ "MQ": 3.09375,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot captured in extreme slow motion with a telephoto lens, following an advanced fighter jet performing a dramatic evasive maneuver across the abyssal sky. The fighter has a sharp, stealthy design with a matte dark gray paint job and metallic surfaces reflecting a cold sheen under high-altitude sunlight. It executes a rapid barrel roll, with the fuselage twisting through the air, accompanied by thick, swirling vortices of white vapor that stretch backwards like silk. The scene should show the wings at extreme angles with visible pressure differential effects, and a distant enemy aircraft being compressed by the telephoto lens, creating a tense pursuit atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color balance, with atmospheric lighting and convincing sky gradients. The fighter jets are identifiable and the smoke effects are present, but there are occasional softness and minor artifacts that prevent a higher-fidelity look. The sequence remains coherent, though some frames exhibit slight blur or compression noise that temper the overall sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: dynamic tracking, extreme slow motion cues, and a telephoto perspective that tracks the primary aircraft while keeping the distant enemy in view. The dramatic evasive maneuver, the dark gray paint job, and the white vapor trails are well represented. Some nuanced details—such as precise wing angles during the roll and the exact timing of the barrel rotation—are not perfectly explicit, but the overall correspondence to the prompt is solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible flight dynamics and lighting, with believable smoke behavior and atmospheric effects. However, certain aspects such as the exact timing of the roll and the relationship between speed, angle, and propulsion cues are not fully exhaustively demonstrated, leaving room for minor inconsistencies in the physical portrayal.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic tracking shot, captured in extreme slow motion using a telephoto lens, closely follows an advanced fighter jet as it performs a dramatic evasive maneuver across the abyssal sky. The fighter boasts a sharp, stealthy design, its fuselage clad in a matte, dark gray paint job, its metallic surfaces reflecting a cold sheen in the glaring, high-altitude sunlight. To escape the pursuing enemy aircraft, it executes a rapid barrel roll, its fuselage twisting violently through the air. The slow-motion gaze unravels this violent yet graceful maneuver into a poetic moment: as the wings slice through the air at an extreme angle, the immense pressure differential at their tips and leading edge extensions instantly erupts into thick, swirling vortices of white vapor. These vortices stretch backwards like silk, swirling, and dissipating, their complex internal turbulent structures clearly visible in the camera, creating a striking contrast against the near-black, deep blue sky in the background. In the distance, the equally advanced but darker enemy aircraft is compressed in the field of view by the telephoto lens, trying to replicate the same maneuver, its outline looming behind the gorgeous steam trail left by the protagonist's fighter plane, creating an inescapable, suffocating sense of tense pursuit and a life-and-death confrontation atmosphere.",
+ "seed": 16369,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_7/index_6840_seed_16369_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 10.25,
+ "avg": 10.265625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic tracking shot, captured in extreme slow motion using a telephoto lens, closely follows an advanced fighter jet as it performs a dramatic evasive maneuver across the abyssal sky. The fighter boasts a sharp, stealthy design, its fuselage clad in a matte, dark gray paint job, its metallic surfaces reflecting a cold sheen in the glaring, high-altitude sunlight. To escape the pursuing enemy aircraft, it executes a rapid barrel roll, its fuselage twisting violently through the air. The slow-motion gaze unravels this violent yet graceful maneuver into a poetic moment: as the wings slice through the air at an extreme angle, the immense pressure differential at their tips and leading edge extensions instantly erupts into thick, swirling vortices of white vapor. These vortices stretch backwards like silk, swirling, and dissipating, their complex internal turbulent structures clearly visible in the camera, creating a striking contrast against the near-black, deep blue sky in the background. In the distance, the equally advanced but darker enemy aircraft is compressed in the field of view by the telephoto lens, trying to replicate the same maneuver, its outline looming behind the gorgeous steam trail left by the protagonist's fighter plane, creating an inescapable, suffocating sense of tense pursuit and a life-and-death confrontation atmosphere.",
+ "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 dynamic tracking shot captured in extreme slow motion with a telephoto lens, following an advanced fighter jet performing a dramatic evasive maneuver across the abyssal sky. The fighter has a sharp, stealthy design with a matte dark gray paint job and metallic surfaces reflecting a cold sheen under high-altitude sunlight. It executes a rapid barrel roll, with the fuselage twisting through the air. The slow-motion gaze reveals the maneuver as a poetic moment, with wings slicing through the air at an extreme angle and thick, swirling vortices of white vapor forming around the aircraft. A distant enemy aircraft is present, compressed by the telephoto lens, adding tension to the scene.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear rendering of the fighter jet and convincing atmospheric effects such as smoke and lighting that support the high-altitude setting. The color grading yields a cinematic look with good contrast between the gray aircraft and the sky. There are no major distortions or artifacts, and the sequence remains coherent throughout. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Analysis:\nThe video largely reflects the prompt elements: a dynamic tracking shot, extreme slow motion cues, and a telephoto perspective that keeps the fighter in focus while showing the dramatic evasive maneuver. The aircraft’s aggressive angle and the white vapor trails are present, contributing to the intended mood. Some aspects—such as the precise depiction of the rapid barrel roll and the exact timing of the maneuvers—are not perfectly synchronized frame-for-frame, resulting in a strong but not flawless alignment. Overall, Text-to-Video Alignment is consistent with a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics for a high-altitude dogfight: the aircraft posture, speed cues, and smoke behavior are believable within the context. While the dynamics are generally coherent, there are minor inconsistencies in the timing and intensity of the maneuvers that prevent a perfect match to real-world physics. Overall, Physical/Common-sense Consistency is rated 4/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 3.109375,
+ "MQ": 3.890625,
+ "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 dynamic tracking shot captured in extreme slow motion with a telephoto lens, following an advanced fighter jet performing a dramatic evasive maneuver across the abyssal sky. The fighter has a sharp, stealthy design with a matte dark gray paint job and metallic surfaces reflecting a cold sheen under high-altitude sunlight. It executes a rapid barrel roll, with the fuselage twisting through the air. The slow-motion gaze reveals the maneuver as a poetic moment, with wings slicing through the air at an extreme angle and thick, swirling vortices of white vapor forming around the aircraft. A distant enemy aircraft is present, compressed by the telephoto lens, adding tension to the scene.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear rendering of the fighter jet and convincing atmospheric effects such as smoke and lighting that support the high-altitude setting. The color grading yields a cinematic look with good contrast between the gray aircraft and the sky. There are no major distortions or artifacts, and the sequence remains coherent throughout. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Analysis:\nThe video largely reflects the prompt elements: a dynamic tracking shot, extreme slow motion cues, and a telephoto perspective that keeps the fighter in focus while showing the dramatic evasive maneuver. The aircraft’s aggressive angle and the white vapor trails are present, contributing to the intended mood. Some aspects—such as the precise depiction of the rapid barrel roll and the exact timing of the maneuvers—are not perfectly synchronized frame-for-frame, resulting in a strong but not flawless alignment. Overall, Text-to-Video Alignment is consistent with a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics for a high-altitude dogfight: the aircraft posture, speed cues, and smoke behavior are believable within the context. While the dynamics are generally coherent, there are minor inconsistencies in the timing and intensity of the maneuvers that prevent a perfect match to real-world physics. Overall, Physical/Common-sense Consistency is rated 4/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_9/index_tensor([72, 72])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_9/index_tensor([72, 72])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f9f88aa8cbe370449ec10b384c084b782b21669
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_9/index_tensor([72, 72])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow, almost imperceptible low-angle close-up captures a massive great white shark, suspended motionless in the deep blue ocean. Its powerful body is tensed in a subtle S-curve, the coiled springs of muscle poised to unleash a devastating blow. The camera captures the hyper-detailed, rough texture of its skin, like rough gray-brown sandpaper, marked with a network of faint white scars from past encounters. Ethereal sunlight penetrates the water from above, casting a dramatic glow on its dorsal fin and back, while its underbelly remains a stark, shadowed white. Its black, lifeless eyes stare forward into space, its jaw slightly open, revealing rows of jagged, razor-sharp teeth. The only perceptible movement is the slow, rhythmic opening of its gills, disturbing the tiny particles of marine snow lazily drifting in the surrounding water. Rendered in a cool, deep blue palette, the scene creates an eerie and tense atmosphere of raw power and suspended, imminent violence.",
+ "seed": 23547,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_9/index_72_seed_23547_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.84375,
+ "video_score2_overall": 10.625,
+ "avg": 10.65625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, almost imperceptible low-angle close-up captures a massive great white shark, suspended motionless in the deep blue ocean. Its powerful body is tensed in a subtle S-curve, the coiled springs of muscle poised to unleash a devastating blow. The camera captures the hyper-detailed, rough texture of its skin, like rough gray-brown sandpaper, marked with a network of faint white scars from past encounters. Ethereal sunlight penetrates the water from above, casting a dramatic glow on its dorsal fin and back, while its underbelly remains a stark, shadowed white. Its black, lifeless eyes stare forward into space, its jaw slightly open, revealing rows of jagged, razor-sharp teeth. The only perceptible movement is the slow, rhythmic opening of its gills, disturbing the tiny particles of marine snow lazily drifting in the surrounding water. Rendered in a cool, deep blue palette, the scene creates an eerie and tense atmosphere of raw power and suspended, imminent violence.",
+ "token_credit_reward": 10.625,
+ "selected_reward": 10.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, almost imperceptible low-angle close-up of a massive great white shark suspended in deep blue ocean, with a tense S-curve, ethereal sunlight, and a dramatic atmosphere. The video largely follows this intent but does not fully realize all described details; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the shark, with stable lighting and color balance. There are no major artifacts or distortions, and the underwater rendering reads as plausible. However, the sequence lacks some depth cues and dynamic variation that would elevate realism, resulting in a solid but not exceptional visual quality (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements such as a large shark, underwater setting, and a tense posture. Yet key specifics from the prompt—most notably the dramatic ethereal lighting, pronounced muscular tension, and the precise low-angle perspective—are not fully realized. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe anatomy and underwater behavior appear believable, with coherent shading and motion. Some aspects of the prompt’s dramatic lighting and tension are underrepresented, but there are no glaring inconsistencies. Overall, physical/common-sense consistency is moderate (score 3).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 3.53125,
+ "MQ": 3.84375,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, almost imperceptible low-angle close-up of a massive great white shark suspended in deep blue ocean, with a tense S-curve, ethereal sunlight, and a dramatic atmosphere. The video largely follows this intent but does not fully realize all described details; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the shark, with stable lighting and color balance. There are no major artifacts or distortions, and the underwater rendering reads as plausible. However, the sequence lacks some depth cues and dynamic variation that would elevate realism, resulting in a solid but not exceptional visual quality (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements such as a large shark, underwater setting, and a tense posture. Yet key specifics from the prompt—most notably the dramatic ethereal lighting, pronounced muscular tension, and the precise low-angle perspective—are not fully realized. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe anatomy and underwater behavior appear believable, with coherent shading and motion. Some aspects of the prompt’s dramatic lighting and tension are underrepresented, but there are no glaring inconsistencies. Overall, physical/common-sense consistency is moderate (score 3).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, almost imperceptible low-angle close-up captures a massive great white shark, suspended motionless in the deep blue ocean. Its powerful body is tensed in a subtle S-curve, the coiled springs of muscle poised to unleash a devastating blow. The camera captures the hyper-detailed, rough texture of its skin, like rough gray-brown sandpaper, marked with a network of faint white scars from past encounters. Ethereal sunlight penetrates the water from above, casting a dramatic glow on its dorsal fin and back, while its underbelly remains a stark, shadowed white. Its black, lifeless eyes stare forward into space, its jaw slightly open, revealing rows of jagged, razor-sharp teeth. The only perceptible movement is the slow, rhythmic opening of its gills, disturbing the tiny particles of marine snow lazily drifting in the surrounding water. Rendered in a cool, deep blue palette, the scene creates an eerie and tense atmosphere of raw power and suspended, imminent violence.",
+ "seed": 23548,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_9/index_72_seed_23548_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.203125,
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+ "video_score2_overall": 9.5625,
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+ "question": "slow, almost imperceptible low-angle close-up captures a massive great white shark, suspended motionless in the deep blue ocean. Its powerful body is tensed in a subtle S-curve, the coiled springs of muscle poised to unleash a devastating blow. The camera captures the hyper-detailed, rough texture of its skin, like rough gray-brown sandpaper, marked with a network of faint white scars from past encounters. Ethereal sunlight penetrates the water from above, casting a dramatic glow on its dorsal fin and back, while its underbelly remains a stark, shadowed white. Its black, lifeless eyes stare forward into space, its jaw slightly open, revealing rows of jagged, razor-sharp teeth. The only perceptible movement is the slow, rhythmic opening of its gills, disturbing the tiny particles of marine snow lazily drifting in the surrounding water. Rendered in a cool, deep blue palette, the scene creates an eerie and tense atmosphere of raw power and suspended, imminent violence.",
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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 slow, almost imperceptible low-angle close-up of a massive great white shark suspended in deep blue ocean, with a tense S-curve, ethereal sunlight, and a dramatic atmosphere. The video largely follows this intent but does not fully realize all details; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the shark's features (skin texture, teeth, eye). Underwater lighting and color grading are believable, and there are no obvious artifacts or distortions. However, the sequence exhibits limited motion between frames, giving a somewhat static feel that reduces perceived dynamism. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements such as the low-angle close-up, the massive shark, the deep blue environment, and visible features like the eye, teeth, and gills. Yet certain aspects from the prompt—most notably the suspended, tense posture and the dramatic, ethereal lighting—are not fully realized. The alignment is acceptable but not strong, reflecting a moderate score (3/5).\n\nPhysical/Common-sense Consistency:\nAnatomy and underwater physics appear plausible: the shark's proportions, lighting interactions, and environmental context align with real-world expectations. The scene maintains coherent spatial relationships and plausible motion cues given the framing. Overall, Physical Consistency is moderate (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": 3.3125,
+ "TA": 3.203125,
+ "MQ": 3.078125,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, almost imperceptible low-angle close-up of a massive great white shark suspended in deep blue ocean, with a tense S-curve, ethereal sunlight, and a dramatic atmosphere. The video largely follows this intent but does not fully realize all details; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the shark's features (skin texture, teeth, eye). Underwater lighting and color grading are believable, and there are no obvious artifacts or distortions. However, the sequence exhibits limited motion between frames, giving a somewhat static feel that reduces perceived dynamism. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements such as the low-angle close-up, the massive shark, the deep blue environment, and visible features like the eye, teeth, and gills. Yet certain aspects from the prompt—most notably the suspended, tense posture and the dramatic, ethereal lighting—are not fully realized. The alignment is acceptable but not strong, reflecting a moderate score (3/5).\n\nPhysical/Common-sense Consistency:\nAnatomy and underwater physics appear plausible: the shark's proportions, lighting interactions, and environmental context align with real-world expectations. The scene maintains coherent spatial relationships and plausible motion cues given the framing. Overall, Physical Consistency is moderate (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"
+ ]
+ },
+ {
+ "prompt": "slow, almost imperceptible low-angle close-up captures a massive great white shark, suspended motionless in the deep blue ocean. Its powerful body is tensed in a subtle S-curve, the coiled springs of muscle poised to unleash a devastating blow. The camera captures the hyper-detailed, rough texture of its skin, like rough gray-brown sandpaper, marked with a network of faint white scars from past encounters. Ethereal sunlight penetrates the water from above, casting a dramatic glow on its dorsal fin and back, while its underbelly remains a stark, shadowed white. Its black, lifeless eyes stare forward into space, its jaw slightly open, revealing rows of jagged, razor-sharp teeth. The only perceptible movement is the slow, rhythmic opening of its gills, disturbing the tiny particles of marine snow lazily drifting in the surrounding water. Rendered in a cool, deep blue palette, the scene creates an eerie and tense atmosphere of raw power and suspended, imminent violence.",
+ "seed": 23549,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_9/index_72_seed_23549_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 3.140625,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 10.0,
+ "avg": 9.984375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slow, almost imperceptible low-angle close-up captures a massive great white shark, suspended motionless in the deep blue ocean. Its powerful body is tensed in a subtle S-curve, the coiled springs of muscle poised to unleash a devastating blow. The camera captures the hyper-detailed, rough texture of its skin, like rough gray-brown sandpaper, marked with a network of faint white scars from past encounters. Ethereal sunlight penetrates the water from above, casting a dramatic glow on its dorsal fin and back, while its underbelly remains a stark, shadowed white. Its black, lifeless eyes stare forward into space, its jaw slightly open, revealing rows of jagged, razor-sharp teeth. The only perceptible movement is the slow, rhythmic opening of its gills, disturbing the tiny particles of marine snow lazily drifting in the surrounding water. Rendered in a cool, deep blue palette, the scene creates an eerie and tense atmosphere of raw power and suspended, imminent violence.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, almost imperceptible low-angle close-up of a massive great white shark suspended in deep blue ocean, with a tense S-curve, hyper-detailed rough skin texture, ethereal sunlight, dramatic lighting on the dorsal fin, a stark white underbelly, black lifeless eyes, slightly open jaw revealing jagged teeth, and the slow rhythmic opening of gills. The overall mood is eerie and tense, with a deep blue palette and suspended, imminent violence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the shark's features, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The underwater lighting and color grading are plausible, though not consistently flawless across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large white shark, underwater setting, close-up framing, and the presence of scars, eyes, and teeth. Some nuanced aspects such as the exact timing of gill movements or the precise ethereal lighting are not perfectly matched, but the main prompt components are well represented.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The anatomy and underwater behavior appear plausible, with believable proportions and motion. However, there are minor deviations in lighting interactions and micro-motions that prevent a higher score.\n\nScoring Breakdown:\nVisual Quality: 3; Text-to-Video Alignment: 4; Physical Consistency: 3\n\nground-truth of Dim-1: 'Visual Quality':\n3\n\nground-truth of Dim-2: 'Text-to-Video Alignment':\n4\n\nground-truth of Dim-3: 'Physical Consistency' (also referred to as Common-sense Consistency):\n3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 3.140625,
+ "MQ": 3.484375,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, almost imperceptible low-angle close-up of a massive great white shark suspended in deep blue ocean, with a tense S-curve, hyper-detailed rough skin texture, ethereal sunlight, dramatic lighting on the dorsal fin, a stark white underbelly, black lifeless eyes, slightly open jaw revealing jagged teeth, and the slow rhythmic opening of gills. The overall mood is eerie and tense, with a deep blue palette and suspended, imminent violence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the shark's features, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The underwater lighting and color grading are plausible, though not consistently flawless across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large white shark, underwater setting, close-up framing, and the presence of scars, eyes, and teeth. Some nuanced aspects such as the exact timing of gill movements or the precise ethereal lighting are not perfectly matched, but the main prompt components are well represented.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The anatomy and underwater behavior appear plausible, with believable proportions and motion. However, there are minor deviations in lighting interactions and micro-motions that prevent a higher score.\n\nScoring Breakdown:\nVisual Quality: 3; Text-to-Video Alignment: 4; Physical Consistency: 3\n\nground-truth of Dim-1: 'Visual Quality':\n3\n\nground-truth of Dim-2: 'Text-to-Video Alignment':\n4\n\nground-truth of Dim-3: 'Physical Consistency' (also referred to as Common-sense Consistency):\n3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, almost imperceptible low-angle close-up captures a massive great white shark, suspended motionless in the deep blue ocean. Its powerful body is tensed in a subtle S-curve, the coiled springs of muscle poised to unleash a devastating blow. The camera captures the hyper-detailed, rough texture of its skin, like rough gray-brown sandpaper, marked with a network of faint white scars from past encounters. Ethereal sunlight penetrates the water from above, casting a dramatic glow on its dorsal fin and back, while its underbelly remains a stark, shadowed white. Its black, lifeless eyes stare forward into space, its jaw slightly open, revealing rows of jagged, razor-sharp teeth. The only perceptible movement is the slow, rhythmic opening of its gills, disturbing the tiny particles of marine snow lazily drifting in the surrounding water. Rendered in a cool, deep blue palette, the scene creates an eerie and tense atmosphere of raw power and suspended, imminent violence.",
+ "seed": 23550,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_9/index_72_seed_23550_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, almost imperceptible low-angle close-up captures a massive great white shark, suspended motionless in the deep blue ocean. Its powerful body is tensed in a subtle S-curve, the coiled springs of muscle poised to unleash a devastating blow. The camera captures the hyper-detailed, rough texture of its skin, like rough gray-brown sandpaper, marked with a network of faint white scars from past encounters. Ethereal sunlight penetrates the water from above, casting a dramatic glow on its dorsal fin and back, while its underbelly remains a stark, shadowed white. Its black, lifeless eyes stare forward into space, its jaw slightly open, revealing rows of jagged, razor-sharp teeth. The only perceptible movement is the slow, rhythmic opening of its gills, disturbing the tiny particles of marine snow lazily drifting in the surrounding water. Rendered in a cool, deep blue palette, the scene creates an eerie and tense atmosphere of raw power and suspended, imminent violence.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow, almost imperceptible low-angle close-up of a massive great white shark suspended in deep blue ocean, with a tense S-curve, ethereal sunlight, and a dramatic atmosphere. The video largely follows this intent but does not fully realize all described details; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the shark's features (skin texture, eye, teeth). However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a high-end look. Overall, visual quality is acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements such as underwater setting, close-up framing, and visible features like the eye and teeth. Yet some aspects from the prompt—specifically the exact motionless suspension, the dramatic lighting, and the precise color palette—are not consistently realized. The alignment is adequate but not strong.\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and spatial relationships. There are no major violations of common sense, though minor lighting nuances and perspective choices introduce small inconsistencies. Overall, physical consistency is reasonable.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 3, and Physical Consistency 3. The revised assessment reflects mid-level performance across all three dimensions, with room for improvement in fidelity and consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 3.15625,
+ "MQ": 3.21875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "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\nText Prompt Analysis:\nThe prompt describes a slow, almost imperceptible low-angle close-up of a massive great white shark suspended in deep blue ocean, with a tense S-curve, ethereal sunlight, and a dramatic atmosphere. The video largely follows this intent but does not fully realize all described details; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the shark's features (skin texture, eye, teeth). However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a high-end look. Overall, visual quality is acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements such as underwater setting, close-up framing, and visible features like the eye and teeth. Yet some aspects from the prompt—specifically the exact motionless suspension, the dramatic lighting, and the precise color palette—are not consistently realized. The alignment is adequate but not strong.\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and spatial relationships. There are no major violations of common sense, though minor lighting nuances and perspective choices introduce small inconsistencies. Overall, physical consistency is reasonable.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 3, and Physical Consistency 3. The revised assessment reflects mid-level performance across all three dimensions, with room for improvement in fidelity and consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_0/index_tensor([9566, 9566])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_0/index_tensor([9566, 9566])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d2028a7de954c03add02c66701bd2dea5affd76
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_0/index_tensor([9566, 9566])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, extreme close-up, captured from a slightly elevated angle, meticulously depicts a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. Immediately, the bead of ink begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The entire scene, captured with an extremely shallow depth of field, creates an atmosphere of focused, clinical, and captivating attention, isolating a simple, inevitable action.",
+ "seed": 29737,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_0/index_9566_seed_29737_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.75,
+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up, captured from a slightly elevated angle, meticulously depicts a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. Immediately, the bead of ink begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The entire scene, captured with an extremely shallow depth of field, creates an atmosphere of focused, clinical, and captivating attention, isolating a simple, inevitable action.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
+ "frame_importance": [
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+ 0.07742267847061157,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up shot from a slightly elevated angle depicting a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. The bead of ink then begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The entire scene is captured with an extremely shallow depth of field to create an atmosphere of focused, clinical, and captivating attention, isolating a simple, inevitable action.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The imagery maintains good sharpness and consistent lighting, with a convincing depth-of-field effect and a clean white surface. However, there are minor inconsistencies in the perceived motion between frames (e.g., slight jitter or abrupt transitions) and occasional subtle artifacts that prevent a higher-fidelity impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a dark marker-like object, visible ink, and a reflective surface. However, key aspects described in the prompt are not fully realized: the crack pattern and the dramatic, suspended drop are not clearly depicted, and the sequence does not convincingly show a soft, imperceptible impact or a subsequent roll with a sharp trail. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical cues (ink viscosity, surface interaction, and general lighting). Yet some dynamics are underdeveloped: the drop’s behavior and gravity-driven motion are not consistently demonstrated, and the overall physical realism remains at a moderate level (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": {
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+ "TA": 3,
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+ },
+ "soft_scores": {
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+ "MQ": 2.96875,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up shot from a slightly elevated angle depicting a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. The bead of ink then begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The entire scene is captured with an extremely shallow depth of field to create an atmosphere of focused, clinical, and captivating attention, isolating a simple, inevitable action.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The imagery maintains good sharpness and consistent lighting, with a convincing depth-of-field effect and a clean white surface. However, there are minor inconsistencies in the perceived motion between frames (e.g., slight jitter or abrupt transitions) and occasional subtle artifacts that prevent a higher-fidelity impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a dark marker-like object, visible ink, and a reflective surface. However, key aspects described in the prompt are not fully realized: the crack pattern and the dramatic, suspended drop are not clearly depicted, and the sequence does not convincingly show a soft, imperceptible impact or a subsequent roll with a sharp trail. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical cues (ink viscosity, surface interaction, and general lighting). Yet some dynamics are underdeveloped: the drop’s behavior and gravity-driven motion are not consistently demonstrated, and the overall physical realism remains at a moderate level (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, extreme close-up, captured from a slightly elevated angle, meticulously depicts a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. Immediately, the bead of ink begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The entire scene, captured with an extremely shallow depth of field, creates an atmosphere of focused, clinical, and captivating attention, isolating a simple, inevitable action.",
+ "seed": 29738,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_0/index_9566_seed_29738_dp_0_rank_0_sample_1_slot_1.mp4",
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+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.0625,
+ "avg": 7.0703125,
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+ "question": "static, extreme close-up, captured from a slightly elevated angle, meticulously depicts a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. Immediately, the bead of ink begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The entire scene, captured with an extremely shallow depth of field, creates an atmosphere of focused, clinical, and captivating attention, isolating a simple, inevitable action.",
+ "token_credit_reward": 7.0625,
+ "selected_reward": 7.0625,
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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 a static, extreme close-up shot from a slightly elevated angle depicting a cracked black marker. It specifies a worn, matte plastic shell with a jagged, hairline crack near the felt tip, illuminated by a cool, single-room studio light, a drop of inky black ink that seeps from the crack, expands into a shimmering sphere, then detaches and falls onto a tilted, pristine white surface with a subtle paper texture, followed by a steady downward roll and a thin, sharp continuous black trail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a black marker on a white surface with a shallow depth of field. The overall image quality is moderate; there is some blur and limited fine detail, but the scene remains legible. Frame 1 shows the marker with visible texture; Frames 2–5 show varying degrees of blur and loss of sharpness. The sequence does not maintain high clarity throughout, yet it does not render the content unusable. Overall, visual quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (close-up view, marker presence, white surface). However, key aspects such as the explicit crack near the felt tip, the dramatic ink expansion into a shimmering sphere, the ink detachment and fall, and the subsequent roll with a sharp trail are not convincingly depicted. The alignment is partial and does not fully realize the narrative progression described. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThere are notable gaps between the described physical dynamics and what is shown. The expected dramatic ink flow, sphere formation, and gravity-driven detachment are not convincingly demonstrated, and the sequence lacks coherent physical progression. The result is a low level of common-sense consistency (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "TA": 1.6953125,
+ "MQ": 2.90625,
+ "Overall": 7.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up shot from a slightly elevated angle depicting a cracked black marker. It specifies a worn, matte plastic shell with a jagged, hairline crack near the felt tip, illuminated by a cool, single-room studio light, a drop of inky black ink that seeps from the crack, expands into a shimmering sphere, then detaches and falls onto a tilted, pristine white surface with a subtle paper texture, followed by a steady downward roll and a thin, sharp continuous black trail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a black marker on a white surface with a shallow depth of field. The overall image quality is moderate; there is some blur and limited fine detail, but the scene remains legible. Frame 1 shows the marker with visible texture; Frames 2–5 show varying degrees of blur and loss of sharpness. The sequence does not maintain high clarity throughout, yet it does not render the content unusable. Overall, visual quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (close-up view, marker presence, white surface). However, key aspects such as the explicit crack near the felt tip, the dramatic ink expansion into a shimmering sphere, the ink detachment and fall, and the subsequent roll with a sharp trail are not convincingly depicted. The alignment is partial and does not fully realize the narrative progression described. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThere are notable gaps between the described physical dynamics and what is shown. The expected dramatic ink flow, sphere formation, and gravity-driven detachment are not convincingly demonstrated, and the sequence lacks coherent physical progression. The result is a low level of common-sense consistency (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 29739,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_0/index_9566_seed_29739_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 1.65625,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 7.40625,
+ "avg": 7.421875,
+ "reward_records": [
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+ "question": "static, extreme close-up, captured from a slightly elevated angle, meticulously depicts a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. Immediately, the bead of ink begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The entire scene, captured with an extremely shallow depth of field, creates an atmosphere of focused, clinical, and captivating attention, isolating a simple, inevitable action.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up shot from a slightly elevated angle depicting a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. The bead of ink then begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The scene is captured with an extremely shallow depth of field to create a focused, clinical, and captivating atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but the overall detail remains acceptable. The depth-of-field effect is present and consistent, though not perfectly uniform across all frames. Lighting is generally stable and provides adequate contrast between the dark marker and the light surface. There are no major distortions or artifacts, and transitions between frames are smooth. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt, including a static close-up perspective and a visible crack in the marker. However, key aspects of the prompt are not convincingly realized: the ink does not visibly seep from the crack, there is no evident expansion into a spherical drop, and the dramatic sequence of detachment, gravity-driven fall, and rolling trail is not demonstrated. The result is a partial alignment with notable gaps, yielding a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the marker sits stably on the surface, lighting and shadows are coherent, and the surface texture appears realistic. The absence of the dynamic ink-seepage and subsequent motion reduces the perceived realism somewhat, but there are no obvious physical contradictions. Overall, Physical/Common-sense Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 1.65625,
+ "MQ": 2.96875,
+ "Overall": 7.40625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up shot from a slightly elevated angle depicting a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. The bead of ink then begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The scene is captured with an extremely shallow depth of field to create a focused, clinical, and captivating atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but the overall detail remains acceptable. The depth-of-field effect is present and consistent, though not perfectly uniform across all frames. Lighting is generally stable and provides adequate contrast between the dark marker and the light surface. There are no major distortions or artifacts, and transitions between frames are smooth. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt, including a static close-up perspective and a visible crack in the marker. However, key aspects of the prompt are not convincingly realized: the ink does not visibly seep from the crack, there is no evident expansion into a spherical drop, and the dramatic sequence of detachment, gravity-driven fall, and rolling trail is not demonstrated. The result is a partial alignment with notable gaps, yielding a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the marker sits stably on the surface, lighting and shadows are coherent, and the surface texture appears realistic. The absence of the dynamic ink-seepage and subsequent motion reduces the perceived realism somewhat, but there are no obvious physical contradictions. Overall, Physical/Common-sense Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up, captured from a slightly elevated angle, meticulously depicts a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. Immediately, the bead of ink begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The entire scene, captured with an extremely shallow depth of field, creates an atmosphere of focused, clinical, and captivating attention, isolating a simple, inevitable action.",
+ "seed": 29740,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_0/index_9566_seed_29740_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.25,
+ "video_score2_ta": 1.7734375,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.0,
+ "avg": 8.0078125,
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up, captured from a slightly elevated angle, meticulously depicts a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. Immediately, the bead of ink begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The entire scene, captured with an extremely shallow depth of field, creates an atmosphere of focused, clinical, and captivating attention, isolating a simple, inevitable action.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up shot from a slightly elevated angle depicting a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. The bead of ink then begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The scene is captured with an extremely shallow depth of field to create a focused, clinical, and captivating atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the shallow depth of field is present, with the background sufficiently blurred. Lighting remains consistent and the overall color palette is restrained (black ink against a muted surface). There are no obvious artifacts or distortions, and the sequence appears stable. However, the overall polish is moderate rather than high-end, and some fine-grained details may be underrepresented due to the close framing. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. While the video presents a close-up view of a marker-like object and visible ink, several key elements described in the prompt are not clearly realized: the precise depiction of a jagged, hairline crack near the felt tip; the dramatic, suspended moment before the drop; the explicit downward roll and the stark, continuous trail across a barren white surface. The result is a partial alignment where core motifs are suggested but many nuanced actions and dynamics are missing or underdeveloped. Overall, Text-to-Video Alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe observed ink behavior shows plausible viscosity and gravity-driven motion, with a coherent progression from pooling to a rolling trail. Some micro-dynamics and timing are simplified, and certain moments (e.g., the exact suspension and subsequent impact) are not fully realized. Nevertheless, the sequence maintains believable physical plausibility and consistent lighting cues, yielding a moderate level of 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
+ },
+ "soft_scores": {
+ "VQ": 3.25,
+ "TA": 1.7734375,
+ "MQ": 2.984375,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up shot from a slightly elevated angle depicting a cracked black marker. The pen's worn, matte plastic shell bears a jagged, hairline crack near the stressed felt tip. Illuminated by the cool, single-room studio light, a drop of inky black ink slowly seeps from the crack, expanding into a shimmering, perfect sphere that reflects the light. After a moment of tense suspension, the drop, subject to gravity, detaches from the pen and falls onto a tilted, pristine white surface with a subtle paper texture, creating a soft, imperceptible impact. The bead of ink then begins a steady and deliberate downward roll, leaving a thin, sharp, continuous black trail in its wake, a stark line bisecting the barren white area. The scene is captured with an extremely shallow depth of field to create a focused, clinical, and captivating atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the shallow depth of field is present, with the background sufficiently blurred. Lighting remains consistent and the overall color palette is restrained (black ink against a muted surface). There are no obvious artifacts or distortions, and the sequence appears stable. However, the overall polish is moderate rather than high-end, and some fine-grained details may be underrepresented due to the close framing. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. While the video presents a close-up view of a marker-like object and visible ink, several key elements described in the prompt are not clearly realized: the precise depiction of a jagged, hairline crack near the felt tip; the dramatic, suspended moment before the drop; the explicit downward roll and the stark, continuous trail across a barren white surface. The result is a partial alignment where core motifs are suggested but many nuanced actions and dynamics are missing or underdeveloped. Overall, Text-to-Video Alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe observed ink behavior shows plausible viscosity and gravity-driven motion, with a coherent progression from pooling to a rolling trail. Some micro-dynamics and timing are simplified, and certain moments (e.g., the exact suspension and subsequent impact) are not fully realized. Nevertheless, the sequence maintains believable physical plausibility and consistent lighting cues, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_1/index_tensor([5736, 5736])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_1/index_tensor([5736, 5736])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..32776a6df6aa623930b14f78b22ee5635b49319e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_1/index_tensor([5736, 5736])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 24043,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_1/index_5736_seed_24043_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.125,
+ "video_score2_ta": 1.6640625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 7.8125,
+ "avg": 7.8046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "smooth, 360-degree orbiting camera, beginning from a slightly bird's-eye view, slowly rotates around a futuristic black metal laboratory table. Lying quietly on the table lies a mechanic, with a perfectly symmetrical, delicate face and neatly cropped pearly white hair. Her body embodies an inorganic, still beauty. Her skin is a translucent, silicone-like synthetic material with a delicate texture. Beneath it, a complex network of microscopic wires and chips is clearly visible. As her system programs activate, these deeply buried circuits begin to emit a soft, rhythmic blue glow, flowing along delicate pathways like slowly awakening nerve pulses. The camera, in its steady rotation, captures the first sign of her awakening: a subtle twitch at the tips of her fingers. Then, her eyelids begin to tremble, then slowly, inching upward, revealing a pair of irises shimmering with a silvery-blue light. The pupils, upon fully opening, rapidly constrict, as if adjusting focus. The entire scene is shrouded in a cold, high-tech atmosphere. The only light sources are the pulsating light emanating from her body and the blurry control panel screen in the background, which flashes with data streams. These lights cast unpredictable cold light and shadows in the dark, clean laboratory environment, creating a solemn moment that is both sacred and full of uncertainty, witnessing the birth of new life.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a smooth, 360-degree orbiting camera starting from a slightly bird's-eye view, rotating around a futuristic black metal laboratory table where a mechanic lies quietly. The subject has a perfectly symmetrical, delicate face and neatly cropped pearly white hair. The body is portrayed as inorganic and still beautiful, with translucent, silicone-like synthetic skin and visible microscopic wiring beneath. As the system activates, there should be a soft blue glow, a subtle twitch at the finger tips, eyelids trembling, and eventually the eyes opening with a silvery-blue light while the pupils constrict. The scene should convey a cold, high-tech atmosphere with pulsating body light and data streams on a blurred control panel, culminating in a moment of potential awakening.\n\nVisual Quality Analysis:\nAcross the frames, the rendering shows a consistent blue-toned aesthetic and a smooth camera orbit. The resolution is adequate but not high, and some fine details remain soft or blurred. Lighting is stable and coherent, with no obvious distortions or artifacts, and the overall composition remains steady throughout. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a smooth orbiting camera, a futuristic lab setting, and a figure lying on a surface with a blue glow — and maintains a cohesive visual language. However, several key narrative cues are underrepresented: the hair detail is not clearly visible, the microscopic wiring beneath the skin is not shown, and the dynamic sequence of awakening (twitches, eyelid movement, eye opening) is not demonstrated. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible anatomy and a believable lab context, with consistent lighting and spatial relationships. Yet the absence of explicit mechanical details and the lack of observable dynamic cues reduce the perceived realism of a true mechanical being coming to life. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 1.6640625,
+ "MQ": 3.015625,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a smooth, 360-degree orbiting camera starting from a slightly bird's-eye view, rotating around a futuristic black metal laboratory table where a mechanic lies quietly. The subject has a perfectly symmetrical, delicate face and neatly cropped pearly white hair. The body is portrayed as inorganic and still beautiful, with translucent, silicone-like synthetic skin and visible microscopic wiring beneath. As the system activates, there should be a soft blue glow, a subtle twitch at the finger tips, eyelids trembling, and eventually the eyes opening with a silvery-blue light while the pupils constrict. The scene should convey a cold, high-tech atmosphere with pulsating body light and data streams on a blurred control panel, culminating in a moment of potential awakening.\n\nVisual Quality Analysis:\nAcross the frames, the rendering shows a consistent blue-toned aesthetic and a smooth camera orbit. The resolution is adequate but not high, and some fine details remain soft or blurred. Lighting is stable and coherent, with no obvious distortions or artifacts, and the overall composition remains steady throughout. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a smooth orbiting camera, a futuristic lab setting, and a figure lying on a surface with a blue glow — and maintains a cohesive visual language. However, several key narrative cues are underrepresented: the hair detail is not clearly visible, the microscopic wiring beneath the skin is not shown, and the dynamic sequence of awakening (twitches, eyelid movement, eye opening) is not demonstrated. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible anatomy and a believable lab context, with consistent lighting and spatial relationships. Yet the absence of explicit mechanical details and the lack of observable dynamic cues reduce the perceived realism of a true mechanical being coming to life. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "smooth, 360-degree orbiting camera, beginning from a slightly bird's-eye view, slowly rotates around a futuristic black metal laboratory table. Lying quietly on the table lies a mechanic, with a perfectly symmetrical, delicate face and neatly cropped pearly white hair. Her body embodies an inorganic, still beauty. Her skin is a translucent, silicone-like synthetic material with a delicate texture. Beneath it, a complex network of microscopic wires and chips is clearly visible. As her system programs activate, these deeply buried circuits begin to emit a soft, rhythmic blue glow, flowing along delicate pathways like slowly awakening nerve pulses. The camera, in its steady rotation, captures the first sign of her awakening: a subtle twitch at the tips of her fingers. Then, her eyelids begin to tremble, then slowly, inching upward, revealing a pair of irises shimmering with a silvery-blue light. The pupils, upon fully opening, rapidly constrict, as if adjusting focus. The entire scene is shrouded in a cold, high-tech atmosphere. The only light sources are the pulsating light emanating from her body and the blurry control panel screen in the background, which flashes with data streams. These lights cast unpredictable cold light and shadows in the dark, clean laboratory environment, creating a solemn moment that is both sacred and full of uncertainty, witnessing the birth of new life.",
+ "seed": 24044,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_1/index_5736_seed_24044_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,
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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 highly specific scenario involving a futuristic laboratory setting, a mechanically enhanced or synthetic human subject, and a detailed sequence of awakening cues (twitches, eye movements, glow from internal systems). The video, however, does not realize these elements; the alignment to the prompt is effectively absent.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy blue tinting and pronounced color grading that wash out details. The resolution appears limited, with noticeable compression artifacts and inconsistent lighting that reduce clarity. The imagery reads as synthetic or rendered rather than photorealistic, and the overall presentation lacks polish. Transitions between frames feel abrupt due to the heavy processing, contributing to a low-fidelity impression. Overall, visual quality is poor and does not meet typical standards for clear, high-quality rendering.\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful correspondence to the described prompt. The frames depict abstract, ambiguous shapes with no identifiable subject matching the specified human/mechanic character, and the futuristic laboratory context is not convincingly established. The requested dynamic sequence (rotation, lighting changes, and progressive awakening cues) is not realized; the video remains static and disconnected from the narrative intent. In short, alignment to the prompt is severely lacking.\n\nPhysical/Common-sense Consistency:\nThe visuals maintain basic coherence in terms of lighting and spatial relationships, but the extreme abstraction and lack of recognizable objects prevent any credible physical interpretation. There are no obvious physics violations, yet the content offers little to no meaningful common-sense information about the depicted scene. Overall, physical consistency is limited but not entirely broken.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "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 a highly specific scenario involving a futuristic laboratory setting, a mechanically enhanced or synthetic human subject, and a detailed sequence of awakening cues (twitches, eye movements, glow from internal systems). The video, however, does not realize these elements; the alignment to the prompt is effectively absent.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy blue tinting and pronounced color grading that wash out details. The resolution appears limited, with noticeable compression artifacts and inconsistent lighting that reduce clarity. The imagery reads as synthetic or rendered rather than photorealistic, and the overall presentation lacks polish. Transitions between frames feel abrupt due to the heavy processing, contributing to a low-fidelity impression. Overall, visual quality is poor and does not meet typical standards for clear, high-quality rendering.\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful correspondence to the described prompt. The frames depict abstract, ambiguous shapes with no identifiable subject matching the specified human/mechanic character, and the futuristic laboratory context is not convincingly established. The requested dynamic sequence (rotation, lighting changes, and progressive awakening cues) is not realized; the video remains static and disconnected from the narrative intent. In short, alignment to the prompt is severely lacking.\n\nPhysical/Common-sense Consistency:\nThe visuals maintain basic coherence in terms of lighting and spatial relationships, but the extreme abstraction and lack of recognizable objects prevent any credible physical interpretation. There are no obvious physics violations, yet the content offers little to no meaningful common-sense information about the depicted scene. Overall, physical consistency is limited but not entirely broken.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 24045,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_1/index_5736_seed_24045_dp_3_rank_6_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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a smooth, 360-degree orbiting camera starting from a slightly bird's-eye view, rotating around a futuristic black metal laboratory table where a mechanic lies quietly. The subject has a perfectly symmetrical, delicate face with neatly cropped pearly white hair. The body is portrayed as inorganic and still beautiful, with translucent, silicone-like synthetic skin and visible microscopic wiring beneath. As the system activates, there should be a soft blue glow, a subtle twitch at the finger tips, eyelids trembling, and eventually the eyes opening with a silvery-blue light while the pupils constrict. The scene should convey a cold, high-tech atmosphere with pulsating body light and a blurred control panel in the background, creating a solemn moment of transition.\n\nVisual Quality Analysis:\nAcross the frames, the rendering shows a blue-tinted aesthetic with consistent lighting and a smooth, coherent look. The resolution is adequate and the character design remains stable across shots. However, the overall presentation reads as mid-range rather than high-end; some surfaces appear overly smooth and the micro-details and depth cues are limited, giving a slightly artificial or CGI feel. There are no obvious distortions or artifacts, but the visuals do not reach a high level of realism or cinematic polish. Overall, Visual Quality aligns with a moderate score.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a futuristic setting, a mechanical figure, blue lighting, and a high-tech ambiance — and maintains a consistent visual language throughout. However, key dynamic moments described in the prompt are not realized: there is no clear 360-degree orbiting motion, no evident activation sequence, and no visible eye movement or pupil changes. The result is a partial alignment: the aesthetic and mood are present, but the narrative progression and specific actions are underrepresented. This yields a moderate alignment assessment.\n\nPhysical Consistency (Common-sense):\nThe depiction maintains plausible proportions and a coherent integration of mechanical components within a synthetic form. Lighting, shadows, and spatial relationships stay consistent, supporting a believable high-tech environment. While the design is stylized and not strictly constrained by real-world physics, there are no glaring inconsistencies in how parts relate to one another or how energy flows through the system. Overall, Physical Consistency is acceptable and coherent, though not exceptional.\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": 3.015625,
+ "TA": 2.078125,
+ "MQ": 2.984375,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "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, 360-degree orbiting camera starting from a slightly bird's-eye view, rotating around a futuristic black metal laboratory table where a mechanic lies quietly. The subject has a perfectly symmetrical, delicate face with neatly cropped pearly white hair. The body is portrayed as inorganic and still beautiful, with translucent, silicone-like synthetic skin and visible microscopic wiring beneath. As the system activates, there should be a soft blue glow, a subtle twitch at the finger tips, eyelids trembling, and eventually the eyes opening with a silvery-blue light while the pupils constrict. The scene should convey a cold, high-tech atmosphere with pulsating body light and a blurred control panel in the background, creating a solemn moment of transition.\n\nVisual Quality Analysis:\nAcross the frames, the rendering shows a blue-tinted aesthetic with consistent lighting and a smooth, coherent look. The resolution is adequate and the character design remains stable across shots. However, the overall presentation reads as mid-range rather than high-end; some surfaces appear overly smooth and the micro-details and depth cues are limited, giving a slightly artificial or CGI feel. There are no obvious distortions or artifacts, but the visuals do not reach a high level of realism or cinematic polish. Overall, Visual Quality aligns with a moderate score.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a futuristic setting, a mechanical figure, blue lighting, and a high-tech ambiance — and maintains a consistent visual language throughout. However, key dynamic moments described in the prompt are not realized: there is no clear 360-degree orbiting motion, no evident activation sequence, and no visible eye movement or pupil changes. The result is a partial alignment: the aesthetic and mood are present, but the narrative progression and specific actions are underrepresented. This yields a moderate alignment assessment.\n\nPhysical Consistency (Common-sense):\nThe depiction maintains plausible proportions and a coherent integration of mechanical components within a synthetic form. Lighting, shadows, and spatial relationships stay consistent, supporting a believable high-tech environment. While the design is stylized and not strictly constrained by real-world physics, there are no glaring inconsistencies in how parts relate to one another or how energy flows through the system. Overall, Physical Consistency is acceptable and coherent, though not exceptional.\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": "smooth, 360-degree orbiting camera, beginning from a slightly bird's-eye view, slowly rotates around a futuristic black metal laboratory table. Lying quietly on the table lies a mechanic, with a perfectly symmetrical, delicate face and neatly cropped pearly white hair. Her body embodies an inorganic, still beauty. Her skin is a translucent, silicone-like synthetic material with a delicate texture. Beneath it, a complex network of microscopic wires and chips is clearly visible. As her system programs activate, these deeply buried circuits begin to emit a soft, rhythmic blue glow, flowing along delicate pathways like slowly awakening nerve pulses. The camera, in its steady rotation, captures the first sign of her awakening: a subtle twitch at the tips of her fingers. Then, her eyelids begin to tremble, then slowly, inching upward, revealing a pair of irises shimmering with a silvery-blue light. The pupils, upon fully opening, rapidly constrict, as if adjusting focus. The entire scene is shrouded in a cold, high-tech atmosphere. The only light sources are the pulsating light emanating from her body and the blurry control panel screen in the background, which flashes with data streams. These lights cast unpredictable cold light and shadows in the dark, clean laboratory environment, creating a solemn moment that is both sacred and full of uncertainty, witnessing the birth of new life.",
+ "seed": 24046,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_1/index_5736_seed_24046_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": 3.171875,
+ "video_score2_ta": 2.375,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.5,
+ "avg": 8.515625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "smooth, 360-degree orbiting camera, beginning from a slightly bird's-eye view, slowly rotates around a futuristic black metal laboratory table. Lying quietly on the table lies a mechanic, with a perfectly symmetrical, delicate face and neatly cropped pearly white hair. Her body embodies an inorganic, still beauty. Her skin is a translucent, silicone-like synthetic material with a delicate texture. Beneath it, a complex network of microscopic wires and chips is clearly visible. As her system programs activate, these deeply buried circuits begin to emit a soft, rhythmic blue glow, flowing along delicate pathways like slowly awakening nerve pulses. The camera, in its steady rotation, captures the first sign of her awakening: a subtle twitch at the tips of her fingers. Then, her eyelids begin to tremble, then slowly, inching upward, revealing a pair of irises shimmering with a silvery-blue light. The pupils, upon fully opening, rapidly constrict, as if adjusting focus. The entire scene is shrouded in a cold, high-tech atmosphere. The only light sources are the pulsating light emanating from her body and the blurry control panel screen in the background, which flashes with data streams. These lights cast unpredictable cold light and shadows in the dark, clean laboratory environment, creating a solemn moment that is both sacred and full of uncertainty, witnessing the birth of new life.",
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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, 360-degree orbiting camera starting from a slightly bird's-eye view, rotating around a futuristic black metal laboratory table where a mechanic lies quietly. The subject has a perfectly symmetrical, delicate face with neatly cropped pearly white hair, embodying an inorganic, still beauty. Skin appears translucent and synthetic, with visible microscopic wiring beneath. As the system activates, there should be a soft blue glow, a subtle twitch at the finger tips, eyelids trembling, and eventually the eyes opening with irises shimmering silver-blue. The scene should convey a cold, high-tech atmosphere with pulsating body light and data streams on a blurred control panel, casting shadows in a clean laboratory setting.\n\nVisual Quality Analysis:\nAcross the sequence, the rendering shows moderate clarity with some softness and occasional blur, but overall the frames remain legible. Lighting is consistent with a cool, clinical palette, and color grading supports the intended mood. There are no major distortions or abrupt frame-to-frame changes, and the composition remains coherent throughout. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a futuristic laboratory setting, a figure lying on a surface, and a blue glow — and maintains a smooth orbiting motion. However, several key details are not clearly realized: the hair color and styling do not match the described pearly white crop, and the intricate microscopic wiring beneath the skin is not visibly depicted. The eye movement and iris details are not clearly demonstrated, and the precise timing of the awakening cues is ambiguous. While the general concept is present, many specific prompt aspects are underrepresented, resulting in a moderate alignment score (3).\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible anatomy and a believable lab context, with coherent lighting and spatial relationships. Some aspects, such as the exact hair color and the detailed internal wiring, are not convincingly realized, introducing mild inconsistencies. Overall, physical/common-sense consistency is acceptable but not strong (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": 3.171875,
+ "TA": 2.375,
+ "MQ": 2.96875,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a smooth, 360-degree orbiting camera starting from a slightly bird's-eye view, rotating around a futuristic black metal laboratory table where a mechanic lies quietly. The subject has a perfectly symmetrical, delicate face with neatly cropped pearly white hair, embodying an inorganic, still beauty. Skin appears translucent and synthetic, with visible microscopic wiring beneath. As the system activates, there should be a soft blue glow, a subtle twitch at the finger tips, eyelids trembling, and eventually the eyes opening with irises shimmering silver-blue. The scene should convey a cold, high-tech atmosphere with pulsating body light and data streams on a blurred control panel, casting shadows in a clean laboratory setting.\n\nVisual Quality Analysis:\nAcross the sequence, the rendering shows moderate clarity with some softness and occasional blur, but overall the frames remain legible. Lighting is consistent with a cool, clinical palette, and color grading supports the intended mood. There are no major distortions or abrupt frame-to-frame changes, and the composition remains coherent throughout. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a futuristic laboratory setting, a figure lying on a surface, and a blue glow — and maintains a smooth orbiting motion. However, several key details are not clearly realized: the hair color and styling do not match the described pearly white crop, and the intricate microscopic wiring beneath the skin is not visibly depicted. The eye movement and iris details are not clearly demonstrated, and the precise timing of the awakening cues is ambiguous. While the general concept is present, many specific prompt aspects are underrepresented, resulting in a moderate alignment score (3).\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible anatomy and a believable lab context, with coherent lighting and spatial relationships. Some aspects, such as the exact hair color and the detailed internal wiring, are not convincingly realized, introducing mild inconsistencies. Overall, physical/common-sense consistency is acceptable but not strong (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_10/index_tensor([3492, 3492])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_10/index_tensor([3492, 3492])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ca5a246b283ab743418f55a74254e041fba1af5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_10/index_tensor([3492, 3492])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dramatic low-angle, wide shot captures a massive wind turbine, set against a swirling vortex of violet and dark gray storm clouds. The camera is initially static, establishing the immensity of the white cylindrical tower and its three massive composite blades swaying in the fierce wind. Suddenly, the camera begins a smooth, urgent upward tilt as the entire three-blade assembly catastrophically shears off its central nacelle in a shower of metallic sparks and shattered material. Momentarily defying gravity, the massive structure is thrust violently upward, soaring and tumbling uncontrollably like a broken windmill. It rises to the center of the storm, its white form contrasting sharply against the dark, turbulent clouds before being engulfed by the roiling chaos, creating a scene imbued with the terrifying and awe-inspiring atmosphere of catastrophic mechanical failure.",
+ "seed": 23686,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_10/index_3492_seed_23686_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": 2.421875,
+ "video_score2_ta": 2.65625,
+ "video_score2_mq": 2.609375,
+ "video_score2_overall": 7.6875,
+ "avg": 7.6875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dramatic low-angle, wide shot captures a massive wind turbine, set against a swirling vortex of violet and dark gray storm clouds. The camera is initially static, establishing the immensity of the white cylindrical tower and its three massive composite blades swaying in the fierce wind. Suddenly, the camera begins a smooth, urgent upward tilt as the entire three-blade assembly catastrophically shears off its central nacelle in a shower of metallic sparks and shattered material. Momentarily defying gravity, the massive structure is thrust violently upward, soaring and tumbling uncontrollably like a broken windmill. It rises to the center of the storm, its white form contrasting sharply against the dark, turbulent clouds before being engulfed by the roiling chaos, creating a scene imbued with the terrifying and awe-inspiring atmosphere of catastrophic mechanical failure.",
+ "token_credit_reward": 7.6875,
+ "selected_reward": 7.6875,
+ "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 dramatic low-angle, wide shot featuring a massive wind turbine set against a swirling vortex of violet and dark gray storm clouds. The sequence should begin with a static camera establishing the tower's scale, followed by a smooth upward tilt as the three-blade assembly catastrophically shears off its central nacelle, with metallic sparks and shattered material. The structure should momentarily defy gravity, rising and tumbling like a broken windmill before being engulfed by the storm, conveying a sense of catastrophic mechanical failure.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color rendering, but there are noticeable artifacts and some inconsistencies in the wind turbine geometry across frames. The sky gradient and cloud formations are present, yet the imagery does not reach high-fidelity realism. The sequence remains legible, but the quality is not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes a low-angle perspective and a wide framing with a visible wind turbine and stormy sky, which aligns with parts of the prompt. However, key dramatic moments described in the prompt — the complete blade assembly shearing off, the central nacelle detaching, and the subsequent ascent with sparks and debris — are not convincingly realized. The upward tilt exists but the core action is underdeveloped, resulting in only moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is limited (score 2). The scene maintains basic structural plausibility, but the expected dynamic behavior of a failing wind turbine — rapid disassembly, intense motion, and debris interaction with air and gravity — is not convincingly depicted. The motion appears relatively restrained, and the depiction of forces and fragmentation lacks convincing realism, reducing overall common-sense coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.421875,
+ "TA": 2.65625,
+ "MQ": 2.609375,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "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 dramatic low-angle, wide shot featuring a massive wind turbine set against a swirling vortex of violet and dark gray storm clouds. The sequence should begin with a static camera establishing the tower's scale, followed by a smooth upward tilt as the three-blade assembly catastrophically shears off its central nacelle, with metallic sparks and shattered material. The structure should momentarily defy gravity, rising and tumbling like a broken windmill before being engulfed by the storm, conveying a sense of catastrophic mechanical failure.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color rendering, but there are noticeable artifacts and some inconsistencies in the wind turbine geometry across frames. The sky gradient and cloud formations are present, yet the imagery does not reach high-fidelity realism. The sequence remains legible, but the quality is not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes a low-angle perspective and a wide framing with a visible wind turbine and stormy sky, which aligns with parts of the prompt. However, key dramatic moments described in the prompt — the complete blade assembly shearing off, the central nacelle detaching, and the subsequent ascent with sparks and debris — are not convincingly realized. The upward tilt exists but the core action is underdeveloped, resulting in only moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is limited (score 2). The scene maintains basic structural plausibility, but the expected dynamic behavior of a failing wind turbine — rapid disassembly, intense motion, and debris interaction with air and gravity — is not convincingly depicted. The motion appears relatively restrained, and the depiction of forces and fragmentation lacks convincing realism, reducing overall common-sense coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "dramatic low-angle, wide shot captures a massive wind turbine, set against a swirling vortex of violet and dark gray storm clouds. The camera is initially static, establishing the immensity of the white cylindrical tower and its three massive composite blades swaying in the fierce wind. Suddenly, the camera begins a smooth, urgent upward tilt as the entire three-blade assembly catastrophically shears off its central nacelle in a shower of metallic sparks and shattered material. Momentarily defying gravity, the massive structure is thrust violently upward, soaring and tumbling uncontrollably like a broken windmill. It rises to the center of the storm, its white form contrasting sharply against the dark, turbulent clouds before being engulfed by the roiling chaos, creating a scene imbued with the terrifying and awe-inspiring atmosphere of catastrophic mechanical failure.",
+ "seed": 23687,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_10/index_3492_seed_23687_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.28125,
+ "video_score2_ta": 2.140625,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 7.21875,
+ "avg": 7.203125,
+ "reward_records": [
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+ "question": "dramatic low-angle, wide shot captures a massive wind turbine, set against a swirling vortex of violet and dark gray storm clouds. The camera is initially static, establishing the immensity of the white cylindrical tower and its three massive composite blades swaying in the fierce wind. Suddenly, the camera begins a smooth, urgent upward tilt as the entire three-blade assembly catastrophically shears off its central nacelle in a shower of metallic sparks and shattered material. Momentarily defying gravity, the massive structure is thrust violently upward, soaring and tumbling uncontrollably like a broken windmill. It rises to the center of the storm, its white form contrasting sharply against the dark, turbulent clouds before being engulfed by the roiling chaos, creating a scene imbued with the terrifying and awe-inspiring atmosphere of catastrophic mechanical failure.",
+ "token_credit_reward": 7.21875,
+ "selected_reward": 7.21875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle, wide shot featuring a massive wind turbine set against a swirling vortex of violet and dark gray storm clouds. The sequence should begin with a static camera establishing the tower's scale, followed by a smooth upward tilt as the three-blade assembly catastrophically shears off its central nacelle, with metallic sparks and shattered material. The structure should momentarily defy gravity, rising and tumbling like a broken windmill before being engulfed by the storm, conveying a scene of catastrophic mechanical failure.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a wind turbine with three blades against a stormy sky. The resolution is moderate; there is some blur and softness that reduce fine detail, but overall shapes remain identifiable. The color palette aligns with the stormy theme (purples, grays). Lighting and contrast are consistent enough to convey mood, though not high-fidelity. Overall, the visual quality is mid-range, with noticeable blur and softness preventing sharpness but no glaring artifacts.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt — low-angle perspective, visible wind turbine with three blades, stormy sky, and a sense of scale. However, the dramatic destruction sequence is not realized: there is no clear upward tilt, no visible nacelle separation, no sparks or debris, and no airborne, broken structure. The core narrative of catastrophic failure is missing, resulting in only partial alignment with the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene remains physically plausible within a storm context: the turbine appears structurally coherent, and the environment behaves consistently with a turbulent setting. The absence of the expected dynamic failure reduces the perceived realism of the intended event, but there are no obvious physical contradictions in the shown moment.\n\nOverall assessment:\nThe video presents a competent but incomplete realization of the prompt. Visual quality is moderate due to blur and softness, text-to-video alignment is partial because the central destruction sequence is not depicted, and physical/common-sense consistency is acceptable but does not fully realize the dramatic 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": 2.28125,
+ "TA": 2.140625,
+ "MQ": 2.78125,
+ "Overall": 7.21875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle, wide shot featuring a massive wind turbine set against a swirling vortex of violet and dark gray storm clouds. The sequence should begin with a static camera establishing the tower's scale, followed by a smooth upward tilt as the three-blade assembly catastrophically shears off its central nacelle, with metallic sparks and shattered material. The structure should momentarily defy gravity, rising and tumbling like a broken windmill before being engulfed by the storm, conveying a scene of catastrophic mechanical failure.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a wind turbine with three blades against a stormy sky. The resolution is moderate; there is some blur and softness that reduce fine detail, but overall shapes remain identifiable. The color palette aligns with the stormy theme (purples, grays). Lighting and contrast are consistent enough to convey mood, though not high-fidelity. Overall, the visual quality is mid-range, with noticeable blur and softness preventing sharpness but no glaring artifacts.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt — low-angle perspective, visible wind turbine with three blades, stormy sky, and a sense of scale. However, the dramatic destruction sequence is not realized: there is no clear upward tilt, no visible nacelle separation, no sparks or debris, and no airborne, broken structure. The core narrative of catastrophic failure is missing, resulting in only partial alignment with the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene remains physically plausible within a storm context: the turbine appears structurally coherent, and the environment behaves consistently with a turbulent setting. The absence of the expected dynamic failure reduces the perceived realism of the intended event, but there are no obvious physical contradictions in the shown moment.\n\nOverall assessment:\nThe video presents a competent but incomplete realization of the prompt. Visual quality is moderate due to blur and softness, text-to-video alignment is partial because the central destruction sequence is not depicted, and physical/common-sense consistency is acceptable but does not fully realize the dramatic scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic low-angle, wide shot captures a massive wind turbine, set against a swirling vortex of violet and dark gray storm clouds. The camera is initially static, establishing the immensity of the white cylindrical tower and its three massive composite blades swaying in the fierce wind. Suddenly, the camera begins a smooth, urgent upward tilt as the entire three-blade assembly catastrophically shears off its central nacelle in a shower of metallic sparks and shattered material. Momentarily defying gravity, the massive structure is thrust violently upward, soaring and tumbling uncontrollably like a broken windmill. It rises to the center of the storm, its white form contrasting sharply against the dark, turbulent clouds before being engulfed by the roiling chaos, creating a scene imbued with the terrifying and awe-inspiring atmosphere of catastrophic mechanical failure.",
+ "seed": 23688,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_10/index_3492_seed_23688_dp_21_rank_42_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.453125,
+ "video_score2_ta": 2.328125,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 7.5625,
+ "avg": 7.5625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic low-angle, wide shot captures a massive wind turbine, set against a swirling vortex of violet and dark gray storm clouds. The camera is initially static, establishing the immensity of the white cylindrical tower and its three massive composite blades swaying in the fierce wind. Suddenly, the camera begins a smooth, urgent upward tilt as the entire three-blade assembly catastrophically shears off its central nacelle in a shower of metallic sparks and shattered material. Momentarily defying gravity, the massive structure is thrust violently upward, soaring and tumbling uncontrollably like a broken windmill. It rises to the center of the storm, its white form contrasting sharply against the dark, turbulent clouds before being engulfed by the roiling chaos, creating a scene imbued with the terrifying and awe-inspiring atmosphere of catastrophic mechanical failure.",
+ "token_credit_reward": 7.5625,
+ "selected_reward": 7.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle, wide shot featuring a massive wind turbine set against swirling vortexes of violet and dark gray storm clouds. The sequence should begin with a static view of the white cylindrical tower and three composite blades, followed by a smooth upward tilt as the assembly catastrophically shears off its central nacelle, with metallic sparks and shattered material. The structure should momentarily defy gravity, rising and tumbling like a broken windmill before being engulfed by the storm, conveying a sense of catastrophic mechanical failure.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a wind turbine with a white tower and light-colored blades against a stormy sky. The resolution is moderate, with some softness and minor artifacts that reduce sharpness. The color palette includes purple/pink and gray tones, and lighting remains consistent enough to preserve legibility. Overall, the visual quality is average (score 3): not pristine, but not severely degraded either.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt — a low-angle perspective, a visible wind turbine with a white tower and blades, and a stormy background with dynamic cloud motion. However, key dramatic moments are missing or underdeveloped: there is no clear depiction of the central nacelle shearing off, no evident shower of sparks, and no momentary defying of gravity or a dramatic rise. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical relationships: the turbine sits in a stormy environment with coherent lighting and scale. The absence of the expected dramatic destruction reduces narrative impact, but the core physical setup remains believable. Overall, physical/common-sense consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.453125,
+ "TA": 2.328125,
+ "MQ": 2.78125,
+ "Overall": 7.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle, wide shot featuring a massive wind turbine set against swirling vortexes of violet and dark gray storm clouds. The sequence should begin with a static view of the white cylindrical tower and three composite blades, followed by a smooth upward tilt as the assembly catastrophically shears off its central nacelle, with metallic sparks and shattered material. The structure should momentarily defy gravity, rising and tumbling like a broken windmill before being engulfed by the storm, conveying a sense of catastrophic mechanical failure.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a wind turbine with a white tower and light-colored blades against a stormy sky. The resolution is moderate, with some softness and minor artifacts that reduce sharpness. The color palette includes purple/pink and gray tones, and lighting remains consistent enough to preserve legibility. Overall, the visual quality is average (score 3): not pristine, but not severely degraded either.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt — a low-angle perspective, a visible wind turbine with a white tower and blades, and a stormy background with dynamic cloud motion. However, key dramatic moments are missing or underdeveloped: there is no clear depiction of the central nacelle shearing off, no evident shower of sparks, and no momentary defying of gravity or a dramatic rise. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical relationships: the turbine sits in a stormy environment with coherent lighting and scale. The absence of the expected dramatic destruction reduces narrative impact, but the core physical setup remains believable. Overall, physical/common-sense consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic low-angle, wide shot captures a massive wind turbine, set against a swirling vortex of violet and dark gray storm clouds. The camera is initially static, establishing the immensity of the white cylindrical tower and its three massive composite blades swaying in the fierce wind. Suddenly, the camera begins a smooth, urgent upward tilt as the entire three-blade assembly catastrophically shears off its central nacelle in a shower of metallic sparks and shattered material. Momentarily defying gravity, the massive structure is thrust violently upward, soaring and tumbling uncontrollably like a broken windmill. It rises to the center of the storm, its white form contrasting sharply against the dark, turbulent clouds before being engulfed by the roiling chaos, creating a scene imbued with the terrifying and awe-inspiring atmosphere of catastrophic mechanical failure.",
+ "seed": 23689,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_10/index_3492_seed_23689_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.5,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 8.125,
+ "avg": 8.09375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic low-angle, wide shot captures a massive wind turbine, set against a swirling vortex of violet and dark gray storm clouds. The camera is initially static, establishing the immensity of the white cylindrical tower and its three massive composite blades swaying in the fierce wind. Suddenly, the camera begins a smooth, urgent upward tilt as the entire three-blade assembly catastrophically shears off its central nacelle in a shower of metallic sparks and shattered material. Momentarily defying gravity, the massive structure is thrust violently upward, soaring and tumbling uncontrollably like a broken windmill. It rises to the center of the storm, its white form contrasting sharply against the dark, turbulent clouds before being engulfed by the roiling chaos, creating a scene imbued with the terrifying and awe-inspiring atmosphere of catastrophic mechanical failure.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle, wide shot featuring a massive wind turbine set against swirling vortexes of violet and dark gray storm clouds. The sequence should begin with a static view of the white cylindrical tower and three composite blades swaying in wind, followed by a smooth upward tilt as the three-blade assembly catastrophically shears off its central nacelle, with metallic sparks and shattered material. The structure should momentarily defy gravity, rising and tumbling like a broken windmill toward the storm's center, ending with the white form engulfed by turbulent clouds in a scene of catastrophic failure.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and occasional blur, but essential details remain discernible. The color palette aligns with the described stormy atmosphere, and lighting/contrast stay reasonably stable across shots. There are no major distortions or abrupt frame-to-frame jumps, and the overall rendering remains coherent. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt—low-angle perspective, stormy background, visible white tower and blades, and a sequence that suggests a tilt and a failure moment with sparks. However, certain aspects are not fully realized: the dramatic upward motion and the complete disintegration of the structure are not convincingly depicted, and the central narrative beat is only partially conveyed. The alignment is acceptable but not strong, corresponding to a mid-level score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and spatial relationships: the tower and blades appear structurally coherent, wind effects are believable, and the debris behavior follows expected trajectories. Some dynamic moments lack full realism, but there are no glaring physical inconsistencies. Overall, Physical Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5,
+ "TA": 2.78125,
+ "MQ": 2.8125,
+ "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 dramatic low-angle, wide shot featuring a massive wind turbine set against swirling vortexes of violet and dark gray storm clouds. The sequence should begin with a static view of the white cylindrical tower and three composite blades swaying in wind, followed by a smooth upward tilt as the three-blade assembly catastrophically shears off its central nacelle, with metallic sparks and shattered material. The structure should momentarily defy gravity, rising and tumbling like a broken windmill toward the storm's center, ending with the white form engulfed by turbulent clouds in a scene of catastrophic failure.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and occasional blur, but essential details remain discernible. The color palette aligns with the described stormy atmosphere, and lighting/contrast stay reasonably stable across shots. There are no major distortions or abrupt frame-to-frame jumps, and the overall rendering remains coherent. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt—low-angle perspective, stormy background, visible white tower and blades, and a sequence that suggests a tilt and a failure moment with sparks. However, certain aspects are not fully realized: the dramatic upward motion and the complete disintegration of the structure are not convincingly depicted, and the central narrative beat is only partially conveyed. The alignment is acceptable but not strong, corresponding to a mid-level score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and spatial relationships: the tower and blades appear structurally coherent, wind effects are believable, and the debris behavior follows expected trajectories. Some dynamic moments lack full realism, but there are no glaring physical inconsistencies. Overall, Physical Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_11/index_tensor([6646, 6646])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_11/index_tensor([6646, 6646])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7dc667dd2e2437418d909b6af6bdd55f59c17fa2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_11/index_tensor([6646, 6646])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 28078,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_11/index_6646_seed_28078_dp_22_rank_44_sample_0_slot_0.mp4",
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.25,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.8125,
+ "avg": 8.8125,
+ "reward_records": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.\"\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains reasonably sharp, with consistent lighting and a believable translucency of the blister. The pink skin tone and the presence of fine details (hair, pores) are present, contributing to realism. However, there is very little motion between frames, making the sequence feel largely static rather than dynamic. While there are no obvious artifacts or distortions, the overall visual impact is moderate due to the limited kinetic variation. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up, translucent skin, and a pinkish hue with visible pores and hair. However, key aspects of the prompt are underrepresented: there is no evident high-frequency vibration, no visible trembling of the fluid, and no apparent microscopic ripples. The scene lacks the described dynamic micro-movements and the intense, visceral atmosphere. The alignment is therefore moderate, reflecting partial fulfillment of the prompt. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical Consistency / Common-sense:\nThe depiction maintains plausible anatomy and material properties: the skin texture, the dome-like shape of the blister, and the translucency are coherent with real-world expectations. There are no obvious physical contradictions, though the absence of the described dynamic micro-movements reduces the perceived realism somewhat. 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": {
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+ "MQ": 3.109375,
+ "Overall": 8.8125
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.\"\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains reasonably sharp, with consistent lighting and a believable translucency of the blister. The pink skin tone and the presence of fine details (hair, pores) are present, contributing to realism. However, there is very little motion between frames, making the sequence feel largely static rather than dynamic. While there are no obvious artifacts or distortions, the overall visual impact is moderate due to the limited kinetic variation. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up, translucent skin, and a pinkish hue with visible pores and hair. However, key aspects of the prompt are underrepresented: there is no evident high-frequency vibration, no visible trembling of the fluid, and no apparent microscopic ripples. The scene lacks the described dynamic micro-movements and the intense, visceral atmosphere. The alignment is therefore moderate, reflecting partial fulfillment of the prompt. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical Consistency / Common-sense:\nThe depiction maintains plausible anatomy and material properties: the skin texture, the dome-like shape of the blister, and the translucency are coherent with real-world expectations. There are no obvious physical contradictions, though the absence of the described dynamic micro-movements reduces the perceived realism somewhat. 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"
+ ]
+ },
+ {
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+ "seed": 28079,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_11/index_6646_seed_28079_dp_22_rank_44_sample_1_slot_1.mp4",
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+ "video_score2_overall": 10.0,
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+ "question": "An extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.\"\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show a close-up of skin with a visible translucent dome and pink surrounding skin, with some hair detail present. The rendering is generally coherent, but there are occasional softness and minor artifacts that prevent a higher-fidelity look. The sequence remains stable and the lighting is consistent, yet the overall sharpness and fine-grain detail do not reach the highest realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: extreme close-up, a translucent dome, pink skin, and a static presentation. Some aspects—such as the exact depiction of a high-frequency, perceptible tremble and the precise micro-ripples—are not fully realized, but the main features and the intended atmosphere align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and lighting, with a believable interaction between light and the translucent dome. However, certain dynamic cues implied by the prompt—specifically the intensity of the internal vibration and the resulting fluid motion—are not convincingly demonstrated, leaving some gaps in physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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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 \"An extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.\"\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show a close-up of skin with a visible translucent dome and pink surrounding skin, with some hair detail present. The rendering is generally coherent, but there are occasional softness and minor artifacts that prevent a higher-fidelity look. The sequence remains stable and the lighting is consistent, yet the overall sharpness and fine-grain detail do not reach the highest realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: extreme close-up, a translucent dome, pink skin, and a static presentation. Some aspects—such as the exact depiction of a high-frequency, perceptible tremble and the precise micro-ripples—are not fully realized, but the main features and the intended atmosphere align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and lighting, with a believable interaction between light and the translucent dome. However, certain dynamic cues implied by the prompt—specifically the intensity of the internal vibration and the resulting fluid motion—are not convincingly demonstrated, leaving some gaps in physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 28080,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_11/index_6646_seed_28080_dp_23_rank_46_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 to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.\"\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains clear enough to perceive skin texture, the translucent dome, and the pinkish hue. Lighting is generally consistent, and there are no obvious distortions or artifacts that would distract from the subject. However, the overall polish is moderate rather than cinematic; some frames show slight softness or minor noise, which keeps the quality from reaching a high-end level. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a translucent dome, pinkish skin, and a visible fluid content. However, certain aspects are underrepresented: the described high-frequency, perceptible trembling and the dramatic, shifting refraction patterns are not clearly demonstrated, and the lighting does not consistently convey a strong, clinical glow. The scene remains relatively static, with limited dynamic movement. Overall, alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency (Common-sense):\nThe depiction maintains plausible anatomy and coherent lighting, with no glaring inconsistencies. Some micro-details (e.g., precise fluid dynamics, subtle surface micro-movements) are simplified, resulting in a believable but not highly precise portrayal. Overall, physical consistency is acceptable and consistent with a mid-level 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": {
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+ },
+ "soft_scores": {
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+ "TA": 2.421875,
+ "MQ": 3.046875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.\"\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains clear enough to perceive skin texture, the translucent dome, and the pinkish hue. Lighting is generally consistent, and there are no obvious distortions or artifacts that would distract from the subject. However, the overall polish is moderate rather than cinematic; some frames show slight softness or minor noise, which keeps the quality from reaching a high-end level. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a translucent dome, pinkish skin, and a visible fluid content. However, certain aspects are underrepresented: the described high-frequency, perceptible trembling and the dramatic, shifting refraction patterns are not clearly demonstrated, and the lighting does not consistently convey a strong, clinical glow. The scene remains relatively static, with limited dynamic movement. Overall, alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency (Common-sense):\nThe depiction maintains plausible anatomy and coherent lighting, with no glaring inconsistencies. Some micro-details (e.g., precise fluid dynamics, subtle surface micro-movements) are simplified, resulting in a believable but not highly precise portrayal. Overall, physical consistency is acceptable and consistent with a mid-level 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"
+ ]
+ },
+ {
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+ "seed": 28081,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_11/index_6646_seed_28081_dp_23_rank_46_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 2.96875,
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+ "video_score2_overall": 9.25,
+ "avg": 9.234375,
+ "reward_records": [
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+ "question": "An extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.\"\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show a close-up of skin with a translucent dome and visible pores/hairs, but there are noticeable softness and minor artifacts that reduce crispness. The rendering is not consistently sharp, and some details appear blurred or smeared, which lowers perceived clarity. The sequence remains relatively stable with no major distortions, though occasional frame-to-frame inconsistencies are present. In sum, the visuals convey the intended subject but do not achieve high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: extreme close-up, a translucent dome on pinkish skin, visible pores and hair stubble, and a clinical lighting setup. The scene maintains a static framing and a medical/clinical aesthetic. Some nuanced aspects—such as the precise depiction of high-frequency micro-vibrations and the subtle interplay of light with the fluid—are not fully realized, but the main components and atmosphere align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction adheres to plausible anatomy and lighting, with a believable translucent dome and skin texture. However, certain dynamic cues implied by the prompt—specifically the perpetual micro-vibrations and the resulting fluid motion—are not convincingly demonstrated, leaving some gaps between the described behavior and what is shown.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 2.96875,
+ "MQ": 3.328125,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"An extremely close, static shot depicts a translucent blister on human skin with unsettling clarity. The blister, a tense, shimmering dome of stretched epidermis, rises from a patch of slightly inflamed pink skin, where the texture of pores and barely perceptible hairs are rendered in surreal detail. The fragile structure is locked in a perpetual high-frequency vibration, causing the clear, pulpy fluid within to visibly tremble. These internal vibrations send a series of microscopic ripples across the blister's paper-thin surface, capturing a brilliant, clinical glow from a single light source. The light creates sharp, specular highlights at its crests while passing through the Raman fluid, generating shifting refraction patterns. The camera remains perfectly still, amplifying the unsettling, unconscious movement and creating an intense, visceral atmosphere, completely focused on this fragile and unsettling spectacle of the body.\"\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show a close-up of skin with a translucent dome and visible pores/hairs, but there are noticeable softness and minor artifacts that reduce crispness. The rendering is not consistently sharp, and some details appear blurred or smeared, which lowers perceived clarity. The sequence remains relatively stable with no major distortions, though occasional frame-to-frame inconsistencies are present. In sum, the visuals convey the intended subject but do not achieve high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: extreme close-up, a translucent dome on pinkish skin, visible pores and hair stubble, and a clinical lighting setup. The scene maintains a static framing and a medical/clinical aesthetic. Some nuanced aspects—such as the precise depiction of high-frequency micro-vibrations and the subtle interplay of light with the fluid—are not fully realized, but the main components and atmosphere align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction adheres to plausible anatomy and lighting, with a believable translucent dome and skin texture. However, certain dynamic cues implied by the prompt—specifically the perpetual micro-vibrations and the resulting fluid motion—are not convincingly demonstrated, leaving some gaps between the described behavior and what is shown.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_12/index_tensor([7699, 7699])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_12/index_tensor([7699, 7699])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f7844e30b585926d9a2cd3e9900e1bb2f10c307
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_12/index_tensor([7699, 7699])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, medium-length shot, slightly trembling like a nearby impact, captures a giant millipede as it defensively curls its massive body into a shadowed rock crevice. The creature's shimmering, segmented shell, composed of overlapping, iridescent black chitin plates, catches and reflects otherworldly light, giving it a damp sheen. The spiral is a powerful, deliberate movement, each massive segment folding inward with a sense of immense weight, while its countless needle-like legs contract in sinuous, unsettling waves. Its massive form is partially obscured by clusters of fantastical bioluminescent fungi, sprouting from the jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. This high-contrast lighting creates a dramatic, pulsating play of light across the creature's armored carapace. The entire scene is depicted in a rich Dungeons & Dragons art style, emphasizing tangible textures to evoke a tense, mysterious atmosphere of underground danger.",
+ "seed": 18108,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_12/index_7699_seed_18108_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium-length shot, slightly trembling like a nearby impact, captures a giant millipede as it defensively curls its massive body into a shadowed rock crevice. The creature's shimmering, segmented shell, composed of overlapping, iridescent black chitin plates, catches and reflects otherworldly light, giving it a damp sheen. The spiral is a powerful, deliberate movement, each massive segment folding inward with a sense of immense weight, while its countless needle-like legs contract in sinuous, unsettling waves. Its massive form is partially obscured by clusters of fantastical bioluminescent fungi, sprouting from the jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. This high-contrast lighting creates a dramatic, pulsating play of light across the creature's armored carapace. The entire scene is depicted in a rich Dungeons & Dragons art style, emphasizing tangible textures to evoke a tense, mysterious atmosphere of underground danger.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot featuring a giant millipede that curls into a shadowed rock crevice. The creature has a shimmering segmented shell made of overlapping iridescent black chitin plates that catch otherworldly light, giving it a damp sheen. The spiral movement involves massive segments folding inward with a sense of immense weight, while numerous needle-like legs contract in waves. The scene includes clusters of fantastical bioluminescent fungi sprouting from a jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. The lighting creates a high-contrast, pulsating play across the armored carapace, all rendered in a rich Dungeons & Dragons art style to evoke a tense, mysterious atmosphere of underground danger.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creature and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The color palette remains vivid with strong blues and purples, and the lighting contributes to a dramatic mood, though some frames exhibit mild bloom or noise. The sequence appears stable without major distortions, but the overall polish does not reach top-tier levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle composition, a large segmented creature, a curled posture within a shadowed crevice, and the presence of bioluminescent fungi with blue/purple illumination. The creature’s segmented shell and the general color scheme align with the description, and the lighting supports the intended atmosphere. Some finer details—such as exact leg articulation and the precise timing of the curling/spiral movements—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interaction at a high level, with coherent lighting and shadows. However, certain dynamic aspects—like the exact curling motion and leg dynamics under pressure—could be more convincingly simulated, leaving room for improvement in realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.28125,
+ "MQ": 3.109375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot featuring a giant millipede that curls into a shadowed rock crevice. The creature has a shimmering segmented shell made of overlapping iridescent black chitin plates that catch otherworldly light, giving it a damp sheen. The spiral movement involves massive segments folding inward with a sense of immense weight, while numerous needle-like legs contract in waves. The scene includes clusters of fantastical bioluminescent fungi sprouting from a jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. The lighting creates a high-contrast, pulsating play across the armored carapace, all rendered in a rich Dungeons & Dragons art style to evoke a tense, mysterious atmosphere of underground danger.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creature and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The color palette remains vivid with strong blues and purples, and the lighting contributes to a dramatic mood, though some frames exhibit mild bloom or noise. The sequence appears stable without major distortions, but the overall polish does not reach top-tier levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle composition, a large segmented creature, a curled posture within a shadowed crevice, and the presence of bioluminescent fungi with blue/purple illumination. The creature’s segmented shell and the general color scheme align with the description, and the lighting supports the intended atmosphere. Some finer details—such as exact leg articulation and the precise timing of the curling/spiral movements—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interaction at a high level, with coherent lighting and shadows. However, certain dynamic aspects—like the exact curling motion and leg dynamics under pressure—could be more convincingly simulated, leaving room for improvement in realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium-length shot, slightly trembling like a nearby impact, captures a giant millipede as it defensively curls its massive body into a shadowed rock crevice. The creature's shimmering, segmented shell, composed of overlapping, iridescent black chitin plates, catches and reflects otherworldly light, giving it a damp sheen. The spiral is a powerful, deliberate movement, each massive segment folding inward with a sense of immense weight, while its countless needle-like legs contract in sinuous, unsettling waves. Its massive form is partially obscured by clusters of fantastical bioluminescent fungi, sprouting from the jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. This high-contrast lighting creates a dramatic, pulsating play of light across the creature's armored carapace. The entire scene is depicted in a rich Dungeons & Dragons art style, emphasizing tangible textures to evoke a tense, mysterious atmosphere of underground danger.",
+ "seed": 18109,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_12/index_7699_seed_18109_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 3.0625,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium-length shot, slightly trembling like a nearby impact, captures a giant millipede as it defensively curls its massive body into a shadowed rock crevice. The creature's shimmering, segmented shell, composed of overlapping, iridescent black chitin plates, catches and reflects otherworldly light, giving it a damp sheen. The spiral is a powerful, deliberate movement, each massive segment folding inward with a sense of immense weight, while its countless needle-like legs contract in sinuous, unsettling waves. Its massive form is partially obscured by clusters of fantastical bioluminescent fungi, sprouting from the jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. This high-contrast lighting creates a dramatic, pulsating play of light across the creature's armored carapace. The entire scene is depicted in a rich Dungeons & Dragons art style, emphasizing tangible textures to evoke a tense, mysterious atmosphere of underground danger.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot featuring a giant millipede that curls into a shadowed rock crevice. The creature has a shimmering segmented shell made of overlapping iridescent black chitin plates that catch otherworldly light, giving it a damp sheen. The spiral movement involves massive segments folding inward with a sense of immense weight, while numerous needle-like legs contract in waves. The scene includes clusters of fantastical bioluminescent fungi sprouting from jagged rocks, casting a pulsating glow of blue and purple. The overall aesthetic is richly evocative of a high-contrast, pulsating light across the armored carapace, in a style reminiscent of a tense, mysterious underground danger.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and occasional motion blur during movement. The blue/purple lighting is present but not consistently applied, and color grading can feel uneven at times. There are no major distortions or artifacts, and the creature remains identifiable throughout. Overall, the visual quality is acceptable but not outstanding, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a low-angle framing, a large segmented creature, and a curled posture within a rocky environment with blue/purple illumination. However, certain aspects are underrepresented or ambiguous: the exact identity of the creature (millipede vs. other large segmented bug) is not definitively established, the precise spiral folding and the weight cue are not strongly conveyed, and the intricate leg dynamics are not clearly demonstrated. The alignment is adequate but not strong, reflecting a moderate correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and coherent lighting, with the creature’s form fitting reasonably within the rocky setting. Some aspects feel stylized rather than strictly physically accurate, such as the exaggerated weight cues and the precise articulation of legs, which reduces strict common-sense realism. Overall, physical consistency is acceptable but not highly convincing.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
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+ "TA": 3.0625,
+ "MQ": 2.953125,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot featuring a giant millipede that curls into a shadowed rock crevice. The creature has a shimmering segmented shell made of overlapping iridescent black chitin plates that catch otherworldly light, giving it a damp sheen. The spiral movement involves massive segments folding inward with a sense of immense weight, while numerous needle-like legs contract in waves. The scene includes clusters of fantastical bioluminescent fungi sprouting from jagged rocks, casting a pulsating glow of blue and purple. The overall aesthetic is richly evocative of a high-contrast, pulsating light across the armored carapace, in a style reminiscent of a tense, mysterious underground danger.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and occasional motion blur during movement. The blue/purple lighting is present but not consistently applied, and color grading can feel uneven at times. There are no major distortions or artifacts, and the creature remains identifiable throughout. Overall, the visual quality is acceptable but not outstanding, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a low-angle framing, a large segmented creature, and a curled posture within a rocky environment with blue/purple illumination. However, certain aspects are underrepresented or ambiguous: the exact identity of the creature (millipede vs. other large segmented bug) is not definitively established, the precise spiral folding and the weight cue are not strongly conveyed, and the intricate leg dynamics are not clearly demonstrated. The alignment is adequate but not strong, reflecting a moderate correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and coherent lighting, with the creature’s form fitting reasonably within the rocky setting. Some aspects feel stylized rather than strictly physically accurate, such as the exaggerated weight cues and the precise articulation of legs, which reduces strict common-sense realism. Overall, physical consistency is acceptable but not highly convincing.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium-length shot, slightly trembling like a nearby impact, captures a giant millipede as it defensively curls its massive body into a shadowed rock crevice. The creature's shimmering, segmented shell, composed of overlapping, iridescent black chitin plates, catches and reflects otherworldly light, giving it a damp sheen. The spiral is a powerful, deliberate movement, each massive segment folding inward with a sense of immense weight, while its countless needle-like legs contract in sinuous, unsettling waves. Its massive form is partially obscured by clusters of fantastical bioluminescent fungi, sprouting from the jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. This high-contrast lighting creates a dramatic, pulsating play of light across the creature's armored carapace. The entire scene is depicted in a rich Dungeons & Dragons art style, emphasizing tangible textures to evoke a tense, mysterious atmosphere of underground danger.",
+ "seed": 18110,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_12/index_7699_seed_18110_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
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+ "video_score2_vq": 3.625,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 3.734375,
+ "video_score2_overall": 10.5625,
+ "avg": 10.546875,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium-length shot, slightly trembling like a nearby impact, captures a giant millipede as it defensively curls its massive body into a shadowed rock crevice. The creature's shimmering, segmented shell, composed of overlapping, iridescent black chitin plates, catches and reflects otherworldly light, giving it a damp sheen. The spiral is a powerful, deliberate movement, each massive segment folding inward with a sense of immense weight, while its countless needle-like legs contract in sinuous, unsettling waves. Its massive form is partially obscured by clusters of fantastical bioluminescent fungi, sprouting from the jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. This high-contrast lighting creates a dramatic, pulsating play of light across the creature's armored carapace. The entire scene is depicted in a rich Dungeons & Dragons art style, emphasizing tangible textures to evoke a tense, mysterious atmosphere of underground danger.",
+ "token_credit_reward": 10.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot featuring a giant millipede that curls into a shadowed rock crevice. The creature has a shimmering segmented shell of overlapping iridescent black chitin plates catching otherworldly light, with a damp sheen. A spiral curling motion is emphasized, with segments folding inward and a sense of immense weight, plus numerous needle-like legs moving in waves. The scene should include clusters of fantastical bioluminescent fungi sprouting from jagged, damp rock faces, pulsating blue and purple glow, and a high-contrast lighting scheme that creates a dramatic, pulsating play of light across the armored carapace. The overall aesthetic is intended to evoke a tense, mysterious atmosphere of underground danger in a rich D&D art style.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the creature remains clearly defined, with consistent lighting and color grading that emphasizes blues and purples. There are no obvious distortions or artifacts, and the creature’s anatomy reads well under the lighting. However, there are minor imperfections—occasional slight softness in some frames and very subtle texture inconsistencies—that prevent a perfect top-tier score. Overall, the visual quality is strong and coherent, aligning with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the low-angle framing, the presence of a large segmented creature, and the general mood of an otherworldly environment. However, key aspects are not fully realized: the dramatic curling spiral and the explicit interaction with bioluminescent fungi are not clearly demonstrated, and the leg movements do not convincingly convey the described dynamic. The result is a moderate alignment overall, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe creature’s anatomy and its interaction with the rocky terrain appear plausible within the fantasy context, with coherent lighting and shadows supporting depth. Some aspects feel stylized (e.g., the precise articulation of the legs and the exact dynamics of the curling motion), which introduces mild deviations from strict real-world physics. Taken together, the scene maintains internal coherence and a believable fantasy realism, yielding a 3/5 rating.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.625,
+ "TA": 3.1875,
+ "MQ": 3.734375,
+ "Overall": 10.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot featuring a giant millipede that curls into a shadowed rock crevice. The creature has a shimmering segmented shell of overlapping iridescent black chitin plates catching otherworldly light, with a damp sheen. A spiral curling motion is emphasized, with segments folding inward and a sense of immense weight, plus numerous needle-like legs moving in waves. The scene should include clusters of fantastical bioluminescent fungi sprouting from jagged, damp rock faces, pulsating blue and purple glow, and a high-contrast lighting scheme that creates a dramatic, pulsating play of light across the armored carapace. The overall aesthetic is intended to evoke a tense, mysterious atmosphere of underground danger in a rich D&D art style.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the creature remains clearly defined, with consistent lighting and color grading that emphasizes blues and purples. There are no obvious distortions or artifacts, and the creature’s anatomy reads well under the lighting. However, there are minor imperfections—occasional slight softness in some frames and very subtle texture inconsistencies—that prevent a perfect top-tier score. Overall, the visual quality is strong and coherent, aligning with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the low-angle framing, the presence of a large segmented creature, and the general mood of an otherworldly environment. However, key aspects are not fully realized: the dramatic curling spiral and the explicit interaction with bioluminescent fungi are not clearly demonstrated, and the leg movements do not convincingly convey the described dynamic. The result is a moderate alignment overall, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe creature’s anatomy and its interaction with the rocky terrain appear plausible within the fantasy context, with coherent lighting and shadows supporting depth. Some aspects feel stylized (e.g., the precise articulation of the legs and the exact dynamics of the curling motion), which introduces mild deviations from strict real-world physics. Taken together, the scene maintains internal coherence and a believable fantasy realism, yielding a 3/5 rating.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium-length shot, slightly trembling like a nearby impact, captures a giant millipede as it defensively curls its massive body into a shadowed rock crevice. The creature's shimmering, segmented shell, composed of overlapping, iridescent black chitin plates, catches and reflects otherworldly light, giving it a damp sheen. The spiral is a powerful, deliberate movement, each massive segment folding inward with a sense of immense weight, while its countless needle-like legs contract in sinuous, unsettling waves. Its massive form is partially obscured by clusters of fantastical bioluminescent fungi, sprouting from the jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. This high-contrast lighting creates a dramatic, pulsating play of light across the creature's armored carapace. The entire scene is depicted in a rich Dungeons & Dragons art style, emphasizing tangible textures to evoke a tense, mysterious atmosphere of underground danger.",
+ "seed": 18111,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_12/index_7699_seed_18111_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.578125,
+ "video_score2_ta": 3.640625,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 11.1875,
+ "avg": 11.171875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium-length shot, slightly trembling like a nearby impact, captures a giant millipede as it defensively curls its massive body into a shadowed rock crevice. The creature's shimmering, segmented shell, composed of overlapping, iridescent black chitin plates, catches and reflects otherworldly light, giving it a damp sheen. The spiral is a powerful, deliberate movement, each massive segment folding inward with a sense of immense weight, while its countless needle-like legs contract in sinuous, unsettling waves. Its massive form is partially obscured by clusters of fantastical bioluminescent fungi, sprouting from the jagged, damp rock face, casting a pulsating glow of eerie blue and vibrant purple. This high-contrast lighting creates a dramatic, pulsating play of light across the creature's armored carapace. The entire scene is depicted in a rich Dungeons & Dragons art style, emphasizing tangible textures to evoke a tense, mysterious atmosphere of underground danger.",
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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, medium-length shot featuring a giant millipede that curls into a shadowed rock crevice. The creature has a shimmering segmented shell made of overlapping iridescent black chitin plates catching otherworldly light, with a damp sheen. A powerful spiral movement is emphasized, with segments folding inward and a sense of immense weight, plus numerous needle-like legs moving in waves. The scene includes clusters of fantastical bioluminescent fungi sprouting from a jagged, damp rock face, casting a pulsating glow of blue and purple. The overall aesthetic is richly evocative of a high-contrast, pulsating light across the armored carapace, in a style reminiscent of a tense, mysterious underground danger.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good and details are clear, yet there are occasional minor softness or compression artifacts that prevent a perfect top-tier look. The lighting remains dramatic and the contrast between the creature and the background is effective, with the blue/purple glow from the bioluminescent elements adding depth. The sequence appears stable with no major distortions, though rare frame-to-frame inconsistencies could be noticed upon close inspection. Overall, the visuals are strong and coherent, but not at the absolute peak of quality.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The low-angle framing, the presence of a large segmented creature, the curled posture within a shadowed crevice, and the shimmering segmented shell are all represented. The otherworldly lighting, damp sheen, and the spiral folding motion are present, along with the clusters of bioluminescent fungi and the blue/purple glow. The alignment is strong and faithful to the core elements, with only minor deviations in texture emphasis or timing that do not significantly detract from the overall correspondence.\n\nPhysical Consistency (Common-sense):\nThe depiction maintains plausible anatomy and environmental interaction for the most part. The creature’s proportions, the way it folds into the crevice, and the way light interacts with the segmented shell are believable within the fantasy context. There are a few subtle inconsistencies in leg articulation dynamics and some lighting interactions that feel slightly off, but they do not break the overall coherence. In sum, physical consistency is solid with small, acceptable deviations.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.578125,
+ "TA": 3.640625,
+ "MQ": 3.953125,
+ "Overall": 11.1875
+ }
+ }
+ ],
+ "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 low-angle, medium-length shot featuring a giant millipede that curls into a shadowed rock crevice. The creature has a shimmering segmented shell made of overlapping iridescent black chitin plates catching otherworldly light, with a damp sheen. A powerful spiral movement is emphasized, with segments folding inward and a sense of immense weight, plus numerous needle-like legs moving in waves. The scene includes clusters of fantastical bioluminescent fungi sprouting from a jagged, damp rock face, casting a pulsating glow of blue and purple. The overall aesthetic is richly evocative of a high-contrast, pulsating light across the armored carapace, in a style reminiscent of a tense, mysterious underground danger.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good and details are clear, yet there are occasional minor softness or compression artifacts that prevent a perfect top-tier look. The lighting remains dramatic and the contrast between the creature and the background is effective, with the blue/purple glow from the bioluminescent elements adding depth. The sequence appears stable with no major distortions, though rare frame-to-frame inconsistencies could be noticed upon close inspection. Overall, the visuals are strong and coherent, but not at the absolute peak of quality.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The low-angle framing, the presence of a large segmented creature, the curled posture within a shadowed crevice, and the shimmering segmented shell are all represented. The otherworldly lighting, damp sheen, and the spiral folding motion are present, along with the clusters of bioluminescent fungi and the blue/purple glow. The alignment is strong and faithful to the core elements, with only minor deviations in texture emphasis or timing that do not significantly detract from the overall correspondence.\n\nPhysical Consistency (Common-sense):\nThe depiction maintains plausible anatomy and environmental interaction for the most part. The creature’s proportions, the way it folds into the crevice, and the way light interacts with the segmented shell are believable within the fantasy context. There are a few subtle inconsistencies in leg articulation dynamics and some lighting interactions that feel slightly off, but they do not break the overall coherence. In sum, physical consistency is solid with small, acceptable deviations.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_13/index_tensor([3531, 3531])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_13/index_tensor([3531, 3531])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..98f7cace927444465613c9022b24741a500477d0
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_13/index_tensor([3531, 3531])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, wide-angle shot, shaking violently as if caught in the shaking itself, captures the unbroken, terrifying height of a brutalist concrete skyscraper against a scarred, dark gray overcast sky. The street below is a swathe of crumbling asphalt. As the ground tilts with catastrophic force, the building's monolithic structure begins to fail in horrific sequence; visible ripples spread along its spine, causing the middle section to buckle and compress unnaturally. Massive concrete panels peel away from the exterior, revealing a skeleton of steel supports that bend and twist with a screaming sound. Then, the entire central facade folds inward, ending devastatingly, sending shattered glass and debris raining down into the newly formed abyss. Meanwhile, a massive, thick, suffocating cloud of gray-brown dust erupts from the base and the collapsed section, billowing outward in a voluminous wave that threatens to engulf the camera. All rendered in a dark and gritty cinematic style, paired with an icy, desaturated color palette, it creates an atmosphere of pure, apocalyptic dread.",
+ "seed": 27751,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_13/index_3531_seed_27751_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.71875,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.8125,
+ "avg": 8.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot, shaking violently as if caught in the shaking itself, captures the unbroken, terrifying height of a brutalist concrete skyscraper against a scarred, dark gray overcast sky. The street below is a swathe of crumbling asphalt. As the ground tilts with catastrophic force, the building's monolithic structure begins to fail in horrific sequence; visible ripples spread along its spine, causing the middle section to buckle and compress unnaturally. Massive concrete panels peel away from the exterior, revealing a skeleton of steel supports that bend and twist with a screaming sound. Then, the entire central facade folds inward, ending devastatingly, sending shattered glass and debris raining down into the newly formed abyss. Meanwhile, a massive, thick, suffocating cloud of gray-brown dust erupts from the base and the collapsed section, billowing outward in a voluminous wave that threatens to engulf the camera. All rendered in a dark and gritty cinematic style, paired with an icy, desaturated color palette, it creates an atmosphere of pure, apocalyptic dread.",
+ "token_credit_reward": 8.8125,
+ "selected_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot capturing a brutalist concrete skyscraper against a dark gray overcast sky, with a street below depicted as crumbling asphalt. It envisions the building tilting catastrophically, visible ripples along the exterior, and a central facade folding inward while massive dust clouds erupt from the base, all rendered in a dark, gritty cinematic style.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant areas. There are no major distortions or artifacts, and lighting remains consistent across shots. The imagery is not razor-sharp, but it remains coherent and readable, aligning with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle perspective, a wide framing, and a dark, industrial aesthetic with a desaturated palette. The sequence conveys structural failure through progressive damage and dust clouds, and the general progression matches the described scenario. Some finer-grained details—such as exact timing of each failure moment or the precise depiction of the building’s monolithic exterior under extreme stress—are not perfectly explicit, but the core elements and mood align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene follows plausible dynamics for a concrete structure under severe stress, with progressive deformation and dust emission that feel believable within the stylized context. However, certain aspects—like the uniformity of damage across the facade and the dramatic intensity of the collapse—are stylized rather than strictly physically accurate, which keeps the assessment at a mid level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.71875,
+ "TA": 3.046875,
+ "MQ": 3.078125,
+ "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 low-angle, wide-angle shot capturing a brutalist concrete skyscraper against a dark gray overcast sky, with a street below depicted as crumbling asphalt. It envisions the building tilting catastrophically, visible ripples along the exterior, and a central facade folding inward while massive dust clouds erupt from the base, all rendered in a dark, gritty cinematic style.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant areas. There are no major distortions or artifacts, and lighting remains consistent across shots. The imagery is not razor-sharp, but it remains coherent and readable, aligning with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle perspective, a wide framing, and a dark, industrial aesthetic with a desaturated palette. The sequence conveys structural failure through progressive damage and dust clouds, and the general progression matches the described scenario. Some finer-grained details—such as exact timing of each failure moment or the precise depiction of the building’s monolithic exterior under extreme stress—are not perfectly explicit, but the core elements and mood align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene follows plausible dynamics for a concrete structure under severe stress, with progressive deformation and dust emission that feel believable within the stylized context. However, certain aspects—like the uniformity of damage across the facade and the dramatic intensity of the collapse—are stylized rather than strictly physically accurate, which keeps the assessment at a mid level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide-angle shot, shaking violently as if caught in the shaking itself, captures the unbroken, terrifying height of a brutalist concrete skyscraper against a scarred, dark gray overcast sky. The street below is a swathe of crumbling asphalt. As the ground tilts with catastrophic force, the building's monolithic structure begins to fail in horrific sequence; visible ripples spread along its spine, causing the middle section to buckle and compress unnaturally. Massive concrete panels peel away from the exterior, revealing a skeleton of steel supports that bend and twist with a screaming sound. Then, the entire central facade folds inward, ending devastatingly, sending shattered glass and debris raining down into the newly formed abyss. Meanwhile, a massive, thick, suffocating cloud of gray-brown dust erupts from the base and the collapsed section, billowing outward in a voluminous wave that threatens to engulf the camera. All rendered in a dark and gritty cinematic style, paired with an icy, desaturated color palette, it creates an atmosphere of pure, apocalyptic dread.",
+ "seed": 27752,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_13/index_3531_seed_27752_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot, shaking violently as if caught in the shaking itself, captures the unbroken, terrifying height of a brutalist concrete skyscraper against a scarred, dark gray overcast sky. The street below is a swathe of crumbling asphalt. As the ground tilts with catastrophic force, the building's monolithic structure begins to fail in horrific sequence; visible ripples spread along its spine, causing the middle section to buckle and compress unnaturally. Massive concrete panels peel away from the exterior, revealing a skeleton of steel supports that bend and twist with a screaming sound. Then, the entire central facade folds inward, ending devastatingly, sending shattered glass and debris raining down into the newly formed abyss. Meanwhile, a massive, thick, suffocating cloud of gray-brown dust erupts from the base and the collapsed section, billowing outward in a voluminous wave that threatens to engulf the camera. All rendered in a dark and gritty cinematic style, paired with an icy, desaturated color palette, it creates an atmosphere of pure, apocalyptic dread.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot capturing a brutalist concrete skyscraper against a dark, overcast sky, with the building failing dramatically through multiple stages (unbroken height, progressive failure with ripples, exposed skeleton, central folding, and a massive dust cloud). The intended mood is apocalyptic and cinematic, with a desaturated palette.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during the destruction sequence. The imagery remains legible and coherent, with no major distortions or artifacts, though fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the low-angle perspective, the dramatic destruction sequence, and the dark, desaturated aesthetic. However, certain nuanced aspects—such as the exact depiction of the building’s internal skeleton and the precise timing of the dust eruption—are not perfectly matched, leaving minor gaps between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible structural failure patterns and environmental interaction, with debris and dust behavior generally believable. Some moments feel slightly stylized or simplified, reducing absolute realism but maintaining overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0,
+ "TA": 3.03125,
+ "MQ": 3.078125,
+ "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 low-angle, wide-angle shot capturing a brutalist concrete skyscraper against a dark, overcast sky, with the building failing dramatically through multiple stages (unbroken height, progressive failure with ripples, exposed skeleton, central folding, and a massive dust cloud). The intended mood is apocalyptic and cinematic, with a desaturated palette.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during the destruction sequence. The imagery remains legible and coherent, with no major distortions or artifacts, though fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the low-angle perspective, the dramatic destruction sequence, and the dark, desaturated aesthetic. However, certain nuanced aspects—such as the exact depiction of the building’s internal skeleton and the precise timing of the dust eruption—are not perfectly matched, leaving minor gaps between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible structural failure patterns and environmental interaction, with debris and dust behavior generally believable. Some moments feel slightly stylized or simplified, reducing absolute realism but maintaining overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide-angle shot, shaking violently as if caught in the shaking itself, captures the unbroken, terrifying height of a brutalist concrete skyscraper against a scarred, dark gray overcast sky. The street below is a swathe of crumbling asphalt. As the ground tilts with catastrophic force, the building's monolithic structure begins to fail in horrific sequence; visible ripples spread along its spine, causing the middle section to buckle and compress unnaturally. Massive concrete panels peel away from the exterior, revealing a skeleton of steel supports that bend and twist with a screaming sound. Then, the entire central facade folds inward, ending devastatingly, sending shattered glass and debris raining down into the newly formed abyss. Meanwhile, a massive, thick, suffocating cloud of gray-brown dust erupts from the base and the collapsed section, billowing outward in a voluminous wave that threatens to engulf the camera. All rendered in a dark and gritty cinematic style, paired with an icy, desaturated color palette, it creates an atmosphere of pure, apocalyptic dread.",
+ "seed": 27753,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_13/index_3531_seed_27753_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 2.921875,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.8125,
+ "avg": 8.796875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot, shaking violently as if caught in the shaking itself, captures the unbroken, terrifying height of a brutalist concrete skyscraper against a scarred, dark gray overcast sky. The street below is a swathe of crumbling asphalt. As the ground tilts with catastrophic force, the building's monolithic structure begins to fail in horrific sequence; visible ripples spread along its spine, causing the middle section to buckle and compress unnaturally. Massive concrete panels peel away from the exterior, revealing a skeleton of steel supports that bend and twist with a screaming sound. Then, the entire central facade folds inward, ending devastatingly, sending shattered glass and debris raining down into the newly formed abyss. Meanwhile, a massive, thick, suffocating cloud of gray-brown dust erupts from the base and the collapsed section, billowing outward in a voluminous wave that threatens to engulf the camera. All rendered in a dark and gritty cinematic style, paired with an icy, desaturated color palette, it creates an atmosphere of pure, apocalyptic dread.",
+ "token_credit_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot of a brutalist concrete skyscraper that shakes violently, with a dark, oppressive atmosphere. Key elements include a low-angle perspective, a damaged but towering facade, a gray overcast sky, a street-level view, and a sequence where the building collapses with dramatic dust and debris. The intended mood is apocalyptic and visceral.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility of architectural features, and the low-angle composition is present. However, there are noticeable issues: occasional motion blur during the collapse sequence, some frame-to-frame inconsistencies in lighting and texture, and minor artifacts that reduce sharpness. The color grading remains desaturated and gritty, contributing to the mood, but the overall polish is not at a high-end level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle perspective, wide framing, visible shaking, a tall concrete structure, and a dark sky. The sequence progresses toward collapse with dust and debris, aligning with the described progression. A few nuanced details—such as the exact timing of the middle section’s buckle or the precise interaction between structural failure and environmental effects—are not perfectly synchronized, but they do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The collapse sequence follows plausible dynamics, with dust clouds and debris behavior that feel believable within the scene. Some aspects, such as the exact moment of structural failure and the interaction between concrete fragmentation and wind, are simplified or not fully physically rigorous, which keeps the depiction within a credible but not strictly scientific range.\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": 2.921875,
+ "MQ": 3.0,
+ "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 low-angle, wide-angle shot of a brutalist concrete skyscraper that shakes violently, with a dark, oppressive atmosphere. Key elements include a low-angle perspective, a damaged but towering facade, a gray overcast sky, a street-level view, and a sequence where the building collapses with dramatic dust and debris. The intended mood is apocalyptic and visceral.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility of architectural features, and the low-angle composition is present. However, there are noticeable issues: occasional motion blur during the collapse sequence, some frame-to-frame inconsistencies in lighting and texture, and minor artifacts that reduce sharpness. The color grading remains desaturated and gritty, contributing to the mood, but the overall polish is not at a high-end level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle perspective, wide framing, visible shaking, a tall concrete structure, and a dark sky. The sequence progresses toward collapse with dust and debris, aligning with the described progression. A few nuanced details—such as the exact timing of the middle section’s buckle or the precise interaction between structural failure and environmental effects—are not perfectly synchronized, but they do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The collapse sequence follows plausible dynamics, with dust clouds and debris behavior that feel believable within the scene. Some aspects, such as the exact moment of structural failure and the interaction between concrete fragmentation and wind, are simplified or not fully physically rigorous, which keeps the depiction within a credible but not strictly scientific range.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide-angle shot, shaking violently as if caught in the shaking itself, captures the unbroken, terrifying height of a brutalist concrete skyscraper against a scarred, dark gray overcast sky. The street below is a swathe of crumbling asphalt. As the ground tilts with catastrophic force, the building's monolithic structure begins to fail in horrific sequence; visible ripples spread along its spine, causing the middle section to buckle and compress unnaturally. Massive concrete panels peel away from the exterior, revealing a skeleton of steel supports that bend and twist with a screaming sound. Then, the entire central facade folds inward, ending devastatingly, sending shattered glass and debris raining down into the newly formed abyss. Meanwhile, a massive, thick, suffocating cloud of gray-brown dust erupts from the base and the collapsed section, billowing outward in a voluminous wave that threatens to engulf the camera. All rendered in a dark and gritty cinematic style, paired with an icy, desaturated color palette, it creates an atmosphere of pure, apocalyptic dread.",
+ "seed": 27754,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_13/index_3531_seed_27754_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.109375,
+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 7.40625,
+ "avg": 7.40625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot, shaking violently as if caught in the shaking itself, captures the unbroken, terrifying height of a brutalist concrete skyscraper against a scarred, dark gray overcast sky. The street below is a swathe of crumbling asphalt. As the ground tilts with catastrophic force, the building's monolithic structure begins to fail in horrific sequence; visible ripples spread along its spine, causing the middle section to buckle and compress unnaturally. Massive concrete panels peel away from the exterior, revealing a skeleton of steel supports that bend and twist with a screaming sound. Then, the entire central facade folds inward, ending devastatingly, sending shattered glass and debris raining down into the newly formed abyss. Meanwhile, a massive, thick, suffocating cloud of gray-brown dust erupts from the base and the collapsed section, billowing outward in a voluminous wave that threatens to engulf the camera. All rendered in a dark and gritty cinematic style, paired with an icy, desaturated color palette, it creates an atmosphere of pure, apocalyptic dread.",
+ "token_credit_reward": 7.40625,
+ "selected_reward": 7.40625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic destruction sequence featuring a low-angle wide shot, intense shaking, a brutalist concrete skyscraper against a dark overcast sky, a street of crumbling asphalt, progressive facade failure, visible ripples, and a final collapse with debris and a dust cloud. The intended mood is apocalyptic and cinematic.\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. There is noticeable grain and some blur, but essential details remain discernible. The resolution is not high, yet the scene conveys texture and depth. Lighting and contrast vary between frames, contributing to a moody atmosphere without fully obscuring content. Overall, the video communicates the intended aesthetic, though sharpness and consistency could be improved.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — low-angle perspective, a damaged urban setting, and a desaturated color palette — and conveys a sense of destruction. However, key moments such as the progressive facade failure, the explicit appearance of ripples, and the final collapse are not clearly depicted. The alignment is partial rather than complete, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits plausible structural behavior and environmental interaction, with debris and dust responding to gravity and wind. While some aspects feel stylized or simplified, the overall dynamics align with basic physical expectations, yielding a reasonable level of common-sense consistency.\n\nOverall assessment:\nThe video presents a balanced interpretation of the prompt, achieving a moderate level across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.109375,
+ "TA": 2.359375,
+ "MQ": 2.9375,
+ "Overall": 7.40625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic destruction sequence featuring a low-angle wide shot, intense shaking, a brutalist concrete skyscraper against a dark overcast sky, a street of crumbling asphalt, progressive facade failure, visible ripples, and a final collapse with debris and a dust cloud. The intended mood is apocalyptic and cinematic.\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. There is noticeable grain and some blur, but essential details remain discernible. The resolution is not high, yet the scene conveys texture and depth. Lighting and contrast vary between frames, contributing to a moody atmosphere without fully obscuring content. Overall, the video communicates the intended aesthetic, though sharpness and consistency could be improved.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — low-angle perspective, a damaged urban setting, and a desaturated color palette — and conveys a sense of destruction. However, key moments such as the progressive facade failure, the explicit appearance of ripples, and the final collapse are not clearly depicted. The alignment is partial rather than complete, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits plausible structural behavior and environmental interaction, with debris and dust responding to gravity and wind. While some aspects feel stylized or simplified, the overall dynamics align with basic physical expectations, yielding a reasonable level of common-sense consistency.\n\nOverall assessment:\nThe video presents a balanced interpretation of the prompt, achieving a moderate level across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_14/index_tensor([7739, 7739])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_14/index_tensor([7739, 7739])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2ef61681a0775d890e7a9192d32d55eda6cf4ac
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_14/index_tensor([7739, 7739])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up static shot, shot from a slightly elevated angle, captures the dramatic moment as creamy white liquid boils within a stainless steel saucepan on a sleek black glass-ceramic cooktop. The initially bubbling surface of the liquid suddenly and violently expands into a thick foam that surges unstoppably upward, peaking and cascading over the gleaming rim of the pot in a viscous stream. As the overflow flows down the pot's reflective surface, it contacts the searing surface of the burner, which emits an intense, circular red glow. Immediately upon impact, the liquid hisses and sizzles, erupting into white steam and leaving behind a rapidly forming, burnt, dark brown residue. The scene is illuminated by warm, direct kitchen lighting, creating sharp highlights, while the red glow from below casts a dramatic, urgent light, creating an atmosphere of focused, domestic tension, capturing a small, uncontrolled kitchen accident in intense sensory detail.",
+ "seed": 27869,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_14/index_7739_seed_27869_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.1875,
+ "video_score2_ta": 2.28125,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 7.375,
+ "avg": 7.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up static shot, shot from a slightly elevated angle, captures the dramatic moment as creamy white liquid boils within a stainless steel saucepan on a sleek black glass-ceramic cooktop. The initially bubbling surface of the liquid suddenly and violently expands into a thick foam that surges unstoppably upward, peaking and cascading over the gleaming rim of the pot in a viscous stream. As the overflow flows down the pot's reflective surface, it contacts the searing surface of the burner, which emits an intense, circular red glow. Immediately upon impact, the liquid hisses and sizzles, erupting into white steam and leaving behind a rapidly forming, burnt, dark brown residue. The scene is illuminated by warm, direct kitchen lighting, creating sharp highlights, while the red glow from below casts a dramatic, urgent light, creating an atmosphere of focused, domestic tension, capturing a small, uncontrolled kitchen accident in intense sensory detail.",
+ "token_credit_reward": 7.375,
+ "selected_reward": 7.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a creamy white liquid in a stainless steel saucepan on a sleek black glass-ceramic cooktop, with a dramatic moment where the liquid bubbles, expands into thick foam, surges upward, and overflows, followed by steam and a burnt dark brown residue. The scene is lit by warm, direct kitchen lighting and features a strong red glow from the burner. The overall intent is to convey a vivid, high-detail kitchen moment.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show a stainless steel pot with liquid and a visible red glow beneath. The frames are generally legible, but there are noticeable issues: occasional motion blur during the dynamic moments, some color and contrast inconsistencies, and minor artifacts. The lighting is not consistently warm or dramatic throughout, and a few frames lack crispness. Overall, the visual quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThe video includes several elements described in the prompt (close-up view, presence of liquid, bubbling/foaming, and a visible red-hot surface). However, key dramatic moments—unstoppable, continuous expansion into thick foam; the liquid surging over the rim; the rapid formation of a burnt dark brown residue—are not convincingly realized. The alignment is partial: core components exist, but the most impactful dynamics are underrepresented.\n\nPhysical Consistency / Common-sense:\nThe scene remains broadly plausible: the pot, liquid, and heat source are coherent, and basic physical cues (boiling, foam, heat interaction) are present. Some details are simplified or understated, resulting in a moderate level of common-sense consistency.\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": 2.1875,
+ "TA": 2.28125,
+ "MQ": 2.921875,
+ "Overall": 7.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a creamy white liquid in a stainless steel saucepan on a sleek black glass-ceramic cooktop, with a dramatic moment where the liquid bubbles, expands into thick foam, surges upward, and overflows, followed by steam and a burnt dark brown residue. The scene is lit by warm, direct kitchen lighting and features a strong red glow from the burner. The overall intent is to convey a vivid, high-detail kitchen moment.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show a stainless steel pot with liquid and a visible red glow beneath. The frames are generally legible, but there are noticeable issues: occasional motion blur during the dynamic moments, some color and contrast inconsistencies, and minor artifacts. The lighting is not consistently warm or dramatic throughout, and a few frames lack crispness. Overall, the visual quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThe video includes several elements described in the prompt (close-up view, presence of liquid, bubbling/foaming, and a visible red-hot surface). However, key dramatic moments—unstoppable, continuous expansion into thick foam; the liquid surging over the rim; the rapid formation of a burnt dark brown residue—are not convincingly realized. The alignment is partial: core components exist, but the most impactful dynamics are underrepresented.\n\nPhysical Consistency / Common-sense:\nThe scene remains broadly plausible: the pot, liquid, and heat source are coherent, and basic physical cues (boiling, foam, heat interaction) are present. Some details are simplified or understated, resulting in a moderate level of common-sense consistency.\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": 27870,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_14/index_7739_seed_27870_dp_28_rank_56_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.09375,
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+ "video_score2_overall": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a kitchen scene with a white liquid in a stainless steel saucepan on a black glass-ceramic cooktop, starting with bubbling and expanding into foam, then surging upward, followed by a viscous flow down the pot's surface, contact with the searing burner (intense red glow), and a final eruption into steam and a dark brown residue. The scene is lit by warm, direct kitchen lighting with dramatic highlights and a tense, focused atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the pan, liquid, and foam, but there are occasional minor softness and slight color/contrast inconsistencies. The sequence remains coherent and the main elements are identifiable, though some frames exhibit limited detail or mild artifacting that prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several key aspects such as the extreme close-up framing, the presence of a white liquid in a saucepan, visible foam, and the red glow from the burner. However, crucial moments described in the prompt—specifically the dramatic expansion into a thick foam, the vigorous surge over the rim, the viscous flow down the surface, and the final steam eruption—are not fully realized. The result is a moderate level of fidelity rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed dynamics—foam formation, liquid motion, and interaction with the hot surface—are plausible and coherent with basic cooking physics. There are no glaring contradictions, but the depiction does not push toward high-fidelity realism in all aspects.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
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+ "MQ": 3.03125,
+ "Overall": 8.375
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a kitchen scene with a white liquid in a stainless steel saucepan on a black glass-ceramic cooktop, starting with bubbling and expanding into foam, then surging upward, followed by a viscous flow down the pot's surface, contact with the searing burner (intense red glow), and a final eruption into steam and a dark brown residue. The scene is lit by warm, direct kitchen lighting with dramatic highlights and a tense, focused atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the pan, liquid, and foam, but there are occasional minor softness and slight color/contrast inconsistencies. The sequence remains coherent and the main elements are identifiable, though some frames exhibit limited detail or mild artifacting that prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several key aspects such as the extreme close-up framing, the presence of a white liquid in a saucepan, visible foam, and the red glow from the burner. However, crucial moments described in the prompt—specifically the dramatic expansion into a thick foam, the vigorous surge over the rim, the viscous flow down the surface, and the final steam eruption—are not fully realized. The result is a moderate level of fidelity rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed dynamics—foam formation, liquid motion, and interaction with the hot surface—are plausible and coherent with basic cooking physics. There are no glaring contradictions, but the depiction does not push toward high-fidelity realism in all aspects.\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": "An extreme close-up static shot, shot from a slightly elevated angle, captures the dramatic moment as creamy white liquid boils within a stainless steel saucepan on a sleek black glass-ceramic cooktop. The initially bubbling surface of the liquid suddenly and violently expands into a thick foam that surges unstoppably upward, peaking and cascading over the gleaming rim of the pot in a viscous stream. As the overflow flows down the pot's reflective surface, it contacts the searing surface of the burner, which emits an intense, circular red glow. Immediately upon impact, the liquid hisses and sizzles, erupting into white steam and leaving behind a rapidly forming, burnt, dark brown residue. The scene is illuminated by warm, direct kitchen lighting, creating sharp highlights, while the red glow from below casts a dramatic, urgent light, creating an atmosphere of focused, domestic tension, capturing a small, uncontrolled kitchen accident in intense sensory detail.",
+ "seed": 27871,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_14/index_7739_seed_27871_dp_29_rank_58_sample_2_slot_0.mp4",
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+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 1.96875,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 7.8125,
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+ "question": "An extreme close-up static shot, shot from a slightly elevated angle, captures the dramatic moment as creamy white liquid boils within a stainless steel saucepan on a sleek black glass-ceramic cooktop. The initially bubbling surface of the liquid suddenly and violently expands into a thick foam that surges unstoppably upward, peaking and cascading over the gleaming rim of the pot in a viscous stream. As the overflow flows down the pot's reflective surface, it contacts the searing surface of the burner, which emits an intense, circular red glow. Immediately upon impact, the liquid hisses and sizzles, erupting into white steam and leaving behind a rapidly forming, burnt, dark brown residue. The scene is illuminated by warm, direct kitchen lighting, creating sharp highlights, while the red glow from below casts a dramatic, urgent light, creating an atmosphere of focused, domestic tension, capturing a small, uncontrolled kitchen accident in intense sensory detail.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a creamy white liquid in a stainless steel saucepan on a sleek black glass-ceramic cooktop, with a dramatic sequence where the liquid bubbles, expands into foam, surges upward, and overflows, followed by a red-hot burner and a final dark brown residue. The video, however, does not realize these events; the footage remains largely static and shows only a pot with liquid and some foam, without the dynamic expansion, dramatic peak, or final burn. Overall, the alignment to the described dramatic sequence is limited.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some blur and softness, but essential details such as the pot edges and liquid surface remain identifiable. Lighting is warm and consistent, and there are no obvious distortions or artifacts. The overall image quality is acceptable but not sharp, corresponding to a mid-range Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThere is partial correspondence (a pot with liquid and some foam), but the core elements of the prompt—extreme close-up framing, the sudden, explosive expansion into a thick foam, the peak and cascade, the visible interaction with the burner, and the final dark brown residue—are not realized. The video remains largely static and lacks the dramatic kinetic progression, resulting in a low-to-moderate alignment score.\n\nPhysical/Common-sense Consistency:\nThe observed behavior (liquid in a pot with gentle foam and no dramatic spillage) is physically plausible given typical cooking scenarios. However, the absence of the expected dramatic dynamics reduces the perceived realism of the intended event. Overall, physical consistency is present but not strongly convincing due to missing key cues.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 1.96875,
+ "MQ": 2.859375,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a creamy white liquid in a stainless steel saucepan on a sleek black glass-ceramic cooktop, with a dramatic sequence where the liquid bubbles, expands into foam, surges upward, and overflows, followed by a red-hot burner and a final dark brown residue. The video, however, does not realize these events; the footage remains largely static and shows only a pot with liquid and some foam, without the dynamic expansion, dramatic peak, or final burn. Overall, the alignment to the described dramatic sequence is limited.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some blur and softness, but essential details such as the pot edges and liquid surface remain identifiable. Lighting is warm and consistent, and there are no obvious distortions or artifacts. The overall image quality is acceptable but not sharp, corresponding to a mid-range Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThere is partial correspondence (a pot with liquid and some foam), but the core elements of the prompt—extreme close-up framing, the sudden, explosive expansion into a thick foam, the peak and cascade, the visible interaction with the burner, and the final dark brown residue—are not realized. The video remains largely static and lacks the dramatic kinetic progression, resulting in a low-to-moderate alignment score.\n\nPhysical/Common-sense Consistency:\nThe observed behavior (liquid in a pot with gentle foam and no dramatic spillage) is physically plausible given typical cooking scenarios. However, the absence of the expected dramatic dynamics reduces the perceived realism of the intended event. Overall, physical consistency is present but not strongly convincing due to missing key cues.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 27872,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_14/index_7739_seed_27872_dp_29_rank_58_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.09375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.125,
+ "avg": 8.15625,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a stainless steel saucepan containing creamy white liquid on a sleek black glass-ceramic cooktop, with a dramatic sequence where the liquid bubbles, expands into thick foam, surges upward, and overflows, followed by steam and a burnt dark brown residue. The scene is lit by warm, direct kitchen lighting and features a vivid red glow from the burner. In the actual video, several elements align (close-up framing, elevated angle, visible liquid, foam, and a red glow), but key aspects of the dramatic sequence are not convincingly realized; the core dynamic events appear underrepresented or misrepresented, resulting in only partial fidelity to the prompt.\n\nVisual Quality Analysis:\nOverall, the visuals are acceptable but not outstanding. The frames show decent resolution and clear depiction of the saucepan, liquid, and foam, with consistent lighting and believable metallic reflections. However, there are minor issues such as occasional slight motion blur during transitions and some color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, but the visual polish does not reach a high-end level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. The video captures several required elements (extreme close-up, elevated angle, visible liquid, foam, and a red glow). Yet crucial moments described in the prompt—such as a sudden, explosive expansion and a vigorous, continuous surge culminating in an overflow—are not convincingly depicted. The result is a partial match: many descriptive elements are present, but the central dramatic progression is underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the liquid, foam, and metal surfaces behave in a manner consistent with basic cooking physics, and the lighting supports a realistic kitchen setting. There are no glaring physical contradictions, though the absence of the expected dynamic flow reduces the perceived realism of the event.\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": 3.15625,
+ "TA": 2.09375,
+ "MQ": 2.90625,
+ "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 an extreme close-up of a stainless steel saucepan containing creamy white liquid on a sleek black glass-ceramic cooktop, with a dramatic sequence where the liquid bubbles, expands into thick foam, surges upward, and overflows, followed by steam and a burnt dark brown residue. The scene is lit by warm, direct kitchen lighting and features a vivid red glow from the burner. In the actual video, several elements align (close-up framing, elevated angle, visible liquid, foam, and a red glow), but key aspects of the dramatic sequence are not convincingly realized; the core dynamic events appear underrepresented or misrepresented, resulting in only partial fidelity to the prompt.\n\nVisual Quality Analysis:\nOverall, the visuals are acceptable but not outstanding. The frames show decent resolution and clear depiction of the saucepan, liquid, and foam, with consistent lighting and believable metallic reflections. However, there are minor issues such as occasional slight motion blur during transitions and some color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, but the visual polish does not reach a high-end level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. The video captures several required elements (extreme close-up, elevated angle, visible liquid, foam, and a red glow). Yet crucial moments described in the prompt—such as a sudden, explosive expansion and a vigorous, continuous surge culminating in an overflow—are not convincingly depicted. The result is a partial match: many descriptive elements are present, but the central dramatic progression is underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the liquid, foam, and metal surfaces behave in a manner consistent with basic cooking physics, and the lighting supports a realistic kitchen setting. There are no glaring physical contradictions, though the absence of the expected dynamic flow reduces the perceived realism of the event.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_15/index_tensor([5093, 5093])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_15/index_tensor([5093, 5093])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..96f48d1090734973ce9f8cff4bf7a78421fb4d3c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_15/index_tensor([5093, 5093])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, slow-motion tracking shot circles a stoic lunar warrior captured in perfect combat maneuvers. The warrior is a remarkably composed figure, strikingly clad in sleek, form-fitting armor crafted from a material resembling polished obsidian, embellished with intricate silver filigree. His face remains impassive and focused, a mask of calm determination. He executes complex spins while sliding frictionlessly across a vast, perfectly reflective black surface that reflects the entire scene with crystal clarity. His body coils with controlled force, one leg extending in a slide while his torso twists, wielding a sword with a massive crescent blade that emits a steady, cool blue glow. This moment, frozen in time, reveals the intricate, ribbon-like movement of a long, crimson scarf draped from his neck, its fabric twisting into an elegant, gravity-defying spiral. As the camera spun, the glowing arc of his weapon hung in the air like a solid trail of light, and at that moment the bright, incandescent celestial flare of an invisible moon streaked horizontally across the scene, casting a harsh, dramatic rim light on the warrior's silhouette and creating a dazzling, elongated reflection on the mirror-like ground, evoking an atmosphere of epic, silent, deadly grace.",
+ "seed": 6920,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_15/index_5093_seed_6920_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.5625,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.375,
+ "avg": 8.375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, slow-motion tracking shot circles a stoic lunar warrior captured in perfect combat maneuvers. The warrior is a remarkably composed figure, strikingly clad in sleek, form-fitting armor crafted from a material resembling polished obsidian, embellished with intricate silver filigree. His face remains impassive and focused, a mask of calm determination. He executes complex spins while sliding frictionlessly across a vast, perfectly reflective black surface that reflects the entire scene with crystal clarity. His body coils with controlled force, one leg extending in a slide while his torso twists, wielding a sword with a massive crescent blade that emits a steady, cool blue glow. This moment, frozen in time, reveals the intricate, ribbon-like movement of a long, crimson scarf draped from his neck, its fabric twisting into an elegant, gravity-defying spiral. As the camera spun, the glowing arc of his weapon hung in the air like a solid trail of light, and at that moment the bright, incandescent celestial flare of an invisible moon streaked horizontally across the scene, casting a harsh, dramatic rim light on the warrior's silhouette and creating a dazzling, elongated reflection on the mirror-like ground, evoking an atmosphere of epic, silent, deadly grace.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
+ "frame_importance": [
+ 0.4958355724811554,
+ 0.25800758600234985,
+ 0.24615681171417236
+ ],
+ "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 low-angle, slow-motion tracking shot circling a lunar warrior in sleek obsidian armor with silver filigree, a calm focused face, complex spins on a vast reflective black surface, a sword with a massive crescent blade that glows blue, a long crimson scarf, and a dramatic celestial flare from an invisible moon. The video captures several of these elements but does not fully realize the full scope of the description.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast movements. Lighting and contrast are generally stable, and the reflective surface is present, though reflections are not always perfectly crisp. The character rendering is recognizable, but fine details such as intricate armor textures and subtle facial cues are not consistently sharp. The sequence remains coherent, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes several key elements: a low-angle perspective, a slow-motion feel, a lunar warrior figure, and a blue glowing weapon. However, several critical aspects are underrepresented or ambiguous: the armor’s obsidian/silver filigree detail is not clearly visible; the face is not clearly shown as calm and focused due to helmet/visor; the exact nature of the “vast, perfectly reflective black surface” is not convincingly depicted; the long crimson scarf and its dynamic movement are not evident; and the dramatic celestial flare is not observed. Overall, the alignment is partial rather than complete.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and general motion appear plausible, and the weapon handling seems reasonable within the scene. Yet there are notable gaps in physical realism: the surface interaction and reflections do not always align with the lighting and motion, and some dynamics (e.g., the exact grounding, weight transfer during spins) feel slightly off. No major physics violations are evident, but the overall physical coherence is not strong.\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": 2.96875,
+ "MQ": 2.84375,
+ "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 low-angle, slow-motion tracking shot circling a lunar warrior in sleek obsidian armor with silver filigree, a calm focused face, complex spins on a vast reflective black surface, a sword with a massive crescent blade that glows blue, a long crimson scarf, and a dramatic celestial flare from an invisible moon. The video captures several of these elements but does not fully realize the full scope of the description.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast movements. Lighting and contrast are generally stable, and the reflective surface is present, though reflections are not always perfectly crisp. The character rendering is recognizable, but fine details such as intricate armor textures and subtle facial cues are not consistently sharp. The sequence remains coherent, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes several key elements: a low-angle perspective, a slow-motion feel, a lunar warrior figure, and a blue glowing weapon. However, several critical aspects are underrepresented or ambiguous: the armor’s obsidian/silver filigree detail is not clearly visible; the face is not clearly shown as calm and focused due to helmet/visor; the exact nature of the “vast, perfectly reflective black surface” is not convincingly depicted; the long crimson scarf and its dynamic movement are not evident; and the dramatic celestial flare is not observed. Overall, the alignment is partial rather than complete.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and general motion appear plausible, and the weapon handling seems reasonable within the scene. Yet there are notable gaps in physical realism: the surface interaction and reflections do not always align with the lighting and motion, and some dynamics (e.g., the exact grounding, weight transfer during spins) feel slightly off. No major physics violations are evident, but the overall physical coherence is not strong.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, slow-motion tracking shot circles a stoic lunar warrior captured in perfect combat maneuvers. The warrior is a remarkably composed figure, strikingly clad in sleek, form-fitting armor crafted from a material resembling polished obsidian, embellished with intricate silver filigree. His face remains impassive and focused, a mask of calm determination. He executes complex spins while sliding frictionlessly across a vast, perfectly reflective black surface that reflects the entire scene with crystal clarity. His body coils with controlled force, one leg extending in a slide while his torso twists, wielding a sword with a massive crescent blade that emits a steady, cool blue glow. This moment, frozen in time, reveals the intricate, ribbon-like movement of a long, crimson scarf draped from his neck, its fabric twisting into an elegant, gravity-defying spiral. As the camera spun, the glowing arc of his weapon hung in the air like a solid trail of light, and at that moment the bright, incandescent celestial flare of an invisible moon streaked horizontally across the scene, casting a harsh, dramatic rim light on the warrior's silhouette and creating a dazzling, elongated reflection on the mirror-like ground, evoking an atmosphere of epic, silent, deadly grace.",
+ "seed": 6921,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_15/index_5093_seed_6921_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.96875,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 7.21875,
+ "avg": 7.21875,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, slow-motion tracking shot circles a stoic lunar warrior captured in perfect combat maneuvers. The warrior is a remarkably composed figure, strikingly clad in sleek, form-fitting armor crafted from a material resembling polished obsidian, embellished with intricate silver filigree. His face remains impassive and focused, a mask of calm determination. He executes complex spins while sliding frictionlessly across a vast, perfectly reflective black surface that reflects the entire scene with crystal clarity. His body coils with controlled force, one leg extending in a slide while his torso twists, wielding a sword with a massive crescent blade that emits a steady, cool blue glow. This moment, frozen in time, reveals the intricate, ribbon-like movement of a long, crimson scarf draped from his neck, its fabric twisting into an elegant, gravity-defying spiral. As the camera spun, the glowing arc of his weapon hung in the air like a solid trail of light, and at that moment the bright, incandescent celestial flare of an invisible moon streaked horizontally across the scene, casting a harsh, dramatic rim light on the warrior's silhouette and creating a dazzling, elongated reflection on the mirror-like ground, evoking an atmosphere of epic, silent, deadly grace.",
+ "token_credit_reward": 7.21875,
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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, slow-motion tracking shot circling a lunar warrior in combat, with specific visual elements including sleek obsidian armor with silver filigree, a calm focused expression, complex spinning while sliding across a vast reflective surface, a massive crescent blade sword with blue glow, a long crimson scarf, and a bright celestial flare streaking across the scene. The description aims for an epic, silent, deadly grace atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show moderate clarity with some softness and occasional motion blur. The resolution is adequate but not sharp, and there are minor inconsistencies in lighting and color grading between shots. Reflections exist but are not consistently crisp, and a few frames exhibit slight artifacting or soft edges. Overall, the video presents a mid-range visual quality rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt, including a low-angle perspective, a central warrior figure, and a slow-motion feel. However, several key details are underrepresented or missing: the armor does not clearly read as sleek obsidian with silver filigree, the face is not clearly visible or shown as calm and focused, and the exact combat dynamics described (spinning, sliding, precise weapon handling) are not convincingly realized. The overall alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThere are notable gaps in physical realism. The scene lacks convincing interaction between the character and the environment; movements do not always align with expected physics, and the combination of a floating/reflective surface with dynamic action feels inconsistent. The result is a low level of common-sense consistency, indicating substantial room for improvement in grounding the scene in plausible physical behavior.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.96875,
+ "TA": 2.4375,
+ "MQ": 2.8125,
+ "Overall": 7.21875
+ }
+ }
+ ],
+ "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, slow-motion tracking shot circling a lunar warrior in combat, with specific visual elements including sleek obsidian armor with silver filigree, a calm focused expression, complex spinning while sliding across a vast reflective surface, a massive crescent blade sword with blue glow, a long crimson scarf, and a bright celestial flare streaking across the scene. The description aims for an epic, silent, deadly grace atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show moderate clarity with some softness and occasional motion blur. The resolution is adequate but not sharp, and there are minor inconsistencies in lighting and color grading between shots. Reflections exist but are not consistently crisp, and a few frames exhibit slight artifacting or soft edges. Overall, the video presents a mid-range visual quality rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt, including a low-angle perspective, a central warrior figure, and a slow-motion feel. However, several key details are underrepresented or missing: the armor does not clearly read as sleek obsidian with silver filigree, the face is not clearly visible or shown as calm and focused, and the exact combat dynamics described (spinning, sliding, precise weapon handling) are not convincingly realized. The overall alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThere are notable gaps in physical realism. The scene lacks convincing interaction between the character and the environment; movements do not always align with expected physics, and the combination of a floating/reflective surface with dynamic action feels inconsistent. The result is a low level of common-sense consistency, indicating substantial room for improvement in grounding the scene in plausible physical behavior.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "low-angle, slow-motion tracking shot circles a stoic lunar warrior captured in perfect combat maneuvers. The warrior is a remarkably composed figure, strikingly clad in sleek, form-fitting armor crafted from a material resembling polished obsidian, embellished with intricate silver filigree. His face remains impassive and focused, a mask of calm determination. He executes complex spins while sliding frictionlessly across a vast, perfectly reflective black surface that reflects the entire scene with crystal clarity. His body coils with controlled force, one leg extending in a slide while his torso twists, wielding a sword with a massive crescent blade that emits a steady, cool blue glow. This moment, frozen in time, reveals the intricate, ribbon-like movement of a long, crimson scarf draped from his neck, its fabric twisting into an elegant, gravity-defying spiral. As the camera spun, the glowing arc of his weapon hung in the air like a solid trail of light, and at that moment the bright, incandescent celestial flare of an invisible moon streaked horizontally across the scene, casting a harsh, dramatic rim light on the warrior's silhouette and creating a dazzling, elongated reflection on the mirror-like ground, evoking an atmosphere of epic, silent, deadly grace.",
+ "seed": 6922,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_15/index_5093_seed_6922_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 2.578125,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, slow-motion tracking shot circles a stoic lunar warrior captured in perfect combat maneuvers. The warrior is a remarkably composed figure, strikingly clad in sleek, form-fitting armor crafted from a material resembling polished obsidian, embellished with intricate silver filigree. His face remains impassive and focused, a mask of calm determination. He executes complex spins while sliding frictionlessly across a vast, perfectly reflective black surface that reflects the entire scene with crystal clarity. His body coils with controlled force, one leg extending in a slide while his torso twists, wielding a sword with a massive crescent blade that emits a steady, cool blue glow. This moment, frozen in time, reveals the intricate, ribbon-like movement of a long, crimson scarf draped from his neck, its fabric twisting into an elegant, gravity-defying spiral. As the camera spun, the glowing arc of his weapon hung in the air like a solid trail of light, and at that moment the bright, incandescent celestial flare of an invisible moon streaked horizontally across the scene, casting a harsh, dramatic rim light on the warrior's silhouette and creating a dazzling, elongated reflection on the mirror-like ground, evoking an atmosphere of epic, silent, deadly grace.",
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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, slow-motion tracking shot circling a lunar warrior in combat. The warrior wears sleek, form-fitting armor with a polished obsidian look and intricate silver filigree. The face is calm and focused, and the sequence features complex spins on a vast, perfectly reflective black surface with a large crescent blade that glows blue. A long, crimson scarf drapes from the neck, moving in a gravity-defying spiral as the camera tracks the action. The scene should convey epic, silent, deadly grace.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the warrior and environment, but there are occasional soft areas and minor artifacts that prevent a higher rating. Lighting and reflections are generally convincing, though not flawless, and some frame-to-frame inconsistencies slightly affect perceived sharpness. The composition remains coherent, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle tracking shot, a lunar warrior in sleek armor, a large crescent blade with blue glow, and a long crimson scarf. The scene conveys the intended mood of epic, silent, deadly grace. Some nuanced details such as exact facial expression or precise motion dynamics may vary, but the major components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible physics for most interactions, but there are subtle inconsistencies in how the character interacts with the ground and in the behavior of the scarf and reflections. These minor issues prevent a higher score, though the overall dynamics remain believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.578125,
+ "MQ": 3.09375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, slow-motion tracking shot circling a lunar warrior in combat. The warrior wears sleek, form-fitting armor with a polished obsidian look and intricate silver filigree. The face is calm and focused, and the sequence features complex spins on a vast, perfectly reflective black surface with a large crescent blade that glows blue. A long, crimson scarf drapes from the neck, moving in a gravity-defying spiral as the camera tracks the action. The scene should convey epic, silent, deadly grace.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the warrior and environment, but there are occasional soft areas and minor artifacts that prevent a higher rating. Lighting and reflections are generally convincing, though not flawless, and some frame-to-frame inconsistencies slightly affect perceived sharpness. The composition remains coherent, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle tracking shot, a lunar warrior in sleek armor, a large crescent blade with blue glow, and a long crimson scarf. The scene conveys the intended mood of epic, silent, deadly grace. Some nuanced details such as exact facial expression or precise motion dynamics may vary, but the major components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible physics for most interactions, but there are subtle inconsistencies in how the character interacts with the ground and in the behavior of the scarf and reflections. These minor issues prevent a higher score, though the overall dynamics remain believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, slow-motion tracking shot circles a stoic lunar warrior captured in perfect combat maneuvers. The warrior is a remarkably composed figure, strikingly clad in sleek, form-fitting armor crafted from a material resembling polished obsidian, embellished with intricate silver filigree. His face remains impassive and focused, a mask of calm determination. He executes complex spins while sliding frictionlessly across a vast, perfectly reflective black surface that reflects the entire scene with crystal clarity. His body coils with controlled force, one leg extending in a slide while his torso twists, wielding a sword with a massive crescent blade that emits a steady, cool blue glow. This moment, frozen in time, reveals the intricate, ribbon-like movement of a long, crimson scarf draped from his neck, its fabric twisting into an elegant, gravity-defying spiral. As the camera spun, the glowing arc of his weapon hung in the air like a solid trail of light, and at that moment the bright, incandescent celestial flare of an invisible moon streaked horizontally across the scene, casting a harsh, dramatic rim light on the warrior's silhouette and creating a dazzling, elongated reflection on the mirror-like ground, evoking an atmosphere of epic, silent, deadly grace.",
+ "seed": 6923,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_15/index_5093_seed_6923_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.5,
+ "video_score2_ta": 3.34375,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.75,
+ "avg": 8.765625,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, slow-motion tracking shot circles a stoic lunar warrior captured in perfect combat maneuvers. The warrior is a remarkably composed figure, strikingly clad in sleek, form-fitting armor crafted from a material resembling polished obsidian, embellished with intricate silver filigree. His face remains impassive and focused, a mask of calm determination. He executes complex spins while sliding frictionlessly across a vast, perfectly reflective black surface that reflects the entire scene with crystal clarity. His body coils with controlled force, one leg extending in a slide while his torso twists, wielding a sword with a massive crescent blade that emits a steady, cool blue glow. This moment, frozen in time, reveals the intricate, ribbon-like movement of a long, crimson scarf draped from his neck, its fabric twisting into an elegant, gravity-defying spiral. As the camera spun, the glowing arc of his weapon hung in the air like a solid trail of light, and at that moment the bright, incandescent celestial flare of an invisible moon streaked horizontally across the scene, casting a harsh, dramatic rim light on the warrior's silhouette and creating a dazzling, elongated reflection on the mirror-like ground, evoking an atmosphere of epic, silent, deadly grace.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, slow-motion tracking shot circling a lunar warrior in combat, wearing sleek obsidian armor with silver filigree, a mask of calm determination, executing complex spins while sliding across a vast, perfectly reflective black surface, wielding a sword with a massive crescent blade that emits a steady cool blue glow, a long crimson scarf draped from the neck, ribbon-like movement, a visible celestial flare of an invisible moon, and a harsh dramatic rim light on the warrior's silhouette.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some motion blur during action sequences. Lighting and color grading create a cinematic mood, yet fine details such as the armor filigree and the exact texture of the obsidian armor remain not fully crisp. Reflections on the surface are present but not consistently sharp, and a few artifacts or slight inconsistencies appear in certain frames. The sequence remains coherent and visually engaging, but it does not reach high-end sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a lunar warrior in combat, sleek armor with silver accents, a mask of calm focus, complex spinning movements, and a blue-glowing sword. The crimson scarf and the dynamic pose are well represented. Some aspects are less clearly realized: the exact materiality of the obsidian armor is not always explicit, and the precise depiction of the celestial flare and rim lighting is not consistently evident. Nevertheless, the major components align closely with the description, yielding a high level of fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character's proportions and the general physics of movement feel plausible, and the interaction with the reflective surface reads as believable. However, there are occasional minor inconsistencies in how the armor moves under rapid rotation and in the timing of reflections relative to the action. No major physics violations are observed, but the scene does not achieve flawless coherence throughout.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5,
+ "TA": 3.34375,
+ "MQ": 2.921875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, slow-motion tracking shot circling a lunar warrior in combat, wearing sleek obsidian armor with silver filigree, a mask of calm determination, executing complex spins while sliding across a vast, perfectly reflective black surface, wielding a sword with a massive crescent blade that emits a steady cool blue glow, a long crimson scarf draped from the neck, ribbon-like movement, a visible celestial flare of an invisible moon, and a harsh dramatic rim light on the warrior's silhouette.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some motion blur during action sequences. Lighting and color grading create a cinematic mood, yet fine details such as the armor filigree and the exact texture of the obsidian armor remain not fully crisp. Reflections on the surface are present but not consistently sharp, and a few artifacts or slight inconsistencies appear in certain frames. The sequence remains coherent and visually engaging, but it does not reach high-end sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a lunar warrior in combat, sleek armor with silver accents, a mask of calm focus, complex spinning movements, and a blue-glowing sword. The crimson scarf and the dynamic pose are well represented. Some aspects are less clearly realized: the exact materiality of the obsidian armor is not always explicit, and the precise depiction of the celestial flare and rim lighting is not consistently evident. Nevertheless, the major components align closely with the description, yielding a high level of fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character's proportions and the general physics of movement feel plausible, and the interaction with the reflective surface reads as believable. However, there are occasional minor inconsistencies in how the armor moves under rapid rotation and in the timing of reflections relative to the action. No major physics violations are observed, but the scene does not achieve flawless coherence throughout.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_2/index_tensor([8019, 8019])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_2/index_tensor([8019, 8019])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..db1e3bfcf2ffe186f30bc5959f2510d4648ab375
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_2/index_tensor([8019, 8019])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, eye-level wide-angle shot frames a quiet, sun-drenched room with polished hardwood floors, creating an atmosphere of tranquility and observation. In the center of the frame, a man in his thirties with slightly tousled brown hair sits on a simple, backless wooden stool, dressed in a plain gray T-shirt and dark jeans, his posture relaxed. Behind him stands a small boy, about five years old, wearing a blue and white striped long-sleeved shirt and khaki shorts. He fidgets subtly, shifting his weight from one bare foot to the other. His attention is suddenly caught by a bright lime green toy block on the floor; he deliberately bends down, his small hands grasping it tightly. He straightens up, brings the block close to his face, and turns it over with a hint of focused, childlike curiosity. Then, with the block in hand, he steps forward with steady, purposeful steps, closing the distance between him and the man. Throughout this gentle incident, the man remains seated, turning his head only slightly to offer the child a brief, patient glance, his expression calm and gentle. The entire scene is bathed in soft natural light streaming in from invisible windows, casting long, gentle shadows and imbuing the space with a warm, tranquil atmosphere.",
+ "seed": 14371,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_2/index_8019_seed_14371_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.5625,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.75,
+ "avg": 8.78125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot frames a quiet, sun-drenched room with polished hardwood floors, creating an atmosphere of tranquility and observation. In the center of the frame, a man in his thirties with slightly tousled brown hair sits on a simple, backless wooden stool, dressed in a plain gray T-shirt and dark jeans, his posture relaxed. Behind him stands a small boy, about five years old, wearing a blue and white striped long-sleeved shirt and khaki shorts. He fidgets subtly, shifting his weight from one bare foot to the other. His attention is suddenly caught by a bright lime green toy block on the floor; he deliberately bends down, his small hands grasping it tightly. He straightens up, brings the block close to his face, and turns it over with a hint of focused, childlike curiosity. Then, with the block in hand, he steps forward with steady, purposeful steps, closing the distance between him and the man. Throughout this gentle incident, the man remains seated, turning his head only slightly to offer the child a brief, patient glance, his expression calm and gentle. The entire scene is bathed in soft natural light streaming in from invisible windows, casting long, gentle shadows and imbuing the space with a warm, tranquil atmosphere.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot in a sun-drenched room with polished hardwood floors, featuring a man in his thirties with slightly tousled brown hair sitting on a simple backless wooden stool, wearing a plain gray T-shirt and dark jeans, and a young boy around five years old wearing a blue and white striped long-sleeved shirt and khaki shorts. The boy fidgets, notices a bright lime green toy block on the floor, bends down to pick it up, examines it closely, and then approaches the man while the man remains seated with a calm, observant expression. The scene is bathed in soft natural light with gentle shadows.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and natural lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and slight color/contrast inconsistencies. There are no severe distortions, but the overall sharpness and polish are not consistently high across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: the man in his thirties with brown hair, seated on a simple stool, wearing a gray shirt and dark jeans; the boy in a blue and white striped shirt and khaki shorts; the sunlit room with polished floors; the boy’s interaction with the lime green block; the man’s calm, attentive demeanor; and the soft, natural lighting. Minor deviations exist in some fine-grained details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with the boy’s movements and object handling appearing believable. However, there are subtle inconsistencies in timing and spatial relationships during the interaction with the block and the approach toward the man, which prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5625,
+ "TA": 3.1875,
+ "MQ": 3.03125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot in a sun-drenched room with polished hardwood floors, featuring a man in his thirties with slightly tousled brown hair sitting on a simple backless wooden stool, wearing a plain gray T-shirt and dark jeans, and a young boy around five years old wearing a blue and white striped long-sleeved shirt and khaki shorts. The boy fidgets, notices a bright lime green toy block on the floor, bends down to pick it up, examines it closely, and then approaches the man while the man remains seated with a calm, observant expression. The scene is bathed in soft natural light with gentle shadows.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and natural lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and slight color/contrast inconsistencies. There are no severe distortions, but the overall sharpness and polish are not consistently high across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: the man in his thirties with brown hair, seated on a simple stool, wearing a gray shirt and dark jeans; the boy in a blue and white striped shirt and khaki shorts; the sunlit room with polished floors; the boy’s interaction with the lime green block; the man’s calm, attentive demeanor; and the soft, natural lighting. Minor deviations exist in some fine-grained details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with the boy’s movements and object handling appearing believable. However, there are subtle inconsistencies in timing and spatial relationships during the interaction with the block and the approach toward the man, which prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level wide-angle shot frames a quiet, sun-drenched room with polished hardwood floors, creating an atmosphere of tranquility and observation. In the center of the frame, a man in his thirties with slightly tousled brown hair sits on a simple, backless wooden stool, dressed in a plain gray T-shirt and dark jeans, his posture relaxed. Behind him stands a small boy, about five years old, wearing a blue and white striped long-sleeved shirt and khaki shorts. He fidgets subtly, shifting his weight from one bare foot to the other. His attention is suddenly caught by a bright lime green toy block on the floor; he deliberately bends down, his small hands grasping it tightly. He straightens up, brings the block close to his face, and turns it over with a hint of focused, childlike curiosity. Then, with the block in hand, he steps forward with steady, purposeful steps, closing the distance between him and the man. Throughout this gentle incident, the man remains seated, turning his head only slightly to offer the child a brief, patient glance, his expression calm and gentle. The entire scene is bathed in soft natural light streaming in from invisible windows, casting long, gentle shadows and imbuing the space with a warm, tranquil atmosphere.",
+ "seed": 14372,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_2/index_8019_seed_14372_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.25,
+ "avg": 9.25,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot frames a quiet, sun-drenched room with polished hardwood floors, creating an atmosphere of tranquility and observation. In the center of the frame, a man in his thirties with slightly tousled brown hair sits on a simple, backless wooden stool, dressed in a plain gray T-shirt and dark jeans, his posture relaxed. Behind him stands a small boy, about five years old, wearing a blue and white striped long-sleeved shirt and khaki shorts. He fidgets subtly, shifting his weight from one bare foot to the other. His attention is suddenly caught by a bright lime green toy block on the floor; he deliberately bends down, his small hands grasping it tightly. He straightens up, brings the block close to his face, and turns it over with a hint of focused, childlike curiosity. Then, with the block in hand, he steps forward with steady, purposeful steps, closing the distance between him and the man. Throughout this gentle incident, the man remains seated, turning his head only slightly to offer the child a brief, patient glance, his expression calm and gentle. The entire scene is bathed in soft natural light streaming in from invisible windows, casting long, gentle shadows and imbuing the space with a warm, tranquil atmosphere.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot in a sun-drenched room with polished hardwood floors, featuring a man in his thirties with slightly tousled brown hair sitting on a simple backless wooden stool, wearing a plain gray T-shirt and dark jeans, while a young boy in a blue and white striped long-sleeved shirt and khaki shorts stands behind him. The boy notices a bright lime green toy block on the floor, bends down to pick it up, examines it closely, and then approaches the man with the block. The man remains seated, offering a brief, patient glance as the boy approaches, all under soft natural lighting and gentle shadows.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional minor artifacts and slight softness that prevent a higher rating. Lighting remains generally natural and consistent across shots, with no major distortions or color shifts. The sequence appears stable with smooth transitions, though not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements—man in his thirties with tousled hair, seated on a simple stool, wearing a plain gray shirt and dark jeans; boy in striped shirt and khaki shorts; bright lime green block; the boy bending to pick up the block, examining it, and approaching the man—are present and coherent. The man’s attentive, calm demeanor matches the description. Minor deviations exist in exact timing and some fine-grained details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions feel plausible and the spatial relationships are generally believable, with the boy’s movements and the man’s response appearing natural. However, there are subtle inconsistencies in timing and micro-motions that prevent a higher score, though nothing grossly violates basic physics or common sense.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.8125,
+ "TA": 3.421875,
+ "MQ": 3.015625,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot in a sun-drenched room with polished hardwood floors, featuring a man in his thirties with slightly tousled brown hair sitting on a simple backless wooden stool, wearing a plain gray T-shirt and dark jeans, while a young boy in a blue and white striped long-sleeved shirt and khaki shorts stands behind him. The boy notices a bright lime green toy block on the floor, bends down to pick it up, examines it closely, and then approaches the man with the block. The man remains seated, offering a brief, patient glance as the boy approaches, all under soft natural lighting and gentle shadows.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional minor artifacts and slight softness that prevent a higher rating. Lighting remains generally natural and consistent across shots, with no major distortions or color shifts. The sequence appears stable with smooth transitions, though not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements—man in his thirties with tousled hair, seated on a simple stool, wearing a plain gray shirt and dark jeans; boy in striped shirt and khaki shorts; bright lime green block; the boy bending to pick up the block, examining it, and approaching the man—are present and coherent. The man’s attentive, calm demeanor matches the description. Minor deviations exist in exact timing and some fine-grained details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions feel plausible and the spatial relationships are generally believable, with the boy’s movements and the man’s response appearing natural. However, there are subtle inconsistencies in timing and micro-motions that prevent a higher score, though nothing grossly violates basic physics or common sense.\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": 14373,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_2/index_8019_seed_14373_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.171875,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.625,
+ "avg": 8.65625,
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+ "question": "static, eye-level wide-angle shot frames a quiet, sun-drenched room with polished hardwood floors, creating an atmosphere of tranquility and observation. In the center of the frame, a man in his thirties with slightly tousled brown hair sits on a simple, backless wooden stool, dressed in a plain gray T-shirt and dark jeans, his posture relaxed. Behind him stands a small boy, about five years old, wearing a blue and white striped long-sleeved shirt and khaki shorts. He fidgets subtly, shifting his weight from one bare foot to the other. His attention is suddenly caught by a bright lime green toy block on the floor; he deliberately bends down, his small hands grasping it tightly. He straightens up, brings the block close to his face, and turns it over with a hint of focused, childlike curiosity. Then, with the block in hand, he steps forward with steady, purposeful steps, closing the distance between him and the man. Throughout this gentle incident, the man remains seated, turning his head only slightly to offer the child a brief, patient glance, his expression calm and gentle. The entire scene is bathed in soft natural light streaming in from invisible windows, casting long, gentle shadows and imbuing the space with a warm, tranquil atmosphere.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot in a sun-drenched room with polished hardwood floors, featuring a man in his thirties with slightly tousled brown hair sitting on a simple backless wooden stool, wearing a plain gray T-shirt and dark jeans, while a young boy in a blue and white striped long-sleeved shirt and khaki shorts stands behind him. The boy notices a bright lime green toy block on the floor, bends down to pick it up, examines it closely, and then approaches the man with the block. The man remains seated, offering a brief, patient glance as the boy approaches. The scene is bathed in soft natural light with gentle shadows, creating a warm, tranquil atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains broadly natural and stable across shots, with no major distortions or artifacts. The sequence appears coherent, though not exceptionally sharp throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements—man seated on a simple stool, boy in striped shirt and khaki shorts, lime green toy block, and the boy’s interaction with the block—are present and largely match the described actions. Some very minor deviations exist in exact timing or pose details, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movements and interactions are generally plausible, with the boy’s handling of the block and approach appearing believable. There may be subtle timing or weight-shift nuances that are not perfectly natural, yet nothing severely breaks realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.171875,
+ "TA": 3.546875,
+ "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 static, eye-level wide-angle shot in a sun-drenched room with polished hardwood floors, featuring a man in his thirties with slightly tousled brown hair sitting on a simple backless wooden stool, wearing a plain gray T-shirt and dark jeans, while a young boy in a blue and white striped long-sleeved shirt and khaki shorts stands behind him. The boy notices a bright lime green toy block on the floor, bends down to pick it up, examines it closely, and then approaches the man with the block. The man remains seated, offering a brief, patient glance as the boy approaches. The scene is bathed in soft natural light with gentle shadows, creating a warm, tranquil atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains broadly natural and stable across shots, with no major distortions or artifacts. The sequence appears coherent, though not exceptionally sharp throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements—man seated on a simple stool, boy in striped shirt and khaki shorts, lime green toy block, and the boy’s interaction with the block—are present and largely match the described actions. Some very minor deviations exist in exact timing or pose details, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movements and interactions are generally plausible, with the boy’s handling of the block and approach appearing believable. There may be subtle timing or weight-shift nuances that are not perfectly natural, yet nothing severely breaks realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level wide-angle shot frames a quiet, sun-drenched room with polished hardwood floors, creating an atmosphere of tranquility and observation. In the center of the frame, a man in his thirties with slightly tousled brown hair sits on a simple, backless wooden stool, dressed in a plain gray T-shirt and dark jeans, his posture relaxed. Behind him stands a small boy, about five years old, wearing a blue and white striped long-sleeved shirt and khaki shorts. He fidgets subtly, shifting his weight from one bare foot to the other. His attention is suddenly caught by a bright lime green toy block on the floor; he deliberately bends down, his small hands grasping it tightly. He straightens up, brings the block close to his face, and turns it over with a hint of focused, childlike curiosity. Then, with the block in hand, he steps forward with steady, purposeful steps, closing the distance between him and the man. Throughout this gentle incident, the man remains seated, turning his head only slightly to offer the child a brief, patient glance, his expression calm and gentle. The entire scene is bathed in soft natural light streaming in from invisible windows, casting long, gentle shadows and imbuing the space with a warm, tranquil atmosphere.",
+ "seed": 14374,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_2/index_8019_seed_14374_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.09375,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.5,
+ "avg": 8.484375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot frames a quiet, sun-drenched room with polished hardwood floors, creating an atmosphere of tranquility and observation. In the center of the frame, a man in his thirties with slightly tousled brown hair sits on a simple, backless wooden stool, dressed in a plain gray T-shirt and dark jeans, his posture relaxed. Behind him stands a small boy, about five years old, wearing a blue and white striped long-sleeved shirt and khaki shorts. He fidgets subtly, shifting his weight from one bare foot to the other. His attention is suddenly caught by a bright lime green toy block on the floor; he deliberately bends down, his small hands grasping it tightly. He straightens up, brings the block close to his face, and turns it over with a hint of focused, childlike curiosity. Then, with the block in hand, he steps forward with steady, purposeful steps, closing the distance between him and the man. Throughout this gentle incident, the man remains seated, turning his head only slightly to offer the child a brief, patient glance, his expression calm and gentle. The entire scene is bathed in soft natural light streaming in from invisible windows, casting long, gentle shadows and imbuing the space with a warm, tranquil atmosphere.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot in a sun-drenched room with polished hardwood floors, featuring a man in his thirties with slightly tousled brown hair sitting on a simple backless wooden stool, wearing a plain gray T-shirt and dark jeans, while a young boy in a blue and white striped long-sleeved shirt and khaki shorts stands behind him. The boy notices a bright lime green toy block on the floor, bends down to pick it up, examines it closely, and then approaches the man with the block. The man remains seated, offering a brief, patient glance as the boy approaches, all under soft natural lighting and gentle shadows.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce sharpness. Lighting is generally consistent across shots, though there are minor fluctuations in brightness and color balance. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. The result is acceptable but not high-fidelity, with some detail loss in fine textures.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The scene captures the essential elements: a man in his thirties with slightly tousled hair seated on a simple stool, wearing a plain gray shirt and dark pants; a boy in a blue and white striped shirt and khaki shorts; a sunlit room with polished floors; the boy bending to pick up a bright lime green toy block; examining it closely; and approaching the man with the block while the man remains seated with a calm, attentive demeanor. The sequence and composition align well with the described narrative, with only minor deviations in timing or emphasis that do not significantly detract from fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions appear plausible at a glance, but there are subtle inconsistencies in body mechanics and spatial relationships during the approach and handling of the block. Some movements feel slightly stiff or awkward, and depth cues or timing of the boy’s steps relative to the man’s response are not perfectly coherent. These minor issues prevent a higher score, though the scene remains broadly believable.\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": 2.09375,
+ "TA": 3.484375,
+ "MQ": 2.90625,
+ "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 static, eye-level wide-angle shot in a sun-drenched room with polished hardwood floors, featuring a man in his thirties with slightly tousled brown hair sitting on a simple backless wooden stool, wearing a plain gray T-shirt and dark jeans, while a young boy in a blue and white striped long-sleeved shirt and khaki shorts stands behind him. The boy notices a bright lime green toy block on the floor, bends down to pick it up, examines it closely, and then approaches the man with the block. The man remains seated, offering a brief, patient glance as the boy approaches, all under soft natural lighting and gentle shadows.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce sharpness. Lighting is generally consistent across shots, though there are minor fluctuations in brightness and color balance. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. The result is acceptable but not high-fidelity, with some detail loss in fine textures.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The scene captures the essential elements: a man in his thirties with slightly tousled hair seated on a simple stool, wearing a plain gray shirt and dark pants; a boy in a blue and white striped shirt and khaki shorts; a sunlit room with polished floors; the boy bending to pick up a bright lime green toy block; examining it closely; and approaching the man with the block while the man remains seated with a calm, attentive demeanor. The sequence and composition align well with the described narrative, with only minor deviations in timing or emphasis that do not significantly detract from fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interactions appear plausible at a glance, but there are subtle inconsistencies in body mechanics and spatial relationships during the approach and handling of the block. Some movements feel slightly stiff or awkward, and depth cues or timing of the boy’s steps relative to the man’s response are not perfectly coherent. These minor issues prevent a higher score, though the scene remains broadly believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_3/index_tensor([4850, 4850])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_3/index_tensor([4850, 4850])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a29f465c6b2f47a5eaa24276990dd5e3535bdc4a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_3/index_tensor([4850, 4850])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The film begins with a low, upward shot, then rapidly tilts upward, following the subject's ascent. A handsome young warrior with a resolute gaze stands atop a precipitous mountain. His long, jet-black hair is tied high, strands flowing freely in the sharp mountain breeze. He clads in an intricately crafted suit of silver armor, engraved with ancient and intricate patterns of clouds and dragon scales. The armor reflects a cool metallic luster in the dim light of dawn. With his legs slightly bent and his center of gravity lowered, he strikes a poised stance, clutching a longsword in its ancient scabbard. Suddenly, he yanked his sword from its sheath. The instant it emerged, a dazzling white light burst forth, too dazzling to be seen directly. This light quickly enveloped and engulfed his entire body, instantly dissolving his human form into a concentrated, brilliant, vertical sword light that seemed capable of cleaving through heaven and earth. With the force of thunder and a sharp, air-piercing sound, this sword light shot vertically upwards, plunging without hesitation into the depths of the thick, swirling, almost tangible sea of clouds overhead. It vanished completely, leaving only a brief, rapidly closing circular hole in the clouds. Then, all was quiet, and the entire scene was filled with an epic, otherworldly, and powerful aura.",
+ "seed": 23682,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_3/index_4850_seed_23682_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.09375,
+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 9.6875,
+ "avg": 9.671875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The film begins with a low, upward shot, then rapidly tilts upward, following the subject's ascent. A handsome young warrior with a resolute gaze stands atop a precipitous mountain. His long, jet-black hair is tied high, strands flowing freely in the sharp mountain breeze. He clads in an intricately crafted suit of silver armor, engraved with ancient and intricate patterns of clouds and dragon scales. The armor reflects a cool metallic luster in the dim light of dawn. With his legs slightly bent and his center of gravity lowered, he strikes a poised stance, clutching a longsword in its ancient scabbard. Suddenly, he yanked his sword from its sheath. The instant it emerged, a dazzling white light burst forth, too dazzling to be seen directly. This light quickly enveloped and engulfed his entire body, instantly dissolving his human form into a concentrated, brilliant, vertical sword light that seemed capable of cleaving through heaven and earth. With the force of thunder and a sharp, air-piercing sound, this sword light shot vertically upwards, plunging without hesitation into the depths of the thick, swirling, almost tangible sea of clouds overhead. It vanished completely, leaving only a brief, rapidly closing circular hole in the clouds. Then, all was quiet, and the entire scene was filled with an epic, otherworldly, and powerful aura.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
+ "frame_importance": [
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+ 0.2489156424999237,
+ 0.36045780777931213
+ ],
+ "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 cinematic sequence featuring a warrior ascending a mountain, with specific visual elements (silver armor with intricate patterns, long black hair, sword extraction, dramatic lighting, etc.). The overall intent is clear, but the execution does not fully realize the full scope of the described events across the video.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable with decent detail in armor and character features, and the lighting contributes to a dramatic mood. However, there are noticeable inconsistencies in motion continuity and some abrupt transitions between frames, which reduces perceived smoothness. Overall, Visual Quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—warrior figure, ornate armor, sword presence, and a mountainous setting with atmospheric lighting. Yet key moments such as the sword extraction, the intense light effect surrounding the character, and the complete transformation into a vertical sword light are not consistently realized throughout the sequence. Alignment is partial, with important narrative cues missing or underdeveloped.\n\nPhysical/Common-sense Consistency:\nThere are notable gaps in physical plausibility. The dramatic transformation into a vertical sword light and the accompanying energy effects do not follow conventional physics, and the sequence lacks coherent causal progression. While stylized fantasy elements can be tolerated, the internal logic is inconsistently maintained, resulting in limited common-sense coherence.\n\nOverall assessment:\nThe video demonstrates moderate visual quality and partial alignment to the prompt, but suffers from weak physical/common-sense consistency due to abrupt transitions and non-physical transformations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "MQ": 2.984375,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a warrior ascending a mountain, with specific visual elements (silver armor with intricate patterns, long black hair, sword extraction, dramatic lighting, etc.). The overall intent is clear, but the execution does not fully realize the full scope of the described events across the video.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable with decent detail in armor and character features, and the lighting contributes to a dramatic mood. However, there are noticeable inconsistencies in motion continuity and some abrupt transitions between frames, which reduces perceived smoothness. Overall, Visual Quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—warrior figure, ornate armor, sword presence, and a mountainous setting with atmospheric lighting. Yet key moments such as the sword extraction, the intense light effect surrounding the character, and the complete transformation into a vertical sword light are not consistently realized throughout the sequence. Alignment is partial, with important narrative cues missing or underdeveloped.\n\nPhysical/Common-sense Consistency:\nThere are notable gaps in physical plausibility. The dramatic transformation into a vertical sword light and the accompanying energy effects do not follow conventional physics, and the sequence lacks coherent causal progression. While stylized fantasy elements can be tolerated, the internal logic is inconsistently maintained, resulting in limited common-sense coherence.\n\nOverall assessment:\nThe video demonstrates moderate visual quality and partial alignment to the prompt, but suffers from weak physical/common-sense consistency due to abrupt transitions and non-physical transformations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 23683,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_3/index_4850_seed_23683_dp_6_rank_12_sample_1_slot_1.mp4",
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+ "video_score2_overall": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young warrior ascending a mountain, donning ornate silver armor with intricate patterns, drawing a longsword, and invoking a dramatic sword-light effect that culminates in a vertical, otherworldly beam. The video captures several elements of this concept but does not fully realize the full dramatic arc or the precise progression described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in armor and facial features, with consistent lighting and a cohesive color palette. There are occasional minor artifacts and slight softness in some frames, and the sword-light effect, while present, lacks the highest level of polish. The sequence remains readable and coherent, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes recognizable elements such as a warrior figure, armor details, and the sword-light effect, but key aspects of the narrative—specifically the explicit ascent on a precipice and the complete transformation into a vertical sword light—are not convincingly realized. The overall progression and dramatic intensity are underdeveloped relative to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the sword-light effect reads as fantastical yet internally coherent within the scene. Some transitions and the integration of the light with the environment feel slightly abrupt, and the depiction of the light’s behavior could be more physically grounded. Overall, the scene maintains basic plausibility without strong violations of common sense.\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": 2.796875,
+ "TA": 3.203125,
+ "MQ": 2.96875,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young warrior ascending a mountain, donning ornate silver armor with intricate patterns, drawing a longsword, and invoking a dramatic sword-light effect that culminates in a vertical, otherworldly beam. The video captures several elements of this concept but does not fully realize the full dramatic arc or the precise progression described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in armor and facial features, with consistent lighting and a cohesive color palette. There are occasional minor artifacts and slight softness in some frames, and the sword-light effect, while present, lacks the highest level of polish. The sequence remains readable and coherent, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes recognizable elements such as a warrior figure, armor details, and the sword-light effect, but key aspects of the narrative—specifically the explicit ascent on a precipice and the complete transformation into a vertical sword light—are not convincingly realized. The overall progression and dramatic intensity are underdeveloped relative to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the sword-light effect reads as fantastical yet internally coherent within the scene. Some transitions and the integration of the light with the environment feel slightly abrupt, and the depiction of the light’s behavior could be more physically grounded. Overall, the scene maintains basic plausibility without strong violations of common sense.\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": 23684,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_3/index_4850_seed_23684_dp_7_rank_14_sample_2_slot_0.mp4",
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+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 3.5625,
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+ "video_score2_overall": 9.5625,
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+ "question": "The film begins with a low, upward shot, then rapidly tilts upward, following the subject's ascent. A handsome young warrior with a resolute gaze stands atop a precipitous mountain. His long, jet-black hair is tied high, strands flowing freely in the sharp mountain breeze. He clads in an intricately crafted suit of silver armor, engraved with ancient and intricate patterns of clouds and dragon scales. The armor reflects a cool metallic luster in the dim light of dawn. With his legs slightly bent and his center of gravity lowered, he strikes a poised stance, clutching a longsword in its ancient scabbard. Suddenly, he yanked his sword from its sheath. The instant it emerged, a dazzling white light burst forth, too dazzling to be seen directly. This light quickly enveloped and engulfed his entire body, instantly dissolving his human form into a concentrated, brilliant, vertical sword light that seemed capable of cleaving through heaven and earth. With the force of thunder and a sharp, air-piercing sound, this sword light shot vertically upwards, plunging without hesitation into the depths of the thick, swirling, almost tangible sea of clouds overhead. It vanished completely, leaving only a brief, rapidly closing circular hole in the clouds. Then, all was quiet, and the entire scene was filled with an epic, otherworldly, and powerful aura.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young warrior on a mountain peak, transitioning into a dramatic moment where the figure dissolves into a vertical sword light that pierces the sky. The core elements—subject, setting, and the intended visual transformation—are clearly conveyed in the description.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, with the mountain backdrop and character details readable. There are occasional minor softness or compression artifacts, but no pervasive distortions. The transition from the warrior to the intense light is present, though not perfectly seamless, resulting in a mid-range visual impression rather than a pristine, high-fidelity render.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential components: a young warrior on a mountain, the upward camera movement, the dramatic shift to a bright light, and the vertical sword-light effect. Some finer details (e.g., exact armor patterns, precise timing of the dissolution) are not perfectly matched, but the major beats and visual narrative align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting dynamics, with the sword light emerging from the character and propagating upward in a believable manner. However, there are minor inconsistencies in how the light interacts with the environment and in the timing of the transformation, preventing a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 3.5625,
+ "MQ": 3.171875,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young warrior on a mountain peak, transitioning into a dramatic moment where the figure dissolves into a vertical sword light that pierces the sky. The core elements—subject, setting, and the intended visual transformation—are clearly conveyed in the description.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, with the mountain backdrop and character details readable. There are occasional minor softness or compression artifacts, but no pervasive distortions. The transition from the warrior to the intense light is present, though not perfectly seamless, resulting in a mid-range visual impression rather than a pristine, high-fidelity render.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential components: a young warrior on a mountain, the upward camera movement, the dramatic shift to a bright light, and the vertical sword-light effect. Some finer details (e.g., exact armor patterns, precise timing of the dissolution) are not perfectly matched, but the major beats and visual narrative align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting dynamics, with the sword light emerging from the character and propagating upward in a believable manner. However, there are minor inconsistencies in how the light interacts with the environment and in the timing of the transformation, preventing a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 23685,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_3/index_4850_seed_23685_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 3.640625,
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+ "video_score2_overall": 9.625,
+ "avg": 9.59375,
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+ "question": "The film begins with a low, upward shot, then rapidly tilts upward, following the subject's ascent. A handsome young warrior with a resolute gaze stands atop a precipitous mountain. His long, jet-black hair is tied high, strands flowing freely in the sharp mountain breeze. He clads in an intricately crafted suit of silver armor, engraved with ancient and intricate patterns of clouds and dragon scales. The armor reflects a cool metallic luster in the dim light of dawn. With his legs slightly bent and his center of gravity lowered, he strikes a poised stance, clutching a longsword in its ancient scabbard. Suddenly, he yanked his sword from its sheath. The instant it emerged, a dazzling white light burst forth, too dazzling to be seen directly. This light quickly enveloped and engulfed his entire body, instantly dissolving his human form into a concentrated, brilliant, vertical sword light that seemed capable of cleaving through heaven and earth. With the force of thunder and a sharp, air-piercing sound, this sword light shot vertically upwards, plunging without hesitation into the depths of the thick, swirling, almost tangible sea of clouds overhead. It vanished completely, leaving only a brief, rapidly closing circular hole in the clouds. Then, all was quiet, and the entire scene was filled with an epic, otherworldly, and powerful aura.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young warrior on a mountain, a dramatic sword reveal, and a transition into a vertical sword light that penetrates the sky. The video largely follows this arc, but several details are not faithfully realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with some softness and occasional minor artifacts. The lighting and color grading establish a moody, ethereal atmosphere, and the sword-light effect reads as visually striking when it appears. Transitions between the character and the bright light are present, though not perfectly seamless. In sum, the visuals convey the intended mood and effects, but do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the core beats—warrior on a mountain, the sword reveal, and the vertical light effect. However, several specifics diverge: the hair styling differs from the described high-ponytail, and the armor detailing and some environmental cues are simplified or stylized. The overall narrative arc is recognizable, but the fidelity to exact prompt elements is imperfect.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s pose and the sword-light interaction read plausibly within the fantasy context, and the environmental scale remains coherent. Some aspects feel slightly contrived or exaggerated for effect, but there are no glaring logical inconsistencies.\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": 3.015625,
+ "TA": 3.640625,
+ "MQ": 2.9375,
+ "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 cinematic sequence featuring a young warrior on a mountain, a dramatic sword reveal, and a transition into a vertical sword light that penetrates the sky. The video largely follows this arc, but several details are not faithfully realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with some softness and occasional minor artifacts. The lighting and color grading establish a moody, ethereal atmosphere, and the sword-light effect reads as visually striking when it appears. Transitions between the character and the bright light are present, though not perfectly seamless. In sum, the visuals convey the intended mood and effects, but do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the core beats—warrior on a mountain, the sword reveal, and the vertical light effect. However, several specifics diverge: the hair styling differs from the described high-ponytail, and the armor detailing and some environmental cues are simplified or stylized. The overall narrative arc is recognizable, but the fidelity to exact prompt elements is imperfect.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s pose and the sword-light interaction read plausibly within the fantasy context, and the environmental scale remains coherent. Some aspects feel slightly contrived or exaggerated for effect, but there are no glaring logical inconsistencies.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_4/index_tensor([3375, 3375])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_4/index_tensor([3375, 3375])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5aa6d1a10b94d8ca1a0d5965fffdc0591c34d5fa
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_4/index_tensor([3375, 3375])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "hyper-realistic CG shot, captured from a slightly elevated angle in an intimate, static close-up, captures a young woman, her dark brown hair tied into a sleek, high ponytail, her expression intensely focused. Her brow furrowed slightly, her gaze fixed intently on the sewing machine's needle, her hands carefully guiding a strand of vibrant scarlet satin fabric, fingers applying steady, gentle pressure to ensure a clear path. The camera maintains sharp focus, zeroing in on the mechanical ballet of the polished steel foot and the rapidly descending needle as it perfectly stitches a line of matching red thread with breathtaking clarity. Every micro-movement, from the loop of thread to the advance of fabric, is rendered with realistic precision. A focused beam of warm light (perhaps from a task light that has just left the frame) illuminates the immediate sewing area, creating bright highlights on the metal components and glossy thread while casting soft shadows. The background melts into a beautiful bokeh, a soft, warm, out-of-focus color suggestive of a creative studio, creating a tranquil and focused atmosphere that celebrates the art of craftsmanship.",
+ "seed": 28222,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_4/index_3375_seed_28222_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": 2.828125,
+ "video_score2_ta": 2.6875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.4375,
+ "avg": 8.453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "hyper-realistic CG shot, captured from a slightly elevated angle in an intimate, static close-up, captures a young woman, her dark brown hair tied into a sleek, high ponytail, her expression intensely focused. Her brow furrowed slightly, her gaze fixed intently on the sewing machine's needle, her hands carefully guiding a strand of vibrant scarlet satin fabric, fingers applying steady, gentle pressure to ensure a clear path. The camera maintains sharp focus, zeroing in on the mechanical ballet of the polished steel foot and the rapidly descending needle as it perfectly stitches a line of matching red thread with breathtaking clarity. Every micro-movement, from the loop of thread to the advance of fabric, is rendered with realistic precision. A focused beam of warm light (perhaps from a task light that has just left the frame) illuminates the immediate sewing area, creating bright highlights on the metal components and glossy thread while casting soft shadows. The background melts into a beautiful bokeh, a soft, warm, out-of-focus color suggestive of a creative studio, creating a tranquil and focused atmosphere that celebrates the art of craftsmanship.",
+ "token_credit_reward": 8.4375,
+ "selected_reward": 8.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CG shot from a slightly elevated angle featuring a young woman with dark brown hair in a sleek high ponytail, intensely focused on a sewing machine, guiding vibrant scarlet fabric with precise hand movements. The scene should emphasize sharp focus on the needle and foot, warm lighting, and a blurred background to convey a tranquil crafting atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and warm lighting, but there are noticeable issues that prevent a higher rating: occasional motion blur during hand/fabric movement, minor inconsistencies in focus across frames, and some compression or artifacting that reduces overall crispness. The depth of field is present but not consistently convincing, and a few frames exhibit slight color or exposure variation. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a sewing machine, hands guiding fabric, and warm lighting, which align with the description. However, several critical details are not clearly realized: the subject’s face and hair are not visible, the angle does not convincingly appear elevated, and the fabric color reads more as red/orange rather than a vivid scarlet. The overall mood and emphasis on the needle-foot interaction are only partially achieved, resulting in a mid-level alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible sewing mechanics, with believable hand positioning and machine interaction. There are minor deviations in perspective and lighting that introduce small inconsistencies, but nothing that breaks the overall realism. Overall, the sequence remains coherent and physically plausible, though not flawless.\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": 2.828125,
+ "TA": 2.6875,
+ "MQ": 2.9375,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CG shot from a slightly elevated angle featuring a young woman with dark brown hair in a sleek high ponytail, intensely focused on a sewing machine, guiding vibrant scarlet fabric with precise hand movements. The scene should emphasize sharp focus on the needle and foot, warm lighting, and a blurred background to convey a tranquil crafting atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and warm lighting, but there are noticeable issues that prevent a higher rating: occasional motion blur during hand/fabric movement, minor inconsistencies in focus across frames, and some compression or artifacting that reduces overall crispness. The depth of field is present but not consistently convincing, and a few frames exhibit slight color or exposure variation. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a sewing machine, hands guiding fabric, and warm lighting, which align with the description. However, several critical details are not clearly realized: the subject’s face and hair are not visible, the angle does not convincingly appear elevated, and the fabric color reads more as red/orange rather than a vivid scarlet. The overall mood and emphasis on the needle-foot interaction are only partially achieved, resulting in a mid-level alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible sewing mechanics, with believable hand positioning and machine interaction. There are minor deviations in perspective and lighting that introduce small inconsistencies, but nothing that breaks the overall realism. Overall, the sequence remains coherent and physically plausible, though not flawless.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "hyper-realistic CG shot, captured from a slightly elevated angle in an intimate, static close-up, captures a young woman, her dark brown hair tied into a sleek, high ponytail, her expression intensely focused. Her brow furrowed slightly, her gaze fixed intently on the sewing machine's needle, her hands carefully guiding a strand of vibrant scarlet satin fabric, fingers applying steady, gentle pressure to ensure a clear path. The camera maintains sharp focus, zeroing in on the mechanical ballet of the polished steel foot and the rapidly descending needle as it perfectly stitches a line of matching red thread with breathtaking clarity. Every micro-movement, from the loop of thread to the advance of fabric, is rendered with realistic precision. A focused beam of warm light (perhaps from a task light that has just left the frame) illuminates the immediate sewing area, creating bright highlights on the metal components and glossy thread while casting soft shadows. The background melts into a beautiful bokeh, a soft, warm, out-of-focus color suggestive of a creative studio, creating a tranquil and focused atmosphere that celebrates the art of craftsmanship.",
+ "seed": 28223,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_4/index_3375_seed_28223_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": 3.5,
+ "video_score2_ta": 3.140625,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.6875,
+ "avg": 9.71875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "hyper-realistic CG shot, captured from a slightly elevated angle in an intimate, static close-up, captures a young woman, her dark brown hair tied into a sleek, high ponytail, her expression intensely focused. Her brow furrowed slightly, her gaze fixed intently on the sewing machine's needle, her hands carefully guiding a strand of vibrant scarlet satin fabric, fingers applying steady, gentle pressure to ensure a clear path. The camera maintains sharp focus, zeroing in on the mechanical ballet of the polished steel foot and the rapidly descending needle as it perfectly stitches a line of matching red thread with breathtaking clarity. Every micro-movement, from the loop of thread to the advance of fabric, is rendered with realistic precision. A focused beam of warm light (perhaps from a task light that has just left the frame) illuminates the immediate sewing area, creating bright highlights on the metal components and glossy thread while casting soft shadows. The background melts into a beautiful bokeh, a soft, warm, out-of-focus color suggestive of a creative studio, creating a tranquil and focused atmosphere that celebrates the art of craftsmanship.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CG shot from a slightly elevated angle in an intimate, static close-up, featuring a young woman with dark brown hair tied into a sleek high ponytail, intensely focused on the sewing machine. The scene should show the needle descending rapidly, the hands guiding vibrant red fabric, and a warm, well-lit environment with a blurred background. The overall intent is to convey meticulous craftsmanship and a serene, focused mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the main subject remains reasonably sharp, with a pleasant depth of field that keeps attention on the action. Lighting is warm and consistent, and there are no obvious distortions or artifacts. However, the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt — a close-up, a person at a sewing machine, warm lighting, and a shallow depth of field. However, key details diverge: the hair appears down rather than in a high ponytail, and the needle motion is not clearly demonstrated as rapid or actively stitching. The hands do guide fabric, but the emphasis on precise micro-movements described in the prompt is not strongly realized. Overall alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible sewing activity with natural hand positioning and believable fabric interaction under warm lighting. There are no evident physical inconsistencies, and the setup reads as a credible craft moment. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "MQ": 3.078125,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CG shot from a slightly elevated angle in an intimate, static close-up, featuring a young woman with dark brown hair tied into a sleek high ponytail, intensely focused on the sewing machine. The scene should show the needle descending rapidly, the hands guiding vibrant red fabric, and a warm, well-lit environment with a blurred background. The overall intent is to convey meticulous craftsmanship and a serene, focused mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the main subject remains reasonably sharp, with a pleasant depth of field that keeps attention on the action. Lighting is warm and consistent, and there are no obvious distortions or artifacts. However, the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt — a close-up, a person at a sewing machine, warm lighting, and a shallow depth of field. However, key details diverge: the hair appears down rather than in a high ponytail, and the needle motion is not clearly demonstrated as rapid or actively stitching. The hands do guide fabric, but the emphasis on precise micro-movements described in the prompt is not strongly realized. Overall alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible sewing activity with natural hand positioning and believable fabric interaction under warm lighting. There are no evident physical inconsistencies, and the setup reads as a credible craft moment. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 28224,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_4/index_3375_seed_28224_dp_9_rank_18_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.84375,
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+ "video_score2_overall": 9.5,
+ "avg": 9.546875,
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+ "question": "hyper-realistic CG shot, captured from a slightly elevated angle in an intimate, static close-up, captures a young woman, her dark brown hair tied into a sleek, high ponytail, her expression intensely focused. Her brow furrowed slightly, her gaze fixed intently on the sewing machine's needle, her hands carefully guiding a strand of vibrant scarlet satin fabric, fingers applying steady, gentle pressure to ensure a clear path. The camera maintains sharp focus, zeroing in on the mechanical ballet of the polished steel foot and the rapidly descending needle as it perfectly stitches a line of matching red thread with breathtaking clarity. Every micro-movement, from the loop of thread to the advance of fabric, is rendered with realistic precision. A focused beam of warm light (perhaps from a task light that has just left the frame) illuminates the immediate sewing area, creating bright highlights on the metal components and glossy thread while casting soft shadows. The background melts into a beautiful bokeh, a soft, warm, out-of-focus color suggestive of a creative studio, creating a tranquil and focused atmosphere that celebrates the art of craftsmanship.",
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+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CG shot from a slightly elevated angle in an intimate, static close-up, featuring a young woman with dark brown hair tied into a sleek, high ponytail, intensely focused on the sewing machine. The scene should show the needle descending rapidly, the hands guiding vibrant red fabric, and a warm, well-lit environment with a blurred background. In practice, the video presents a close-up of a sewing machine and hands, but several key elements from the prompt are not realized: the subject’s face and hair are not visible, the angle is not clearly elevated, and the lighting does not strongly emphasize a task-light aesthetic. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames deliver solid visual quality with good detail on the sewing machine components and hands, and the depth-of-field effect is convincing. However, there are minor imperfections—occasional slight softness and very mild noise in some frames—that prevent a perfect top-tier score. The motion appears reasonably smooth across the sequence, though a full assessment of temporal stability would require watching the entire video. Overall, Visual Quality is strong but not flawless.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is shown. The absence of the subject’s face and hair, the lack of an evident elevated angle, and the lighting not clearly resembling a task-light setup reduce fidelity to the original description. The core sewing action is present, but several descriptive elements are missing or underrepresented, resulting in a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe interaction among hands, fabric, and machine reads as physically plausible, with natural hand positioning and believable needle-thread dynamics. Some minor inconsistencies in lighting and perspective exist, but they do not undermine the overall realism of the sewing process. The scene remains coherent and credible, though not perfectly aligned with every aspect of the prompt.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.171875,
+ "TA": 2.84375,
+ "MQ": 3.53125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CG shot from a slightly elevated angle in an intimate, static close-up, featuring a young woman with dark brown hair tied into a sleek, high ponytail, intensely focused on the sewing machine. The scene should show the needle descending rapidly, the hands guiding vibrant red fabric, and a warm, well-lit environment with a blurred background. In practice, the video presents a close-up of a sewing machine and hands, but several key elements from the prompt are not realized: the subject’s face and hair are not visible, the angle is not clearly elevated, and the lighting does not strongly emphasize a task-light aesthetic. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames deliver solid visual quality with good detail on the sewing machine components and hands, and the depth-of-field effect is convincing. However, there are minor imperfections—occasional slight softness and very mild noise in some frames—that prevent a perfect top-tier score. The motion appears reasonably smooth across the sequence, though a full assessment of temporal stability would require watching the entire video. Overall, Visual Quality is strong but not flawless.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is shown. The absence of the subject’s face and hair, the lack of an evident elevated angle, and the lighting not clearly resembling a task-light setup reduce fidelity to the original description. The core sewing action is present, but several descriptive elements are missing or underrepresented, resulting in a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe interaction among hands, fabric, and machine reads as physically plausible, with natural hand positioning and believable needle-thread dynamics. Some minor inconsistencies in lighting and perspective exist, but they do not undermine the overall realism of the sewing process. The scene remains coherent and credible, though not perfectly aligned with every aspect of the prompt.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "hyper-realistic CG shot, captured from a slightly elevated angle in an intimate, static close-up, captures a young woman, her dark brown hair tied into a sleek, high ponytail, her expression intensely focused. Her brow furrowed slightly, her gaze fixed intently on the sewing machine's needle, her hands carefully guiding a strand of vibrant scarlet satin fabric, fingers applying steady, gentle pressure to ensure a clear path. The camera maintains sharp focus, zeroing in on the mechanical ballet of the polished steel foot and the rapidly descending needle as it perfectly stitches a line of matching red thread with breathtaking clarity. Every micro-movement, from the loop of thread to the advance of fabric, is rendered with realistic precision. A focused beam of warm light (perhaps from a task light that has just left the frame) illuminates the immediate sewing area, creating bright highlights on the metal components and glossy thread while casting soft shadows. The background melts into a beautiful bokeh, a soft, warm, out-of-focus color suggestive of a creative studio, creating a tranquil and focused atmosphere that celebrates the art of craftsmanship.",
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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 hyper-realistic CG shot from a slightly elevated angle in an intimate, static close-up, featuring a young woman with dark brown hair tied into a sleek, high ponytail, intensely focused on the sewing machine. The scene should show the needle descending rapidly, the hands guiding vibrant red fabric, and a warm, well-lit environment with a blurred background. In practice, the video presents a close-up of a sewing machine and hands working with red fabric, but several key prompt elements are not realized: the subject’s face and hair are not visible, the camera angle is not elevated, and the lighting does not strongly emphasize a task-light aesthetic. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames exhibit moderate visual quality. Foreground elements such as the sewing machine and hands remain reasonably sharp, while the background is appropriately blurred, producing a believable depth of field. There are occasional minor motion blur during hand movements and slight exposure variation across frames, which prevents a consistently pristine look. No major distortions or artifacts are evident, and the overall rendering remains coherent throughout the sequence.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the actual video. The absence of the subject’s face and hair, the non-elevated camera angle, and the lack of a clearly task-light-lit ambiance reduce fidelity to the described scene. While the close-up framing and the presence of a sewing machine are consistent, several critical prompt details are missing or underrepresented, resulting in a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe depicted sewing action appears physically plausible: the machine components align with expectations, fabric manipulation looks natural, and spatial relationships among hands, machine, and fabric are coherent. Minor timing or motion nuances may exist, but they do not undermine the overall realism of the craft activity.\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": 3.03125,
+ "TA": 2.734375,
+ "MQ": 3.0,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CG shot from a slightly elevated angle in an intimate, static close-up, featuring a young woman with dark brown hair tied into a sleek, high ponytail, intensely focused on the sewing machine. The scene should show the needle descending rapidly, the hands guiding vibrant red fabric, and a warm, well-lit environment with a blurred background. In practice, the video presents a close-up of a sewing machine and hands working with red fabric, but several key prompt elements are not realized: the subject’s face and hair are not visible, the camera angle is not elevated, and the lighting does not strongly emphasize a task-light aesthetic. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames exhibit moderate visual quality. Foreground elements such as the sewing machine and hands remain reasonably sharp, while the background is appropriately blurred, producing a believable depth of field. There are occasional minor motion blur during hand movements and slight exposure variation across frames, which prevents a consistently pristine look. No major distortions or artifacts are evident, and the overall rendering remains coherent throughout the sequence.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the actual video. The absence of the subject’s face and hair, the non-elevated camera angle, and the lack of a clearly task-light-lit ambiance reduce fidelity to the described scene. While the close-up framing and the presence of a sewing machine are consistent, several critical prompt details are missing or underrepresented, resulting in a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe depicted sewing action appears physically plausible: the machine components align with expectations, fabric manipulation looks natural, and spatial relationships among hands, machine, and fabric are coherent. Minor timing or motion nuances may exist, but they do not undermine the overall realism of the craft activity.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_5/index_tensor([8180, 8180])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_5/index_tensor([8180, 8180])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd0da545d712a5d44d1d10b868023ed33b133c86
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_5/index_tensor([8180, 8180])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a strikingly oppressive, low-angle, static shot, a bird-like sniper, composed entirely of clean, geometric planes, its dark gray matte body reflecting the faint ambient light, suddenly charges forward with thunderous force, its rigid limbs instantly shattering a vast, smooth mirror. At the moment of impact, countless sharp, low-polygonal fragments, like detonated crystals, erupt in a geometric storm, explosively scattering towards the camera. Each fragment, like a self-contained mirror, wildly reflects and refracts everything around it. Amid this chaotic dance of fragments, the sniper's single, circular blue optical eyepiece, like a cold star, continuously flashes with a cold and merciless technological light. This blue light traces fleeting streaks across the flying debris, bringing the tension and violence of the entire scene to a climax, creating a surreal moment of destruction imbued with the aesthetics of digital violence.",
+ "seed": 19675,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_5/index_8180_seed_19675_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": 2.171875,
+ "video_score2_ta": 1.9375,
+ "video_score2_mq": 2.609375,
+ "video_score2_overall": 6.75,
+ "avg": 6.71875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a strikingly oppressive, low-angle, static shot, a bird-like sniper, composed entirely of clean, geometric planes, its dark gray matte body reflecting the faint ambient light, suddenly charges forward with thunderous force, its rigid limbs instantly shattering a vast, smooth mirror. At the moment of impact, countless sharp, low-polygonal fragments, like detonated crystals, erupt in a geometric storm, explosively scattering towards the camera. Each fragment, like a self-contained mirror, wildly reflects and refracts everything around it. Amid this chaotic dance of fragments, the sniper's single, circular blue optical eyepiece, like a cold star, continuously flashes with a cold and merciless technological light. This blue light traces fleeting streaks across the flying debris, bringing the tension and violence of the entire scene to a climax, creating a surreal moment of destruction imbued with the aesthetics of digital violence.",
+ "token_credit_reward": 6.75,
+ "selected_reward": 6.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"In a strikingly oppressive, low-angle, static shot, a bird-like sniper, composed entirely of clean, geometric planes, its dark gray matte body reflecting the faint ambient light, suddenly charges forward with thunderous force, its rigid limbs instantly shattering a vast, smooth mirror. At the moment of impact, countless sharp, low-polygonal fragments, like detonated crystals, erupt in a geometric storm, explosively scattering towards the camera. Each fragment, like a self-contained mirror, wildly reflects and refracts everything around it. Amid this chaotic dance of fragments, the sniper's single, circular blue optical eyepiece, like a cold star, continuously flashes with a cold and merciless technological light. This blue light traces fleeting streaks across the flying debris, bringing the tension and violence of the entire scene to a climax, creating a surreal moment of destruction imbued with the aesthetics of digital violence\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate (score 3). The frames show a dark, geometric form with a consistent blue glow, but the rendering remains somewhat soft and lacks crisp edges. Reflections exist but do not reach high-fidelity detail, and some surfaces read as slightly diffuse rather than sharply defined. The sequence maintains a coherent look across frames, yet there is no strong sense of exceptional visual polish or ultra-crisp geometry.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video presents a dark, angular form with a blue glow, several key elements from the prompt are not convincingly realized: the shot does not clearly convey a low-angle, static composition, and the moment of impact with a mirror is not clearly depicted. The notion of a “bird-like” form and the specific dynamic of charging forward followed by explosive fragmentation toward the camera is only loosely suggested, and the overall narrative progression described in the prompt is not strongly reflected. Overall, the video captures some surface cues but fails to deliver the core dramatic and kinetic events promised by the text.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The object’s angular geometry and reflective surfaces are plausible within a stylized context, and the blue glow can be interpreted as a technological signature. However, the expected dramatic physics—namely, a precise mirror impact, explosive fragmentation, and debris scattering with mirror-like reflections—are not convincingly demonstrated. The motion and interactions feel stylized rather than physically grounded, resulting in a mid-range assessment of common-sense plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.171875,
+ "TA": 1.9375,
+ "MQ": 2.609375,
+ "Overall": 6.75
+ }
+ }
+ ],
+ "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\"In a strikingly oppressive, low-angle, static shot, a bird-like sniper, composed entirely of clean, geometric planes, its dark gray matte body reflecting the faint ambient light, suddenly charges forward with thunderous force, its rigid limbs instantly shattering a vast, smooth mirror. At the moment of impact, countless sharp, low-polygonal fragments, like detonated crystals, erupt in a geometric storm, explosively scattering towards the camera. Each fragment, like a self-contained mirror, wildly reflects and refracts everything around it. Amid this chaotic dance of fragments, the sniper's single, circular blue optical eyepiece, like a cold star, continuously flashes with a cold and merciless technological light. This blue light traces fleeting streaks across the flying debris, bringing the tension and violence of the entire scene to a climax, creating a surreal moment of destruction imbued with the aesthetics of digital violence\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate (score 3). The frames show a dark, geometric form with a consistent blue glow, but the rendering remains somewhat soft and lacks crisp edges. Reflections exist but do not reach high-fidelity detail, and some surfaces read as slightly diffuse rather than sharply defined. The sequence maintains a coherent look across frames, yet there is no strong sense of exceptional visual polish or ultra-crisp geometry.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video presents a dark, angular form with a blue glow, several key elements from the prompt are not convincingly realized: the shot does not clearly convey a low-angle, static composition, and the moment of impact with a mirror is not clearly depicted. The notion of a “bird-like” form and the specific dynamic of charging forward followed by explosive fragmentation toward the camera is only loosely suggested, and the overall narrative progression described in the prompt is not strongly reflected. Overall, the video captures some surface cues but fails to deliver the core dramatic and kinetic events promised by the text.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The object’s angular geometry and reflective surfaces are plausible within a stylized context, and the blue glow can be interpreted as a technological signature. However, the expected dramatic physics—namely, a precise mirror impact, explosive fragmentation, and debris scattering with mirror-like reflections—are not convincingly demonstrated. The motion and interactions feel stylized rather than physically grounded, resulting in a mid-range assessment of common-sense plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a strikingly oppressive, low-angle, static shot, a bird-like sniper, composed entirely of clean, geometric planes, its dark gray matte body reflecting the faint ambient light, suddenly charges forward with thunderous force, its rigid limbs instantly shattering a vast, smooth mirror. At the moment of impact, countless sharp, low-polygonal fragments, like detonated crystals, erupt in a geometric storm, explosively scattering towards the camera. Each fragment, like a self-contained mirror, wildly reflects and refracts everything around it. Amid this chaotic dance of fragments, the sniper's single, circular blue optical eyepiece, like a cold star, continuously flashes with a cold and merciless technological light. This blue light traces fleeting streaks across the flying debris, bringing the tension and violence of the entire scene to a climax, creating a surreal moment of destruction imbued with the aesthetics of digital violence.",
+ "seed": 19676,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_5/index_8180_seed_19676_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 3.09375,
+ "video_score2_mq": 3.546875,
+ "video_score2_overall": 9.9375,
+ "avg": 9.921875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "In a strikingly oppressive, low-angle, static shot, a bird-like sniper, composed entirely of clean, geometric planes, its dark gray matte body reflecting the faint ambient light, suddenly charges forward with thunderous force, its rigid limbs instantly shattering a vast, smooth mirror. At the moment of impact, countless sharp, low-polygonal fragments, like detonated crystals, erupt in a geometric storm, explosively scattering towards the camera. Each fragment, like a self-contained mirror, wildly reflects and refracts everything around it. Amid this chaotic dance of fragments, the sniper's single, circular blue optical eyepiece, like a cold star, continuously flashes with a cold and merciless technological light. This blue light traces fleeting streaks across the flying debris, bringing the tension and violence of the entire scene to a climax, creating a surreal moment of destruction imbued with the aesthetics of digital violence.",
+ "token_credit_reward": 9.9375,
+ "selected_reward": 9.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly oppressive, low-angle, static shot featuring a bird-like sniper composed of clean geometric planes. The dark gray matte body reflects ambient light as the creature charges forward with thunderous force, its rigid limbs shattering a vast smooth mirror. At impact, countless sharp low-polygonal fragments erupt in a geometric storm, scattering toward the camera. Each fragment behaves like a self-contained mirror, reflecting and refracting light, with a single circular blue optical eyepiece that glows with a cold technological light as the scene reaches a chaotic climax of destruction.\n\nVisual Quality Analysis:\nAcross the sequence, the rendering is solid with clear silhouettes and consistent lighting. The blue glow remains stable, and the fragmentation effect reads clearly. There are minor softness and occasional artifact hints, but they do not dominate the frame. Overall, Visual Quality is good and coherent, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt such as a low-angle perspective, a bird-like form, a dark gray matte surface, and a blue glowing eye. However, key aspects of the prompt are not fully realized: the mirror-shattering event and the explosive scattering of fragments toward the camera are not convincingly depicted, and the dynamic charging motion is only partially conveyed. Overall alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains plausible geometry and lighting, with coherent material properties and motion cues. The fragmentation follows predictable patterns without obvious physical contradictions, though some timing and interaction details could be refined. Overall, Physical Consistency is acceptable, matching a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 3.09375,
+ "MQ": 3.546875,
+ "Overall": 9.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly oppressive, low-angle, static shot featuring a bird-like sniper composed of clean geometric planes. The dark gray matte body reflects ambient light as the creature charges forward with thunderous force, its rigid limbs shattering a vast smooth mirror. At impact, countless sharp low-polygonal fragments erupt in a geometric storm, scattering toward the camera. Each fragment behaves like a self-contained mirror, reflecting and refracting light, with a single circular blue optical eyepiece that glows with a cold technological light as the scene reaches a chaotic climax of destruction.\n\nVisual Quality Analysis:\nAcross the sequence, the rendering is solid with clear silhouettes and consistent lighting. The blue glow remains stable, and the fragmentation effect reads clearly. There are minor softness and occasional artifact hints, but they do not dominate the frame. Overall, Visual Quality is good and coherent, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt such as a low-angle perspective, a bird-like form, a dark gray matte surface, and a blue glowing eye. However, key aspects of the prompt are not fully realized: the mirror-shattering event and the explosive scattering of fragments toward the camera are not convincingly depicted, and the dynamic charging motion is only partially conveyed. Overall alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains plausible geometry and lighting, with coherent material properties and motion cues. The fragmentation follows predictable patterns without obvious physical contradictions, though some timing and interaction details could be refined. Overall, Physical Consistency is acceptable, matching a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 19677,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_5/index_8180_seed_19677_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.609375,
+ "video_score2_ta": 2.84375,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 8.3125,
+ "avg": 8.34375,
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+ "question_id": "videoscore2_overall",
+ "question": "In a strikingly oppressive, low-angle, static shot, a bird-like sniper, composed entirely of clean, geometric planes, its dark gray matte body reflecting the faint ambient light, suddenly charges forward with thunderous force, its rigid limbs instantly shattering a vast, smooth mirror. At the moment of impact, countless sharp, low-polygonal fragments, like detonated crystals, erupt in a geometric storm, explosively scattering towards the camera. Each fragment, like a self-contained mirror, wildly reflects and refracts everything around it. Amid this chaotic dance of fragments, the sniper's single, circular blue optical eyepiece, like a cold star, continuously flashes with a cold and merciless technological light. This blue light traces fleeting streaks across the flying debris, bringing the tension and violence of the entire scene to a climax, creating a surreal moment of destruction imbued with the aesthetics of digital violence.",
+ "token_credit_reward": 8.3125,
+ "selected_reward": 8.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly oppressive, low-angle, static shot featuring a bird-like sniper composed of clean geometric planes with a dark gray matte body and a single circular blue optical eyepiece. The sequence should show the creature charging forward with thunderous force, rigid limbs breaking through a vast smooth mirror, followed by a chaotic eruption of sharp, low-polygonal fragments that reflect and refract light as they move toward the camera. The blue light is expected to trace streaks across the debris, culminating in a surreal moment of destruction with digital-violence aesthetics.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but mid-range in quality. Frame 1 presents a plausible bird-like form with a blue eye and a reflective surface; lighting and contrast are reasonable. Frame 2 shows the creature interacting with a reflective surface with some damage visible, though the effect reads as somewhat stylized rather than physically grounded. Frame 3 depicts fragmentation and scattered debris with noticeable motion blur, yet the overall rendering remains moderate in detail. Overall, the visuals are acceptable but not highly refined, with some inconsistencies in lighting, texture, and motion cues that prevent a higher score.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt (bird-like silhouette, blue eye, dark gray palette, and a reflective surface with fragmentation). However, key aspects are underdeveloped or ambiguous: the low-angle/static framing is not clearly established, the charging dynamics are not convincingly portrayed, and the depiction of a truly seamless integration between the creature and the environment is only partially realized. The alignment is moderate, reflecting partial fulfillment of the prompt while leaving important narrative and physical cues underexplored.\n\nPhysical/Common-sense Consistency:\nThere are notable gaps in physical realism. The interaction between the creature and the mirror-like surface lacks convincing material response, and the fragmentation appears more like a stylized effect than a physically plausible event. Lighting and reflections do not consistently track the moving debris, and the overall sequence does not convincingly convey a coherent cause-and-effect relationship. Taken together, these factors yield a low level of common-sense consistency.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.609375,
+ "TA": 2.84375,
+ "MQ": 2.890625,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly oppressive, low-angle, static shot featuring a bird-like sniper composed of clean geometric planes with a dark gray matte body and a single circular blue optical eyepiece. The sequence should show the creature charging forward with thunderous force, rigid limbs breaking through a vast smooth mirror, followed by a chaotic eruption of sharp, low-polygonal fragments that reflect and refract light as they move toward the camera. The blue light is expected to trace streaks across the debris, culminating in a surreal moment of destruction with digital-violence aesthetics.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but mid-range in quality. Frame 1 presents a plausible bird-like form with a blue eye and a reflective surface; lighting and contrast are reasonable. Frame 2 shows the creature interacting with a reflective surface with some damage visible, though the effect reads as somewhat stylized rather than physically grounded. Frame 3 depicts fragmentation and scattered debris with noticeable motion blur, yet the overall rendering remains moderate in detail. Overall, the visuals are acceptable but not highly refined, with some inconsistencies in lighting, texture, and motion cues that prevent a higher score.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt (bird-like silhouette, blue eye, dark gray palette, and a reflective surface with fragmentation). However, key aspects are underdeveloped or ambiguous: the low-angle/static framing is not clearly established, the charging dynamics are not convincingly portrayed, and the depiction of a truly seamless integration between the creature and the environment is only partially realized. The alignment is moderate, reflecting partial fulfillment of the prompt while leaving important narrative and physical cues underexplored.\n\nPhysical/Common-sense Consistency:\nThere are notable gaps in physical realism. The interaction between the creature and the mirror-like surface lacks convincing material response, and the fragmentation appears more like a stylized effect than a physically plausible event. Lighting and reflections do not consistently track the moving debris, and the overall sequence does not convincingly convey a coherent cause-and-effect relationship. Taken together, these factors yield a low level of common-sense consistency.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "In a strikingly oppressive, low-angle, static shot, a bird-like sniper, composed entirely of clean, geometric planes, its dark gray matte body reflecting the faint ambient light, suddenly charges forward with thunderous force, its rigid limbs instantly shattering a vast, smooth mirror. At the moment of impact, countless sharp, low-polygonal fragments, like detonated crystals, erupt in a geometric storm, explosively scattering towards the camera. Each fragment, like a self-contained mirror, wildly reflects and refracts everything around it. Amid this chaotic dance of fragments, the sniper's single, circular blue optical eyepiece, like a cold star, continuously flashes with a cold and merciless technological light. This blue light traces fleeting streaks across the flying debris, bringing the tension and violence of the entire scene to a climax, creating a surreal moment of destruction imbued with the aesthetics of digital violence.",
+ "seed": 19678,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_5/index_8180_seed_19678_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 1.3671875,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 7.28125,
+ "avg": 7.2890625,
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+ "question": "In a strikingly oppressive, low-angle, static shot, a bird-like sniper, composed entirely of clean, geometric planes, its dark gray matte body reflecting the faint ambient light, suddenly charges forward with thunderous force, its rigid limbs instantly shattering a vast, smooth mirror. At the moment of impact, countless sharp, low-polygonal fragments, like detonated crystals, erupt in a geometric storm, explosively scattering towards the camera. Each fragment, like a self-contained mirror, wildly reflects and refracts everything around it. Amid this chaotic dance of fragments, the sniper's single, circular blue optical eyepiece, like a cold star, continuously flashes with a cold and merciless technological light. This blue light traces fleeting streaks across the flying debris, bringing the tension and violence of the entire scene to a climax, creating a surreal moment of destruction imbued with the aesthetics of digital violence.",
+ "token_credit_reward": 7.28125,
+ "selected_reward": 7.28125,
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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 to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a highly specific scenario involving a bird-like, geometrically constructed entity that charges forward, breaks through a mirror, and explodes into fragments while emitting blue light. The video does not realize these events; instead, the sequence centers on a static, low-angle composition featuring angular, crystalline forms and a blue eye motif, without the dynamic action or narrative progression described.\n\nVisual Quality Analysis:\nThe visuals are coherent and render with decent clarity, but they do not reach high-end polish. The imagery is consistent across frames, with stable lighting and a deliberate low-angle perspective. However, the overall aesthetic remains mid-range rather than exceptional, with no standout visual innovations or dramatic rendering.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. The core elements—dynamic motion, a bird-like entity, a charging sequence, breaking a mirror, and explosive fragmentation—are absent. The video presents a static, abstract geometric scene with a blue eye, which only loosely echoes the blue-light motif. Overall alignment is poor (score 2).\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains internal coherence within its abstract, geometric framework. Lighting, reflections, and the low-angle viewpoint are consistent, and there are no obvious physical contradictions. While the depiction diverges from the requested narrative, the visuals adhere to plausible physical behavior for the shown concept, yielding a moderate level of common-sense consistency (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 1.3671875,
+ "MQ": 2.875,
+ "Overall": 7.28125
+ }
+ }
+ ],
+ "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 highly specific scenario involving a bird-like, geometrically constructed entity that charges forward, breaks through a mirror, and explodes into fragments while emitting blue light. The video does not realize these events; instead, the sequence centers on a static, low-angle composition featuring angular, crystalline forms and a blue eye motif, without the dynamic action or narrative progression described.\n\nVisual Quality Analysis:\nThe visuals are coherent and render with decent clarity, but they do not reach high-end polish. The imagery is consistent across frames, with stable lighting and a deliberate low-angle perspective. However, the overall aesthetic remains mid-range rather than exceptional, with no standout visual innovations or dramatic rendering.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. The core elements—dynamic motion, a bird-like entity, a charging sequence, breaking a mirror, and explosive fragmentation—are absent. The video presents a static, abstract geometric scene with a blue eye, which only loosely echoes the blue-light motif. Overall alignment is poor (score 2).\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains internal coherence within its abstract, geometric framework. Lighting, reflections, and the low-angle viewpoint are consistent, and there are no obvious physical contradictions. While the depiction diverges from the requested narrative, the visuals adhere to plausible physical behavior for the shown concept, yielding a moderate level of common-sense consistency (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_6/index_tensor([990, 990])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_6/index_tensor([990, 990])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..442b74aea776b84b77c50eda7d68e50880bd7a0e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_6/index_tensor([990, 990])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An aerial shot begins in close-up, then slowly tilts upward and zooms out, focusing on a vast, mirror-like, ethereal lake. A milky mist drifts ethereally above the surface like a veil. In the very center of the frame, a massive golden lotus slowly unfolds from a tightly closed bud. Its translucent petals, seemingly crafted from pure gold and edged like a cicada's wing, are permeated with visible veins of golden light. As each petal unfolds with a divine and leisurely rhythm, a tangible, warm glow emanates from its center, tinging the surrounding mist with a soft golden hue. When the lotus finally opens fully, revealing its luminous pistil, a newborn baby with fair skin and plump cheeks rests peacefully in the center, eyes closed, as if lost in the most peaceful sleep. A bright red silk is softly wrapped around his body, and one end of the silk floats gently in the diffuse mist against the backdrop of a golden halo, forming a strong and harmonious visual contrast with the brilliant gold of the lotus and the purity of the baby. The whole scene is shrouded in a sacred, quiet atmosphere full of the miracle of life. The camera finally stabilizes at a bird's-eye view, fully presenting this golden cradle of life floating in the misty wonderland in the picture.",
+ "seed": 14514,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_6/index_990_seed_14514_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an aerial shot that begins in close-up, tilts upward and zooms out to reveal a vast, mirror-like ethereal lake with a Milky Mist drifting above. A massive golden lotus unfolds from a tightly closed bud; translucent petals with golden veins and a warm glow are central to the scene. A newborn baby rests peacefully in the lotus, eyes closed, with a bright red silk wrapped around the body, set against a golden halo in a sacred, quiet atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent detail and cohesive lighting. The lotus and the baby are discernible, and the color palette remains warm and consistent. However, there are occasional minor softness or compression artifacts in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt, including the lotus, the baby, and the warm golden tones. However, crucial aspects of the prompt are not realized: there is no evident aerial tilt-up or zoom-out sequence, and the expansive mirror-like lake and Milky Mist are not depicted. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains coherent spatial relationships and plausible lighting, with the lotus appearing large enough to cradle the baby and the surrounding mist behaving plausibly. There are no obvious physical contradictions, though the lack of dynamic motion and environmental context reduces the sense of completeness. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 2.359375,
+ "MQ": 3.609375,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an aerial shot that begins in close-up, tilts upward and zooms out to reveal a vast, mirror-like ethereal lake with a Milky Mist drifting above. A massive golden lotus unfolds from a tightly closed bud; translucent petals with golden veins and a warm glow are central to the scene. A newborn baby rests peacefully in the lotus, eyes closed, with a bright red silk wrapped around the body, set against a golden halo in a sacred, quiet atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent detail and cohesive lighting. The lotus and the baby are discernible, and the color palette remains warm and consistent. However, there are occasional minor softness or compression artifacts in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt, including the lotus, the baby, and the warm golden tones. However, crucial aspects of the prompt are not realized: there is no evident aerial tilt-up or zoom-out sequence, and the expansive mirror-like lake and Milky Mist are not depicted. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains coherent spatial relationships and plausible lighting, with the lotus appearing large enough to cradle the baby and the surrounding mist behaving plausibly. There are no obvious physical contradictions, though the lack of dynamic motion and environmental context reduces the sense of completeness. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 14515,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_6/index_990_seed_14515_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.875,
+ "video_score2_ta": 2.203125,
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+ "video_score2_overall": 8.0,
+ "avg": 8.0,
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+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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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 aerial shot that begins in close-up, tilts upward and zooms out to reveal a vast, mirror-like, ethereal lake with a Milky Mist drifting above. At the center, a massive golden lotus unfolds from a tightly closed bud; translucent petals with visible golden veins radiate outward. As the lotus opens, a newborn baby rests peacefully in the center, eyes closed, wrapped in a bright red silk that floats in the mist against a golden halo, creating a harmonious visual contrast with the lotus and the purity of the baby. The sequence culminates in a bird's-eye view of the golden cradle floating in the misty wonderland.\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The lotus and the baby are discernible with decent detail, and the warm golden palette is consistent across frames. However, there are occasional minor softness or compression artifacts, and some frames show slight color grading inconsistencies. The mist and lighting contribute to atmosphere, but the rendering does not reach high-end realism. The transition from close-up to wider views is present but not perfectly seamless, and depth cues could be more pronounced. In sum, visual quality sits at a mid level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures the core elements—close-up lotus, unfolding petals, central baby, red silk, and a misty golden ambiance—with reasonable fidelity. However, several prompt details are not consistently realized: the initial aerial tilt and the dramatic zoom-out are not clearly demonstrated, and the sense of a truly vast lake is not strongly established. The overall mood aligns with the prompt’s intent, but the execution lacks some precision and dynamic progression described in the text.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a coherent fantasy setup. The lotus appears structurally believable, the baby’s placement feels organic within the flower, and the mist interacts plausibly with the lighting. Some aspects rely on artistic interpretation (e.g., the exact timing of the baby’s emergence and the floating silk), which introduces mild deviations from strict physical realism. Overall, the scene remains internally consistent and credible within its fantastical context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 2.203125,
+ "MQ": 2.921875,
+ "Overall": 8.0
+ }
+ }
+ ],
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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 an aerial shot that begins in close-up, tilts upward and zooms out to reveal a vast, mirror-like, ethereal lake with a Milky Mist drifting above. At the center, a massive golden lotus unfolds from a tightly closed bud; translucent petals with visible golden veins radiate outward. As the lotus opens, a newborn baby rests peacefully in the center, eyes closed, wrapped in a bright red silk that floats in the mist against a golden halo, creating a harmonious visual contrast with the lotus and the purity of the baby. The sequence culminates in a bird's-eye view of the golden cradle floating in the misty wonderland.\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The lotus and the baby are discernible with decent detail, and the warm golden palette is consistent across frames. However, there are occasional minor softness or compression artifacts, and some frames show slight color grading inconsistencies. The mist and lighting contribute to atmosphere, but the rendering does not reach high-end realism. The transition from close-up to wider views is present but not perfectly seamless, and depth cues could be more pronounced. In sum, visual quality sits at a mid level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures the core elements—close-up lotus, unfolding petals, central baby, red silk, and a misty golden ambiance—with reasonable fidelity. However, several prompt details are not consistently realized: the initial aerial tilt and the dramatic zoom-out are not clearly demonstrated, and the sense of a truly vast lake is not strongly established. The overall mood aligns with the prompt’s intent, but the execution lacks some precision and dynamic progression described in the text.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a coherent fantasy setup. The lotus appears structurally believable, the baby’s placement feels organic within the flower, and the mist interacts plausibly with the lighting. Some aspects rely on artistic interpretation (e.g., the exact timing of the baby’s emergence and the floating silk), which introduces mild deviations from strict physical realism. Overall, the scene remains internally consistent and credible within its fantastical context.\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": 14516,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_6/index_990_seed_14516_dp_13_rank_26_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 to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an aerial shot that begins in close-up, tilts upward and zooms out to reveal a vast, mirror-like ethereal lake with a Milky Mist drifting above. A massive golden lotus unfolds from a tightly closed bud; translucent petals with visible golden veins glow warmly as the lotus opens. A newborn baby rests peacefully in the center, wrapped in a bright red silk that floats in the mist, creating a harmonious visual contrast with the golden lotus and the purity of the baby. The scene should convey a sacred, tranquil atmosphere of life's wonder.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a cohesive warm palette, but there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The lotus and baby are identifiable, yet some fine textures and edge definition are not consistently crisp. The sequence remains stable without major distortions, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a lotus and a baby, several key elements from the prompt are missing or underdeveloped: the aerial-to-close-up progression, the mirror-like lake and Milky Mist, and the dramatic zoom-out to reveal a vast landscape. The central focus on the lotus and the serene mood are present, but the absence of those essential prompt components reduces fidelity to the intended vision.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The lotus anatomy and the baby’s placement appear plausible, and lighting remains coherent across frames. However, some spatial relationships and motion cues feel slightly off, preventing a stronger sense of realism. Overall, the scene maintains basic coherence without obvious physical violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.828125,
+ "TA": 2.3125,
+ "MQ": 2.65625,
+ "Overall": 7.78125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an aerial shot that begins in close-up, tilts upward and zooms out to reveal a vast, mirror-like ethereal lake with a Milky Mist drifting above. A massive golden lotus unfolds from a tightly closed bud; translucent petals with visible golden veins glow warmly as the lotus opens. A newborn baby rests peacefully in the center, wrapped in a bright red silk that floats in the mist, creating a harmonious visual contrast with the golden lotus and the purity of the baby. The scene should convey a sacred, tranquil atmosphere of life's wonder.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a cohesive warm palette, but there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The lotus and baby are identifiable, yet some fine textures and edge definition are not consistently crisp. The sequence remains stable without major distortions, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a lotus and a baby, several key elements from the prompt are missing or underdeveloped: the aerial-to-close-up progression, the mirror-like lake and Milky Mist, and the dramatic zoom-out to reveal a vast landscape. The central focus on the lotus and the serene mood are present, but the absence of those essential prompt components reduces fidelity to the intended vision.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The lotus anatomy and the baby’s placement appear plausible, and lighting remains coherent across frames. However, some spatial relationships and motion cues feel slightly off, preventing a stronger sense of realism. Overall, the scene maintains basic coherence without obvious physical violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An aerial shot begins in close-up, then slowly tilts upward and zooms out, focusing on a vast, mirror-like, ethereal lake. A milky mist drifts ethereally above the surface like a veil. In the very center of the frame, a massive golden lotus slowly unfolds from a tightly closed bud. Its translucent petals, seemingly crafted from pure gold and edged like a cicada's wing, are permeated with visible veins of golden light. As each petal unfolds with a divine and leisurely rhythm, a tangible, warm glow emanates from its center, tinging the surrounding mist with a soft golden hue. When the lotus finally opens fully, revealing its luminous pistil, a newborn baby with fair skin and plump cheeks rests peacefully in the center, eyes closed, as if lost in the most peaceful sleep. A bright red silk is softly wrapped around his body, and one end of the silk floats gently in the diffuse mist against the backdrop of a golden halo, forming a strong and harmonious visual contrast with the brilliant gold of the lotus and the purity of the baby. The whole scene is shrouded in a sacred, quiet atmosphere full of the miracle of life. The camera finally stabilizes at a bird's-eye view, fully presenting this golden cradle of life floating in the misty wonderland in the picture.",
+ "seed": 14517,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_6/index_990_seed_14517_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 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 an aerial shot that begins in close-up, tilts upward and zooms out to reveal a vast, mirror-like ethereal lake with a drifting mist. A massive golden lotus opens from a tight bud, with translucent petals and a luminous center. A newborn baby rests in the lotus, wrapped in a red silk, in a scene of sacred, tranquil life.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in the lotus and the baby, but there are occasional soft areas and mild blur that reduce sharpness. The golden lighting and atmospheric haze contribute to mood, yet some frames exhibit slight inconsistencies in color grading and edge definition. The sequence remains coherent, but it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the golden lotus opening, the baby in the center, and the warm golden hues, along with a gentle mist. However, crucial aspects of the prompt — specifically the aerial-to-close-up progression, the mirror-like lake, and the bird’s-eye perspective — are not convincingly realized, resulting in only moderate fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The lotus anatomy and the baby’s placement appear plausible, and the lighting supports a dreamlike atmosphere. Yet the overall composition relies on stylized, non-literal cues (e.g., the floating cradle and ethereal effects) that introduce mild departures from strict real-world physics, keeping the scene coherent while not strictly grounded in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.46875,
+ "TA": 2.34375,
+ "MQ": 2.84375,
+ "Overall": 7.65625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an aerial shot that begins in close-up, tilts upward and zooms out to reveal a vast, mirror-like ethereal lake with a drifting mist. A massive golden lotus opens from a tight bud, with translucent petals and a luminous center. A newborn baby rests in the lotus, wrapped in a red silk, in a scene of sacred, tranquil life.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in the lotus and the baby, but there are occasional soft areas and mild blur that reduce sharpness. The golden lighting and atmospheric haze contribute to mood, yet some frames exhibit slight inconsistencies in color grading and edge definition. The sequence remains coherent, but it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the golden lotus opening, the baby in the center, and the warm golden hues, along with a gentle mist. However, crucial aspects of the prompt — specifically the aerial-to-close-up progression, the mirror-like lake, and the bird’s-eye perspective — are not convincingly realized, resulting in only moderate fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The lotus anatomy and the baby’s placement appear plausible, and the lighting supports a dreamlike atmosphere. Yet the overall composition relies on stylized, non-literal cues (e.g., the floating cradle and ethereal effects) that introduce mild departures from strict real-world physics, keeping the scene coherent while not strictly grounded in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_7/index_tensor([3147, 3147])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_7/index_tensor([3147, 3147])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..df6052d98bc2da1459914cb5a2f252bf1c4a9b54
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_7/index_tensor([3147, 3147])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static medium shot, shot from a slightly upward angle, employing the aesthetics of a high shutter speed to perfection, freezes the moment of a majestic great white shark hovering above a murky ocean trench. The behemoth, almost motionless and imbued with majesty, dominates the frame. Its torpedo-like frame, every muscle tensed with latent power, its dark gray back, illuminated by the faint overhead light, takes on a metallic, hard quality, contrasting starkly with its pure white underbelly. The extremely shallow depth of field allows the shark to stand out sharply against the blurry, bottomless blue and black abyssal backdrop, illuminated only by a few, almost divine rays of light piercing from the distant ocean surface. These rays outline the smooth, powerful contours of its back and illuminate tiny particles suspended in the water. The shark's dark and calm eyes stare forward, and its slightly open jaw reveals rows of razor-sharp, jagged teeth. The entire picture, with extreme clarity, presents an awe-inspiring tranquility and tension full of primitive power, as if time itself has frozen in the face of the absolute dominance of this predator.",
+ "seed": 3837,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_7/index_3147_seed_3837_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.890625,
+ "video_score2_ta": 2.84375,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 10.8125,
+ "avg": 10.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static medium shot, shot from a slightly upward angle, employing the aesthetics of a high shutter speed to perfection, freezes the moment of a majestic great white shark hovering above a murky ocean trench. The behemoth, almost motionless and imbued with majesty, dominates the frame. Its torpedo-like frame, every muscle tensed with latent power, its dark gray back, illuminated by the faint overhead light, takes on a metallic, hard quality, contrasting starkly with its pure white underbelly. The extremely shallow depth of field allows the shark to stand out sharply against the blurry, bottomless blue and black abyssal backdrop, illuminated only by a few, almost divine rays of light piercing from the distant ocean surface. These rays outline the smooth, powerful contours of its back and illuminate tiny particles suspended in the water. The shark's dark and calm eyes stare forward, and its slightly open jaw reveals rows of razor-sharp, jagged teeth. The entire picture, with extreme clarity, presents an awe-inspiring tranquility and tension full of primitive power, as if time itself has frozen in the face of the absolute dominance of this predator.",
+ "token_credit_reward": 10.8125,
+ "selected_reward": 10.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium shot from a slightly upward angle, emphasizing a high shutter speed aesthetic, a majestic great white shark hovering above a murky ocean trench, a dominant presence, a sleek, powerful form, a dark gray back illuminated by faint overhead light, a metallic, hard quality, a stark contrast with a pure white underbelly, an extremely shallow depth of field, and a scene lit by light rays from the distant ocean surface that outline the shark's contours and illuminate suspended particles. The eyes are dark and calm, the jaw slightly open showing rows of razor-sharp teeth, and the overall impression is one of extreme clarity, awe inspiring tranquility and tension, with time seemingly frozen before the shark's absolute dominance.\n\nVisual Quality Assessment:\nThe frames show solid technical quality with good resolution and clear rendering of the shark anatomy. The lighting and color grading create a convincing underwater atmosphere, and the depth of field helps separate the subject from the background. However, the sequence feels relatively static with limited motion between frames, which reduces the sense of dynamic realism. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements such as the upward angle, the presence of a shark, and the general lighting and color palette. However, it does not fully realize the dramatic, frozen moment described in the prompt; the shark remains largely motionless rather than exhibiting the tense, predatory posture implied. The alignment is moderate, reflecting a score of 3.\n\nPhysical/Common-sense Consistency Assessment:\nAnatomical details and underwater lighting are coherent and plausible, with no obvious physical inconsistencies. The scene maintains internal realism despite the lack of dynamic action. This supports a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.890625,
+ "TA": 2.84375,
+ "MQ": 4.0625,
+ "Overall": 10.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium shot from a slightly upward angle, emphasizing a high shutter speed aesthetic, a majestic great white shark hovering above a murky ocean trench, a dominant presence, a sleek, powerful form, a dark gray back illuminated by faint overhead light, a metallic, hard quality, a stark contrast with a pure white underbelly, an extremely shallow depth of field, and a scene lit by light rays from the distant ocean surface that outline the shark's contours and illuminate suspended particles. The eyes are dark and calm, the jaw slightly open showing rows of razor-sharp teeth, and the overall impression is one of extreme clarity, awe inspiring tranquility and tension, with time seemingly frozen before the shark's absolute dominance.\n\nVisual Quality Assessment:\nThe frames show solid technical quality with good resolution and clear rendering of the shark anatomy. The lighting and color grading create a convincing underwater atmosphere, and the depth of field helps separate the subject from the background. However, the sequence feels relatively static with limited motion between frames, which reduces the sense of dynamic realism. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements such as the upward angle, the presence of a shark, and the general lighting and color palette. However, it does not fully realize the dramatic, frozen moment described in the prompt; the shark remains largely motionless rather than exhibiting the tense, predatory posture implied. The alignment is moderate, reflecting a score of 3.\n\nPhysical/Common-sense Consistency Assessment:\nAnatomical details and underwater lighting are coherent and plausible, with no obvious physical inconsistencies. The scene maintains internal realism despite the lack of dynamic action. This supports a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static medium shot, shot from a slightly upward angle, employing the aesthetics of a high shutter speed to perfection, freezes the moment of a majestic great white shark hovering above a murky ocean trench. The behemoth, almost motionless and imbued with majesty, dominates the frame. Its torpedo-like frame, every muscle tensed with latent power, its dark gray back, illuminated by the faint overhead light, takes on a metallic, hard quality, contrasting starkly with its pure white underbelly. The extremely shallow depth of field allows the shark to stand out sharply against the blurry, bottomless blue and black abyssal backdrop, illuminated only by a few, almost divine rays of light piercing from the distant ocean surface. These rays outline the smooth, powerful contours of its back and illuminate tiny particles suspended in the water. The shark's dark and calm eyes stare forward, and its slightly open jaw reveals rows of razor-sharp, jagged teeth. The entire picture, with extreme clarity, presents an awe-inspiring tranquility and tension full of primitive power, as if time itself has frozen in the face of the absolute dominance of this predator.",
+ "seed": 3838,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_7/index_3147_seed_3838_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.71875,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 10.75,
+ "avg": 10.734375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static medium shot, shot from a slightly upward angle, employing the aesthetics of a high shutter speed to perfection, freezes the moment of a majestic great white shark hovering above a murky ocean trench. The behemoth, almost motionless and imbued with majesty, dominates the frame. Its torpedo-like frame, every muscle tensed with latent power, its dark gray back, illuminated by the faint overhead light, takes on a metallic, hard quality, contrasting starkly with its pure white underbelly. The extremely shallow depth of field allows the shark to stand out sharply against the blurry, bottomless blue and black abyssal backdrop, illuminated only by a few, almost divine rays of light piercing from the distant ocean surface. These rays outline the smooth, powerful contours of its back and illuminate tiny particles suspended in the water. The shark's dark and calm eyes stare forward, and its slightly open jaw reveals rows of razor-sharp, jagged teeth. The entire picture, with extreme clarity, presents an awe-inspiring tranquility and tension full of primitive power, as if time itself has frozen in the face of the absolute dominance of this predator.",
+ "token_credit_reward": 10.75,
+ "selected_reward": 10.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium shot from a slightly upward angle featuring a majestic great white shark hovering above a murky ocean trench. It emphasizes a near-still presentation with a powerful, almost godlike presence, a dark gray back illuminated by faint overhead light, a metallic, hard quality, and a sharply defined white underbelly. The scene is intended to show an extremely shallow depth of field, with the shark standing out against a blurry, bottomless blue and black backdrop, lit by a few divine rays from the distant surface that outline the back and illuminate suspended particles. The shark should have dark, calm eyes, a slightly open jaw revealing rows of razor-sharp teeth, and an overall impression of extreme clarity and primal power.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear rendering of the shark’s features, good contrast between the white underbelly and darker top, and convincing underwater lighting. The eye detail and texture are well-rendered, and the overall sharpness is strong. There are no obvious artifacts or distortions, and color grading remains consistent across shots. However, there are minor imperfections typical of synthetic renders (e.g., subtle shading nuances and occasional slight softness in fine textures) that prevent a perfect 5. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a medium framing, a slightly upward angle, a clearly visible shark, and a sense of majesty. However, certain aspects are not fully realized: the scene does not convincingly depict a hovering above-trench arrangement, and the dynamic lighting cues described in the prompt (distinctive overhead illumination and dramatic ray effects) are not strongly present. The result is a moderate alignment overall, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe anatomy and underwater behavior appear plausible, with believable proportions, eye placement, and jaw structure. Some lighting and environmental cues do not perfectly match the described scenario, but they do not introduce obvious physical inconsistencies. Overall, Physical/Common-sense Consistency is acceptable and aligns with a score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.71875,
+ "TA": 2.984375,
+ "MQ": 4.03125,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "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 medium shot from a slightly upward angle featuring a majestic great white shark hovering above a murky ocean trench. It emphasizes a near-still presentation with a powerful, almost godlike presence, a dark gray back illuminated by faint overhead light, a metallic, hard quality, and a sharply defined white underbelly. The scene is intended to show an extremely shallow depth of field, with the shark standing out against a blurry, bottomless blue and black backdrop, lit by a few divine rays from the distant surface that outline the back and illuminate suspended particles. The shark should have dark, calm eyes, a slightly open jaw revealing rows of razor-sharp teeth, and an overall impression of extreme clarity and primal power.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear rendering of the shark’s features, good contrast between the white underbelly and darker top, and convincing underwater lighting. The eye detail and texture are well-rendered, and the overall sharpness is strong. There are no obvious artifacts or distortions, and color grading remains consistent across shots. However, there are minor imperfections typical of synthetic renders (e.g., subtle shading nuances and occasional slight softness in fine textures) that prevent a perfect 5. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a medium framing, a slightly upward angle, a clearly visible shark, and a sense of majesty. However, certain aspects are not fully realized: the scene does not convincingly depict a hovering above-trench arrangement, and the dynamic lighting cues described in the prompt (distinctive overhead illumination and dramatic ray effects) are not strongly present. The result is a moderate alignment overall, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe anatomy and underwater behavior appear plausible, with believable proportions, eye placement, and jaw structure. Some lighting and environmental cues do not perfectly match the described scenario, but they do not introduce obvious physical inconsistencies. Overall, Physical/Common-sense Consistency is acceptable and aligns with a score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static medium shot, shot from a slightly upward angle, employing the aesthetics of a high shutter speed to perfection, freezes the moment of a majestic great white shark hovering above a murky ocean trench. The behemoth, almost motionless and imbued with majesty, dominates the frame. Its torpedo-like frame, every muscle tensed with latent power, its dark gray back, illuminated by the faint overhead light, takes on a metallic, hard quality, contrasting starkly with its pure white underbelly. The extremely shallow depth of field allows the shark to stand out sharply against the blurry, bottomless blue and black abyssal backdrop, illuminated only by a few, almost divine rays of light piercing from the distant ocean surface. These rays outline the smooth, powerful contours of its back and illuminate tiny particles suspended in the water. The shark's dark and calm eyes stare forward, and its slightly open jaw reveals rows of razor-sharp, jagged teeth. The entire picture, with extreme clarity, presents an awe-inspiring tranquility and tension full of primitive power, as if time itself has frozen in the face of the absolute dominance of this predator.",
+ "seed": 3839,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_7/index_3147_seed_3839_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.484375,
+ "video_score2_ta": 3.09375,
+ "video_score2_mq": 3.9375,
+ "video_score2_overall": 10.5,
+ "avg": 10.515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static medium shot, shot from a slightly upward angle, employing the aesthetics of a high shutter speed to perfection, freezes the moment of a majestic great white shark hovering above a murky ocean trench. The behemoth, almost motionless and imbued with majesty, dominates the frame. Its torpedo-like frame, every muscle tensed with latent power, its dark gray back, illuminated by the faint overhead light, takes on a metallic, hard quality, contrasting starkly with its pure white underbelly. The extremely shallow depth of field allows the shark to stand out sharply against the blurry, bottomless blue and black abyssal backdrop, illuminated only by a few, almost divine rays of light piercing from the distant ocean surface. These rays outline the smooth, powerful contours of its back and illuminate tiny particles suspended in the water. The shark's dark and calm eyes stare forward, and its slightly open jaw reveals rows of razor-sharp, jagged teeth. The entire picture, with extreme clarity, presents an awe-inspiring tranquility and tension full of primitive power, as if time itself has frozen in the face of the absolute dominance of this predator.",
+ "token_credit_reward": 10.5,
+ "selected_reward": 10.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium shot from a slightly upward angle featuring a majestic great white shark hovering above a murky ocean trench. It emphasizes a near-still pose with a powerful, predatory demeanor, a dark gray back illuminated by faint overhead light, a metallic sheen, a white underbelly, and a shallow depth of field that isolates the shark against a blurred, bottomless backdrop with light rays piercing from the surface. The scene aims for extreme clarity and a palpable blend of tranquility and tension.\n\nVisual Quality Assessment:\nThe frames show solid visual quality with clear rendering of the shark and convincing underwater lighting. The subject remains well defined, and the color palette aligns with the described tones (dark gray back, white underbelly). The lighting effects and light rays from above contribute to atmosphere, and the overall composition is coherent across frames. However, there are minor imperfections typical of synthetic renders (subtle texture softness, occasional edge artifacts) that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless, corresponding to a 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the upward angle, the presence of a large shark, and the general lighting and color scheme. However, certain aspects are not fully realized: the scene does not clearly depict a distinct ocean trench, and the mouth appears closed rather than showing the slightly open jaw with visible teeth described in the prompt. The alignment is adequate but not exact, reflecting a moderate correspondence overall. This yields a Text-to-Video Alignment score of 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and shading consistent with an underwater environment. There are no obvious violations of common-sense expectations, though some micro-details (e.g., subtle eye movement or dynamic particle behavior) could be refined. Overall, Physical Consistency is acceptable but not exceptional, aligning with a 3/5 rating.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.484375,
+ "TA": 3.09375,
+ "MQ": 3.9375,
+ "Overall": 10.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium shot from a slightly upward angle featuring a majestic great white shark hovering above a murky ocean trench. It emphasizes a near-still pose with a powerful, predatory demeanor, a dark gray back illuminated by faint overhead light, a metallic sheen, a white underbelly, and a shallow depth of field that isolates the shark against a blurred, bottomless backdrop with light rays piercing from the surface. The scene aims for extreme clarity and a palpable blend of tranquility and tension.\n\nVisual Quality Assessment:\nThe frames show solid visual quality with clear rendering of the shark and convincing underwater lighting. The subject remains well defined, and the color palette aligns with the described tones (dark gray back, white underbelly). The lighting effects and light rays from above contribute to atmosphere, and the overall composition is coherent across frames. However, there are minor imperfections typical of synthetic renders (subtle texture softness, occasional edge artifacts) that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless, corresponding to a 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the upward angle, the presence of a large shark, and the general lighting and color scheme. However, certain aspects are not fully realized: the scene does not clearly depict a distinct ocean trench, and the mouth appears closed rather than showing the slightly open jaw with visible teeth described in the prompt. The alignment is adequate but not exact, reflecting a moderate correspondence overall. This yields a Text-to-Video Alignment score of 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and shading consistent with an underwater environment. There are no obvious violations of common-sense expectations, though some micro-details (e.g., subtle eye movement or dynamic particle behavior) could be refined. Overall, Physical Consistency is acceptable but not exceptional, aligning with a 3/5 rating.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static medium shot, shot from a slightly upward angle, employing the aesthetics of a high shutter speed to perfection, freezes the moment of a majestic great white shark hovering above a murky ocean trench. The behemoth, almost motionless and imbued with majesty, dominates the frame. Its torpedo-like frame, every muscle tensed with latent power, its dark gray back, illuminated by the faint overhead light, takes on a metallic, hard quality, contrasting starkly with its pure white underbelly. The extremely shallow depth of field allows the shark to stand out sharply against the blurry, bottomless blue and black abyssal backdrop, illuminated only by a few, almost divine rays of light piercing from the distant ocean surface. These rays outline the smooth, powerful contours of its back and illuminate tiny particles suspended in the water. The shark's dark and calm eyes stare forward, and its slightly open jaw reveals rows of razor-sharp, jagged teeth. The entire picture, with extreme clarity, presents an awe-inspiring tranquility and tension full of primitive power, as if time itself has frozen in the face of the absolute dominance of this predator.",
+ "seed": 3840,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_7/index_3147_seed_3840_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.546875,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 4.125,
+ "video_score2_overall": 10.75,
+ "avg": 10.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static medium shot, shot from a slightly upward angle, employing the aesthetics of a high shutter speed to perfection, freezes the moment of a majestic great white shark hovering above a murky ocean trench. The behemoth, almost motionless and imbued with majesty, dominates the frame. Its torpedo-like frame, every muscle tensed with latent power, its dark gray back, illuminated by the faint overhead light, takes on a metallic, hard quality, contrasting starkly with its pure white underbelly. The extremely shallow depth of field allows the shark to stand out sharply against the blurry, bottomless blue and black abyssal backdrop, illuminated only by a few, almost divine rays of light piercing from the distant ocean surface. These rays outline the smooth, powerful contours of its back and illuminate tiny particles suspended in the water. The shark's dark and calm eyes stare forward, and its slightly open jaw reveals rows of razor-sharp, jagged teeth. The entire picture, with extreme clarity, presents an awe-inspiring tranquility and tension full of primitive power, as if time itself has frozen in the face of the absolute dominance of this predator.",
+ "token_credit_reward": 10.75,
+ "selected_reward": 10.75,
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+ "credit_map_shape": [
+ 3,
+ 26,
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+ ],
+ "top_frames": [
+ 2,
+ 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 static medium shot from a slightly upward angle featuring a majestic great white shark hovering above a murky ocean trench. It emphasizes a near-still presentation with a powerful, almost godlike presence, a dark gray back illuminated by faint overhead light, a metallic, hard quality, a sharply defined white underbelly, and a bottomless blue/black backdrop with suspended particles. The scene is intended to convey extreme clarity, a frozen moment, and an overwhelming sense of predator power.\n\nVisual Quality Assessment:\nOverall, the video delivers solid visual quality. The resolution is adequate and the shark remains clearly visible across frames. There is some mild softness and occasional compression artifacts that prevent razor-sharp detail, but there are no major distortions or color issues. Lighting and contrast are consistent, and the underwater environment reads plausibly. The sequence appears stable with minimal camera shake, contributing to a coherent viewing experience. In sum, the visuals are good and coherent, though not at the highest possible sharpness.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The framing corresponds to a medium shot, the angle is slightly upward, and the subject is presented as a large, imposing predator. The scene conveys a static, majestic presence with a dark gray back and a bright underside, plus visible teeth and a forward gaze. However, certain aspects of the prompt—such as an explicit emphasis on a truly bottomless, particle-filled trench and the strongest possible lighting contrast—are not fully realized. The alignment is strong and coherent, capturing the core intent while leaving room for minor deviations.\n\nPhysical Consistency (Common-sense):\nThe depiction adheres to plausible marine biology and underwater optics. The anatomy, coloration, and environmental cues align with expectations for a great white shark in its habitat. While the portrayal is convincing, there are small inconsistencies in lighting interactions and depth cues that prevent a perfect match to real-world physics. Overall, the scene maintains credible realism and internal coherence.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 3.078125,
+ "MQ": 4.125,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "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 medium shot from a slightly upward angle featuring a majestic great white shark hovering above a murky ocean trench. It emphasizes a near-still presentation with a powerful, almost godlike presence, a dark gray back illuminated by faint overhead light, a metallic, hard quality, a sharply defined white underbelly, and a bottomless blue/black backdrop with suspended particles. The scene is intended to convey extreme clarity, a frozen moment, and an overwhelming sense of predator power.\n\nVisual Quality Assessment:\nOverall, the video delivers solid visual quality. The resolution is adequate and the shark remains clearly visible across frames. There is some mild softness and occasional compression artifacts that prevent razor-sharp detail, but there are no major distortions or color issues. Lighting and contrast are consistent, and the underwater environment reads plausibly. The sequence appears stable with minimal camera shake, contributing to a coherent viewing experience. In sum, the visuals are good and coherent, though not at the highest possible sharpness.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The framing corresponds to a medium shot, the angle is slightly upward, and the subject is presented as a large, imposing predator. The scene conveys a static, majestic presence with a dark gray back and a bright underside, plus visible teeth and a forward gaze. However, certain aspects of the prompt—such as an explicit emphasis on a truly bottomless, particle-filled trench and the strongest possible lighting contrast—are not fully realized. The alignment is strong and coherent, capturing the core intent while leaving room for minor deviations.\n\nPhysical Consistency (Common-sense):\nThe depiction adheres to plausible marine biology and underwater optics. The anatomy, coloration, and environmental cues align with expectations for a great white shark in its habitat. While the portrayal is convincing, there are small inconsistencies in lighting interactions and depth cues that prevent a perfect match to real-world physics. Overall, the scene maintains credible realism and internal coherence.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_8/index_tensor([2149, 2149])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_8/index_tensor([2149, 2149])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..97b3e55df5cfacc0a88d2d868c07d3a344c3ab44
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_8/index_tensor([2149, 2149])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, long-range shot, captured from an extremely low angle on the lakeshore, draws the viewer's gaze toward the vast expanse of the sky. The golden-red sunset glow resembles a vast, flowing painting, adorning vast, soft clouds in rich gradations from fiery orange to soft pink gold. Each cloud edge is sharply outlined by the last rays of the setting sun, creating a dazzling edge of light. With an almost imperceptible pace, these clouds drift and unfold steadily and leisurely toward the horizon, their forms shifting in a myriad of forms. Warm, soft light penetrates the gaps in the clouds, pouring down upon the tranquil, mirror-like surface of the lake below, gilding the entire surface with a brilliant golden sheen. The lake perfectly reflects the majestic sky, creating a breathtaking, symmetrical spectacle. Only the occasional ripple disturbs this otherworldly reflection. The distant mountains and the nearby clumps of reeds, backlit, appear as deep, inky silhouettes, creating a stark contrast against the vibrant colors of the sky and heightening the image's sense of depth. The details of the entire scene are extremely realistic, and the colors are warm and saturated, creating an extremely tranquil, solemn and poetic atmosphere, as if time has frozen at this moment for the magnificence of nature.",
+ "seed": 21819,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_8/index_2149_seed_21819_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.90625,
+ "video_score2_ta": 4.15625,
+ "video_score2_mq": 4.1875,
+ "video_score2_overall": 12.25,
+ "avg": 12.25,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, long-range shot, captured from an extremely low angle on the lakeshore, draws the viewer's gaze toward the vast expanse of the sky. The golden-red sunset glow resembles a vast, flowing painting, adorning vast, soft clouds in rich gradations from fiery orange to soft pink gold. Each cloud edge is sharply outlined by the last rays of the setting sun, creating a dazzling edge of light. With an almost imperceptible pace, these clouds drift and unfold steadily and leisurely toward the horizon, their forms shifting in a myriad of forms. Warm, soft light penetrates the gaps in the clouds, pouring down upon the tranquil, mirror-like surface of the lake below, gilding the entire surface with a brilliant golden sheen. The lake perfectly reflects the majestic sky, creating a breathtaking, symmetrical spectacle. Only the occasional ripple disturbs this otherworldly reflection. The distant mountains and the nearby clumps of reeds, backlit, appear as deep, inky silhouettes, creating a stark contrast against the vibrant colors of the sky and heightening the image's sense of depth. The details of the entire scene are extremely realistic, and the colors are warm and saturated, creating an extremely tranquil, solemn and poetic atmosphere, as if time has frozen at this moment for the magnificence 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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, long-range shot captured from an extremely low angle on the lakeshore, with a golden-red sunset glow, flowing clouds in rich gradations from fiery orange to soft pink gold, sharp outlines of cloud edges, warm light penetrating gaps in the clouds, a tranquil mirror-like lake surface with reflections, distant mountains and nearby reeds backlit, and a scene that feels extremely realistic with saturated warm colors and a tranquil, solemn atmosphere.\n\nVisual Quality Assessment:\nThe frames show solid visual quality overall. Resolution and detail are good, with clear rendering of the sky gradients, cloud edges, water reflections, and vegetation. Colors are warm and saturated, and lighting remains consistent across frames. There are no obvious distortions or artifacts, and transitions between frames are smooth. However, there is very little apparent motion between frames, giving a near-static impression rather than a dynamic sequence. This limited temporal variation slightly reduces the perceived motion quality but does not undermine the overall image fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt elements: static composition, long-range lakeshore perspective, extremely low-angle viewpoint, expansive sky, golden-red sunset glow, flowing clouds with rich gradations, sharp cloud outlines, warm light through gaps, tranquil mirror-like surface, reflections, distant mountains, and reeds backlit. The scene captures the intended mood and composition, with strong fidelity to the described elements. The primary deviation is the minimal temporal progression, which affects the sense of motion but not the alignment to the prompt.\n\nPhysical/Common-sense Consistency:\nLighting, shadows, and reflections follow plausible physical behavior for a sunset scene. The sky gradient, cloud shapes, water reflections, and vegetation placement are coherent and believable. The lack of motion does not introduce any physical inconsistencies; it simply reduces the dynamic realism of the sequence.\n\nOverall assessment:\nThe video demonstrates solid technical execution with good alignment to the prompt and coherent physical realism. The main limitation is the near-static presentation, which dampens the sense of motion but does not compromise the overall quality or consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.90625,
+ "TA": 4.15625,
+ "MQ": 4.1875,
+ "Overall": 12.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, long-range shot captured from an extremely low angle on the lakeshore, with a golden-red sunset glow, flowing clouds in rich gradations from fiery orange to soft pink gold, sharp outlines of cloud edges, warm light penetrating gaps in the clouds, a tranquil mirror-like lake surface with reflections, distant mountains and nearby reeds backlit, and a scene that feels extremely realistic with saturated warm colors and a tranquil, solemn atmosphere.\n\nVisual Quality Assessment:\nThe frames show solid visual quality overall. Resolution and detail are good, with clear rendering of the sky gradients, cloud edges, water reflections, and vegetation. Colors are warm and saturated, and lighting remains consistent across frames. There are no obvious distortions or artifacts, and transitions between frames are smooth. However, there is very little apparent motion between frames, giving a near-static impression rather than a dynamic sequence. This limited temporal variation slightly reduces the perceived motion quality but does not undermine the overall image fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt elements: static composition, long-range lakeshore perspective, extremely low-angle viewpoint, expansive sky, golden-red sunset glow, flowing clouds with rich gradations, sharp cloud outlines, warm light through gaps, tranquil mirror-like surface, reflections, distant mountains, and reeds backlit. The scene captures the intended mood and composition, with strong fidelity to the described elements. The primary deviation is the minimal temporal progression, which affects the sense of motion but not the alignment to the prompt.\n\nPhysical/Common-sense Consistency:\nLighting, shadows, and reflections follow plausible physical behavior for a sunset scene. The sky gradient, cloud shapes, water reflections, and vegetation placement are coherent and believable. The lack of motion does not introduce any physical inconsistencies; it simply reduces the dynamic realism of the sequence.\n\nOverall assessment:\nThe video demonstrates solid technical execution with good alignment to the prompt and coherent physical realism. The main limitation is the near-static presentation, which dampens the sense of motion but does not compromise the overall quality or consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 21820,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_8/index_2149_seed_21820_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "avg": 11.234375,
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+ "question": "static, long-range shot, captured from an extremely low angle on the lakeshore, draws the viewer's gaze toward the vast expanse of the sky. The golden-red sunset glow resembles a vast, flowing painting, adorning vast, soft clouds in rich gradations from fiery orange to soft pink gold. Each cloud edge is sharply outlined by the last rays of the setting sun, creating a dazzling edge of light. With an almost imperceptible pace, these clouds drift and unfold steadily and leisurely toward the horizon, their forms shifting in a myriad of forms. Warm, soft light penetrates the gaps in the clouds, pouring down upon the tranquil, mirror-like surface of the lake below, gilding the entire surface with a brilliant golden sheen. The lake perfectly reflects the majestic sky, creating a breathtaking, symmetrical spectacle. Only the occasional ripple disturbs this otherworldly reflection. The distant mountains and the nearby clumps of reeds, backlit, appear as deep, inky silhouettes, creating a stark contrast against the vibrant colors of the sky and heightening the image's sense of depth. The details of the entire scene are extremely realistic, and the colors are warm and saturated, creating an extremely tranquil, solemn and poetic atmosphere, as if time has frozen at this moment for the magnificence of nature.",
+ "token_credit_reward": 11.25,
+ "selected_reward": 11.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, long-range shot from an extremely low angle on the lakeshore, capturing a vast sky with a golden-red sunset glow, flowing clouds in rich gradations from fiery orange to soft pink gold, sharp cloud edges outlined by the setting sun, a dazzling edge of light, an almost imperceptible pace of drifting clouds, warm light penetrating gaps in the clouds, a tranquil, mirror-like lake surface with golden sheen, perfect reflections of the sky, distant mountains and nearby reeds backlit, and a scene that feels extremely realistic with saturated warm colors and a tranquil, solemn, poetic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the sky, water, and landscape elements, but there are occasional minor artifacts and slight inconsistencies in color grading across frames. The sequence remains coherent and stable, yet it does not reach high-end realism or pristine detail throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a static long-range lakeside shot from a low angle, expansive sky, warm sunset tones, flowing clouds, and a mirror-like lake with reflections. The mood and composition align well with the described scene. Some nuanced aspects—such as the exact pacing of cloud movement and the subtler interplay of light—are present but not perfectly matched, leaving room for minor deviations while preserving the overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Cloud behavior, lighting, and reflections follow plausible natural patterns, and the scene maintains believable spatial relationships. However, there are small inconsistencies in motion dynamics and lighting transitions that prevent a higher level of realism, though they do not break the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 4.0625,
+ "MQ": 3.625,
+ "Overall": 11.25
+ }
+ }
+ ],
+ "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, long-range shot from an extremely low angle on the lakeshore, capturing a vast sky with a golden-red sunset glow, flowing clouds in rich gradations from fiery orange to soft pink gold, sharp cloud edges outlined by the setting sun, a dazzling edge of light, an almost imperceptible pace of drifting clouds, warm light penetrating gaps in the clouds, a tranquil, mirror-like lake surface with golden sheen, perfect reflections of the sky, distant mountains and nearby reeds backlit, and a scene that feels extremely realistic with saturated warm colors and a tranquil, solemn, poetic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the sky, water, and landscape elements, but there are occasional minor artifacts and slight inconsistencies in color grading across frames. The sequence remains coherent and stable, yet it does not reach high-end realism or pristine detail throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a static long-range lakeside shot from a low angle, expansive sky, warm sunset tones, flowing clouds, and a mirror-like lake with reflections. The mood and composition align well with the described scene. Some nuanced aspects—such as the exact pacing of cloud movement and the subtler interplay of light—are present but not perfectly matched, leaving room for minor deviations while preserving the overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Cloud behavior, lighting, and reflections follow plausible natural patterns, and the scene maintains believable spatial relationships. However, there are small inconsistencies in motion dynamics and lighting transitions that prevent a higher level of realism, though they do not break the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, long-range shot captured from an extremely low angle on the lakeshore, with a golden-red sunset glow, flowing clouds in rich gradations from fiery orange to soft pink gold, sharp outlines of cloud edges, warm light penetrating gaps, a tranquil mirror-like lake surface, reflections that mirror the sky, distant mountains and reeds, and an overall extremely realistic, saturated color palette conveying tranquility and timelessness.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The resolution is adequate and the scene remains clear across frames. There is some mild softness in fine details, but no major artifacts or distortions. Colors are warm and saturated, with good contrast between the sky and water. Lighting and reflections are consistent, and the composition remains stable throughout. While not razor-sharp, the imagery is coherent and aesthetically pleasing, aligning with a high-quality landscape render.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt. It captures the core elements: a lakeside, low-angle perspective, expansive sky, warm sunset tones, flowing clouds, and a mirror-like surface with reflections. The distant mountains and reeds are present, and the scene conveys a tranquil, almost timeless mood. Some dynamic aspects described in the prompt (e.g., drifting clouds, subtle surface movement) are present but not highly pronounced; nonetheless, the overall alignment is strong and faithful to the intended concept.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: light interactions, reflections, and atmospheric effects follow expected principles. There are no obvious violations of common-sense physics, and the composition maintains believable spatial relationships. Minor deviations may exist in micro-details, but they do not undermine overall realism.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.78125,
+ "TA": 4.0625,
+ "MQ": 4.15625,
+ "Overall": 12.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, long-range shot captured from an extremely low angle on the lakeshore, with a golden-red sunset glow, flowing clouds in rich gradations from fiery orange to soft pink gold, sharp outlines of cloud edges, warm light penetrating gaps, a tranquil mirror-like lake surface, reflections that mirror the sky, distant mountains and reeds, and an overall extremely realistic, saturated color palette conveying tranquility and timelessness.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The resolution is adequate and the scene remains clear across frames. There is some mild softness in fine details, but no major artifacts or distortions. Colors are warm and saturated, with good contrast between the sky and water. Lighting and reflections are consistent, and the composition remains stable throughout. While not razor-sharp, the imagery is coherent and aesthetically pleasing, aligning with a high-quality landscape render.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt. It captures the core elements: a lakeside, low-angle perspective, expansive sky, warm sunset tones, flowing clouds, and a mirror-like surface with reflections. The distant mountains and reeds are present, and the scene conveys a tranquil, almost timeless mood. Some dynamic aspects described in the prompt (e.g., drifting clouds, subtle surface movement) are present but not highly pronounced; nonetheless, the overall alignment is strong and faithful to the intended concept.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: light interactions, reflections, and atmospheric effects follow expected principles. There are no obvious violations of common-sense physics, and the composition maintains believable spatial relationships. Minor deviations may exist in micro-details, but they do not undermine overall realism.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static, long-range shot, captured from an extremely low angle on the lakeshore, draws the viewer's gaze toward the vast expanse of the sky. The golden-red sunset glow resembles a vast, flowing painting, adorning vast, soft clouds in rich gradations from fiery orange to soft pink gold. Each cloud edge is sharply outlined by the last rays of the setting sun, creating a dazzling edge of light. With an almost imperceptible pace, these clouds drift and unfold steadily and leisurely toward the horizon, their forms shifting in a myriad of forms. Warm, soft light penetrates the gaps in the clouds, pouring down upon the tranquil, mirror-like surface of the lake below, gilding the entire surface with a brilliant golden sheen. The lake perfectly reflects the majestic sky, creating a breathtaking, symmetrical spectacle. Only the occasional ripple disturbs this otherworldly reflection. The distant mountains and the nearby clumps of reeds, backlit, appear as deep, inky silhouettes, creating a stark contrast against the vibrant colors of the sky and heightening the image's sense of depth. The details of the entire scene are extremely realistic, and the colors are warm and saturated, creating an extremely tranquil, solemn and poetic atmosphere, as if time has frozen at this moment for the magnificence of nature.",
+ "seed": 21822,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_8/index_2149_seed_21822_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.71875,
+ "video_score2_ta": 3.875,
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+ "video_score2_overall": 11.375,
+ "avg": 11.375,
+ "reward_records": [
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+ "question": "static, long-range shot, captured from an extremely low angle on the lakeshore, draws the viewer's gaze toward the vast expanse of the sky. The golden-red sunset glow resembles a vast, flowing painting, adorning vast, soft clouds in rich gradations from fiery orange to soft pink gold. Each cloud edge is sharply outlined by the last rays of the setting sun, creating a dazzling edge of light. With an almost imperceptible pace, these clouds drift and unfold steadily and leisurely toward the horizon, their forms shifting in a myriad of forms. Warm, soft light penetrates the gaps in the clouds, pouring down upon the tranquil, mirror-like surface of the lake below, gilding the entire surface with a brilliant golden sheen. The lake perfectly reflects the majestic sky, creating a breathtaking, symmetrical spectacle. Only the occasional ripple disturbs this otherworldly reflection. The distant mountains and the nearby clumps of reeds, backlit, appear as deep, inky silhouettes, creating a stark contrast against the vibrant colors of the sky and heightening the image's sense of depth. The details of the entire scene are extremely realistic, and the colors are warm and saturated, creating an extremely tranquil, solemn and poetic atmosphere, as if time has frozen at this moment for the magnificence of nature.",
+ "token_credit_reward": 11.375,
+ "selected_reward": 11.375,
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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 static, long-range shot captured from an extremely low angle on the lakeshore, with a golden-red sunset glow, flowing clouds in rich gradations from fiery orange to soft pink gold, sharp outlines of cloud edges, warm light penetrating gaps, a mirror-like lake surface, reflections that mirror the sky, distant mountains, and nearby reeds backlit as deep silhouettes. The scene should feel extremely realistic, with saturated warm colors and a tranquil, solemn mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the lake, mountains, and vegetation, but there are noticeable limitations. The sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. There are no obvious artifacts or distortions, and lighting remains consistent; however, the lack of movement and the somewhat artificial feel of the sky reduce realism. The color palette is warm and saturated, contributing to the intended mood, but the overall impression does not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lakeside, low-angle perspective, a golden-red sunset, flowing clouds with rich gradations, sharp cloud outlines, warm light through gaps, a mirror-like lake surface, and reflections that mirror the sky. Distant mountains and reeds are present, and the scene conveys a tranquil, solemn atmosphere. Some aspects—such as the absence of dynamic cloud motion and the slightly artificial sky rendering—are minor deviations rather than fundamental mismatches, so the alignment remains high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Water reflections align with the sky and lighting, and the general physics of the scene is plausible. However, the sky’s motion and cloud dynamics are not fully natural, and subtle inconsistencies in cloud behavior and atmospheric effects prevent full realism. Overall, the scene maintains believable coherence while exhibiting some artificial characteristics.\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": 3.71875,
+ "TA": 3.875,
+ "MQ": 3.78125,
+ "Overall": 11.375
+ }
+ }
+ ],
+ "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 static, long-range shot captured from an extremely low angle on the lakeshore, with a golden-red sunset glow, flowing clouds in rich gradations from fiery orange to soft pink gold, sharp outlines of cloud edges, warm light penetrating gaps, a mirror-like lake surface, reflections that mirror the sky, distant mountains, and nearby reeds backlit as deep silhouettes. The scene should feel extremely realistic, with saturated warm colors and a tranquil, solemn mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the lake, mountains, and vegetation, but there are noticeable limitations. The sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. There are no obvious artifacts or distortions, and lighting remains consistent; however, the lack of movement and the somewhat artificial feel of the sky reduce realism. The color palette is warm and saturated, contributing to the intended mood, but the overall impression does not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lakeside, low-angle perspective, a golden-red sunset, flowing clouds with rich gradations, sharp cloud outlines, warm light through gaps, a mirror-like lake surface, and reflections that mirror the sky. Distant mountains and reeds are present, and the scene conveys a tranquil, solemn atmosphere. Some aspects—such as the absence of dynamic cloud motion and the slightly artificial sky rendering—are minor deviations rather than fundamental mismatches, so the alignment remains high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Water reflections align with the sky and lighting, and the general physics of the scene is plausible. However, the sky’s motion and cloud dynamics are not fully natural, and subtle inconsistencies in cloud behavior and atmospheric effects prevent full realism. Overall, the scene maintains believable coherence while exhibiting some artificial characteristics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_9/index_tensor([4139, 4139])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_9/index_tensor([4139, 4139])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..83deb33960d7f08f652e47631ebc3531d867487e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_9/index_tensor([4139, 4139])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 14880,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_9/index_4139_seed_14880_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_ta": 2.890625,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.125,
+ "avg": 9.140625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "wide-angle shot, shot from the ground, slowly and steadily zooms out to reveal a vast, mountain-like alien spaceship, landing vertically on the surface of a vast, desolate planet with a silent and majestic gesture. The craft's construction defies Earthling imagination. Its seamless, dark alloy hull blends organic curves with sharp geometric facets, covered in intricate, faint, self-luminous etchings that rhythmically flicker with a pale blue light as it approaches the ground. Two unfamiliar suns loom in the sky, one radiating a lavender hue, the other casting a faint orange halo. These dual luminous sources cast a cool, shifting metallic sheen on the vast, curved surface, imbuing every inch with a hyperrealistic quality. Instead of emitting flames, the ship's underside generates an invisible energy field, gently lifting the reddish-brown sand and gravel from the ground, forming a slowly rotating ring of dust. As it finally and steadily touched the cracked black rock surface, only a barely perceptible tremor rippled through the earth. The jagged black mountain silhouettes in the distance appeared even more desolate against the deep purple sky. The entire scene unfolded in a profound silence, filled with an awe-inspiring sense of mystery and loneliness. Its incredibly realistic rendering made this scene feel like a true documentary of space exploration.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot from the ground, featuring a large alien spaceship landing on a desolate planet with two suns in the sky and an energy-field-based landing. The sequence is intended to convey a seamless blend of organic curves and sharp geometry, with a cool, shifting metallic sheen and a palpable sense of mystery and realism.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the ship and terrain, but there are occasional soft areas and minor artifacts that prevent a higher-fidelity look. The lighting and color grading are consistent across shots, and the ship’s geometry remains readable, though some fine details may be less crisp than ideal. The sequence maintains stable framing and smooth transitions, contributing to a coherent overall impression without reaching exceptional sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide-angle ground-level view, a large curved ship, a barren landscape, and a dual-sun sky with a cool metallic sheen. The landing sequence and the presence of dust effects around the craft are present, supporting the narrative. A few nuanced aspects—such as the precise timing of the energy-field interaction and the subtler dynamics of dust rotation—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics for a landing craft on an alien world, with believable interactions between the ship and the ground and coherent environmental cues. However, certain micro-physics details (e.g., the exact behavior of dust under the craft, the distribution of particles during landing) are not fully resolved, leaving room for improvement in strict common-sense fidelity.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 2.890625,
+ "MQ": 3.265625,
+ "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 wide-angle shot from the ground, featuring a large alien spaceship landing on a desolate planet with two suns in the sky and an energy-field-based landing. The sequence is intended to convey a seamless blend of organic curves and sharp geometry, with a cool, shifting metallic sheen and a palpable sense of mystery and realism.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the ship and terrain, but there are occasional soft areas and minor artifacts that prevent a higher-fidelity look. The lighting and color grading are consistent across shots, and the ship’s geometry remains readable, though some fine details may be less crisp than ideal. The sequence maintains stable framing and smooth transitions, contributing to a coherent overall impression without reaching exceptional sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide-angle ground-level view, a large curved ship, a barren landscape, and a dual-sun sky with a cool metallic sheen. The landing sequence and the presence of dust effects around the craft are present, supporting the narrative. A few nuanced aspects—such as the precise timing of the energy-field interaction and the subtler dynamics of dust rotation—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics for a landing craft on an alien world, with believable interactions between the ship and the ground and coherent environmental cues. However, certain micro-physics details (e.g., the exact behavior of dust under the craft, the distribution of particles during landing) are not fully resolved, leaving room for improvement in strict common-sense fidelity.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide-angle shot, shot from the ground, slowly and steadily zooms out to reveal a vast, mountain-like alien spaceship, landing vertically on the surface of a vast, desolate planet with a silent and majestic gesture. The craft's construction defies Earthling imagination. Its seamless, dark alloy hull blends organic curves with sharp geometric facets, covered in intricate, faint, self-luminous etchings that rhythmically flicker with a pale blue light as it approaches the ground. Two unfamiliar suns loom in the sky, one radiating a lavender hue, the other casting a faint orange halo. These dual luminous sources cast a cool, shifting metallic sheen on the vast, curved surface, imbuing every inch with a hyperrealistic quality. Instead of emitting flames, the ship's underside generates an invisible energy field, gently lifting the reddish-brown sand and gravel from the ground, forming a slowly rotating ring of dust. As it finally and steadily touched the cracked black rock surface, only a barely perceptible tremor rippled through the earth. The jagged black mountain silhouettes in the distance appeared even more desolate against the deep purple sky. The entire scene unfolded in a profound silence, filled with an awe-inspiring sense of mystery and loneliness. Its incredibly realistic rendering made this scene feel like a true documentary of space exploration.",
+ "seed": 14881,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_9/index_4139_seed_14881_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.140625,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 8.0,
+ "avg": 8.015625,
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+ "question": "wide-angle shot, shot from the ground, slowly and steadily zooms out to reveal a vast, mountain-like alien spaceship, landing vertically on the surface of a vast, desolate planet with a silent and majestic gesture. The craft's construction defies Earthling imagination. Its seamless, dark alloy hull blends organic curves with sharp geometric facets, covered in intricate, faint, self-luminous etchings that rhythmically flicker with a pale blue light as it approaches the ground. Two unfamiliar suns loom in the sky, one radiating a lavender hue, the other casting a faint orange halo. These dual luminous sources cast a cool, shifting metallic sheen on the vast, curved surface, imbuing every inch with a hyperrealistic quality. Instead of emitting flames, the ship's underside generates an invisible energy field, gently lifting the reddish-brown sand and gravel from the ground, forming a slowly rotating ring of dust. As it finally and steadily touched the cracked black rock surface, only a barely perceptible tremor rippled through the earth. The jagged black mountain silhouettes in the distance appeared even more desolate against the deep purple sky. The entire scene unfolded in a profound silence, filled with an awe-inspiring sense of mystery and loneliness. Its incredibly realistic rendering made this scene feel like a true documentary of space exploration.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot from the ground, featuring a large alien spaceship landing on a desolate planet with two suns and an energy-based landing sequence. The description emphasizes a dramatic, hyper-realistic space-exploration moment with a mysterious, isolated atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant terrain and fine surface details. The ship’s silhouette remains identifiable, yet surface textures and small features lack crispness. Color grading yields a consistent lavender/orange palette, and lighting remains stable across shots, contributing to a cohesive look. There are no major distortions or artifacts, and transitions between frames are smooth. However, the overall sharpness and fine-detail fidelity do not reach high-end levels, aligning with a mid-range quality assessment.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, ground-level perspective and includes the key elements described: a large, mountain-like alien ship, a barren landscape, and a landing sequence with visible energy effects. The dual-sun lighting and the implied atmospheric mood are well captured. Some nuanced aspects—such as the precise timing of the landing and the subtler environmental interactions—are present but not exhaustively detailed, leaving minor gaps in perfect alignment. Nevertheless, the core narrative and visual cues closely reflect the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting direction, and material responses to energy contact, with coherent scale and motion. However, there are occasional inconsistencies in surface interaction and shadow behavior during the landing, which prevent a higher level of realism. Overall, the dynamics are believable but not flawless.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.140625,
+ "TA": 2.71875,
+ "MQ": 3.15625,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "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 wide-angle shot from the ground, featuring a large alien spaceship landing on a desolate planet with two suns and an energy-based landing sequence. The description emphasizes a dramatic, hyper-realistic space-exploration moment with a mysterious, isolated atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant terrain and fine surface details. The ship’s silhouette remains identifiable, yet surface textures and small features lack crispness. Color grading yields a consistent lavender/orange palette, and lighting remains stable across shots, contributing to a cohesive look. There are no major distortions or artifacts, and transitions between frames are smooth. However, the overall sharpness and fine-detail fidelity do not reach high-end levels, aligning with a mid-range quality assessment.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, ground-level perspective and includes the key elements described: a large, mountain-like alien ship, a barren landscape, and a landing sequence with visible energy effects. The dual-sun lighting and the implied atmospheric mood are well captured. Some nuanced aspects—such as the precise timing of the landing and the subtler environmental interactions—are present but not exhaustively detailed, leaving minor gaps in perfect alignment. Nevertheless, the core narrative and visual cues closely reflect the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting direction, and material responses to energy contact, with coherent scale and motion. However, there are occasional inconsistencies in surface interaction and shadow behavior during the landing, which prevent a higher level of realism. Overall, the dynamics are believable but not flawless.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 14882,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_9/index_4139_seed_14882_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
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+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 2.75,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
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+ "question": "wide-angle shot, shot from the ground, slowly and steadily zooms out to reveal a vast, mountain-like alien spaceship, landing vertically on the surface of a vast, desolate planet with a silent and majestic gesture. The craft's construction defies Earthling imagination. Its seamless, dark alloy hull blends organic curves with sharp geometric facets, covered in intricate, faint, self-luminous etchings that rhythmically flicker with a pale blue light as it approaches the ground. Two unfamiliar suns loom in the sky, one radiating a lavender hue, the other casting a faint orange halo. These dual luminous sources cast a cool, shifting metallic sheen on the vast, curved surface, imbuing every inch with a hyperrealistic quality. Instead of emitting flames, the ship's underside generates an invisible energy field, gently lifting the reddish-brown sand and gravel from the ground, forming a slowly rotating ring of dust. As it finally and steadily touched the cracked black rock surface, only a barely perceptible tremor rippled through the earth. The jagged black mountain silhouettes in the distance appeared even more desolate against the deep purple sky. The entire scene unfolded in a profound silence, filled with an awe-inspiring sense of mystery and loneliness. Its incredibly realistic rendering made this scene feel like a true documentary of space exploration.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot from the ground, featuring a large alien spaceship landing on a desolate planet with two suns in the sky, a dark alloy hull with intricate blue-lit patterns, and a sequence where the ship hovers above the ground, interacts with the terrain, and settles onto a cracked surface while dust and atmospheric effects are present. The overall mood is one of awe and mysterious realism.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate, yet fine surface textures and distant details are not sharply resolved. Atmospheric haze and dust contribute to depth but also obscure some features. Lighting remains consistent with the dual-sun palette, and color grading supports the purple/orange palette. Transitions between frames are smooth, and there are no obvious distortions or artifacts. Overall, the visual quality is moderate rather than high-end.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—wide-angle framing, a large angular craft, a barren landscape, and a dual-sun sky. However, key dynamic aspects described in the prompt are not realized: there is no visible vertical landing motion, no dust ring, and no ground contact sequence. The craft appears stationary across frames, which reduces narrative alignment. The atmospheric effects exist but do not reproduce the dramatic dust dynamics. In sum, alignment is moderate: some prompt components are present, others are missing or underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting, and material behavior given the alien setting. The craft’s geometry and surface interactions appear coherent, and the environment obeys basic physical expectations. The absence of the intended dynamic actions (landing, dust interaction, ground contact) does not introduce obvious physical contradictions; it simply limits the storytelling execution. Overall, physical consistency is acceptable but not exceptional.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.75,
+ "MQ": 3.078125,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot from the ground, featuring a large alien spaceship landing on a desolate planet with two suns in the sky, a dark alloy hull with intricate blue-lit patterns, and a sequence where the ship hovers above the ground, interacts with the terrain, and settles onto a cracked surface while dust and atmospheric effects are present. The overall mood is one of awe and mysterious realism.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate, yet fine surface textures and distant details are not sharply resolved. Atmospheric haze and dust contribute to depth but also obscure some features. Lighting remains consistent with the dual-sun palette, and color grading supports the purple/orange palette. Transitions between frames are smooth, and there are no obvious distortions or artifacts. Overall, the visual quality is moderate rather than high-end.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—wide-angle framing, a large angular craft, a barren landscape, and a dual-sun sky. However, key dynamic aspects described in the prompt are not realized: there is no visible vertical landing motion, no dust ring, and no ground contact sequence. The craft appears stationary across frames, which reduces narrative alignment. The atmospheric effects exist but do not reproduce the dramatic dust dynamics. In sum, alignment is moderate: some prompt components are present, others are missing or underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting, and material behavior given the alien setting. The craft’s geometry and surface interactions appear coherent, and the environment obeys basic physical expectations. The absence of the intended dynamic actions (landing, dust interaction, ground contact) does not introduce obvious physical contradictions; it simply limits the storytelling execution. Overall, physical consistency is acceptable but not exceptional.\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": 14883,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000220/group_9/index_4139_seed_14883_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.03125,
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+ "video_score2_overall": 9.1875,
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+ "question": "wide-angle shot, shot from the ground, slowly and steadily zooms out to reveal a vast, mountain-like alien spaceship, landing vertically on the surface of a vast, desolate planet with a silent and majestic gesture. The craft's construction defies Earthling imagination. Its seamless, dark alloy hull blends organic curves with sharp geometric facets, covered in intricate, faint, self-luminous etchings that rhythmically flicker with a pale blue light as it approaches the ground. Two unfamiliar suns loom in the sky, one radiating a lavender hue, the other casting a faint orange halo. These dual luminous sources cast a cool, shifting metallic sheen on the vast, curved surface, imbuing every inch with a hyperrealistic quality. Instead of emitting flames, the ship's underside generates an invisible energy field, gently lifting the reddish-brown sand and gravel from the ground, forming a slowly rotating ring of dust. As it finally and steadily touched the cracked black rock surface, only a barely perceptible tremor rippled through the earth. The jagged black mountain silhouettes in the distance appeared even more desolate against the deep purple sky. The entire scene unfolded in a profound silence, filled with an awe-inspiring sense of mystery and loneliness. Its incredibly realistic rendering made this scene feel like a true documentary of space exploration.",
+ "token_credit_reward": 9.1875,
+ "selected_reward": 9.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot from the ground, featuring a large alien spaceship landing on a desolate planet with two suns in the sky, a dark alloy hull with organic curves and geometric facets, faint self-luminous markings that glow pale blue, and a sequence where the ship touches down and dust rings form around it. The scene is intended to be hyperrealistic and convey a sense of mystery and loneliness.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the ship and terrain, but there are occasional soft areas and minor artifacts that prevent a higher-fidelity look. The lighting and color palette are consistent across frames, with stable composition and smooth transitions, though some fine details remain underdefined.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: wide-angle ground-level perspective, a large alien ship, a barren landscape, and two suns in the sky with a dark, complex hull and visible markings. The sequence conveys a landing approach and a dust ring, and the atmosphere feels desolate and mysterious. A few nuanced aspects—such as the precise timing of the landing and the exact dynamics of the dust ring—are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible spatial relationships and lighting, with coherent scale between the ship and terrain. However, certain dynamic interactions (e.g., the exact landing mechanics and the behavior of dust particles) are not fully resolved, leaving room for improvement in realism while maintaining overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 2.890625,
+ "MQ": 3.265625,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot from the ground, featuring a large alien spaceship landing on a desolate planet with two suns in the sky, a dark alloy hull with organic curves and geometric facets, faint self-luminous markings that glow pale blue, and a sequence where the ship touches down and dust rings form around it. The scene is intended to be hyperrealistic and convey a sense of mystery and loneliness.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the ship and terrain, but there are occasional soft areas and minor artifacts that prevent a higher-fidelity look. The lighting and color palette are consistent across frames, with stable composition and smooth transitions, though some fine details remain underdefined.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: wide-angle ground-level perspective, a large alien ship, a barren landscape, and two suns in the sky with a dark, complex hull and visible markings. The sequence conveys a landing approach and a dust ring, and the atmosphere feels desolate and mysterious. A few nuanced aspects—such as the precise timing of the landing and the exact dynamics of the dust ring—are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible spatial relationships and lighting, with coherent scale between the ship and terrain. However, certain dynamic interactions (e.g., the exact landing mechanics and the behavior of dust particles) are not fully resolved, leaving room for improvement in realism while maintaining overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_0/index_tensor([8817, 8817])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_0/index_tensor([8817, 8817])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5bf800c6d88d45b3afa3682943f1c79fa1ed8c9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_0/index_tensor([8817, 8817])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a low-angle, medium shot, captured in extreme slow motion, a stag, composed entirely of crystalline glass, gracefully leans forward. Within its flawless, silvery liquid moonlight flows like a captured galaxy, illuminating every inch of its internal structure and graceful skeletal contours. Under the tranquil night, it gently dips its snout into a mirror-smooth, unrippling lake to drink. With its touch, ripples of transparent water spread outward at a speed so slow it's barely noticeable. Each drop of water, splashed by its snout, resembles a tiny crystal suspended in mid-air, clearly visible in the camera. They slowly tumble and transform, perfectly reflecting the soft light emanating from the deer's body and shimmering with fleeting specks of iridescent light. The entire picture presents a dreamy watercolor texture, with the edges of colors softly penetrating and blending into each other. The deep blue night background, the silvery-white glow of the deer's body, and the bright light spots of the water droplets are intertwined, creating an extremely tranquil, ethereal and sacred atmosphere.",
+ "seed": 8397,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_0/index_8817_seed_8397_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
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+ "video_score2_vq": 3.96875,
+ "video_score2_ta": 1.546875,
+ "video_score2_mq": 3.8125,
+ "video_score2_overall": 9.3125,
+ "avg": 9.328125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a low-angle, medium shot, captured in extreme slow motion, a stag, composed entirely of crystalline glass, gracefully leans forward. Within its flawless, silvery liquid moonlight flows like a captured galaxy, illuminating every inch of its internal structure and graceful skeletal contours. Under the tranquil night, it gently dips its snout into a mirror-smooth, unrippling lake to drink. With its touch, ripples of transparent water spread outward at a speed so slow it's barely noticeable. Each drop of water, splashed by its snout, resembles a tiny crystal suspended in mid-air, clearly visible in the camera. They slowly tumble and transform, perfectly reflecting the soft light emanating from the deer's body and shimmering with fleeting specks of iridescent light. The entire picture presents a dreamy watercolor texture, with the edges of colors softly penetrating and blending into each other. The deep blue night background, the silvery-white glow of the deer's body, and the bright light spots of the water droplets are intertwined, creating an extremely tranquil, ethereal and sacred atmosphere.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, medium-shot scene featuring a glass stag in extreme slow motion, with a glass-like, silvery liquid flowing from its snout into a mirror-smooth lake. The liquid is depicted as moving like a captured galaxy, illuminating the internal structure and skeletal contours, under a tranquil night sky. The sequence emphasizes gentle dipping, slow ripples, and droplets suspended in mid-air, culminating in a dreamy watercolor texture and an ethereal mood.\n\nVisual Quality Assessment:\nThe frames show strong technical rendering with clear details, good lighting, and convincing water effects. The glass stag and liquid dynamics are visually appealing, and color grading supports a cohesive blue-night aesthetic. However, the overall presentation remains somewhat stylized rather than strictly photorealistic, and there are minor inconsistencies in motion continuity across frames that prevent a perfect sense of realism. Overall, visual quality is solid but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle framing, a glass stag, extreme slow-motion cues, and a tranquil nocturnal setting with liquid flow and droplets. Yet key aspects of the prompt are not fully realized: the depiction of a true “captured galaxy” effect and the precise, ethereal transformation of the droplets are only partially achieved, and some atmospheric details are underrepresented. The alignment is moderate (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical behavior: the glass stag’s form, the liquid dynamics, and the interaction with water read as plausible within a stylized context. There are no glaring physical contradictions, though the artistic rendering introduces subtle deviations from strict real-world physics. Overall, physical/common-sense consistency is acceptable but not perfect (roughly 3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
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+ },
+ "soft_scores": {
+ "VQ": 3.96875,
+ "TA": 1.546875,
+ "MQ": 3.8125,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "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 low-angle, medium-shot scene featuring a glass stag in extreme slow motion, with a glass-like, silvery liquid flowing from its snout into a mirror-smooth lake. The liquid is depicted as moving like a captured galaxy, illuminating the internal structure and skeletal contours, under a tranquil night sky. The sequence emphasizes gentle dipping, slow ripples, and droplets suspended in mid-air, culminating in a dreamy watercolor texture and an ethereal mood.\n\nVisual Quality Assessment:\nThe frames show strong technical rendering with clear details, good lighting, and convincing water effects. The glass stag and liquid dynamics are visually appealing, and color grading supports a cohesive blue-night aesthetic. However, the overall presentation remains somewhat stylized rather than strictly photorealistic, and there are minor inconsistencies in motion continuity across frames that prevent a perfect sense of realism. Overall, visual quality is solid but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle framing, a glass stag, extreme slow-motion cues, and a tranquil nocturnal setting with liquid flow and droplets. Yet key aspects of the prompt are not fully realized: the depiction of a true “captured galaxy” effect and the precise, ethereal transformation of the droplets are only partially achieved, and some atmospheric details are underrepresented. The alignment is moderate (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical behavior: the glass stag’s form, the liquid dynamics, and the interaction with water read as plausible within a stylized context. There are no glaring physical contradictions, though the artistic rendering introduces subtle deviations from strict real-world physics. Overall, physical/common-sense consistency is acceptable but not perfect (roughly 3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a low-angle, medium shot, captured in extreme slow motion, a stag, composed entirely of crystalline glass, gracefully leans forward. Within its flawless, silvery liquid moonlight flows like a captured galaxy, illuminating every inch of its internal structure and graceful skeletal contours. Under the tranquil night, it gently dips its snout into a mirror-smooth, unrippling lake to drink. With its touch, ripples of transparent water spread outward at a speed so slow it's barely noticeable. Each drop of water, splashed by its snout, resembles a tiny crystal suspended in mid-air, clearly visible in the camera. They slowly tumble and transform, perfectly reflecting the soft light emanating from the deer's body and shimmering with fleeting specks of iridescent light. The entire picture presents a dreamy watercolor texture, with the edges of colors softly penetrating and blending into each other. The deep blue night background, the silvery-white glow of the deer's body, and the bright light spots of the water droplets are intertwined, creating an extremely tranquil, ethereal and sacred atmosphere.",
+ "seed": 8398,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_0/index_8817_seed_8398_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.609375,
+ "video_score2_ta": 1.9765625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.625,
+ "avg": 8.6015625,
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+ "question": "In a low-angle, medium shot, captured in extreme slow motion, a stag, composed entirely of crystalline glass, gracefully leans forward. Within its flawless, silvery liquid moonlight flows like a captured galaxy, illuminating every inch of its internal structure and graceful skeletal contours. Under the tranquil night, it gently dips its snout into a mirror-smooth, unrippling lake to drink. With its touch, ripples of transparent water spread outward at a speed so slow it's barely noticeable. Each drop of water, splashed by its snout, resembles a tiny crystal suspended in mid-air, clearly visible in the camera. They slowly tumble and transform, perfectly reflecting the soft light emanating from the deer's body and shimmering with fleeting specks of iridescent light. The entire picture presents a dreamy watercolor texture, with the edges of colors softly penetrating and blending into each other. The deep blue night background, the silvery-white glow of the deer's body, and the bright light spots of the water droplets are intertwined, creating an extremely tranquil, ethereal and sacred atmosphere.",
+ "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 low-angle, medium-shot scene featuring a glass stag in extreme slow motion, with a flawless, silvery liquid moonlight flowing through its internal structure as it leans forward toward a mirror-smooth lake. The sequence should show the stag dipping its snout, ripples spreading outward, droplets suspended in mid-air, and a dreamy watercolor texture with a deep blue night background and ethereal lighting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames present decent clarity and consistent lighting, but there are noticeable limitations that prevent a higher rating. The glass stag remains identifiable across frames, yet some frames exhibit mild softness or minor artifacting, and the rendering does not consistently reach high-fidelity detail throughout. The color palette and lighting are coherent, but the overall sharpness and fine-grain realism are not uniformly strong.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several core elements such as the low-angle framing, the presence of a glass stag, and the slow-motion impression. However, key aspects described in the prompt—specifically the explicit depiction of liquid moonlight flowing through the stag’s internal structure and the precise dynamics of droplets suspended in mid-air—are not convincingly 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 maintains plausible interactions between the glass stag and water, with believable transparency and refraction cues. Yet some micro-physics details—such as the behavior of droplets and the nuanced liquid flow—are not fully convincing, leaving room for improvement in realism while preserving artistic interpretation.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 1.9765625,
+ "MQ": 3.015625,
+ "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 low-angle, medium-shot scene featuring a glass stag in extreme slow motion, with a flawless, silvery liquid moonlight flowing through its internal structure as it leans forward toward a mirror-smooth lake. The sequence should show the stag dipping its snout, ripples spreading outward, droplets suspended in mid-air, and a dreamy watercolor texture with a deep blue night background and ethereal lighting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames present decent clarity and consistent lighting, but there are noticeable limitations that prevent a higher rating. The glass stag remains identifiable across frames, yet some frames exhibit mild softness or minor artifacting, and the rendering does not consistently reach high-fidelity detail throughout. The color palette and lighting are coherent, but the overall sharpness and fine-grain realism are not uniformly strong.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several core elements such as the low-angle framing, the presence of a glass stag, and the slow-motion impression. However, key aspects described in the prompt—specifically the explicit depiction of liquid moonlight flowing through the stag’s internal structure and the precise dynamics of droplets suspended in mid-air—are not convincingly 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 maintains plausible interactions between the glass stag and water, with believable transparency and refraction cues. Yet some micro-physics details—such as the behavior of droplets and the nuanced liquid flow—are not fully convincing, leaving room for improvement in realism while preserving artistic interpretation.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 8399,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_0/index_8817_seed_8399_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.703125,
+ "video_score2_ta": 2.125,
+ "video_score2_mq": 3.734375,
+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
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+ "question": "In a low-angle, medium shot, captured in extreme slow motion, a stag, composed entirely of crystalline glass, gracefully leans forward. Within its flawless, silvery liquid moonlight flows like a captured galaxy, illuminating every inch of its internal structure and graceful skeletal contours. Under the tranquil night, it gently dips its snout into a mirror-smooth, unrippling lake to drink. With its touch, ripples of transparent water spread outward at a speed so slow it's barely noticeable. Each drop of water, splashed by its snout, resembles a tiny crystal suspended in mid-air, clearly visible in the camera. They slowly tumble and transform, perfectly reflecting the soft light emanating from the deer's body and shimmering with fleeting specks of iridescent light. The entire picture presents a dreamy watercolor texture, with the edges of colors softly penetrating and blending into each other. The deep blue night background, the silvery-white glow of the deer's body, and the bright light spots of the water droplets are intertwined, creating an extremely tranquil, ethereal and sacred atmosphere.",
+ "token_credit_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, medium-shot scene featuring a glass stag in extreme slow motion, with a flawless, silvery liquid moonlight flowing through its internal structure as it drinks from a mirror-smooth lake. Ripples spread outward at a speed that feels almost imperceptible, and each droplet is depicted as a suspended crystal. The overall mood is dreamy and ethereal, with a deep blue night backdrop and a soft interplay of light across surfaces.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain high clarity and consistent lighting, with convincing glass-like reflections and water dynamics. The rendering of refraction, transparency, and surface interactions reads as polished, and color grading supports a cohesive blue/purple nocturnal palette. While the imagery is strong and cohesive, there are minor limitations in achieving perfect photorealism or ultra-high-detail realism, which keeps the score at 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle composition, a glass stag, extreme slow-motion feel, and a mirror-smooth lake with gentle drinking action and visible ripples. However, certain aspects are not fully realized: the depiction of liquid moonlight flowing through the stag’s internal structure is not clearly demonstrated, and the suspended-crystal behavior of droplets is only partially evident. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the stag’s form remains coherent, glass properties are believable, and water interactions follow expected dynamics. There are no glaring inconsistencies, though some nuanced details could be refined to enhance realism. Overall, physical/common-sense consistency is solid but not exceptional (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 2.125,
+ "MQ": 3.734375,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "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 low-angle, medium-shot scene featuring a glass stag in extreme slow motion, with a flawless, silvery liquid moonlight flowing through its internal structure as it drinks from a mirror-smooth lake. Ripples spread outward at a speed that feels almost imperceptible, and each droplet is depicted as a suspended crystal. The overall mood is dreamy and ethereal, with a deep blue night backdrop and a soft interplay of light across surfaces.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain high clarity and consistent lighting, with convincing glass-like reflections and water dynamics. The rendering of refraction, transparency, and surface interactions reads as polished, and color grading supports a cohesive blue/purple nocturnal palette. While the imagery is strong and cohesive, there are minor limitations in achieving perfect photorealism or ultra-high-detail realism, which keeps the score at 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle composition, a glass stag, extreme slow-motion feel, and a mirror-smooth lake with gentle drinking action and visible ripples. However, certain aspects are not fully realized: the depiction of liquid moonlight flowing through the stag’s internal structure is not clearly demonstrated, and the suspended-crystal behavior of droplets is only partially evident. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the stag’s form remains coherent, glass properties are believable, and water interactions follow expected dynamics. There are no glaring inconsistencies, though some nuanced details could be refined to enhance realism. Overall, physical/common-sense consistency is solid but not exceptional (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a low-angle, medium shot, captured in extreme slow motion, a stag, composed entirely of crystalline glass, gracefully leans forward. Within its flawless, silvery liquid moonlight flows like a captured galaxy, illuminating every inch of its internal structure and graceful skeletal contours. Under the tranquil night, it gently dips its snout into a mirror-smooth, unrippling lake to drink. With its touch, ripples of transparent water spread outward at a speed so slow it's barely noticeable. Each drop of water, splashed by its snout, resembles a tiny crystal suspended in mid-air, clearly visible in the camera. They slowly tumble and transform, perfectly reflecting the soft light emanating from the deer's body and shimmering with fleeting specks of iridescent light. The entire picture presents a dreamy watercolor texture, with the edges of colors softly penetrating and blending into each other. The deep blue night background, the silvery-white glow of the deer's body, and the bright light spots of the water droplets are intertwined, creating an extremely tranquil, ethereal and sacred atmosphere.",
+ "seed": 8400,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_0/index_8817_seed_8400_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.25,
+ "avg": 8.203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a low-angle, medium shot, captured in extreme slow motion, a stag, composed entirely of crystalline glass, gracefully leans forward. Within its flawless, silvery liquid moonlight flows like a captured galaxy, illuminating every inch of its internal structure and graceful skeletal contours. Under the tranquil night, it gently dips its snout into a mirror-smooth, unrippling lake to drink. With its touch, ripples of transparent water spread outward at a speed so slow it's barely noticeable. Each drop of water, splashed by its snout, resembles a tiny crystal suspended in mid-air, clearly visible in the camera. They slowly tumble and transform, perfectly reflecting the soft light emanating from the deer's body and shimmering with fleeting specks of iridescent light. The entire picture presents a dreamy watercolor texture, with the edges of colors softly penetrating and blending into each other. The deep blue night background, the silvery-white glow of the deer's body, and the bright light spots of the water droplets are intertwined, creating an extremely tranquil, ethereal and sacred atmosphere.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot scene featuring a glass stag in extreme slow motion, with a flawless, silvery liquid moonlight flowing through its internal structure as it leans over a mirror-smooth lake to drink. The sequence should show gentle dipping of the snout, ripples spreading outward, droplets suspended in mid-air, and a dreamy watercolor texture with a deep blue night background and soft color blending.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The imagery is reasonably clear and the lighting/color palette aligns with the intended mood, but there are occasional softness and minor artifacts that prevent a high-fidelity impression. The rendering of the glass stag and its interaction with water reads as plausible, yet not exceptionally sharp or detailed throughout the sequence. The result is acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as a low-angle composition, a glass stag, and a reflective lake surface with gentle movement. However, certain aspects described in the prompt—such as the exact depiction of the liquid moonlight flowing through the stag’s internal structure and the precise dynamics of droplets suspended in mid-air—are not consistently realized across the sequence. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical behavior: the stag’s posture, the reflective lake, and the gradual water disturbance align with plausible real-world expectations. There are no glaring inconsistencies in gravity, light interaction, or material properties, though some micro-dynamics (e.g., the timing and dispersion of suspended droplets) could be refined for tighter realism. Overall, physical consistency is solid 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": {
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+ "TA": 2.34375,
+ "MQ": 2.84375,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot scene featuring a glass stag in extreme slow motion, with a flawless, silvery liquid moonlight flowing through its internal structure as it leans over a mirror-smooth lake to drink. The sequence should show gentle dipping of the snout, ripples spreading outward, droplets suspended in mid-air, and a dreamy watercolor texture with a deep blue night background and soft color blending.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The imagery is reasonably clear and the lighting/color palette aligns with the intended mood, but there are occasional softness and minor artifacts that prevent a high-fidelity impression. The rendering of the glass stag and its interaction with water reads as plausible, yet not exceptionally sharp or detailed throughout the sequence. The result is acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as a low-angle composition, a glass stag, and a reflective lake surface with gentle movement. However, certain aspects described in the prompt—such as the exact depiction of the liquid moonlight flowing through the stag’s internal structure and the precise dynamics of droplets suspended in mid-air—are not consistently realized across the sequence. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical behavior: the stag’s posture, the reflective lake, and the gradual water disturbance align with plausible real-world expectations. There are no glaring inconsistencies in gravity, light interaction, or material properties, though some micro-dynamics (e.g., the timing and dispersion of suspended droplets) could be refined for tighter realism. Overall, physical consistency is solid 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/rl_samples/0000257/group_1/index_tensor([1593, 1593])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_1/index_tensor([1593, 1593])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4bad2c6269770aef149bb0ee186bbb06a5d0d1fc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_1/index_tensor([1593, 1593])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "high-angle, wide-angle shot triggers a slow, downward crane motion, plunging the view into a vast, biomechanical abyss reminiscent of H.R. Giger's alien structures. From an unseen source high above, a thick, iridescent black liquid cascades down in a heavy, congealed stream. This liquid has the viscous, syrupy consistency of molten tar, its obsidian surface gleaming with a petroleum-like sheen, refracting the cold, directed overhead light into ever-shifting hues of deep purple, emerald green, and metallic blue. This viscous torrent crashes into the complex structure below, clinging tenaciously to ribbed skeletal columns and vertebrae-like structures that blend organic skeletons with cold, industrial piping. The liquid cascades relentlessly downward, extending into thick, shimmering tendrils that wriggle and ooze over every chitinous plate and metal sinew, forming a slow, black cascade descending into the abyss. Stark, dramatic lighting carves deep, cavernous shadows, accentuating the dank, alien textures and creating a profoundly oppressive and unsettling atmosphere of silent, massed terror.",
+ "seed": 11877,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_1/index_1593_seed_11877_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.65625,
+ "video_score2_ta": 3.125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.75,
+ "avg": 8.78125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-angle, wide-angle shot triggers a slow, downward crane motion, plunging the view into a vast, biomechanical abyss reminiscent of H.R. Giger's alien structures. From an unseen source high above, a thick, iridescent black liquid cascades down in a heavy, congealed stream. This liquid has the viscous, syrupy consistency of molten tar, its obsidian surface gleaming with a petroleum-like sheen, refracting the cold, directed overhead light into ever-shifting hues of deep purple, emerald green, and metallic blue. This viscous torrent crashes into the complex structure below, clinging tenaciously to ribbed skeletal columns and vertebrae-like structures that blend organic skeletons with cold, industrial piping. The liquid cascades relentlessly downward, extending into thick, shimmering tendrils that wriggle and ooze over every chitinous plate and metal sinew, forming a slow, black cascade descending into the abyss. Stark, dramatic lighting carves deep, cavernous shadows, accentuating the dank, alien textures and creating a profoundly oppressive and unsettling atmosphere of silent, massed terror.",
+ "token_credit_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot triggering a slow downward crane motion, revealing a vast biomechanical structure reminiscent of H R Giger s alien architecture. A thick, iridescent black liquid cascades down in a heavy, congealed stream. The liquid has the viscous, syrupy consistency of molten tar, with an obsidian surface that gleams like petroleum, refracting cold overhead light into shifting hues of deep purple, emerald green, and metallic blue. The viscous liquid clings to ribbed skeletal columns and vertical structures that blend organic skeletons with cold industrial piping. The scene features a dramatic, stark lighting scheme that creates deep cavernous shadows, emphasizing the dark, alien textures and producing a profoundly oppressive mood of silent, massed terror.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there is a noticeable softness that reduces fine detail. The imagery remains coherent across frames, with consistent color grading and a moody atmosphere. There are no major distortions or artifacts, and transitions between frames are smooth. However, the lack of sharpness and fine texture detail lowers perceived clarity, placing the overall visual quality at a mid level.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a high-angle perspective, a downward camera motion, and a broad, cavernous setting with a dark, viscous liquid cascading down a complex structure. The composition and lighting convey an otherworldly, oppressive mood. Some aspects are only partially realized: the exact blend of organic and industrial motifs is not always clearly distinguished, and certain prompt details are not consistently emphasized. Overall, alignment is acceptable but not perfect, reflecting a mid-level correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior for a viscous liquid under gravity, with coherent interaction with the surrounding structure. Lighting and shadows support depth and atmosphere without introducing obvious inconsistencies. While some stylistic choices may exaggerate certain effects, they do not undermine basic physical plausibility. Overall, physical consistency sits at a mid level.\n\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 3, and 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": 2.65625,
+ "TA": 3.125,
+ "MQ": 3.0,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot triggering a slow downward crane motion, revealing a vast biomechanical structure reminiscent of H R Giger s alien architecture. A thick, iridescent black liquid cascades down in a heavy, congealed stream. The liquid has the viscous, syrupy consistency of molten tar, with an obsidian surface that gleams like petroleum, refracting cold overhead light into shifting hues of deep purple, emerald green, and metallic blue. The viscous liquid clings to ribbed skeletal columns and vertical structures that blend organic skeletons with cold industrial piping. The scene features a dramatic, stark lighting scheme that creates deep cavernous shadows, emphasizing the dark, alien textures and producing a profoundly oppressive mood of silent, massed terror.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there is a noticeable softness that reduces fine detail. The imagery remains coherent across frames, with consistent color grading and a moody atmosphere. There are no major distortions or artifacts, and transitions between frames are smooth. However, the lack of sharpness and fine texture detail lowers perceived clarity, placing the overall visual quality at a mid level.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a high-angle perspective, a downward camera motion, and a broad, cavernous setting with a dark, viscous liquid cascading down a complex structure. The composition and lighting convey an otherworldly, oppressive mood. Some aspects are only partially realized: the exact blend of organic and industrial motifs is not always clearly distinguished, and certain prompt details are not consistently emphasized. Overall, alignment is acceptable but not perfect, reflecting a mid-level correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior for a viscous liquid under gravity, with coherent interaction with the surrounding structure. Lighting and shadows support depth and atmosphere without introducing obvious inconsistencies. While some stylistic choices may exaggerate certain effects, they do not undermine basic physical plausibility. Overall, physical consistency sits at a mid level.\n\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 3, and Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "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 high-angle, wide-angle shot triggering a slow downward crane motion, revealing a vast biomechanical structure reminiscent of H R Giger s alien architecture. A thick, iridescent black liquid cascades down in a heavy, congealed stream. The liquid has the viscous, syrupy consistency of molten tar, with an obsidian surface that gleams like petroleum, refracting cold overhead light into shifting hues of deep purple, emerald green, and metallic blue. The viscous liquid clings to ribbed skeletal columns and vertical structures that blend organic skeletons with cold industrial piping. The scene features a dramatic, stark lighting scheme that carves deep cavernous shadows, highlighting the textures and creating an oppressive, silent massed terror atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The resolution is adequate but not high, and there are occasional soft areas and minor compression artifacts. The color grading yields a purple/blue tint that fits the mood, but some scenes show slight color inconsistencies or banding. The liquid motion is generally smooth, though a few frames exhibit minor temporal jitter. Lighting remains consistent across shots, and the composition stays coherent, but the overall sharpness and fine detail do not reach high-end levels. In sum, the visuals convey the intended atmosphere and style, but with mid-range fidelity rather than pristine clarity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt. The high-angle perspective, downward crane movement, and the depiction of a vast, organic-technological structure are clearly represented. The thick, iridescent liquid cascading down, its viscous texture, and the way it interacts with ribbed columns and vertical structures are convincingly portrayed. The color palette and lighting support the described mood, and the overall scene captures the intended sense of scale and tension. While there may be minor deviations in exact timing or micro-details, the alignment is strong and coherent with the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior for a viscous liquid interacting with a complex organic-technological structure. The liquid flows under gravity, clings to surfaces, and creates a believable cascade. Some stylization and artistic rendering are present, but they do not undermine the overall physical logic. A few moments show slightly exaggerated fluid dynamics or surface interactions, yet these remain within acceptable bounds for a mid-range realism. Overall, the physical consistency is solid 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": 2.578125,
+ "TA": 2.90625,
+ "MQ": 3.25,
+ "Overall": 8.75
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot triggering a slow downward crane motion, revealing a vast biomechanical structure reminiscent of H R Giger s alien architecture. A thick, iridescent black liquid cascades down in a heavy, congealed stream. The liquid has the viscous, syrupy consistency of molten tar, with an obsidian surface that gleams like petroleum, refracting cold overhead light into shifting hues of deep purple, emerald green, and metallic blue. The viscous liquid clings to ribbed skeletal columns and vertical structures that blend organic skeletons with cold industrial piping. The scene features a dramatic, stark lighting scheme that carves deep cavernous shadows, highlighting the textures and creating an oppressive, silent massed terror atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The resolution is adequate but not high, and there are occasional soft areas and minor compression artifacts. The color grading yields a purple/blue tint that fits the mood, but some scenes show slight color inconsistencies or banding. The liquid motion is generally smooth, though a few frames exhibit minor temporal jitter. Lighting remains consistent across shots, and the composition stays coherent, but the overall sharpness and fine detail do not reach high-end levels. In sum, the visuals convey the intended atmosphere and style, but with mid-range fidelity rather than pristine clarity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt. The high-angle perspective, downward crane movement, and the depiction of a vast, organic-technological structure are clearly represented. The thick, iridescent liquid cascading down, its viscous texture, and the way it interacts with ribbed columns and vertical structures are convincingly portrayed. The color palette and lighting support the described mood, and the overall scene captures the intended sense of scale and tension. While there may be minor deviations in exact timing or micro-details, the alignment is strong and coherent with the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior for a viscous liquid interacting with a complex organic-technological structure. The liquid flows under gravity, clings to surfaces, and creates a believable cascade. Some stylization and artistic rendering are present, but they do not undermine the overall physical logic. A few moments show slightly exaggerated fluid dynamics or surface interactions, yet these remain within acceptable bounds for a mid-range realism. Overall, the physical consistency is solid but not flawless.\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": 11879,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_1/index_1593_seed_11879_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.34375,
+ "video_score2_ta": 3.96875,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 11.25,
+ "avg": 11.265625,
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+ "question": "high-angle, wide-angle shot triggers a slow, downward crane motion, plunging the view into a vast, biomechanical abyss reminiscent of H.R. Giger's alien structures. From an unseen source high above, a thick, iridescent black liquid cascades down in a heavy, congealed stream. This liquid has the viscous, syrupy consistency of molten tar, its obsidian surface gleaming with a petroleum-like sheen, refracting the cold, directed overhead light into ever-shifting hues of deep purple, emerald green, and metallic blue. This viscous torrent crashes into the complex structure below, clinging tenaciously to ribbed skeletal columns and vertebrae-like structures that blend organic skeletons with cold, industrial piping. The liquid cascades relentlessly downward, extending into thick, shimmering tendrils that wriggle and ooze over every chitinous plate and metal sinew, forming a slow, black cascade descending into the abyss. Stark, dramatic lighting carves deep, cavernous shadows, accentuating the dank, alien textures and creating a profoundly oppressive and unsettling atmosphere of silent, massed terror.",
+ "token_credit_reward": 11.25,
+ "selected_reward": 11.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot triggering a slow downward crane motion, revealing a vast biomechanical structure reminiscent of H R Giger s alien architecture. A thick, iridescent black liquid cascades down in a heavy, congealed stream. The liquid has the viscous, syrupy consistency of molten tar, with an obsidian surface that gleams like petroleum under cold, directed overhead light. The scene should show shifting hues of deep purple, emerald green, and metallic blue as the liquid flows. The cascade should crash into a complex structure below, clinging to ribbed skeletal columns and verterbrae-like elements that blend organic skeletons with cold, industrial piping. The liquid should form thick, shimmering tendrils that wriggle and ooze over chitinous plates and metal sinews, creating a slow, dark cascade into the abyss. Stark, dramatic lighting is expected to carved deep cavernous shadows, emphasizing the damp, alien textures and producing a profoundly oppressive mood of silent, massed terror.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the imagery remains coherent, with consistent lighting and color grading that supports the moody atmosphere. There are no obvious distortions or artifacts, and the textures read clearly. However, there may be minor softness or compression effects in some frames, which prevents a perfect top-tier score. Overall, the visual quality is strong and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt, including the wide-angle perspective, the downward movement, and the presence of a dark, viscous liquid with a molten appearance. The color palette and the general mood are present, and the liquid dynamics feel plausible within the scene. However, certain elements described in the prompt are not fully realized in the footage, such as the exact integration of organic-skeletal and industrial-piping motifs and the precise interaction between the liquid and the underlying structure. The alignment is good overall but not perfect, corresponding to a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe liquid behavior appears physically plausible, with gravity-driven cascades and believable viscosity. Lighting and shadows support depth and texture, contributing to a convincing sense of space. Some aspects of the scene, such as how the liquid interacts with the intricate structural elements and the exact material properties, are not exhaustively demonstrated, leaving room for minor inconsistencies. Overall, the physical consistency is solid and aligns with a 4/5 rating.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.34375,
+ "TA": 3.96875,
+ "MQ": 3.953125,
+ "Overall": 11.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot triggering a slow downward crane motion, revealing a vast biomechanical structure reminiscent of H R Giger s alien architecture. A thick, iridescent black liquid cascades down in a heavy, congealed stream. The liquid has the viscous, syrupy consistency of molten tar, with an obsidian surface that gleams like petroleum under cold, directed overhead light. The scene should show shifting hues of deep purple, emerald green, and metallic blue as the liquid flows. The cascade should crash into a complex structure below, clinging to ribbed skeletal columns and verterbrae-like elements that blend organic skeletons with cold, industrial piping. The liquid should form thick, shimmering tendrils that wriggle and ooze over chitinous plates and metal sinews, creating a slow, dark cascade into the abyss. Stark, dramatic lighting is expected to carved deep cavernous shadows, emphasizing the damp, alien textures and producing a profoundly oppressive mood of silent, massed terror.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the imagery remains coherent, with consistent lighting and color grading that supports the moody atmosphere. There are no obvious distortions or artifacts, and the textures read clearly. However, there may be minor softness or compression effects in some frames, which prevents a perfect top-tier score. Overall, the visual quality is strong and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt, including the wide-angle perspective, the downward movement, and the presence of a dark, viscous liquid with a molten appearance. The color palette and the general mood are present, and the liquid dynamics feel plausible within the scene. However, certain elements described in the prompt are not fully realized in the footage, such as the exact integration of organic-skeletal and industrial-piping motifs and the precise interaction between the liquid and the underlying structure. The alignment is good overall but not perfect, corresponding to a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe liquid behavior appears physically plausible, with gravity-driven cascades and believable viscosity. Lighting and shadows support depth and texture, contributing to a convincing sense of space. Some aspects of the scene, such as how the liquid interacts with the intricate structural elements and the exact material properties, are not exhaustively demonstrated, leaving room for minor inconsistencies. Overall, the physical consistency is solid and aligns with a 4/5 rating.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 11880,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_1/index_1593_seed_11880_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": 2.640625,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 9.0625,
+ "avg": 9.03125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle, wide-angle shot triggers a slow, downward crane motion, plunging the view into a vast, biomechanical abyss reminiscent of H.R. Giger's alien structures. From an unseen source high above, a thick, iridescent black liquid cascades down in a heavy, congealed stream. This liquid has the viscous, syrupy consistency of molten tar, its obsidian surface gleaming with a petroleum-like sheen, refracting the cold, directed overhead light into ever-shifting hues of deep purple, emerald green, and metallic blue. This viscous torrent crashes into the complex structure below, clinging tenaciously to ribbed skeletal columns and vertebrae-like structures that blend organic skeletons with cold, industrial piping. The liquid cascades relentlessly downward, extending into thick, shimmering tendrils that wriggle and ooze over every chitinous plate and metal sinew, forming a slow, black cascade descending into the abyss. Stark, dramatic lighting carves deep, cavernous shadows, accentuating the dank, alien textures and creating a profoundly oppressive and unsettling atmosphere of silent, massed terror.",
+ "token_credit_reward": 9.0625,
+ "selected_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. 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 high-angle, wide-angle shot triggering a slow downward crane motion, revealing a vast biomechanical structure reminiscent of H R Giger s alien architecture. A thick, iridescent black liquid cascades down in a heavy, congealed stream. The liquid has the viscous, syrupy consistency of molten tar, with an obsidian surface that gleams like petroleum under cold overhead light. The scene should show shifting hues of deep purple, emerald green, and metallic blue as the liquid flows. The cascade should crash into ribbed skeletal columns and vertical structures blending organic skeletons with cold industrial piping. The liquid forms thick, shimmering tendrils that ooze over chitinous plates and metal sinews, creating a slow, dark descent into the abyss. Stark, dramatic lighting should cast deep cavernous shadows, enhancing the oppressive mood of silent massed terror.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent blue-purple palette and moody lighting. The resolution is adequate but not high, with some softness and occasional compression artifacts. The imagery remains coherent and legible, though fine details are not always crisp. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the downward camera movement, the presence of a dark liquid, and the general color scheme. However, certain aspects are only partially realized or ambiguous, such as the precise integration of organic and industrial motifs and the exact depiction of the liquid’s viscosity and interaction with surfaces. The alignment is acceptable but not fully faithful to all prompt specifics.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible interaction between liquid and structural elements, with gravity guiding the cascade and surfaces responding to contact. Lighting and shadows support depth and realism. Some micro-physics cues feel slightly stylized or simplified, resulting in a moderate level of physical plausibility overall.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate fidelity to the prompt across all three dimensions. It achieves a balanced representation without strong deviations in any single aspect.\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": 3.40625,
+ "MQ": 2.984375,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot triggering a slow downward crane motion, revealing a vast biomechanical structure reminiscent of H R Giger s alien architecture. A thick, iridescent black liquid cascades down in a heavy, congealed stream. The liquid has the viscous, syrupy consistency of molten tar, with an obsidian surface that gleams like petroleum under cold overhead light. The scene should show shifting hues of deep purple, emerald green, and metallic blue as the liquid flows. The cascade should crash into ribbed skeletal columns and vertical structures blending organic skeletons with cold industrial piping. The liquid forms thick, shimmering tendrils that ooze over chitinous plates and metal sinews, creating a slow, dark descent into the abyss. Stark, dramatic lighting should cast deep cavernous shadows, enhancing the oppressive mood of silent massed terror.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent blue-purple palette and moody lighting. The resolution is adequate but not high, with some softness and occasional compression artifacts. The imagery remains coherent and legible, though fine details are not always crisp. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the downward camera movement, the presence of a dark liquid, and the general color scheme. However, certain aspects are only partially realized or ambiguous, such as the precise integration of organic and industrial motifs and the exact depiction of the liquid’s viscosity and interaction with surfaces. The alignment is acceptable but not fully faithful to all prompt specifics.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible interaction between liquid and structural elements, with gravity guiding the cascade and surfaces responding to contact. Lighting and shadows support depth and realism. Some micro-physics cues feel slightly stylized or simplified, resulting in a moderate level of physical plausibility overall.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate fidelity to the prompt across all three dimensions. It achieves a balanced representation without strong deviations in any single aspect.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_10/index_tensor([1797, 1797])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_10/index_tensor([1797, 1797])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d02f8a5b84f7aa01b55850faa2284bec039749a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_10/index_tensor([1797, 1797])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "shot that begins at a low angle, then slowly tilts upward and pans in an arc as the subject rises, perfectly capturing the fantastical scene captured in Miyazaki's exquisitely detailed style. Soft morning sunlight filters through the bamboo grove, casting dappled shadows across the surface of a tranquil, intricately constructed bamboo house. A handsome young man, dressed in a wide-sleeved white cotton and linen robe, places his feet firmly on an ancient bronze sword emitting a faint green halo, poised to soar into the sky. As the bullet-time effect activates, the world seems to be slowed down. A determined, focused expression on his face, his body leaning slightly forward, a powerful, visible, transparent current suddenly expands from him, sweeping up a few fallen leaves from the moss-covered stone steps, forming a slowly swirling vortex in the air. His long, black hair, the headband tied at the back of his head, and the wide white sleeves of his robe are lifted backward by this invisible force, frozen in a graceful and dynamic flying posture in the air, with every detail of the fold clearly visible. The camera slowly pulls up, revealing the layered green mountains in the background looming in the morning mist. The entire picture is filled with soft colors, delicate lines, and a hand-painted texture, creating a poetic atmosphere of tranquility yet imbued with tremendous power.",
+ "seed": 20057,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_10/index_1797_seed_20057_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.234375,
+ "video_score2_ta": 2.640625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 7.71875,
+ "avg": 7.71875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "shot that begins at a low angle, then slowly tilts upward and pans in an arc as the subject rises, perfectly capturing the fantastical scene captured in Miyazaki's exquisitely detailed style. Soft morning sunlight filters through the bamboo grove, casting dappled shadows across the surface of a tranquil, intricately constructed bamboo house. A handsome young man, dressed in a wide-sleeved white cotton and linen robe, places his feet firmly on an ancient bronze sword emitting a faint green halo, poised to soar into the sky. As the bullet-time effect activates, the world seems to be slowed down. A determined, focused expression on his face, his body leaning slightly forward, a powerful, visible, transparent current suddenly expands from him, sweeping up a few fallen leaves from the moss-covered stone steps, forming a slowly swirling vortex in the air. His long, black hair, the headband tied at the back of his head, and the wide white sleeves of his robe are lifted backward by this invisible force, frozen in a graceful and dynamic flying posture in the air, with every detail of the fold clearly visible. The camera slowly pulls up, revealing the layered green mountains in the background looming in the morning mist. The entire picture is filled with soft colors, delicate lines, and a hand-painted texture, creating a poetic atmosphere of tranquility yet imbued with tremendous power.",
+ "token_credit_reward": 7.71875,
+ "selected_reward": 7.71875,
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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 cinematic sequence featuring a young man in a white robe wielding a sword, set in a bamboo grove with a traditional house, a low-angle shot that tilts upward, a gentle morning light, and a fantasy moment where the character hovers with a green energy current, surrounded by swirling leaves and a misty mountain backdrop. The description emphasizes a Miyazaki-inspired aesthetic with soft colors and delicate lines.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. There are occasional motion blur during action moments and some compression artifacts, but the imagery remains legible and coherent. Lighting and color grading are generally consistent, though not exceptionally refined, and there are no pervasive distortions or color shifts. The result is acceptable but not high-fidelity, aligning with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes several prompt elements such as a young man in a white robe, a sword, a bamboo setting, and a green energy motif, and it employs a low-angle progression. However, key aspects of the prompt—specifically the precise arc of the pan, the exact pose and timing of the hover, and the described ethereal, hand-painted aesthetic—are not fully realized. Overall, the alignment sits in the middle range rather than being strong or weak.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical realism. The character’s hovering and energy interactions feel stylized rather than physically plausible, and some motions appear exaggerated or disconnected from real-world physics. While the fantasy context allows liberties, these moments reduce overall common-sense coherence.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.234375,
+ "TA": 2.640625,
+ "MQ": 2.84375,
+ "Overall": 7.71875
+ }
+ }
+ ],
+ "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 cinematic sequence featuring a young man in a white robe wielding a sword, set in a bamboo grove with a traditional house, a low-angle shot that tilts upward, a gentle morning light, and a fantasy moment where the character hovers with a green energy current, surrounded by swirling leaves and a misty mountain backdrop. The description emphasizes a Miyazaki-inspired aesthetic with soft colors and delicate lines.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. There are occasional motion blur during action moments and some compression artifacts, but the imagery remains legible and coherent. Lighting and color grading are generally consistent, though not exceptionally refined, and there are no pervasive distortions or color shifts. The result is acceptable but not high-fidelity, aligning with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes several prompt elements such as a young man in a white robe, a sword, a bamboo setting, and a green energy motif, and it employs a low-angle progression. However, key aspects of the prompt—specifically the precise arc of the pan, the exact pose and timing of the hover, and the described ethereal, hand-painted aesthetic—are not fully realized. Overall, the alignment sits in the middle range rather than being strong or weak.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical realism. The character’s hovering and energy interactions feel stylized rather than physically plausible, and some motions appear exaggerated or disconnected from real-world physics. While the fantasy context allows liberties, these moments reduce overall common-sense coherence.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 20058,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_10/index_1797_seed_20058_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.46875,
+ "video_score2_ta": 2.765625,
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+ "video_score2_overall": 8.375,
+ "avg": 8.34375,
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+ "question": "shot that begins at a low angle, then slowly tilts upward and pans in an arc as the subject rises, perfectly capturing the fantastical scene captured in Miyazaki's exquisitely detailed style. Soft morning sunlight filters through the bamboo grove, casting dappled shadows across the surface of a tranquil, intricately constructed bamboo house. A handsome young man, dressed in a wide-sleeved white cotton and linen robe, places his feet firmly on an ancient bronze sword emitting a faint green halo, poised to soar into the sky. As the bullet-time effect activates, the world seems to be slowed down. A determined, focused expression on his face, his body leaning slightly forward, a powerful, visible, transparent current suddenly expands from him, sweeping up a few fallen leaves from the moss-covered stone steps, forming a slowly swirling vortex in the air. His long, black hair, the headband tied at the back of his head, and the wide white sleeves of his robe are lifted backward by this invisible force, frozen in a graceful and dynamic flying posture in the air, with every detail of the fold clearly visible. The camera slowly pulls up, revealing the layered green mountains in the background looming in the morning mist. The entire picture is filled with soft colors, delicate lines, and a hand-painted texture, creating a poetic atmosphere of tranquility yet imbued with tremendous power.",
+ "token_credit_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young man in a white robe wielding a bronze sword with a green glow, set in a bamboo grove near a traditional bamboo house, with a sunrise mood and a dynamic pose that suggests flight. The description includes a tilt-up camera movement, a visible energy current, and a swirling vortex of leaves, all rendered in a Miyazaki-inspired hand-painted aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during action moments. The color palette remains warm and soft, with occasional processing artifacts that slightly reduce sharpness. The sequence maintains a cohesive look, though it does not reach high-fidelity detail throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are present: a young man in a white robe, a bronze sword with a green glow, a bamboo setting, and a sunrise ambiance. The arc-like camera movement and the implied energy dynamics are conveyed, and the character’s forward-leaning pose aligns with the described intent. Some finer details—such as precise leaf dynamics or exact timing of the energy surge—are less explicit, but the main narrative cues are well captured.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with coherent lighting and spatial relationships. However, certain dynamic effects (e.g., the energy current interacting with leaves or the exact trajectory of the sword) are stylized rather than physically exact, which keeps the depiction plausible while not guaranteeing strict realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.46875,
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+ "MQ": 3.109375,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "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 cinematic sequence featuring a young man in a white robe wielding a bronze sword with a green glow, set in a bamboo grove near a traditional bamboo house, with a sunrise mood and a dynamic pose that suggests flight. The description includes a tilt-up camera movement, a visible energy current, and a swirling vortex of leaves, all rendered in a Miyazaki-inspired hand-painted aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during action moments. The color palette remains warm and soft, with occasional processing artifacts that slightly reduce sharpness. The sequence maintains a cohesive look, though it does not reach high-fidelity detail throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are present: a young man in a white robe, a bronze sword with a green glow, a bamboo setting, and a sunrise ambiance. The arc-like camera movement and the implied energy dynamics are conveyed, and the character’s forward-leaning pose aligns with the described intent. Some finer details—such as precise leaf dynamics or exact timing of the energy surge—are less explicit, but the main narrative cues are well captured.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with coherent lighting and spatial relationships. However, certain dynamic effects (e.g., the energy current interacting with leaves or the exact trajectory of the sword) are stylized rather than physically exact, which keeps the depiction plausible while not guaranteeing strict realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "shot that begins at a low angle, then slowly tilts upward and pans in an arc as the subject rises, perfectly capturing the fantastical scene captured in Miyazaki's exquisitely detailed style. Soft morning sunlight filters through the bamboo grove, casting dappled shadows across the surface of a tranquil, intricately constructed bamboo house. A handsome young man, dressed in a wide-sleeved white cotton and linen robe, places his feet firmly on an ancient bronze sword emitting a faint green halo, poised to soar into the sky. As the bullet-time effect activates, the world seems to be slowed down. A determined, focused expression on his face, his body leaning slightly forward, a powerful, visible, transparent current suddenly expands from him, sweeping up a few fallen leaves from the moss-covered stone steps, forming a slowly swirling vortex in the air. His long, black hair, the headband tied at the back of his head, and the wide white sleeves of his robe are lifted backward by this invisible force, frozen in a graceful and dynamic flying posture in the air, with every detail of the fold clearly visible. The camera slowly pulls up, revealing the layered green mountains in the background looming in the morning mist. The entire picture is filled with soft colors, delicate lines, and a hand-painted texture, creating a poetic atmosphere of tranquility yet imbued with tremendous power.",
+ "seed": 20059,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_10/index_1797_seed_20059_dp_21_rank_42_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 2.859375,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 8.9375,
+ "avg": 8.90625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "shot that begins at a low angle, then slowly tilts upward and pans in an arc as the subject rises, perfectly capturing the fantastical scene captured in Miyazaki's exquisitely detailed style. Soft morning sunlight filters through the bamboo grove, casting dappled shadows across the surface of a tranquil, intricately constructed bamboo house. A handsome young man, dressed in a wide-sleeved white cotton and linen robe, places his feet firmly on an ancient bronze sword emitting a faint green halo, poised to soar into the sky. As the bullet-time effect activates, the world seems to be slowed down. A determined, focused expression on his face, his body leaning slightly forward, a powerful, visible, transparent current suddenly expands from him, sweeping up a few fallen leaves from the moss-covered stone steps, forming a slowly swirling vortex in the air. His long, black hair, the headband tied at the back of his head, and the wide white sleeves of his robe are lifted backward by this invisible force, frozen in a graceful and dynamic flying posture in the air, with every detail of the fold clearly visible. The camera slowly pulls up, revealing the layered green mountains in the background looming in the morning mist. The entire picture is filled with soft colors, delicate lines, and a hand-painted texture, creating a poetic atmosphere of tranquility yet imbued with tremendous power.",
+ "token_credit_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young man in a white robe wielding a bronze sword with a green halo, set in a bamboo grove near a traditional bamboo house, with a low-angle shot that tilts upward and pans in an arc as the subject rises. The scene should include a determined expression, a visible power current, and a slow-motion feel, culminating in a tranquil yet powerful moment with layered green mountains in the background and a hand-painted aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable motion blur during action moments, which reduces sharpness. The color grading yields a soft, dreamy look with pinks/purples, and lighting remains consistent across shots. There are no major distortions or artifacts, and the composition stays coherent; however, the overall crispness is not high due to blur and some softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man in a white robe, a bronze sword with a green glow, a bamboo setting, a low-to-high camera arc, and a tranquil yet powerful mood. Some finer details—such as the exact facial expression intensity and the precise dynamics of the power current—are present but not fully explicit, leaving minor gaps in perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s pose and the environmental context read plausibly, and the sword and robe behave in a believable manner within the stylized setting. However, certain magical effects and their interactions with the environment are not fully grounded in real-world physics, resulting in occasional mild inconsistencies in how the energy and surroundings interact.\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": 2.859375,
+ "MQ": 3.171875,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young man in a white robe wielding a bronze sword with a green halo, set in a bamboo grove near a traditional bamboo house, with a low-angle shot that tilts upward and pans in an arc as the subject rises. The scene should include a determined expression, a visible power current, and a slow-motion feel, culminating in a tranquil yet powerful moment with layered green mountains in the background and a hand-painted aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable motion blur during action moments, which reduces sharpness. The color grading yields a soft, dreamy look with pinks/purples, and lighting remains consistent across shots. There are no major distortions or artifacts, and the composition stays coherent; however, the overall crispness is not high due to blur and some softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man in a white robe, a bronze sword with a green glow, a bamboo setting, a low-to-high camera arc, and a tranquil yet powerful mood. Some finer details—such as the exact facial expression intensity and the precise dynamics of the power current—are present but not fully explicit, leaving minor gaps in perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s pose and the environmental context read plausibly, and the sword and robe behave in a believable manner within the stylized setting. However, certain magical effects and their interactions with the environment are not fully grounded in real-world physics, resulting in occasional mild inconsistencies in how the energy and surroundings interact.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "shot that begins at a low angle, then slowly tilts upward and pans in an arc as the subject rises, perfectly capturing the fantastical scene captured in Miyazaki's exquisitely detailed style. Soft morning sunlight filters through the bamboo grove, casting dappled shadows across the surface of a tranquil, intricately constructed bamboo house. A handsome young man, dressed in a wide-sleeved white cotton and linen robe, places his feet firmly on an ancient bronze sword emitting a faint green halo, poised to soar into the sky. As the bullet-time effect activates, the world seems to be slowed down. A determined, focused expression on his face, his body leaning slightly forward, a powerful, visible, transparent current suddenly expands from him, sweeping up a few fallen leaves from the moss-covered stone steps, forming a slowly swirling vortex in the air. His long, black hair, the headband tied at the back of his head, and the wide white sleeves of his robe are lifted backward by this invisible force, frozen in a graceful and dynamic flying posture in the air, with every detail of the fold clearly visible. The camera slowly pulls up, revealing the layered green mountains in the background looming in the morning mist. The entire picture is filled with soft colors, delicate lines, and a hand-painted texture, creating a poetic atmosphere of tranquility yet imbued with tremendous power.",
+ "seed": 20060,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_10/index_1797_seed_20060_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 2.84375,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 8.9375,
+ "avg": 8.921875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "shot that begins at a low angle, then slowly tilts upward and pans in an arc as the subject rises, perfectly capturing the fantastical scene captured in Miyazaki's exquisitely detailed style. Soft morning sunlight filters through the bamboo grove, casting dappled shadows across the surface of a tranquil, intricately constructed bamboo house. A handsome young man, dressed in a wide-sleeved white cotton and linen robe, places his feet firmly on an ancient bronze sword emitting a faint green halo, poised to soar into the sky. As the bullet-time effect activates, the world seems to be slowed down. A determined, focused expression on his face, his body leaning slightly forward, a powerful, visible, transparent current suddenly expands from him, sweeping up a few fallen leaves from the moss-covered stone steps, forming a slowly swirling vortex in the air. His long, black hair, the headband tied at the back of his head, and the wide white sleeves of his robe are lifted backward by this invisible force, frozen in a graceful and dynamic flying posture in the air, with every detail of the fold clearly visible. The camera slowly pulls up, revealing the layered green mountains in the background looming in the morning mist. The entire picture is filled with soft colors, delicate lines, and a hand-painted texture, creating a poetic atmosphere of tranquility yet imbued with tremendous power.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young man in a white robe wielding a magical sword, set within a bamboo grove and a misty mountain landscape. The intended visuals emphasize a Miyazaki-inspired aesthetic with soft lighting, flowing robes, and a dynamic, ethereal mood. The description includes a low-angle opening, a gradual tilt, an arc-shaped pan, and a moment where the character appears to fly while a green energy current emanates from him, interacting with the environment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and setting, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The color palette remains soft and atmospheric, and the lighting supports the dreamlike vibe, though some fine details are not consistently crisp across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man in a white robe, a bamboo setting, and a misty mountain backdrop with a low-angle progression and a tilt-up arc. The presence of a green energy current and the implied flight pose aligns with the described dynamics. Some nuanced aspects—such as the exact facial expression and the precise interaction between the energy current and the surroundings—are not fully realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The motion and energy effects are stylized rather than physically grounded, which is acceptable for a fantasy context. There are no glaring logical contradictions, but the dynamics rely on artistic interpretation rather than strict real-world physics, resulting in a balanced 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": 2.890625,
+ "TA": 2.84375,
+ "MQ": 3.1875,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence featuring a young man in a white robe wielding a magical sword, set within a bamboo grove and a misty mountain landscape. The intended visuals emphasize a Miyazaki-inspired aesthetic with soft lighting, flowing robes, and a dynamic, ethereal mood. The description includes a low-angle opening, a gradual tilt, an arc-shaped pan, and a moment where the character appears to fly while a green energy current emanates from him, interacting with the environment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and setting, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The color palette remains soft and atmospheric, and the lighting supports the dreamlike vibe, though some fine details are not consistently crisp across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man in a white robe, a bamboo setting, and a misty mountain backdrop with a low-angle progression and a tilt-up arc. The presence of a green energy current and the implied flight pose aligns with the described dynamics. Some nuanced aspects—such as the exact facial expression and the precise interaction between the energy current and the surroundings—are not fully realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The motion and energy effects are stylized rather than physically grounded, which is acceptable for a fantasy context. There are no glaring logical contradictions, but the dynamics rely on artistic interpretation rather than strict real-world physics, resulting in a balanced 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_11/index_tensor([4088, 4088])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_11/index_tensor([4088, 4088])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c96921f153dae154b51968f7134252b22fa2f402
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_11/index_tensor([4088, 4088])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic low-angle tracking shot captures a renegade general's mad charge across a chaotic battlefield, the entire scene rendered in a silent splash art style. His imposing armor, forged from scarred, dark steel, is textured with visceral crimson and thick splatters of earth that seem to splash across the frame. From beneath a menacing horned helmet, his face is a mask of grim determination, filled with a fierce roar. He wields a massive, double-bladed staff with terrifying expertise; the weapon becomes a continuous blur of deadly steel, swirling and winding through the air, clearing a path. His powerful strides churn the muddy ground, each step packing a powerful punch, while the background dissolves into swirls of smoky air, the flash of distant explosions, and the blurred shapes of armies clashing beneath a wounded, gloomy sky. Heavy, natural motion blur follows his every move, scribbling across the environment and the arc of his weapon to enhance the raw speed and brutal intensity of his unstoppable advance, creating an atmosphere of pure, dynamic fury.",
+ "seed": 24151,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_11/index_4088_seed_24151_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.5,
+ "avg": 9.53125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot captures a renegade general's mad charge across a chaotic battlefield, the entire scene rendered in a silent splash art style. His imposing armor, forged from scarred, dark steel, is textured with visceral crimson and thick splatters of earth that seem to splash across the frame. From beneath a menacing horned helmet, his face is a mask of grim determination, filled with a fierce roar. He wields a massive, double-bladed staff with terrifying expertise; the weapon becomes a continuous blur of deadly steel, swirling and winding through the air, clearing a path. His powerful strides churn the muddy ground, each step packing a powerful punch, while the background dissolves into swirls of smoky air, the flash of distant explosions, and the blurred shapes of armies clashing beneath a wounded, gloomy sky. Heavy, natural motion blur follows his every move, scribbling across the environment and the arc of his weapon to enhance the raw speed and brutal intensity of his unstoppable advance, creating an atmosphere of pure, dynamic fury.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a Renegade General's mad charge across a chaotic battlefield, rendered in a silent splash art style. The scene emphasizes imposing armor, a massive double-bladed staff, and a visceral battlefield atmosphere with heavy motion blur and smoky background elements.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some artifacting, particularly around fast-moving weapon effects. The painterly/splash-art aesthetic is present but not consistently applied throughout, leading to uneven visual fidelity. The sequence remains readable, with the character clearly identifiable and the action conveyed, though fine details are occasionally blurred.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a horned helmeted figure, a chaotic battlefield, and a large double-bladed staff wielded with dynamic motion. The silent splash art style is suggested but not uniformly realized. The scene conveys the intended mood and sequence well, with only minor deviations in stylistic execution.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the weapon handling reads as believable within the stylized framework. Some motion blur and environmental interactions are stylized rather than strictly physically accurate, which slightly reduces realism but does not break the overall coherence of the action.\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": 2.96875,
+ "TA": 3.53125,
+ "MQ": 3.03125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a Renegade General's mad charge across a chaotic battlefield, rendered in a silent splash art style. The scene emphasizes imposing armor, a massive double-bladed staff, and a visceral battlefield atmosphere with heavy motion blur and smoky background elements.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some artifacting, particularly around fast-moving weapon effects. The painterly/splash-art aesthetic is present but not consistently applied throughout, leading to uneven visual fidelity. The sequence remains readable, with the character clearly identifiable and the action conveyed, though fine details are occasionally blurred.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a horned helmeted figure, a chaotic battlefield, and a large double-bladed staff wielded with dynamic motion. The silent splash art style is suggested but not uniformly realized. The scene conveys the intended mood and sequence well, with only minor deviations in stylistic execution.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the weapon handling reads as believable within the stylized framework. Some motion blur and environmental interactions are stylized rather than strictly physically accurate, which slightly reduces realism but does not break the overall coherence of the action.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic low-angle tracking shot captures a renegade general's mad charge across a chaotic battlefield, the entire scene rendered in a silent splash art style. His imposing armor, forged from scarred, dark steel, is textured with visceral crimson and thick splatters of earth that seem to splash across the frame. From beneath a menacing horned helmet, his face is a mask of grim determination, filled with a fierce roar. He wields a massive, double-bladed staff with terrifying expertise; the weapon becomes a continuous blur of deadly steel, swirling and winding through the air, clearing a path. His powerful strides churn the muddy ground, each step packing a powerful punch, while the background dissolves into swirls of smoky air, the flash of distant explosions, and the blurred shapes of armies clashing beneath a wounded, gloomy sky. Heavy, natural motion blur follows his every move, scribbling across the environment and the arc of his weapon to enhance the raw speed and brutal intensity of his unstoppable advance, creating an atmosphere of pure, dynamic fury.",
+ "seed": 24152,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_11/index_4088_seed_24152_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 3.921875,
+ "video_score2_mq": 3.8125,
+ "video_score2_overall": 11.0625,
+ "avg": 11.046875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot captures a renegade general's mad charge across a chaotic battlefield, the entire scene rendered in a silent splash art style. His imposing armor, forged from scarred, dark steel, is textured with visceral crimson and thick splatters of earth that seem to splash across the frame. From beneath a menacing horned helmet, his face is a mask of grim determination, filled with a fierce roar. He wields a massive, double-bladed staff with terrifying expertise; the weapon becomes a continuous blur of deadly steel, swirling and winding through the air, clearing a path. His powerful strides churn the muddy ground, each step packing a powerful punch, while the background dissolves into swirls of smoky air, the flash of distant explosions, and the blurred shapes of armies clashing beneath a wounded, gloomy sky. Heavy, natural motion blur follows his every move, scribbling across the environment and the arc of his weapon to enhance the raw speed and brutal intensity of his unstoppable advance, creating an atmosphere of pure, dynamic fury.",
+ "token_credit_reward": 11.0625,
+ "selected_reward": 11.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a renegade general charging across a chaotic battlefield in a silent splash art style. The scene emphasizes imposing armor, a massive double-bladed staff, and a visceral, high-intensity charge through a smoky, explosive environment. The overall intent is to convey extreme speed, brutality, and a sense of invincibility.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent painterly/splash-art aesthetic with strong color contrast and a cohesive moody atmosphere. The general remains clearly defined against the background, and the composition stays legible throughout. However, there are occasional minor softness or artifact hints in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the low-angle tracking shot, the central armored figure, the chaotic battlefield, and the silent splash-art treatment are well represented. The massive double-bladed staff and the general’s roaring presence are evident, and the smoky, explosive backdrop supports the intended mood. Some nuanced aspects—such as the exact dynamics of the weapon’s continuous blur and the precise synchronization between movement and environmental effects—are not perfectly realized, resulting in a strong but not perfect alignment (score 4).\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent physical behavior: the armor, weapon handling, and environmental interactions feel plausible within the stylized framework. There are no glaring inconsistencies, though a few micro-physics cues (e.g., timing of weapon swings, scale relationships with the background) could be tightened to reach perfect realism. Overall, Physical Consistency is solid (score 4).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 3.921875,
+ "MQ": 3.8125,
+ "Overall": 11.0625
+ }
+ }
+ ],
+ "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 tracking shot featuring a renegade general charging across a chaotic battlefield in a silent splash art style. The scene emphasizes imposing armor, a massive double-bladed staff, and a visceral, high-intensity charge through a smoky, explosive environment. The overall intent is to convey extreme speed, brutality, and a sense of invincibility.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent painterly/splash-art aesthetic with strong color contrast and a cohesive moody atmosphere. The general remains clearly defined against the background, and the composition stays legible throughout. However, there are occasional minor softness or artifact hints in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the low-angle tracking shot, the central armored figure, the chaotic battlefield, and the silent splash-art treatment are well represented. The massive double-bladed staff and the general’s roaring presence are evident, and the smoky, explosive backdrop supports the intended mood. Some nuanced aspects—such as the exact dynamics of the weapon’s continuous blur and the precise synchronization between movement and environmental effects—are not perfectly realized, resulting in a strong but not perfect alignment (score 4).\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent physical behavior: the armor, weapon handling, and environmental interactions feel plausible within the stylized framework. There are no glaring inconsistencies, though a few micro-physics cues (e.g., timing of weapon swings, scale relationships with the background) could be tightened to reach perfect realism. Overall, Physical Consistency is solid (score 4).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 24153,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_11/index_4088_seed_24153_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "group_idx": 11,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.71875,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.75,
+ "avg": 9.78125,
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+ "question": "dynamic low-angle tracking shot captures a renegade general's mad charge across a chaotic battlefield, the entire scene rendered in a silent splash art style. His imposing armor, forged from scarred, dark steel, is textured with visceral crimson and thick splatters of earth that seem to splash across the frame. From beneath a menacing horned helmet, his face is a mask of grim determination, filled with a fierce roar. He wields a massive, double-bladed staff with terrifying expertise; the weapon becomes a continuous blur of deadly steel, swirling and winding through the air, clearing a path. His powerful strides churn the muddy ground, each step packing a powerful punch, while the background dissolves into swirls of smoky air, the flash of distant explosions, and the blurred shapes of armies clashing beneath a wounded, gloomy sky. Heavy, natural motion blur follows his every move, scribbling across the environment and the arc of his weapon to enhance the raw speed and brutal intensity of his unstoppable advance, creating an atmosphere of pure, dynamic fury.",
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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 tracking shot featuring a renegade general charging across a chaotic battlefield in a silent splash art style. The scene emphasizes imposing armor, a massive double-bladed staff, and a visceral, high-intensity charge through a smoky, war-torn environment. The overall intent is to convey raw speed, brutal intensity, and a sense of unstoppable momentum.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, which reduces fine detail and edge sharpness. The painterly, atmospheric treatment aligns with the intended stylistic direction, yet it introduces a degree of haziness that slightly diminishes clarity. The sequence remains coherent, with consistent lighting and color palette, and no major distortions or artifacts. The composition and framing support the action, though the softness limits peak visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle tracking shot, a central armored figure, a chaotic battlefield, and a silent splash-art aesthetic. The general’s imposing armor, the massive double-bladed staff, and the dynamic charging motion are well represented. Some nuanced aspects—such as facial expressiveness and the subtler environmental effects—are present but not fully realized, leaving room for minor refinements while maintaining overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the weapon handling reads as believable within the stylized framework. However, there are occasional inconsistencies in how the staff interacts with the environment and in the physics of ground contact during rapid movement, which slightly undermines full realism. The scene communicates the intended dynamics and maintains internal coherence, but these subtle issues prevent a higher level of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.71875,
+ "MQ": 3.015625,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a renegade general charging across a chaotic battlefield in a silent splash art style. The scene emphasizes imposing armor, a massive double-bladed staff, and a visceral, high-intensity charge through a smoky, war-torn environment. The overall intent is to convey raw speed, brutal intensity, and a sense of unstoppable momentum.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, which reduces fine detail and edge sharpness. The painterly, atmospheric treatment aligns with the intended stylistic direction, yet it introduces a degree of haziness that slightly diminishes clarity. The sequence remains coherent, with consistent lighting and color palette, and no major distortions or artifacts. The composition and framing support the action, though the softness limits peak visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle tracking shot, a central armored figure, a chaotic battlefield, and a silent splash-art aesthetic. The general’s imposing armor, the massive double-bladed staff, and the dynamic charging motion are well represented. Some nuanced aspects—such as facial expressiveness and the subtler environmental effects—are present but not fully realized, leaving room for minor refinements while maintaining overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the weapon handling reads as believable within the stylized framework. However, there are occasional inconsistencies in how the staff interacts with the environment and in the physics of ground contact during rapid movement, which slightly undermines full realism. The scene communicates the intended dynamics and maintains internal coherence, but these subtle issues prevent a higher level of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic low-angle tracking shot captures a renegade general's mad charge across a chaotic battlefield, the entire scene rendered in a silent splash art style. His imposing armor, forged from scarred, dark steel, is textured with visceral crimson and thick splatters of earth that seem to splash across the frame. From beneath a menacing horned helmet, his face is a mask of grim determination, filled with a fierce roar. He wields a massive, double-bladed staff with terrifying expertise; the weapon becomes a continuous blur of deadly steel, swirling and winding through the air, clearing a path. His powerful strides churn the muddy ground, each step packing a powerful punch, while the background dissolves into swirls of smoky air, the flash of distant explosions, and the blurred shapes of armies clashing beneath a wounded, gloomy sky. Heavy, natural motion blur follows his every move, scribbling across the environment and the arc of his weapon to enhance the raw speed and brutal intensity of his unstoppable advance, creating an atmosphere of pure, dynamic fury.",
+ "seed": 24154,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_11/index_4088_seed_24154_dp_23_rank_46_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.265625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.4375,
+ "avg": 9.4375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot captures a renegade general's mad charge across a chaotic battlefield, the entire scene rendered in a silent splash art style. His imposing armor, forged from scarred, dark steel, is textured with visceral crimson and thick splatters of earth that seem to splash across the frame. From beneath a menacing horned helmet, his face is a mask of grim determination, filled with a fierce roar. He wields a massive, double-bladed staff with terrifying expertise; the weapon becomes a continuous blur of deadly steel, swirling and winding through the air, clearing a path. His powerful strides churn the muddy ground, each step packing a powerful punch, while the background dissolves into swirls of smoky air, the flash of distant explosions, and the blurred shapes of armies clashing beneath a wounded, gloomy sky. Heavy, natural motion blur follows his every move, scribbling across the environment and the arc of his weapon to enhance the raw speed and brutal intensity of his unstoppable advance, creating an atmosphere of pure, dynamic fury.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a Renegade General's mad charge across a chaotic battlefield rendered in a silent splash art style. The scene emphasizes imposing armor, a massive double-bladed staff, and a visceral battlefield atmosphere with heavy motion blur and smoky background elements.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in armor and weapon, but there are noticeable issues that prevent a higher rating. Occasional motion blur and some artifacting reduce sharpness, and a few frames exhibit mild distortions or color inconsistencies. Lighting remains generally stable, yet the overall polish is not at the level of top-tier renders. In sum, the video presents a serviceable but not exceptional visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a central armored figure, and a chaotic battlefield with smoky background. The silent splash art aesthetic is present, and the general's appearance and weapon are recognizable. Some finer details such as exact staff dynamics and precise environmental effects are not perfectly matched, but the major components align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character's proportions and armor fit appear plausible, and the battlefield environment maintains coherent spatial relationships. However, there are occasional inconsistencies in weapon handling and motion dynamics, and some interactions with the environment feel slightly off, which prevents a higher score.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.265625,
+ "MQ": 3.0625,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a Renegade General's mad charge across a chaotic battlefield rendered in a silent splash art style. The scene emphasizes imposing armor, a massive double-bladed staff, and a visceral battlefield atmosphere with heavy motion blur and smoky background elements.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in armor and weapon, but there are noticeable issues that prevent a higher rating. Occasional motion blur and some artifacting reduce sharpness, and a few frames exhibit mild distortions or color inconsistencies. Lighting remains generally stable, yet the overall polish is not at the level of top-tier renders. In sum, the video presents a serviceable but not exceptional visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a central armored figure, and a chaotic battlefield with smoky background. The silent splash art aesthetic is present, and the general's appearance and weapon are recognizable. Some finer details such as exact staff dynamics and precise environmental effects are not perfectly matched, but the major components align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character's proportions and armor fit appear plausible, and the battlefield environment maintains coherent spatial relationships. However, there are occasional inconsistencies in weapon handling and motion dynamics, and some interactions with the environment feel slightly off, which prevents a higher score.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_12/index_tensor([539, 539])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_12/index_tensor([539, 539])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..08aa3c95868e4b8a2d3a2f58355d01de9b5c1bb0
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_12/index_tensor([539, 539])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Cinematographically captured in Narahara Ichitaka's signature high-contrast black-and-white style, an extreme slow-motion side-on medium shot follows, showing a massive B-17 Flying Fortress bomber struggling to navigate a swirling sea of dense clouds. The cold metal fuselage, bathed in diffuse light filtered by the clouds, displays a rich palette of tones, from bright silver to dark gray. The rivets and seams are clearly visible in the harsh light. The camera focuses on its broad wings, buffeted by the powerful and volatile airflow, bending up and down in a surreal, slow, yet powerful rhythm. Visible, ripple-like stress ripples appear across the metal skin, each subtle vibration and deformation imbued with breathtaking tension. Beside the massive radial engine casing, the nearly frozen propeller blades slowly slice through the cotton-wool clouds. The momentary vortex created by the wing tips as they pierce the cloud layer, in the extreme slow-motion, resembles a frozen sculpture. The entire picture is shrouded in a solemn and oppressive atmosphere, with deep shadows and dazzling highlights intertwined, showing the tragic struggle of industrial creations in the face of the magnificent and ruthless forces of nature, presenting an awe-inspiring, almost static aesthetic of violence.",
+ "seed": 22503,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_12/index_539_seed_22503_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 3.234375,
+ "video_score2_ta": 1.859375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.125,
+ "avg": 8.125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Cinematographically captured in Narahara Ichitaka's signature high-contrast black-and-white style, an extreme slow-motion side-on medium shot follows, showing a massive B-17 Flying Fortress bomber struggling to navigate a swirling sea of dense clouds. The cold metal fuselage, bathed in diffuse light filtered by the clouds, displays a rich palette of tones, from bright silver to dark gray. The rivets and seams are clearly visible in the harsh light. The camera focuses on its broad wings, buffeted by the powerful and volatile airflow, bending up and down in a surreal, slow, yet powerful rhythm. Visible, ripple-like stress ripples appear across the metal skin, each subtle vibration and deformation imbued with breathtaking tension. Beside the massive radial engine casing, the nearly frozen propeller blades slowly slice through the cotton-wool clouds. The momentary vortex created by the wing tips as they pierce the cloud layer, in the extreme slow-motion, resembles a frozen sculpture. The entire picture is shrouded in a solemn and oppressive atmosphere, with deep shadows and dazzling highlights intertwined, showing the tragic struggle of industrial creations in the face of the magnificent and ruthless forces of nature, presenting an awe-inspiring, almost static aesthetic of violence.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt envisions a cinematic portrayal of a massive B-17 Flying Fortress in a dramatic, high-contrast black-and-white style, with extreme slow-motion, dense cloud cover, and visible mechanical detail under harsh lighting. In practice, the video presents a gray/white, non-black-and-white rendering with moderate contrast. The extreme slow-motion cue is not convincingly realized, and while some mechanical features are visible, the overall aesthetic does not fully capture the intended dramatic, industrial-versus-nature motif. Overall alignment to the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of aircraft components such as the fuselage, wings, and engine sections. Lighting and contrast are generally stable, and there are no obvious distortions or artifacts. However, the sequence lacks the dynamic range and cinematic polish implied by the prompt, resulting in a mid-range visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the actual video. The color treatment diverges from the specified black-and-white aesthetic; the extreme slow-motion effect is not convincingly demonstrated; and the dramatic interplay of light and shadow, as well as the sense of a tense confrontation with nature, is only partially achieved. The alignment is therefore moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe aircraft’s geometry and proportions appear plausible, and the scene maintains coherent spatial relationships among the aircraft, clouds, and lighting. No obvious physical inconsistencies are detected, though the absence of the intended atmospheric tension and motion dynamics reduces the perceived realism. Overall, physical consistency remains 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": 3.234375,
+ "TA": 1.859375,
+ "MQ": 3.03125,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt envisions a cinematic portrayal of a massive B-17 Flying Fortress in a dramatic, high-contrast black-and-white style, with extreme slow-motion, dense cloud cover, and visible mechanical detail under harsh lighting. In practice, the video presents a gray/white, non-black-and-white rendering with moderate contrast. The extreme slow-motion cue is not convincingly realized, and while some mechanical features are visible, the overall aesthetic does not fully capture the intended dramatic, industrial-versus-nature motif. Overall alignment to the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of aircraft components such as the fuselage, wings, and engine sections. Lighting and contrast are generally stable, and there are no obvious distortions or artifacts. However, the sequence lacks the dynamic range and cinematic polish implied by the prompt, resulting in a mid-range visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the actual video. The color treatment diverges from the specified black-and-white aesthetic; the extreme slow-motion effect is not convincingly demonstrated; and the dramatic interplay of light and shadow, as well as the sense of a tense confrontation with nature, is only partially achieved. The alignment is therefore moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe aircraft’s geometry and proportions appear plausible, and the scene maintains coherent spatial relationships among the aircraft, clouds, and lighting. No obvious physical inconsistencies are detected, though the absence of the intended atmospheric tension and motion dynamics reduces the perceived realism. Overall, physical consistency remains acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Cinematographically captured in Narahara Ichitaka's signature high-contrast black-and-white style, an extreme slow-motion side-on medium shot follows, showing a massive B-17 Flying Fortress bomber struggling to navigate a swirling sea of dense clouds. The cold metal fuselage, bathed in diffuse light filtered by the clouds, displays a rich palette of tones, from bright silver to dark gray. The rivets and seams are clearly visible in the harsh light. The camera focuses on its broad wings, buffeted by the powerful and volatile airflow, bending up and down in a surreal, slow, yet powerful rhythm. Visible, ripple-like stress ripples appear across the metal skin, each subtle vibration and deformation imbued with breathtaking tension. Beside the massive radial engine casing, the nearly frozen propeller blades slowly slice through the cotton-wool clouds. The momentary vortex created by the wing tips as they pierce the cloud layer, in the extreme slow-motion, resembles a frozen sculpture. The entire picture is shrouded in a solemn and oppressive atmosphere, with deep shadows and dazzling highlights intertwined, showing the tragic struggle of industrial creations in the face of the magnificent and ruthless forces of nature, presenting an awe-inspiring, almost static aesthetic of violence.",
+ "seed": 22504,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_12/index_539_seed_22504_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.734375,
+ "video_score2_ta": 1.9453125,
+ "video_score2_mq": 3.84375,
+ "video_score2_overall": 9.5,
+ "avg": 9.5234375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Cinematographically captured in Narahara Ichitaka's signature high-contrast black-and-white style, an extreme slow-motion side-on medium shot follows, showing a massive B-17 Flying Fortress bomber struggling to navigate a swirling sea of dense clouds. The cold metal fuselage, bathed in diffuse light filtered by the clouds, displays a rich palette of tones, from bright silver to dark gray. The rivets and seams are clearly visible in the harsh light. The camera focuses on its broad wings, buffeted by the powerful and volatile airflow, bending up and down in a surreal, slow, yet powerful rhythm. Visible, ripple-like stress ripples appear across the metal skin, each subtle vibration and deformation imbued with breathtaking tension. Beside the massive radial engine casing, the nearly frozen propeller blades slowly slice through the cotton-wool clouds. The momentary vortex created by the wing tips as they pierce the cloud layer, in the extreme slow-motion, resembles a frozen sculpture. The entire picture is shrouded in a solemn and oppressive atmosphere, with deep shadows and dazzling highlights intertwined, showing the tragic struggle of industrial creations in the face of the magnificent and ruthless forces of nature, presenting an awe-inspiring, almost static aesthetic of violence.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
+ "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\nText Prompt Analysis:\nThe prompt envisions a cinematic, high-contrast black-and-white portrayal of a massive B-17 Flying Fortress navigating a turbulent, cloud-filled sky. The scene should emphasize the aircraft’s scale, the interplay of light and shadow, visible mechanical detail, and a dramatic, almost frozen aesthetic of industrial might confronting nature. In practice, the video presents a color rendering with a more restrained, documentary-like presentation rather than the stark, stylized monochrome and extreme slow-motion promised. While some elements—such as the general subject and the cloudy environment—are present, the signature stylistic and dynamic cues (e.g., true B-17 identity, pronounced contrast, and the frozen, sculptural feel) are not fully realized.\n\nVisual Quality Assessment:\nThe visuals are solid overall. Resolution and clarity are good, with discernible details on the aircraft and the surrounding clouds. Lighting and color grading are consistent across frames, and there are no obvious distortions or artifacts. The motion appears smooth, and the sequence maintains coherence throughout. However, the footage does not reach the highest-end cinematic polish; it reads as competent, professional-grade production rather than a breakthrough visual breakthrough. Overall, Visual Quality aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the actual video. The color presentation and absence of the intended high-contrast monochrome treatment diverge from the core stylistic directive. The extreme slow-motion impression is not convincingly conveyed, and several signature prompt elements (e.g., the exact B-17 identity, the frozen, sculptural quality, and the deeply dramatic lighting) are underrepresented. The alignment is moderate, reflecting partial fulfillment of the brief rather than full fidelity. Overall, Text-to-Video Alignment corresponds to a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the aircraft’s proportions, flight posture, and interaction with the cloudy environment are believable, and there are no evident violations of basic aerodynamics or material response. The depiction remains coherent and physically sensible, though it lacks the heightened dramatic tension implied by the prompt. Overall, Physical/Common-sense Consistency is acceptable but not exceptional.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical/Common-sense Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.734375,
+ "TA": 1.9453125,
+ "MQ": 3.84375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "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\nText Prompt Analysis:\nThe prompt envisions a cinematic, high-contrast black-and-white portrayal of a massive B-17 Flying Fortress navigating a turbulent, cloud-filled sky. The scene should emphasize the aircraft’s scale, the interplay of light and shadow, visible mechanical detail, and a dramatic, almost frozen aesthetic of industrial might confronting nature. In practice, the video presents a color rendering with a more restrained, documentary-like presentation rather than the stark, stylized monochrome and extreme slow-motion promised. While some elements—such as the general subject and the cloudy environment—are present, the signature stylistic and dynamic cues (e.g., true B-17 identity, pronounced contrast, and the frozen, sculptural feel) are not fully realized.\n\nVisual Quality Assessment:\nThe visuals are solid overall. Resolution and clarity are good, with discernible details on the aircraft and the surrounding clouds. Lighting and color grading are consistent across frames, and there are no obvious distortions or artifacts. The motion appears smooth, and the sequence maintains coherence throughout. However, the footage does not reach the highest-end cinematic polish; it reads as competent, professional-grade production rather than a breakthrough visual breakthrough. Overall, Visual Quality aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the actual video. The color presentation and absence of the intended high-contrast monochrome treatment diverge from the core stylistic directive. The extreme slow-motion impression is not convincingly conveyed, and several signature prompt elements (e.g., the exact B-17 identity, the frozen, sculptural quality, and the deeply dramatic lighting) are underrepresented. The alignment is moderate, reflecting partial fulfillment of the brief rather than full fidelity. Overall, Text-to-Video Alignment corresponds to a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the aircraft’s proportions, flight posture, and interaction with the cloudy environment are believable, and there are no evident violations of basic aerodynamics or material response. The depiction remains coherent and physically sensible, though it lacks the heightened dramatic tension implied by the prompt. Overall, Physical/Common-sense Consistency is acceptable but not exceptional.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical/Common-sense Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 22505,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_12/index_539_seed_22505_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
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+ "video_score2_vq": 3.765625,
+ "video_score2_ta": 1.8125,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 8.6875,
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+ "question": "Cinematographically captured in Narahara Ichitaka's signature high-contrast black-and-white style, an extreme slow-motion side-on medium shot follows, showing a massive B-17 Flying Fortress bomber struggling to navigate a swirling sea of dense clouds. The cold metal fuselage, bathed in diffuse light filtered by the clouds, displays a rich palette of tones, from bright silver to dark gray. The rivets and seams are clearly visible in the harsh light. The camera focuses on its broad wings, buffeted by the powerful and volatile airflow, bending up and down in a surreal, slow, yet powerful rhythm. Visible, ripple-like stress ripples appear across the metal skin, each subtle vibration and deformation imbued with breathtaking tension. Beside the massive radial engine casing, the nearly frozen propeller blades slowly slice through the cotton-wool clouds. The momentary vortex created by the wing tips as they pierce the cloud layer, in the extreme slow-motion, resembles a frozen sculpture. The entire picture is shrouded in a solemn and oppressive atmosphere, with deep shadows and dazzling highlights intertwined, showing the tragic struggle of industrial creations in the face of the magnificent and ruthless forces of nature, presenting an awe-inspiring, almost static aesthetic of violence.",
+ "token_credit_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a cinematic portrayal of a massive B-17 Flying Fortress in a dramatic, high-contrast black-and-white style, with extreme slow-motion, dense cloud cover, and a tense interaction between industrial machine and natural environment. The actual video presents a color rendering of a generic aircraft in cloudy skies, lacking the specified monochrome treatment and the intended surreal, dynamic motion. While some surface details (e.g., fuselage contours, engine elements) are visible, the overall aesthetic and dramatic intensity described in the prompt are not realized. The alignment to the prompt is therefore limited.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with discernible surface details such as fuselage panels and engine components, but the overall look reads as mid-range rather than high-end cinema. The color rendering and lighting are consistent, yet the imagery does not exhibit the polish or distinctive styling implied by the prompt. There are no obvious artifacts, but the presentation does not reach the level of cinematic refinement described.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the produced video. The absence of the requested black-and-white cinematography, the lack of extreme slow-motion dynamics, and the mismatch in atmospheric mood are the primary issues. The result is a partial alignment at best, with only superficial visual cues matching the description while the core stylistic and narrative elements are missing.\n\nPhysical/Common-sense Consistency:\nThe aircraft’s proportions and the cloudy environment appear physically plausible, with no evident violations of basic physics. However, the expected surreal, highly dynamic behavior and the interplay between mechanical form and turbulent atmosphere are not convincingly depicted. Overall, physical consistency is acceptable but not compelling, reflecting a moderate level of realism.\n\nOverall assessment:\nThe video demonstrates moderate technical execution with clear alignment gaps to the creative vision. It achieves basic visual coherence and plausible physical behavior but falls short of delivering the dramatic, high-contrast cinematic experience described in the prompt.\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": {
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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 to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a cinematic portrayal of a massive B-17 Flying Fortress in a dramatic, high-contrast black-and-white style, with extreme slow-motion, dense cloud cover, and a tense interaction between industrial machine and natural environment. The actual video presents a color rendering of a generic aircraft in cloudy skies, lacking the specified monochrome treatment and the intended surreal, dynamic motion. While some surface details (e.g., fuselage contours, engine elements) are visible, the overall aesthetic and dramatic intensity described in the prompt are not realized. The alignment to the prompt is therefore limited.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with discernible surface details such as fuselage panels and engine components, but the overall look reads as mid-range rather than high-end cinema. The color rendering and lighting are consistent, yet the imagery does not exhibit the polish or distinctive styling implied by the prompt. There are no obvious artifacts, but the presentation does not reach the level of cinematic refinement described.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the produced video. The absence of the requested black-and-white cinematography, the lack of extreme slow-motion dynamics, and the mismatch in atmospheric mood are the primary issues. The result is a partial alignment at best, with only superficial visual cues matching the description while the core stylistic and narrative elements are missing.\n\nPhysical/Common-sense Consistency:\nThe aircraft’s proportions and the cloudy environment appear physically plausible, with no evident violations of basic physics. However, the expected surreal, highly dynamic behavior and the interplay between mechanical form and turbulent atmosphere are not convincingly depicted. Overall, physical consistency is acceptable but not compelling, reflecting a moderate level of realism.\n\nOverall assessment:\nThe video demonstrates moderate technical execution with clear alignment gaps to the creative vision. It achieves basic visual coherence and plausible physical behavior but falls short of delivering the dramatic, high-contrast cinematic experience described in the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Cinematographically captured in Narahara Ichitaka's signature high-contrast black-and-white style, an extreme slow-motion side-on medium shot follows, showing a massive B-17 Flying Fortress bomber struggling to navigate a swirling sea of dense clouds. The cold metal fuselage, bathed in diffuse light filtered by the clouds, displays a rich palette of tones, from bright silver to dark gray. The rivets and seams are clearly visible in the harsh light. The camera focuses on its broad wings, buffeted by the powerful and volatile airflow, bending up and down in a surreal, slow, yet powerful rhythm. Visible, ripple-like stress ripples appear across the metal skin, each subtle vibration and deformation imbued with breathtaking tension. Beside the massive radial engine casing, the nearly frozen propeller blades slowly slice through the cotton-wool clouds. The momentary vortex created by the wing tips as they pierce the cloud layer, in the extreme slow-motion, resembles a frozen sculpture. The entire picture is shrouded in a solemn and oppressive atmosphere, with deep shadows and dazzling highlights intertwined, showing the tragic struggle of industrial creations in the face of the magnificent and ruthless forces of nature, presenting an awe-inspiring, almost static aesthetic of violence.",
+ "seed": 22506,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_12/index_539_seed_22506_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_ta": 1.9375,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.25,
+ "avg": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt envisions a cinematic portrayal of a massive B-17 Flying Fortress in a high-contrast black-and-white style, with extreme slow-motion, a side-on medium shot, and a scene where the aircraft struggles through a swirling sea of dense clouds. The description emphasizes cold metal, visible rivets and seams, broad wings, radial engines, and a tense interaction with turbulent air, culminating in a dramatic, almost static aesthetic of industrial creation confronting nature.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The aircraft remains clearly identifiable with decent detail, and the lighting creates a moody atmosphere. However, the sequence does not fully realize the requested high-contrast monochrome look; color tints and some desaturation reduce the stark black-and-white effect. The motion appears relatively stable rather than exhibiting pronounced slow-motion dynamics, and there are no obvious distortions or artifacts that would undermine realism. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The video presents a colored, non-high-contrast presentation and lacks the extreme slow-motion feel described. While the aircraft type and some atmospheric elements align, key aspects such as the precise B-17 identity, the distinctive side-on medium-shot framing, and the dynamic interaction with turbulent air are not convincingly realized. The result reflects a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible aircraft geometry, proportions, and lighting, with no evident physical inconsistencies. The scene adheres to basic common-sense expectations for a flying vehicle in a cloudy environment. Overall, physical consistency is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 1.9375,
+ "MQ": 3.0,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt envisions a cinematic portrayal of a massive B-17 Flying Fortress in a high-contrast black-and-white style, with extreme slow-motion, a side-on medium shot, and a scene where the aircraft struggles through a swirling sea of dense clouds. The description emphasizes cold metal, visible rivets and seams, broad wings, radial engines, and a tense interaction with turbulent air, culminating in a dramatic, almost static aesthetic of industrial creation confronting nature.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The aircraft remains clearly identifiable with decent detail, and the lighting creates a moody atmosphere. However, the sequence does not fully realize the requested high-contrast monochrome look; color tints and some desaturation reduce the stark black-and-white effect. The motion appears relatively stable rather than exhibiting pronounced slow-motion dynamics, and there are no obvious distortions or artifacts that would undermine realism. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The video presents a colored, non-high-contrast presentation and lacks the extreme slow-motion feel described. While the aircraft type and some atmospheric elements align, key aspects such as the precise B-17 identity, the distinctive side-on medium-shot framing, and the dynamic interaction with turbulent air are not convincingly realized. The result reflects a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible aircraft geometry, proportions, and lighting, with no evident physical inconsistencies. The scene adheres to basic common-sense expectations for a flying vehicle in a cloudy environment. Overall, physical consistency is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_13/index_tensor([5760, 5760])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_13/index_tensor([5760, 5760])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d92780a5fabaa5600fdca88dee18529994e98b21
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_13/index_tensor([5760, 5760])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 14481,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_13/index_5760_seed_14481_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 10.75,
+ "avg": 10.78125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, static, full-body, documentary-style shot draws the viewer's attention to a damp forest floor, focusing on a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, lurks with immense patience, half-buried beneath the moist leaves. Dim light filtering through the dense forest canopy reveals the distinct black and white ring patterns on its sleek body. These patterns appear sharply defined, yet appear indistinct in the interplay of light and shadow, almost blending in with the surrounding dead branches and shadows. Each tiny scale reflects the faint ambient light, bringing out the snake's lustrous texture and texture, imbuing it with a damp, cool, metallic quality. Its head is slightly raised, and its pair of obsidian eyes flash with vigilance in the shadows. Its body remains absolutely still, like a solidified sculpture, patiently waiting for the best time to ambush its prey. The whole picture is full of calm and objective observation and tense moments that are about to break out. The air is filled with the primitive tension of a predator lurking in nature.",
+ "token_credit_reward": 10.75,
+ "selected_reward": 10.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, full-body documentary-style shot focusing on a damp forest floor with rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly knot, is depicted as half-buried beneath the leaves under dim forest lighting. The snake's black-and-white ring patterns are emphasized, with a slightly raised head, vigilant eyes, and a still body, conveying calm observation and imminent predation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high enough to render clear patterns on the snake's scales and the leaf textures, and color grading yields convincing contrast between the snake and the background. Lighting is moody and consistent with a forest setting, and there are no obvious distortions or artifacts. However, there are minor imperfections (e.g., occasional slight softness or subtle noise in some frames) that prevent a perfect top score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: low-angle framing, static composition, full-body view, and a damp forest floor with rotting leaves in brown/ochre tones. The coral snake is present with a coiled posture and a partially buried position beneath the leaves. The black-and-white ring patterns are visible, though their sharpness varies with lighting. The head is raised and the eyes appear alert, and the body remains largely still. While most details align well, a few nuanced aspects (such as the precise timing of the \"flash\" in the eyes and the exact interaction with the surrounding debris) are not perfectly matched. Overall, Text-to-Video Alignment is strong but not flawless, corresponding to a 4/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the snake's coiling, camouflage, and environmental interaction are believable within a forest setting. There are no glaring inconsistencies in anatomy or physics, and the overall depiction feels coherent. Minor deviations in micro-details (e.g., subtle scale reflections or edge blending with leaves) do not undermine realism. This supports a 4/5 rating for Physical Consistency.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.75,
+ "TA": 3.03125,
+ "MQ": 4.0,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "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 low-angle, static, full-body documentary-style shot focusing on a damp forest floor with rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly knot, is depicted as half-buried beneath the leaves under dim forest lighting. The snake's black-and-white ring patterns are emphasized, with a slightly raised head, vigilant eyes, and a still body, conveying calm observation and imminent predation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high enough to render clear patterns on the snake's scales and the leaf textures, and color grading yields convincing contrast between the snake and the background. Lighting is moody and consistent with a forest setting, and there are no obvious distortions or artifacts. However, there are minor imperfections (e.g., occasional slight softness or subtle noise in some frames) that prevent a perfect top score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: low-angle framing, static composition, full-body view, and a damp forest floor with rotting leaves in brown/ochre tones. The coral snake is present with a coiled posture and a partially buried position beneath the leaves. The black-and-white ring patterns are visible, though their sharpness varies with lighting. The head is raised and the eyes appear alert, and the body remains largely still. While most details align well, a few nuanced aspects (such as the precise timing of the \"flash\" in the eyes and the exact interaction with the surrounding debris) are not perfectly matched. Overall, Text-to-Video Alignment is strong but not flawless, corresponding to a 4/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the snake's coiling, camouflage, and environmental interaction are believable within a forest setting. There are no glaring inconsistencies in anatomy or physics, and the overall depiction feels coherent. Minor deviations in micro-details (e.g., subtle scale reflections or edge blending with leaves) do not undermine realism. This supports a 4/5 rating for Physical Consistency.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "low-angle, static, full-body, documentary-style shot draws the viewer's attention to a damp forest floor, focusing on a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, lurks with immense patience, half-buried beneath the moist leaves. Dim light filtering through the dense forest canopy reveals the distinct black and white ring patterns on its sleek body. These patterns appear sharply defined, yet appear indistinct in the interplay of light and shadow, almost blending in with the surrounding dead branches and shadows. Each tiny scale reflects the faint ambient light, bringing out the snake's lustrous texture and texture, imbuing it with a damp, cool, metallic quality. Its head is slightly raised, and its pair of obsidian eyes flash with vigilance in the shadows. Its body remains absolutely still, like a solidified sculpture, patiently waiting for the best time to ambush its prey. The whole picture is full of calm and objective observation and tense moments that are about to break out. The air is filled with the primitive tension of a predator lurking in nature.",
+ "seed": 14482,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_13/index_5760_seed_14482_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": 4.0,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.5,
+ "avg": 11.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, static, full-body, documentary-style shot draws the viewer's attention to a damp forest floor, focusing on a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, lurks with immense patience, half-buried beneath the moist leaves. Dim light filtering through the dense forest canopy reveals the distinct black and white ring patterns on its sleek body. These patterns appear sharply defined, yet appear indistinct in the interplay of light and shadow, almost blending in with the surrounding dead branches and shadows. Each tiny scale reflects the faint ambient light, bringing out the snake's lustrous texture and texture, imbuing it with a damp, cool, metallic quality. Its head is slightly raised, and its pair of obsidian eyes flash with vigilance in the shadows. Its body remains absolutely still, like a solidified sculpture, patiently waiting for the best time to ambush its prey. The whole picture is full of calm and objective observation and tense moments that are about to break out. The air is filled with the primitive tension of a predator lurking in nature.",
+ "token_credit_reward": 11.5,
+ "selected_reward": 11.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, full-body documentary-style shot focusing on a damp forest floor with a pile of rotting leaves in deep browns and ochres. A coral snake, tightly coiled in a deadly knot, is depicted as half-buried beneath the leaves under dim forest light. The snake's black-and-white ring patterns are emphasized, with a slightly raised head and vigilant eyes in shadow, and a body that remains still like a solid sculpture, ready to pounce.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong overall. The resolution is high enough to render clear scale patterns and surface textures, and lighting remains consistent with a moody forest ambiance. The snake's body, eye detail, and coloration are well captured, and the background elements (rotting leaves, forest floor) are convincingly rendered. There are no obvious distortions or artifacts, and motion appears smooth across frames. While the visuals are polished and professional, they do not claim perfection; minor imperfections may exist but are not distracting. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt requirements: low-angle, static framing; full-body depiction; damp forest floor with rotting leaves in earth tones; the snake is present and coiled, with a subdued posture. However, certain prompt details are not fully realized: the snake is not clearly shown as half-buried beneath the leaves, and the described dynamic tension (a ready-to-pounce stance) is not strongly conveyed. The alignment is good but not perfect, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible biology and physics: the snake's anatomy, scale patterns, eye placement, and interaction with the damp environment are coherent. Lighting and shadows support a natural look, and there are no obvious inconsistencies in behavior or physics. The overall common-sense consistency is strong, though not flawless, which corresponds to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 4.0,
+ "TA": 3.46875,
+ "MQ": 4.03125,
+ "Overall": 11.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, full-body documentary-style shot focusing on a damp forest floor with a pile of rotting leaves in deep browns and ochres. A coral snake, tightly coiled in a deadly knot, is depicted as half-buried beneath the leaves under dim forest light. The snake's black-and-white ring patterns are emphasized, with a slightly raised head and vigilant eyes in shadow, and a body that remains still like a solid sculpture, ready to pounce.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong overall. The resolution is high enough to render clear scale patterns and surface textures, and lighting remains consistent with a moody forest ambiance. The snake's body, eye detail, and coloration are well captured, and the background elements (rotting leaves, forest floor) are convincingly rendered. There are no obvious distortions or artifacts, and motion appears smooth across frames. While the visuals are polished and professional, they do not claim perfection; minor imperfections may exist but are not distracting. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt requirements: low-angle, static framing; full-body depiction; damp forest floor with rotting leaves in earth tones; the snake is present and coiled, with a subdued posture. However, certain prompt details are not fully realized: the snake is not clearly shown as half-buried beneath the leaves, and the described dynamic tension (a ready-to-pounce stance) is not strongly conveyed. The alignment is good but not perfect, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible biology and physics: the snake's anatomy, scale patterns, eye placement, and interaction with the damp environment are coherent. Lighting and shadows support a natural look, and there are no obvious inconsistencies in behavior or physics. The overall common-sense consistency is strong, though not flawless, which corresponds to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "low-angle, static, full-body, documentary-style shot draws the viewer's attention to a damp forest floor, focusing on a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, lurks with immense patience, half-buried beneath the moist leaves. Dim light filtering through the dense forest canopy reveals the distinct black and white ring patterns on its sleek body. These patterns appear sharply defined, yet appear indistinct in the interplay of light and shadow, almost blending in with the surrounding dead branches and shadows. Each tiny scale reflects the faint ambient light, bringing out the snake's lustrous texture and texture, imbuing it with a damp, cool, metallic quality. Its head is slightly raised, and its pair of obsidian eyes flash with vigilance in the shadows. Its body remains absolutely still, like a solidified sculpture, patiently waiting for the best time to ambush its prey. The whole picture is full of calm and objective observation and tense moments that are about to break out. The air is filled with the primitive tension of a predator lurking in nature.",
+ "seed": 14483,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_13/index_5760_seed_14483_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.90625,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.0,
+ "avg": 10.953125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, static, full-body, documentary-style shot draws the viewer's attention to a damp forest floor, focusing on a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, lurks with immense patience, half-buried beneath the moist leaves. Dim light filtering through the dense forest canopy reveals the distinct black and white ring patterns on its sleek body. These patterns appear sharply defined, yet appear indistinct in the interplay of light and shadow, almost blending in with the surrounding dead branches and shadows. Each tiny scale reflects the faint ambient light, bringing out the snake's lustrous texture and texture, imbuing it with a damp, cool, metallic quality. Its head is slightly raised, and its pair of obsidian eyes flash with vigilance in the shadows. Its body remains absolutely still, like a solidified sculpture, patiently waiting for the best time to ambush its prey. The whole picture is full of calm and objective observation and tense moments that are about to break out. The air is filled with the primitive tension of a predator lurking in nature.",
+ "token_credit_reward": 11.0,
+ "selected_reward": 11.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, full-body documentary-style shot focusing on a damp forest floor with a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, is depicted as half-buried beneath the leaves under dim forest lighting. The snake's black-and-white ring patterns are emphasized, with a slightly raised head, vigilant eyes, and a still body, conveying calm observation and imminent predation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high enough to render clear scales, eye details, and leaf textures, with natural color balance and convincing lighting. There are no obvious artifacts or distortions, and the sequence appears stable with minimal motion blur. However, there are occasional minor imperfections (e.g., slight noise in shadow regions or very subtle color fringing) that prevent a perfect top-tier score. Overall, the visual quality is solid and professional, but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the low-angle, static framing; the damp forest floor with rotting leaves; the presence of a coiled snake; the subdued, dim lighting; and the black-and-white patterning are all represented. The scene captures the intended mood of calm observation and potential predation. Some nuanced details—such as the exact intensity of the \"coral\" coloration and the precise timing of the implied hunting moment—are not perfectly matched, resulting in a strong but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to plausible biology and environmental physics: the snake's coiling posture, scale reflections, and interaction with the leafy substrate read as natural. Lighting and shadows support depth and realism without introducing implausible elements. While overall coherence is high, there may be minor deviations in micro-behaviors or environmental interactions that keep the assessment from a perfect 5.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.90625,
+ "TA": 3.015625,
+ "MQ": 4.03125,
+ "Overall": 11.0
+ }
+ }
+ ],
+ "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 low-angle, static, full-body documentary-style shot focusing on a damp forest floor with a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, is depicted as half-buried beneath the leaves under dim forest lighting. The snake's black-and-white ring patterns are emphasized, with a slightly raised head, vigilant eyes, and a still body, conveying calm observation and imminent predation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high enough to render clear scales, eye details, and leaf textures, with natural color balance and convincing lighting. There are no obvious artifacts or distortions, and the sequence appears stable with minimal motion blur. However, there are occasional minor imperfections (e.g., slight noise in shadow regions or very subtle color fringing) that prevent a perfect top-tier score. Overall, the visual quality is solid and professional, but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the low-angle, static framing; the damp forest floor with rotting leaves; the presence of a coiled snake; the subdued, dim lighting; and the black-and-white patterning are all represented. The scene captures the intended mood of calm observation and potential predation. Some nuanced details—such as the exact intensity of the \"coral\" coloration and the precise timing of the implied hunting moment—are not perfectly matched, resulting in a strong but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to plausible biology and environmental physics: the snake's coiling posture, scale reflections, and interaction with the leafy substrate read as natural. Lighting and shadows support depth and realism without introducing implausible elements. While overall coherence is high, there may be minor deviations in micro-behaviors or environmental interactions that keep the assessment from a perfect 5.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 14484,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_13/index_5760_seed_14484_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.890625,
+ "video_score2_ta": 2.578125,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 10.375,
+ "avg": 10.359375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, static, full-body, documentary-style shot draws the viewer's attention to a damp forest floor, focusing on a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, lurks with immense patience, half-buried beneath the moist leaves. Dim light filtering through the dense forest canopy reveals the distinct black and white ring patterns on its sleek body. These patterns appear sharply defined, yet appear indistinct in the interplay of light and shadow, almost blending in with the surrounding dead branches and shadows. Each tiny scale reflects the faint ambient light, bringing out the snake's lustrous texture and texture, imbuing it with a damp, cool, metallic quality. Its head is slightly raised, and its pair of obsidian eyes flash with vigilance in the shadows. Its body remains absolutely still, like a solidified sculpture, patiently waiting for the best time to ambush its prey. The whole picture is full of calm and objective observation and tense moments that are about to break out. The air is filled with the primitive tension of a predator lurking in nature.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, full-body documentary-style shot focusing on a damp forest floor with a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, is depicted as half-buried beneath the leaves, with dim light filtering through the canopy revealing distinct black-and-white ring patterns on a sleek body. The patterns should appear sharp but may blend in with the surroundings due to lighting. The head is slightly raised, the eyes are obsidian and vigilant, and the body remains still like a solidified sculpture, conveying calm observation and imminent predation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong overall. The snake is clearly visible with good detail in the scales and eye, and the lighting creates convincing depth and texture. The background blur helps isolate the subject, and color rendition is faithful to the scene. There are no obvious artifacts or distortions, and the sequence maintains consistent quality throughout. While the imagery is high quality, there are minor imperfections typical of synthetic renders (e.g., subtle texture aliasing or slight edge softness) that prevent a perfect 5. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a low-angle, static framing and a focus on the snake. However, some aspects diverge: the snake appears more green/olive than the described coral snake, and the coiling posture is not as tightly constrained as the prompt suggests. The damp forest floor and the presence of rotting leaves are present, and the lighting contributes to a moody atmosphere. The alignment is moderate rather than exact, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe depiction adheres to plausible biology and physics: the snake’s anatomy, scale texture, eye shape, and the way it interacts with the leaf litter are coherent. Lighting and shadows support a natural look, and there are no obvious violations of common-sense expectations. This dimension is strong, warranting a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.890625,
+ "TA": 2.578125,
+ "MQ": 3.890625,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, full-body documentary-style shot focusing on a damp forest floor with a pile of rotting leaves in deep brown and ochre. A coral snake, tightly coiled in a deadly coil, is depicted as half-buried beneath the leaves, with dim light filtering through the canopy revealing distinct black-and-white ring patterns on a sleek body. The patterns should appear sharp but may blend in with the surroundings due to lighting. The head is slightly raised, the eyes are obsidian and vigilant, and the body remains still like a solidified sculpture, conveying calm observation and imminent predation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong overall. The snake is clearly visible with good detail in the scales and eye, and the lighting creates convincing depth and texture. The background blur helps isolate the subject, and color rendition is faithful to the scene. There are no obvious artifacts or distortions, and the sequence maintains consistent quality throughout. While the imagery is high quality, there are minor imperfections typical of synthetic renders (e.g., subtle texture aliasing or slight edge softness) that prevent a perfect 5. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a low-angle, static framing and a focus on the snake. However, some aspects diverge: the snake appears more green/olive than the described coral snake, and the coiling posture is not as tightly constrained as the prompt suggests. The damp forest floor and the presence of rotting leaves are present, and the lighting contributes to a moody atmosphere. The alignment is moderate rather than exact, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe depiction adheres to plausible biology and physics: the snake’s anatomy, scale texture, eye shape, and the way it interacts with the leaf litter are coherent. Lighting and shadows support a natural look, and there are no obvious violations of common-sense expectations. This dimension is strong, warranting a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_14/index_tensor([3951, 3951])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_14/index_tensor([3951, 3951])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b483a953ab8ae2d981bd0e65880ecca556bd6e7
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_14/index_tensor([3951, 3951])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "cinematic, static, extreme close-up, taken from above and slightly tilted, establishes a dystopian sci-fi scenario by focusing on a perfectly preserved, freeze-dried grape, nestled at the center of a sterile, bristled metal surface. Under the cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic, its skin a complex network of deep wrinkles and a dusty, matte texture. Suddenly, the grape's structure catastrophically collapses; its dry skin rapidly collapses inward as the solid mass completely liquefies. A viscous, sugary essence flows out, steadily and deliberately spreading across the cold metal, forming a shimmering, iridescent puddle. This viscous liquid catches the harsh light, refracting it into a mesmerizing swirl of synthetic blues, purplish reds, and greens. Within its shimmering, ever-expanding surface, it reflects the bleak, out-of-focus outlines of the surrounding futuristic laboratory, creating an tense and mysterious atmosphere imbued with strange yet beautiful decay.",
+ "seed": 28092,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_14/index_3951_seed_28092_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 2.515625,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.5,
+ "avg": 8.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic, static, extreme close-up, taken from above and slightly tilted, establishes a dystopian sci-fi scenario by focusing on a perfectly preserved, freeze-dried grape, nestled at the center of a sterile, bristled metal surface. Under the cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic, its skin a complex network of deep wrinkles and a dusty, matte texture. Suddenly, the grape's structure catastrophically collapses; its dry skin rapidly collapses inward as the solid mass completely liquefies. A viscous, sugary essence flows out, steadily and deliberately spreading across the cold metal, forming a shimmering, iridescent puddle. This viscous liquid catches the harsh light, refracting it into a mesmerizing swirl of synthetic blues, purplish reds, and greens. Within its shimmering, ever-expanding surface, it reflects the bleak, out-of-focus outlines of the surrounding futuristic laboratory, creating an tense and mysterious atmosphere imbued with strange yet beautiful decay.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from above and slightly tilted, establishing a dystopian sci-fi scenario centered on a perfectly preserved, freeze-dried grape on a sterile, bristled metal surface. Under a cold, clinical overhead light, the grape appears as a shrunken, dark purple relic with a wrinkled skin. The sequence then depicts the grape collapsing catastrophically, its dry skin collapsing inward as the solid mass liquefies, with a viscous, sugary essence flowing out and spreading across the metal surface, forming a shimmering, iridescent puddle that reflects the surrounding futuristic laboratory, creating tension and a mysterious atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating. The initial frames show the grape clearly, while later frames exhibit blur and loss of fine detail, especially in the later stages when the substance becomes less defined. The color grading remains cool and blue-toned, contributing to the intended mood, but the overall sharpness and texture fidelity do not stay high throughout the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a static, extreme close-up perspective from above with a slight tilt, a dystopian sci-fi ambiance, and a central focus on a dark purple, wrinkled substance on a metallic surface. The essential progression—catastrophic collapse, viscous flow, and the formation of a shimmering puddle under harsh lighting—is present and aligns with the narrative intent. Some minor deviations exist in the exact timing and emphasis of certain moments, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows a plausible progression of material transformation, with the substance collapsing and flowing in a manner that can be interpreted as viscous. However, some aspects feel stylized or exaggerated beyond strict real-world physics, and the final state does not always reach a fully natural equilibrium, which keeps the depiction within a believable but not strictly physically accurate range.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 2.515625,
+ "MQ": 3.09375,
+ "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 cinematic, static, extreme close-up shot from above and slightly tilted, establishing a dystopian sci-fi scenario centered on a perfectly preserved, freeze-dried grape on a sterile, bristled metal surface. Under a cold, clinical overhead light, the grape appears as a shrunken, dark purple relic with a wrinkled skin. The sequence then depicts the grape collapsing catastrophically, its dry skin collapsing inward as the solid mass liquefies, with a viscous, sugary essence flowing out and spreading across the metal surface, forming a shimmering, iridescent puddle that reflects the surrounding futuristic laboratory, creating tension and a mysterious atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating. The initial frames show the grape clearly, while later frames exhibit blur and loss of fine detail, especially in the later stages when the substance becomes less defined. The color grading remains cool and blue-toned, contributing to the intended mood, but the overall sharpness and texture fidelity do not stay high throughout the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a static, extreme close-up perspective from above with a slight tilt, a dystopian sci-fi ambiance, and a central focus on a dark purple, wrinkled substance on a metallic surface. The essential progression—catastrophic collapse, viscous flow, and the formation of a shimmering puddle under harsh lighting—is present and aligns with the narrative intent. Some minor deviations exist in the exact timing and emphasis of certain moments, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows a plausible progression of material transformation, with the substance collapsing and flowing in a manner that can be interpreted as viscous. However, some aspects feel stylized or exaggerated beyond strict real-world physics, and the final state does not always reach a fully natural equilibrium, which keeps the depiction within a believable but not strictly physically accurate range.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, static, extreme close-up, taken from above and slightly tilted, establishes a dystopian sci-fi scenario by focusing on a perfectly preserved, freeze-dried grape, nestled at the center of a sterile, bristled metal surface. Under the cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic, its skin a complex network of deep wrinkles and a dusty, matte texture. Suddenly, the grape's structure catastrophically collapses; its dry skin rapidly collapses inward as the solid mass completely liquefies. A viscous, sugary essence flows out, steadily and deliberately spreading across the cold metal, forming a shimmering, iridescent puddle. This viscous liquid catches the harsh light, refracting it into a mesmerizing swirl of synthetic blues, purplish reds, and greens. Within its shimmering, ever-expanding surface, it reflects the bleak, out-of-focus outlines of the surrounding futuristic laboratory, creating an tense and mysterious atmosphere imbued with strange yet beautiful decay.",
+ "seed": 28093,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_14/index_3951_seed_28093_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.390625,
+ "video_score2_ta": 2.828125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, static, extreme close-up, taken from above and slightly tilted, establishes a dystopian sci-fi scenario by focusing on a perfectly preserved, freeze-dried grape, nestled at the center of a sterile, bristled metal surface. Under the cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic, its skin a complex network of deep wrinkles and a dusty, matte texture. Suddenly, the grape's structure catastrophically collapses; its dry skin rapidly collapses inward as the solid mass completely liquefies. A viscous, sugary essence flows out, steadily and deliberately spreading across the cold metal, forming a shimmering, iridescent puddle. This viscous liquid catches the harsh light, refracting it into a mesmerizing swirl of synthetic blues, purplish reds, and greens. Within its shimmering, ever-expanding surface, it reflects the bleak, out-of-focus outlines of the surrounding futuristic laboratory, creating an tense and mysterious atmosphere imbued with strange yet beautiful decay.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from above and slightly tilted, establishing a dystopian sci-fi scenario centered on a perfectly preserved, freeze-dried grape on a sterile, bristled metal surface. The scene features a cold, clinical overhead light, a shrunken dark purple grape with a wrinkled skin, a collapse of the grape into a viscous liquid that spreads across the metal surface, and reflections of a futuristic laboratory environment, culminating in an atmosphere of decay.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable artifacts and some blur during transitions. The sequence exhibits color shifts and distortions that affect perceived clarity, though the core subject remains identifiable. The imagery is not pristine, but it does not reach high-fidelity standards either.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a static, extreme close-up from above with a slight tilt, a dystopian/sci-fi mood, a central dark object on a textured surface, and a collapse into a viscous liquid with color-shifting, reflective surfaces. The main deviation is that the object identity is ambiguous rather than definitively a grape, which introduces a minor mismatch but does not substantially undermine the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The transformation follows a plausible sequence—collapse into a viscous liquid and spreading across the surface—with believable surface interactions and lighting effects. However, some color dynamics and timing feel stylized rather than strictly physically accurate, preventing a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.390625,
+ "TA": 2.828125,
+ "MQ": 3.046875,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from above and slightly tilted, establishing a dystopian sci-fi scenario centered on a perfectly preserved, freeze-dried grape on a sterile, bristled metal surface. The scene features a cold, clinical overhead light, a shrunken dark purple grape with a wrinkled skin, a collapse of the grape into a viscous liquid that spreads across the metal surface, and reflections of a futuristic laboratory environment, culminating in an atmosphere of decay.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable artifacts and some blur during transitions. The sequence exhibits color shifts and distortions that affect perceived clarity, though the core subject remains identifiable. The imagery is not pristine, but it does not reach high-fidelity standards either.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a static, extreme close-up from above with a slight tilt, a dystopian/sci-fi mood, a central dark object on a textured surface, and a collapse into a viscous liquid with color-shifting, reflective surfaces. The main deviation is that the object identity is ambiguous rather than definitively a grape, which introduces a minor mismatch but does not substantially undermine the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The transformation follows a plausible sequence—collapse into a viscous liquid and spreading across the surface—with believable surface interactions and lighting effects. However, some color dynamics and timing feel stylized rather than strictly physically accurate, preventing a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, static, extreme close-up, taken from above and slightly tilted, establishes a dystopian sci-fi scenario by focusing on a perfectly preserved, freeze-dried grape, nestled at the center of a sterile, bristled metal surface. Under the cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic, its skin a complex network of deep wrinkles and a dusty, matte texture. Suddenly, the grape's structure catastrophically collapses; its dry skin rapidly collapses inward as the solid mass completely liquefies. A viscous, sugary essence flows out, steadily and deliberately spreading across the cold metal, forming a shimmering, iridescent puddle. This viscous liquid catches the harsh light, refracting it into a mesmerizing swirl of synthetic blues, purplish reds, and greens. Within its shimmering, ever-expanding surface, it reflects the bleak, out-of-focus outlines of the surrounding futuristic laboratory, creating an tense and mysterious atmosphere imbued with strange yet beautiful decay.",
+ "seed": 28094,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_14/index_3951_seed_28094_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.171875,
+ "video_score2_ta": 1.71875,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 6.625,
+ "avg": 6.625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic, static, extreme close-up, taken from above and slightly tilted, establishes a dystopian sci-fi scenario by focusing on a perfectly preserved, freeze-dried grape, nestled at the center of a sterile, bristled metal surface. Under the cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic, its skin a complex network of deep wrinkles and a dusty, matte texture. Suddenly, the grape's structure catastrophically collapses; its dry skin rapidly collapses inward as the solid mass completely liquefies. A viscous, sugary essence flows out, steadily and deliberately spreading across the cold metal, forming a shimmering, iridescent puddle. This viscous liquid catches the harsh light, refracting it into a mesmerizing swirl of synthetic blues, purplish reds, and greens. Within its shimmering, ever-expanding surface, it reflects the bleak, out-of-focus outlines of the surrounding futuristic laboratory, creating an tense and mysterious atmosphere imbued with strange yet beautiful decay.",
+ "token_credit_reward": 6.625,
+ "selected_reward": 6.625,
+ "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 cinematic, static, extreme close-up shot from above and slightly tilted, establishing a dystopian sci-fi scenario centered on a perfectly preserved, freeze-dried grape nestled at the center of a sterile, bristled metal surface. Under a cold, clinical overhead lab light, the grape appears as a shrunken, dark purple relic with a wrinkled, dusty skin. The sequence then depicts the grape collapsing catastrophically, its dry skin collapsing inward as the solid mass liquefies, with a viscous, sugary essence flowing out and spreading across the cold metal to form a shimmering, iridescent puddle that reflects the surrounding futuristic laboratory, creating tension and a mysterious atmosphere of decay.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. The imagery maintains a consistent close-up perspective and a coherent color palette with blue/teal tones and warm highlights. There is some depth of field and mild motion blur in places, but no major distortions or artifacts dominate the scene. The resolution is adequate, though not exceptionally sharp, and lighting remains stable enough to support the intended mood. Overall, the visuals convey a mid-range level of detail and polish rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and what is depicted. The frames show a dark, organic-looking mass on a metallic surface, but they do not clearly realize the key elements described in the prompt: a perfectly preserved, freeze-dried grape with a distinctive wrinkled skin, a dramatic collapse sequence, and the formation of a viscous, iridescent puddle that spreads across the surface. The core narrative and transformational dynamics are not convincingly realized, resulting in a weak alignment with the original concept.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible physical setting—a metal surface and a decaying organic form—yet the expected dramatic metamorphosis and fluid dynamics are not convincingly demonstrated. The material behavior does not clearly follow the described collapse and viscous flow, leading to only modest internal consistency with common-sense expectations. Overall, the physical realism is present but not strongly convincing.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "MQ": 2.734375,
+ "Overall": 6.625
+ }
+ }
+ ],
+ "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 cinematic, static, extreme close-up shot from above and slightly tilted, establishing a dystopian sci-fi scenario centered on a perfectly preserved, freeze-dried grape nestled at the center of a sterile, bristled metal surface. Under a cold, clinical overhead lab light, the grape appears as a shrunken, dark purple relic with a wrinkled, dusty skin. The sequence then depicts the grape collapsing catastrophically, its dry skin collapsing inward as the solid mass liquefies, with a viscous, sugary essence flowing out and spreading across the cold metal to form a shimmering, iridescent puddle that reflects the surrounding futuristic laboratory, creating tension and a mysterious atmosphere of decay.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. The imagery maintains a consistent close-up perspective and a coherent color palette with blue/teal tones and warm highlights. There is some depth of field and mild motion blur in places, but no major distortions or artifacts dominate the scene. The resolution is adequate, though not exceptionally sharp, and lighting remains stable enough to support the intended mood. Overall, the visuals convey a mid-range level of detail and polish rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and what is depicted. The frames show a dark, organic-looking mass on a metallic surface, but they do not clearly realize the key elements described in the prompt: a perfectly preserved, freeze-dried grape with a distinctive wrinkled skin, a dramatic collapse sequence, and the formation of a viscous, iridescent puddle that spreads across the surface. The core narrative and transformational dynamics are not convincingly realized, resulting in a weak alignment with the original concept.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible physical setting—a metal surface and a decaying organic form—yet the expected dramatic metamorphosis and fluid dynamics are not convincingly demonstrated. The material behavior does not clearly follow the described collapse and viscous flow, leading to only modest internal consistency with common-sense expectations. Overall, the physical realism is present but not strongly convincing.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "cinematic, static, extreme close-up, taken from above and slightly tilted, establishes a dystopian sci-fi scenario by focusing on a perfectly preserved, freeze-dried grape, nestled at the center of a sterile, bristled metal surface. Under the cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic, its skin a complex network of deep wrinkles and a dusty, matte texture. Suddenly, the grape's structure catastrophically collapses; its dry skin rapidly collapses inward as the solid mass completely liquefies. A viscous, sugary essence flows out, steadily and deliberately spreading across the cold metal, forming a shimmering, iridescent puddle. This viscous liquid catches the harsh light, refracting it into a mesmerizing swirl of synthetic blues, purplish reds, and greens. Within its shimmering, ever-expanding surface, it reflects the bleak, out-of-focus outlines of the surrounding futuristic laboratory, creating an tense and mysterious atmosphere imbued with strange yet beautiful decay.",
+ "seed": 28095,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_14/index_3951_seed_28095_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.390625,
+ "video_score2_ta": 2.265625,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 7.59375,
+ "avg": 7.59375,
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, static, extreme close-up, taken from above and slightly tilted, establishes a dystopian sci-fi scenario by focusing on a perfectly preserved, freeze-dried grape, nestled at the center of a sterile, bristled metal surface. Under the cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic, its skin a complex network of deep wrinkles and a dusty, matte texture. Suddenly, the grape's structure catastrophically collapses; its dry skin rapidly collapses inward as the solid mass completely liquefies. A viscous, sugary essence flows out, steadily and deliberately spreading across the cold metal, forming a shimmering, iridescent puddle. This viscous liquid catches the harsh light, refracting it into a mesmerizing swirl of synthetic blues, purplish reds, and greens. Within its shimmering, ever-expanding surface, it reflects the bleak, out-of-focus outlines of the surrounding futuristic laboratory, creating an tense and mysterious atmosphere imbued with strange yet beautiful decay.",
+ "token_credit_reward": 7.59375,
+ "selected_reward": 7.59375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from above and slightly tilted, focusing on a perfectly preserved, freeze-dried grape nestled at the center of a sterile, bristled metal surface. Under a cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic with a wrinkled, dusty skin. The scene then depicts the grape collapsing catastrophically, its dry skin collapsing inward as the solid mass liquefies, with a viscous, sugary essence flowing out and spreading across the cold metal, forming a shimmering, iridescent puddle that catches the harsh light in a mesmerizing swirl of blues, purples, and greens, reflecting the bleak, out-of-focus outlines of a futuristic laboratory and creating a tense, mysterious atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a dark, glossy substance on a metallic surface with some texture and lighting variation. The overall image quality is moderate: there is noticeable blur and softness, especially in later frames, and occasional motion blur or instability. The lighting shifts between frames, producing inconsistent brightness and contrast. While some details remain discernible, the sequence does not achieve high-fidelity rendering throughout. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements—close-up framing, a dark, glossy substance on a metallic surface, and a blue/purple tint with reflective highlights. However, key aspects of the prompt are not convincingly realized: the object identity is ambiguous rather than clearly a grape, the catastrophic collapse and the formation of a viscous, expanding puddle are not clearly depicted, and the intended surreal, dystopian transformation is only partially conveyed. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits notable inconsistencies with basic physical expectations. The material behavior does not convincingly follow gravity or fluid dynamics, and the transformation lacks a coherent mechanism, leading to a sense of implausibility. Overall, Physical/Common-sense Consistency is low (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.390625,
+ "TA": 2.265625,
+ "MQ": 2.9375,
+ "Overall": 7.59375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from above and slightly tilted, focusing on a perfectly preserved, freeze-dried grape nestled at the center of a sterile, bristled metal surface. Under a cold, clinical glare of a single overhead laboratory light, the grape appears as a shrunken, dark purple relic with a wrinkled, dusty skin. The scene then depicts the grape collapsing catastrophically, its dry skin collapsing inward as the solid mass liquefies, with a viscous, sugary essence flowing out and spreading across the cold metal, forming a shimmering, iridescent puddle that catches the harsh light in a mesmerizing swirl of blues, purples, and greens, reflecting the bleak, out-of-focus outlines of a futuristic laboratory and creating a tense, mysterious atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a dark, glossy substance on a metallic surface with some texture and lighting variation. The overall image quality is moderate: there is noticeable blur and softness, especially in later frames, and occasional motion blur or instability. The lighting shifts between frames, producing inconsistent brightness and contrast. While some details remain discernible, the sequence does not achieve high-fidelity rendering throughout. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements—close-up framing, a dark, glossy substance on a metallic surface, and a blue/purple tint with reflective highlights. However, key aspects of the prompt are not convincingly realized: the object identity is ambiguous rather than clearly a grape, the catastrophic collapse and the formation of a viscous, expanding puddle are not clearly depicted, and the intended surreal, dystopian transformation is only partially conveyed. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits notable inconsistencies with basic physical expectations. The material behavior does not convincingly follow gravity or fluid dynamics, and the transformation lacks a coherent mechanism, leading to a sense of implausibility. Overall, Physical/Common-sense Consistency is low (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_15/index_tensor([1971, 1971])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_15/index_tensor([1971, 1971])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..178e093798e511eec6c76e6b1a75f61cdb2f8713
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_15/index_tensor([1971, 1971])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "perfectly symmetrical, fixed long shot, shot from a level angle, captures a straight, tree-lined path. Tall, upright sycamore trees line the path, their lush branches intertwining in the air, forming a natural, deep, green archway that stretches to the frame's vanishing point. In the center of this path, stretching into the distance, an elderly couple with graying hair slowly walks forward, their silhouettes forming the absolute center of the frame. The grandfather, wearing a slightly worn but immaculate khaki jacket and a light gray sweater, his meticulously combed short silver hair gleaming softly in the sunlight, rests his sturdy arm firmly around the grandmother's shoulders. Though slightly stooped, his steps are firm and protective. The grandmother rests comfortably in the grandfather's arms. She, too, has silver hair pulled back in a simple bun and wears a dark red knitted cardigan. Her other hand rests gently on the grandfather's arm, a gesture of trust and dependence. Their steps are incredibly slow and coordinated, each step carefully placed on the ground strewn with golden fallen leaves. The soft afternoon sunlight filters through the branches, casting a shimmering, shimmering shadow on the ground, illuminating the couple's shared life with a warm glow. The image, dominated by warm gold and deep green, creates an atmosphere of profound tranquility, warmth, and a timeless sense of timelessness. It's as if time has frozen in time, leaving only the poetic silhouettes of the couple as they journey into the depths of time.",
+ "seed": 24478,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_15/index_1971_seed_24478_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.390625,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "perfectly symmetrical, fixed long shot, shot from a level angle, captures a straight, tree-lined path. Tall, upright sycamore trees line the path, their lush branches intertwining in the air, forming a natural, deep, green archway that stretches to the frame's vanishing point. In the center of this path, stretching into the distance, an elderly couple with graying hair slowly walks forward, their silhouettes forming the absolute center of the frame. The grandfather, wearing a slightly worn but immaculate khaki jacket and a light gray sweater, his meticulously combed short silver hair gleaming softly in the sunlight, rests his sturdy arm firmly around the grandmother's shoulders. Though slightly stooped, his steps are firm and protective. The grandmother rests comfortably in the grandfather's arms. She, too, has silver hair pulled back in a simple bun and wears a dark red knitted cardigan. Her other hand rests gently on the grandfather's arm, a gesture of trust and dependence. Their steps are incredibly slow and coordinated, each step carefully placed on the ground strewn with golden fallen leaves. The soft afternoon sunlight filters through the branches, casting a shimmering, shimmering shadow on the ground, illuminating the couple's shared life with a warm glow. The image, dominated by warm gold and deep green, creates an atmosphere of profound tranquility, warmth, and a timeless sense of timelessness. It's as if time has frozen in time, leaving only the poetic silhouettes of the couple as they journey into the depths of time.",
+ "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 perfectly symmetrical, fixed long shot from a level angle capturing a straight, tree-lined path with tall, upright sycamore trees forming a lush archway over the scene. An elderly couple with graying hair is depicted walking slowly at the center, with the grandfather wearing a slightly worn but immaculate khaki jacket and a light gray sweater, and the grandmother in a dark red knitted cardigan. The scene emphasizes slow, coordinated steps, warm afternoon lighting filtering through the branches, and a tranquil mood with a timeless feel.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, with consistent lighting and natural color tones. There are no major distortions or artifacts, and motion appears smooth across the sequence. However, some fine details and textures are not highly crisp, and the overall sharpness could be improved. The result is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a fixed, level-angle view of a straight path with trees forming an archway, and an elderly couple walking slowly in the center. The core elements—central framing, slow coordinated steps, warm lighting, and the intimate mood—are well captured. Some specific prompt details (e.g., exact clothing shade, precise tree species) are not perfectly matched, but these deviations do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: natural walking motion, believable body proportions, and coherent interaction between the couple. Lighting and shadows support depth and realism. A few minor inconsistencies in fine-grained anatomy or subtle interactions may be present, but they do not undermine overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 2.9375,
+ "MQ": 3.390625,
+ "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 perfectly symmetrical, fixed long shot from a level angle capturing a straight, tree-lined path with tall, upright sycamore trees forming a lush archway over the scene. An elderly couple with graying hair is depicted walking slowly at the center, with the grandfather wearing a slightly worn but immaculate khaki jacket and a light gray sweater, and the grandmother in a dark red knitted cardigan. The scene emphasizes slow, coordinated steps, warm afternoon lighting filtering through the branches, and a tranquil mood with a timeless feel.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, with consistent lighting and natural color tones. There are no major distortions or artifacts, and motion appears smooth across the sequence. However, some fine details and textures are not highly crisp, and the overall sharpness could be improved. The result is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a fixed, level-angle view of a straight path with trees forming an archway, and an elderly couple walking slowly in the center. The core elements—central framing, slow coordinated steps, warm lighting, and the intimate mood—are well captured. Some specific prompt details (e.g., exact clothing shade, precise tree species) are not perfectly matched, but these deviations do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: natural walking motion, believable body proportions, and coherent interaction between the couple. Lighting and shadows support depth and realism. A few minor inconsistencies in fine-grained anatomy or subtle interactions may be present, but they do not undermine overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "perfectly symmetrical, fixed long shot, shot from a level angle, captures a straight, tree-lined path. Tall, upright sycamore trees line the path, their lush branches intertwining in the air, forming a natural, deep, green archway that stretches to the frame's vanishing point. In the center of this path, stretching into the distance, an elderly couple with graying hair slowly walks forward, their silhouettes forming the absolute center of the frame. The grandfather, wearing a slightly worn but immaculate khaki jacket and a light gray sweater, his meticulously combed short silver hair gleaming softly in the sunlight, rests his sturdy arm firmly around the grandmother's shoulders. Though slightly stooped, his steps are firm and protective. The grandmother rests comfortably in the grandfather's arms. She, too, has silver hair pulled back in a simple bun and wears a dark red knitted cardigan. Her other hand rests gently on the grandfather's arm, a gesture of trust and dependence. Their steps are incredibly slow and coordinated, each step carefully placed on the ground strewn with golden fallen leaves. The soft afternoon sunlight filters through the branches, casting a shimmering, shimmering shadow on the ground, illuminating the couple's shared life with a warm glow. The image, dominated by warm gold and deep green, creates an atmosphere of profound tranquility, warmth, and a timeless sense of timelessness. It's as if time has frozen in time, leaving only the poetic silhouettes of the couple as they journey into the depths of time.",
+ "seed": 24479,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_15/index_1971_seed_24479_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.640625,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 11.125,
+ "avg": 11.09375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "perfectly symmetrical, fixed long shot, shot from a level angle, captures a straight, tree-lined path. Tall, upright sycamore trees line the path, their lush branches intertwining in the air, forming a natural, deep, green archway that stretches to the frame's vanishing point. In the center of this path, stretching into the distance, an elderly couple with graying hair slowly walks forward, their silhouettes forming the absolute center of the frame. The grandfather, wearing a slightly worn but immaculate khaki jacket and a light gray sweater, his meticulously combed short silver hair gleaming softly in the sunlight, rests his sturdy arm firmly around the grandmother's shoulders. Though slightly stooped, his steps are firm and protective. The grandmother rests comfortably in the grandfather's arms. She, too, has silver hair pulled back in a simple bun and wears a dark red knitted cardigan. Her other hand rests gently on the grandfather's arm, a gesture of trust and dependence. Their steps are incredibly slow and coordinated, each step carefully placed on the ground strewn with golden fallen leaves. The soft afternoon sunlight filters through the branches, casting a shimmering, shimmering shadow on the ground, illuminating the couple's shared life with a warm glow. The image, dominated by warm gold and deep green, creates an atmosphere of profound tranquility, warmth, and a timeless sense of timelessness. It's as if time has frozen in time, leaving only the poetic silhouettes of the couple as they journey into the depths of time.",
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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 perfectly symmetrical, fixed long shot from a level angle capturing a straight, tree-lined path with tall, upright sycamore trees forming a lush archway over the central elderly couple walking slowly forward. The scene should feature a grandfather in a slightly worn but immaculate khaki jacket with a light gray sweater, and a grandmother in a dark red knitted cardigan, both with gray hair, walking with coordinated, gentle steps on a ground scattered with golden leaves under warm, filtered sunlight. The overall mood is one of tranquil warmth and timeless serenity.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals are solid and coherent. The resolution is adequate, lighting is warm and consistent, and color grading yields a pleasant golden-hour feel. There are no obvious distortions or artifacts, and the framing remains stable. However, the overall sharpness and fine detail are not exceptional, which aligns with a good-but-not-perfect Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: a fixed, level-angle shot; a straight, tree-lined path; a central elderly couple; the man in a khaki jacket with a light gray sweater; the woman in a dark red knitted cardigan; both with gray hair; slow, coordinated walking; a ground dotted with golden leaves; warm, filtered sunlight; and a tranquil mood. Some specifics—such as precise tree species identification and exact pose nuances—are not perfectly matched, resulting in a strong but not flawless alignment.\n\nPhysical Consistency (Common-sense):\nThe scene presents natural movement, plausible body proportions, and believable interaction between the couple. Lighting, shadows, and environmental details support a coherent, physically plausible moment. While generally convincing, there may be minor inconsistencies in micro-motions or timing that prevent a perfect depiction.\n\nOverall assessment:\nThe video demonstrates solid technical execution with good alignment to the prompt and coherent physical realism. Minor deviations exist but do not undermine the overall quality.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.640625,
+ "TA": 3.453125,
+ "MQ": 4.0,
+ "Overall": 11.125
+ }
+ }
+ ],
+ "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 perfectly symmetrical, fixed long shot from a level angle capturing a straight, tree-lined path with tall, upright sycamore trees forming a lush archway over the central elderly couple walking slowly forward. The scene should feature a grandfather in a slightly worn but immaculate khaki jacket with a light gray sweater, and a grandmother in a dark red knitted cardigan, both with gray hair, walking with coordinated, gentle steps on a ground scattered with golden leaves under warm, filtered sunlight. The overall mood is one of tranquil warmth and timeless serenity.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals are solid and coherent. The resolution is adequate, lighting is warm and consistent, and color grading yields a pleasant golden-hour feel. There are no obvious distortions or artifacts, and the framing remains stable. However, the overall sharpness and fine detail are not exceptional, which aligns with a good-but-not-perfect Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: a fixed, level-angle shot; a straight, tree-lined path; a central elderly couple; the man in a khaki jacket with a light gray sweater; the woman in a dark red knitted cardigan; both with gray hair; slow, coordinated walking; a ground dotted with golden leaves; warm, filtered sunlight; and a tranquil mood. Some specifics—such as precise tree species identification and exact pose nuances—are not perfectly matched, resulting in a strong but not flawless alignment.\n\nPhysical Consistency (Common-sense):\nThe scene presents natural movement, plausible body proportions, and believable interaction between the couple. Lighting, shadows, and environmental details support a coherent, physically plausible moment. While generally convincing, there may be minor inconsistencies in micro-motions or timing that prevent a perfect depiction.\n\nOverall assessment:\nThe video demonstrates solid technical execution with good alignment to the prompt and coherent physical realism. Minor deviations exist but do not undermine the overall quality.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "perfectly symmetrical, fixed long shot, shot from a level angle, captures a straight, tree-lined path. Tall, upright sycamore trees line the path, their lush branches intertwining in the air, forming a natural, deep, green archway that stretches to the frame's vanishing point. In the center of this path, stretching into the distance, an elderly couple with graying hair slowly walks forward, their silhouettes forming the absolute center of the frame. The grandfather, wearing a slightly worn but immaculate khaki jacket and a light gray sweater, his meticulously combed short silver hair gleaming softly in the sunlight, rests his sturdy arm firmly around the grandmother's shoulders. Though slightly stooped, his steps are firm and protective. The grandmother rests comfortably in the grandfather's arms. She, too, has silver hair pulled back in a simple bun and wears a dark red knitted cardigan. Her other hand rests gently on the grandfather's arm, a gesture of trust and dependence. Their steps are incredibly slow and coordinated, each step carefully placed on the ground strewn with golden fallen leaves. The soft afternoon sunlight filters through the branches, casting a shimmering, shimmering shadow on the ground, illuminating the couple's shared life with a warm glow. The image, dominated by warm gold and deep green, creates an atmosphere of profound tranquility, warmth, and a timeless sense of timelessness. It's as if time has frozen in time, leaving only the poetic silhouettes of the couple as they journey into the depths of time.",
+ "seed": 24480,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_15/index_1971_seed_24480_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 3.09375,
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+ "video_score2_overall": 9.625,
+ "avg": 9.65625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "perfectly symmetrical, fixed long shot, shot from a level angle, captures a straight, tree-lined path. Tall, upright sycamore trees line the path, their lush branches intertwining in the air, forming a natural, deep, green archway that stretches to the frame's vanishing point. In the center of this path, stretching into the distance, an elderly couple with graying hair slowly walks forward, their silhouettes forming the absolute center of the frame. The grandfather, wearing a slightly worn but immaculate khaki jacket and a light gray sweater, his meticulously combed short silver hair gleaming softly in the sunlight, rests his sturdy arm firmly around the grandmother's shoulders. Though slightly stooped, his steps are firm and protective. The grandmother rests comfortably in the grandfather's arms. She, too, has silver hair pulled back in a simple bun and wears a dark red knitted cardigan. Her other hand rests gently on the grandfather's arm, a gesture of trust and dependence. Their steps are incredibly slow and coordinated, each step carefully placed on the ground strewn with golden fallen leaves. The soft afternoon sunlight filters through the branches, casting a shimmering, shimmering shadow on the ground, illuminating the couple's shared life with a warm glow. The image, dominated by warm gold and deep green, creates an atmosphere of profound tranquility, warmth, and a timeless sense of timelessness. It's as if time has frozen in time, leaving only the poetic silhouettes of the couple as they journey into the depths of time.",
+ "token_credit_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a perfectly symmetrical, fixed long shot from a level angle capturing a straight, tree-lined path with tall, upright sycamore trees forming a lush archway over the scene. In the center, an elderly couple with graying hair slowly walks forward, framed centrally. The grandfather wears a slightly worn but immaculate khaki jacket with a light gray sweater; the grandfather has short silver hair and rests his arm around the wife. The wife has silver hair in a simple bun and wears a dark red knitted cardigan, with her other hand resting on the husband's arm. They walk slowly and deliberately, on a ground scattered with golden fallen leaves. Soft afternoon sunlight filters through the branches, casting shimmering shadows and creating a warm, tranquil mood with a timeless feel.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, with consistent lighting and color balance. There are no major distortions or artifacts, and motion appears smooth across the sequence. However, the rendering does not reach high-end realism; some textures and fine details are simplified, resulting in a slightly artificial look typical of AI-generated content. The result is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a fixed long shot from a level angle, a straight tree-lined path, and a central elderly couple walking slowly. The setting, clothing cues, and general composition align well with the description. Some specifics—such as exact tree species and precise hand positioning—are not perfectly matched, but these deviations do not significantly detract from the overall correspondence. The scene conveys the intended mood and narrative with high fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, natural walking dynamics, and coherent environmental interactions. Lighting and shadows are generally believable, and the spatial relationships among the couple and surroundings are reasonable. Minor inconsistencies may appear in fine-grained details, but there are no major violations of common-sense physics.\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": 3.296875,
+ "TA": 3.09375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a perfectly symmetrical, fixed long shot from a level angle capturing a straight, tree-lined path with tall, upright sycamore trees forming a lush archway over the scene. In the center, an elderly couple with graying hair slowly walks forward, framed centrally. The grandfather wears a slightly worn but immaculate khaki jacket with a light gray sweater; the grandfather has short silver hair and rests his arm around the wife. The wife has silver hair in a simple bun and wears a dark red knitted cardigan, with her other hand resting on the husband's arm. They walk slowly and deliberately, on a ground scattered with golden fallen leaves. Soft afternoon sunlight filters through the branches, casting shimmering shadows and creating a warm, tranquil mood with a timeless feel.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, with consistent lighting and color balance. There are no major distortions or artifacts, and motion appears smooth across the sequence. However, the rendering does not reach high-end realism; some textures and fine details are simplified, resulting in a slightly artificial look typical of AI-generated content. The result is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a fixed long shot from a level angle, a straight tree-lined path, and a central elderly couple walking slowly. The setting, clothing cues, and general composition align well with the description. Some specifics—such as exact tree species and precise hand positioning—are not perfectly matched, but these deviations do not significantly detract from the overall correspondence. The scene conveys the intended mood and narrative with high fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, natural walking dynamics, and coherent environmental interactions. Lighting and shadows are generally believable, and the spatial relationships among the couple and surroundings are reasonable. Minor inconsistencies may appear in fine-grained details, but there are no major violations of common-sense physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "perfectly symmetrical, fixed long shot, shot from a level angle, captures a straight, tree-lined path. Tall, upright sycamore trees line the path, their lush branches intertwining in the air, forming a natural, deep, green archway that stretches to the frame's vanishing point. In the center of this path, stretching into the distance, an elderly couple with graying hair slowly walks forward, their silhouettes forming the absolute center of the frame. The grandfather, wearing a slightly worn but immaculate khaki jacket and a light gray sweater, his meticulously combed short silver hair gleaming softly in the sunlight, rests his sturdy arm firmly around the grandmother's shoulders. Though slightly stooped, his steps are firm and protective. The grandmother rests comfortably in the grandfather's arms. She, too, has silver hair pulled back in a simple bun and wears a dark red knitted cardigan. Her other hand rests gently on the grandfather's arm, a gesture of trust and dependence. Their steps are incredibly slow and coordinated, each step carefully placed on the ground strewn with golden fallen leaves. The soft afternoon sunlight filters through the branches, casting a shimmering, shimmering shadow on the ground, illuminating the couple's shared life with a warm glow. The image, dominated by warm gold and deep green, creates an atmosphere of profound tranquility, warmth, and a timeless sense of timelessness. It's as if time has frozen in time, leaving only the poetic silhouettes of the couple as they journey into the depths of time.",
+ "seed": 24481,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_15/index_1971_seed_24481_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 3.359375,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "perfectly symmetrical, fixed long shot, shot from a level angle, captures a straight, tree-lined path. Tall, upright sycamore trees line the path, their lush branches intertwining in the air, forming a natural, deep, green archway that stretches to the frame's vanishing point. In the center of this path, stretching into the distance, an elderly couple with graying hair slowly walks forward, their silhouettes forming the absolute center of the frame. The grandfather, wearing a slightly worn but immaculate khaki jacket and a light gray sweater, his meticulously combed short silver hair gleaming softly in the sunlight, rests his sturdy arm firmly around the grandmother's shoulders. Though slightly stooped, his steps are firm and protective. The grandmother rests comfortably in the grandfather's arms. She, too, has silver hair pulled back in a simple bun and wears a dark red knitted cardigan. Her other hand rests gently on the grandfather's arm, a gesture of trust and dependence. Their steps are incredibly slow and coordinated, each step carefully placed on the ground strewn with golden fallen leaves. The soft afternoon sunlight filters through the branches, casting a shimmering, shimmering shadow on the ground, illuminating the couple's shared life with a warm glow. The image, dominated by warm gold and deep green, creates an atmosphere of profound tranquility, warmth, and a timeless sense of timelessness. It's as if time has frozen in time, leaving only the poetic silhouettes of the couple as they journey into the depths of time.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a perfectly symmetrical, fixed long shot from a level angle capturing a straight, tree-lined path with tall, upright sycamore trees forming a lush archway over the central elderly couple walking slowly forward. The scene should feature a grandfather in a slightly worn but immaculate khaki jacket with a light gray sweater, and a grandmother in a dark red knitted cardigan, both with gray hair, walking in perfect harmony under warm afternoon light filtering through the branches.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, with consistent lighting and natural color tones. There are no major distortions or artifacts, and the composition remains stable across frames. However, the sequence feels relatively static with limited motion between frames, giving a somewhat stiff impression rather than fluid movement. This reduces perceived realism but does not undermine basic clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a fixed, level-angle view of a straight path with trees forming an archway, and an elderly couple positioned centrally, with the man wearing a khaki jacket and the woman in a dark red cardigan, both with gray hair. The setting, color palette, and mood align well with the description. Some minor deviations exist: the hair styling details are not perfectly matched, and the walking cadence appears slower and more coordinated than described. Despite these small differences, the core elements and atmosphere closely reflect the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible body proportions, clothing fit, and environmental interactions, with lighting and shadows behaving realistically. The main limitation is the near-static presentation, which dampens the perception of natural movement and can introduce a slight artificial feel, though there are no obvious physical implausibilities.\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": 3.296875,
+ "TA": 2.96875,
+ "MQ": 3.359375,
+ "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 perfectly symmetrical, fixed long shot from a level angle capturing a straight, tree-lined path with tall, upright sycamore trees forming a lush archway over the central elderly couple walking slowly forward. The scene should feature a grandfather in a slightly worn but immaculate khaki jacket with a light gray sweater, and a grandmother in a dark red knitted cardigan, both with gray hair, walking in perfect harmony under warm afternoon light filtering through the branches.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, with consistent lighting and natural color tones. There are no major distortions or artifacts, and the composition remains stable across frames. However, the sequence feels relatively static with limited motion between frames, giving a somewhat stiff impression rather than fluid movement. This reduces perceived realism but does not undermine basic clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a fixed, level-angle view of a straight path with trees forming an archway, and an elderly couple positioned centrally, with the man wearing a khaki jacket and the woman in a dark red cardigan, both with gray hair. The setting, color palette, and mood align well with the description. Some minor deviations exist: the hair styling details are not perfectly matched, and the walking cadence appears slower and more coordinated than described. Despite these small differences, the core elements and atmosphere closely reflect the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible body proportions, clothing fit, and environmental interactions, with lighting and shadows behaving realistically. The main limitation is the near-static presentation, which dampens the perception of natural movement and can introduce a slight artificial feel, though there are no obvious physical implausibilities.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_2/index_tensor([4317, 4317])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_2/index_tensor([4317, 4317])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2b43f00762e15614d8912e6dcbf2fb38306a8b3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_2/index_tensor([4317, 4317])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, eye-level macro shot meticulously depicts a classic pink plastic eraser, its sharp rectangular shape balanced with incredible delicacy at its narrowest edge. Resting on the richly textured surface of a dark wooden table, its deep, swirling textures cast into high relief. A single, intense, warm golden light from an unseen desk lamp illuminates the scene from the side, casting a long, dramatic, sharp shadow of the eraser against the wood. Suddenly, a barely perceptible vibration travels through the table, disrupting the eraser's precarious balance. At first, it begins to tilt slowly and deliberately, its center of gravity passing the point of no return. Then, succumbing to gravity, it falls decisively, performing a single, clean, end-to-end rotation in a graceful arc above the table's surface, its corners catching the light as it spins. The movement climaxes as it lands flat on the ground with a soft, implied impact, gliding for a short distance over the polished texture before coming to a final, definitive stop, its long, tense shadow collapsing into a compact, solid outline that now rests in a quiet, warm glow, creating an atmosphere of resolved tension and tranquility.",
+ "seed": 13326,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_2/index_4317_seed_13326_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 1.4921875,
+ "video_score2_mq": 2.640625,
+ "video_score2_overall": 7.9375,
+ "avg": 7.9140625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level macro shot meticulously depicts a classic pink plastic eraser, its sharp rectangular shape balanced with incredible delicacy at its narrowest edge. Resting on the richly textured surface of a dark wooden table, its deep, swirling textures cast into high relief. A single, intense, warm golden light from an unseen desk lamp illuminates the scene from the side, casting a long, dramatic, sharp shadow of the eraser against the wood. Suddenly, a barely perceptible vibration travels through the table, disrupting the eraser's precarious balance. At first, it begins to tilt slowly and deliberately, its center of gravity passing the point of no return. Then, succumbing to gravity, it falls decisively, performing a single, clean, end-to-end rotation in a graceful arc above the table's surface, its corners catching the light as it spins. The movement climaxes as it lands flat on the ground with a soft, implied impact, gliding for a short distance over the polished texture before coming to a final, definitive stop, its long, tense shadow collapsing into a compact, solid outline that now rests in a quiet, warm glow, creating an atmosphere of resolved tension and tranquility.",
+ "token_credit_reward": 7.9375,
+ "selected_reward": 7.9375,
+ "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:\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\nText Prompt Analysis:\nThe prompt describes a dynamic sequence involving a pink eraser on a dark wooden table, with a dramatic lighting setup and a precise progression of tilting, falling, and landing. In the actual video, the content is largely static: the eraser sits on a light-colored surface with warm lighting, and there is little to no motion or narrative progression. The described dynamic arc, rotation, and impact are not realized, resulting in a substantial mismatch between the prompt and the observed footage.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clear rendering of the eraser and surface, with consistent lighting and minimal visible artifacts. However, because the sequence lacks motion, the overall visual impact is limited. The video reads as a still-life rather than a dynamic action, which lowers the perceived visual quality relative to the prompt’s implied motion.\n\nText-to-Video Alignment Assessment:\nThere is a pronounced misalignment between the textual description and the actual video. The prompt calls for a moving, shadow-rich, dramatic scene with a tilted, rotating eraser and a decisive fall; none of these elements appear in the footage. The result is a near-complete failure to translate the prompt into the intended motion narrative, indicating very low alignment.\n\nPhysical/Common-sense Consistency:\nFrom a basic physics standpoint, the scene remains plausible: the eraser rests stably on a surface under consistent lighting, with no obvious physical contradictions. The lack of motion does not introduce any physical inconsistency; it simply fails to convey the described dynamics. Overall, physical consistency is acceptable but does not compensate for the missing narrative execution.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 1,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "MQ": 2.640625,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\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\nText Prompt Analysis:\nThe prompt describes a dynamic sequence involving a pink eraser on a dark wooden table, with a dramatic lighting setup and a precise progression of tilting, falling, and landing. In the actual video, the content is largely static: the eraser sits on a light-colored surface with warm lighting, and there is little to no motion or narrative progression. The described dynamic arc, rotation, and impact are not realized, resulting in a substantial mismatch between the prompt and the observed footage.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clear rendering of the eraser and surface, with consistent lighting and minimal visible artifacts. However, because the sequence lacks motion, the overall visual impact is limited. The video reads as a still-life rather than a dynamic action, which lowers the perceived visual quality relative to the prompt’s implied motion.\n\nText-to-Video Alignment Assessment:\nThere is a pronounced misalignment between the textual description and the actual video. The prompt calls for a moving, shadow-rich, dramatic scene with a tilted, rotating eraser and a decisive fall; none of these elements appear in the footage. The result is a near-complete failure to translate the prompt into the intended motion narrative, indicating very low alignment.\n\nPhysical/Common-sense Consistency:\nFrom a basic physics standpoint, the scene remains plausible: the eraser rests stably on a surface under consistent lighting, with no obvious physical contradictions. The lack of motion does not introduce any physical inconsistency; it simply fails to convey the described dynamics. Overall, physical consistency is acceptable but does not compensate for the missing narrative execution.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level macro shot meticulously depicts a classic pink plastic eraser, its sharp rectangular shape balanced with incredible delicacy at its narrowest edge. Resting on the richly textured surface of a dark wooden table, its deep, swirling textures cast into high relief. A single, intense, warm golden light from an unseen desk lamp illuminates the scene from the side, casting a long, dramatic, sharp shadow of the eraser against the wood. Suddenly, a barely perceptible vibration travels through the table, disrupting the eraser's precarious balance. At first, it begins to tilt slowly and deliberately, its center of gravity passing the point of no return. Then, succumbing to gravity, it falls decisively, performing a single, clean, end-to-end rotation in a graceful arc above the table's surface, its corners catching the light as it spins. The movement climaxes as it lands flat on the ground with a soft, implied impact, gliding for a short distance over the polished texture before coming to a final, definitive stop, its long, tense shadow collapsing into a compact, solid outline that now rests in a quiet, warm glow, creating an atmosphere of resolved tension and tranquility.",
+ "seed": 13327,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_2/index_4317_seed_13327_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 1.609375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.71875,
+ "avg": 7.734375,
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+ "question": "static, eye-level macro shot meticulously depicts a classic pink plastic eraser, its sharp rectangular shape balanced with incredible delicacy at its narrowest edge. Resting on the richly textured surface of a dark wooden table, its deep, swirling textures cast into high relief. A single, intense, warm golden light from an unseen desk lamp illuminates the scene from the side, casting a long, dramatic, sharp shadow of the eraser against the wood. Suddenly, a barely perceptible vibration travels through the table, disrupting the eraser's precarious balance. At first, it begins to tilt slowly and deliberately, its center of gravity passing the point of no return. Then, succumbing to gravity, it falls decisively, performing a single, clean, end-to-end rotation in a graceful arc above the table's surface, its corners catching the light as it spins. The movement climaxes as it lands flat on the ground with a soft, implied impact, gliding for a short distance over the polished texture before coming to a final, definitive stop, its long, tense shadow collapsing into a compact, solid outline that now rests in a quiet, warm glow, creating an atmosphere of resolved tension and tranquility.",
+ "token_credit_reward": 7.71875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level macro shot of a classic pink plastic eraser resting on a richly textured dark wooden table, with a single intense warm light from an unseen desk lamp casting a long dramatic shadow. It then describes a sequence where the eraser tilts, rotates, and lands on the ground with a soft impact, ending in a final stop with a collapsed shadow.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The pink eraser is well defined and the wooden surface shows texture. There is some motion blur during rotation, but overall the imagery remains coherent and artifact-free. Overall Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt, including the pink eraser, the wooden surface, and the warm lighting with a visible shadow. However, the dynamic sequence—tilting, rotation, and landing—is not convincingly realized; the motion appears limited and the dramatic progression is underdeveloped. Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the eraser sits on the table, lighting and shadows behave consistently, and there are no obvious physics violations. The lack of a fully convincing dynamic sequence reduces realism somewhat, but overall physical consistency remains acceptable (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 1.609375,
+ "MQ": 2.90625,
+ "Overall": 7.71875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level macro shot of a classic pink plastic eraser resting on a richly textured dark wooden table, with a single intense warm light from an unseen desk lamp casting a long dramatic shadow. It then describes a sequence where the eraser tilts, rotates, and lands on the ground with a soft impact, ending in a final stop with a collapsed shadow.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The pink eraser is well defined and the wooden surface shows texture. There is some motion blur during rotation, but overall the imagery remains coherent and artifact-free. Overall Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt, including the pink eraser, the wooden surface, and the warm lighting with a visible shadow. However, the dynamic sequence—tilting, rotation, and landing—is not convincingly realized; the motion appears limited and the dramatic progression is underdeveloped. Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the eraser sits on the table, lighting and shadows behave consistently, and there are no obvious physics violations. The lack of a fully convincing dynamic sequence reduces realism somewhat, but overall physical consistency remains acceptable (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, eye-level macro shot meticulously depicts a classic pink plastic eraser, its sharp rectangular shape balanced with incredible delicacy at its narrowest edge. Resting on the richly textured surface of a dark wooden table, its deep, swirling textures cast into high relief. A single, intense, warm golden light from an unseen desk lamp illuminates the scene from the side, casting a long, dramatic, sharp shadow of the eraser against the wood. Suddenly, a barely perceptible vibration travels through the table, disrupting the eraser's precarious balance. At first, it begins to tilt slowly and deliberately, its center of gravity passing the point of no return. Then, succumbing to gravity, it falls decisively, performing a single, clean, end-to-end rotation in a graceful arc above the table's surface, its corners catching the light as it spins. The movement climaxes as it lands flat on the ground with a soft, implied impact, gliding for a short distance over the polished texture before coming to a final, definitive stop, its long, tense shadow collapsing into a compact, solid outline that now rests in a quiet, warm glow, creating an atmosphere of resolved tension and tranquility.",
+ "seed": 13328,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_2/index_4317_seed_13328_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.640625,
+ "video_score2_ta": 1.5625,
+ "video_score2_mq": 3.46875,
+ "video_score2_overall": 8.625,
+ "avg": 8.671875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level macro shot meticulously depicts a classic pink plastic eraser, its sharp rectangular shape balanced with incredible delicacy at its narrowest edge. Resting on the richly textured surface of a dark wooden table, its deep, swirling textures cast into high relief. A single, intense, warm golden light from an unseen desk lamp illuminates the scene from the side, casting a long, dramatic, sharp shadow of the eraser against the wood. Suddenly, a barely perceptible vibration travels through the table, disrupting the eraser's precarious balance. At first, it begins to tilt slowly and deliberately, its center of gravity passing the point of no return. Then, succumbing to gravity, it falls decisively, performing a single, clean, end-to-end rotation in a graceful arc above the table's surface, its corners catching the light as it spins. The movement climaxes as it lands flat on the ground with a soft, implied impact, gliding for a short distance over the polished texture before coming to a final, definitive stop, its long, tense shadow collapsing into a compact, solid outline that now rests in a quiet, warm glow, creating an atmosphere of resolved tension and tranquility.",
+ "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 dynamic sequence involving a pink eraser on a wooden surface, including tilt, fall, rotation, and landing. The video, however, presents a largely static scene with minimal motion, resulting in a mismatch between the described action and what is shown.\n\nVisual Quality Analysis:\nThe visuals are clear and well-lit, with good texture detail on the eraser and the wooden surface. The lighting is warm and consistent, and there are no obvious artifacts or distortions. However, the sequence lacks the intended dynamic motion, making the overall visual experience feel more like a still-life than a kinetic scene. Overall Visual Quality score: 4/5.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced gap between the prompt and the actual content. The video does not depict the eraser tilting, falling, rotating, or landing as described; instead, the object remains largely stationary across frames. This represents a significant misalignment with the requested narrative, yielding a Text-to-Video Alignment score of 2/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the eraser sits stably on the surface, lighting and shadows behave consistently, and there are no evident physics violations. The lack of motion does not introduce physical inconsistencies, so Physical/Common-sense Consistency remains strong (4/5).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 2\nPhysical/Common-sense Consistency: 4\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 2\n(3) physical/common-sense consistency - naturalness and physics plausibility: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 2,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.640625,
+ "TA": 1.5625,
+ "MQ": 3.46875,
+ "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 dynamic sequence involving a pink eraser on a wooden surface, including tilt, fall, rotation, and landing. The video, however, presents a largely static scene with minimal motion, resulting in a mismatch between the described action and what is shown.\n\nVisual Quality Analysis:\nThe visuals are clear and well-lit, with good texture detail on the eraser and the wooden surface. The lighting is warm and consistent, and there are no obvious artifacts or distortions. However, the sequence lacks the intended dynamic motion, making the overall visual experience feel more like a still-life than a kinetic scene. Overall Visual Quality score: 4/5.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced gap between the prompt and the actual content. The video does not depict the eraser tilting, falling, rotating, or landing as described; instead, the object remains largely stationary across frames. This represents a significant misalignment with the requested narrative, yielding a Text-to-Video Alignment score of 2/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the eraser sits stably on the surface, lighting and shadows behave consistently, and there are no evident physics violations. The lack of motion does not introduce physical inconsistencies, so Physical/Common-sense Consistency remains strong (4/5).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 2\nPhysical/Common-sense Consistency: 4\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 2\n(3) physical/common-sense consistency - naturalness and physics plausibility: 4"
+ ]
+ },
+ {
+ "prompt": "static, eye-level macro shot meticulously depicts a classic pink plastic eraser, its sharp rectangular shape balanced with incredible delicacy at its narrowest edge. Resting on the richly textured surface of a dark wooden table, its deep, swirling textures cast into high relief. A single, intense, warm golden light from an unseen desk lamp illuminates the scene from the side, casting a long, dramatic, sharp shadow of the eraser against the wood. Suddenly, a barely perceptible vibration travels through the table, disrupting the eraser's precarious balance. At first, it begins to tilt slowly and deliberately, its center of gravity passing the point of no return. Then, succumbing to gravity, it falls decisively, performing a single, clean, end-to-end rotation in a graceful arc above the table's surface, its corners catching the light as it spins. The movement climaxes as it lands flat on the ground with a soft, implied impact, gliding for a short distance over the polished texture before coming to a final, definitive stop, its long, tense shadow collapsing into a compact, solid outline that now rests in a quiet, warm glow, creating an atmosphere of resolved tension and tranquility.",
+ "seed": 13329,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_2/index_4317_seed_13329_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 1.46875,
+ "video_score2_mq": 3.4375,
+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
+ "reward_records": [
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+ "question": "static, eye-level macro shot meticulously depicts a classic pink plastic eraser, its sharp rectangular shape balanced with incredible delicacy at its narrowest edge. Resting on the richly textured surface of a dark wooden table, its deep, swirling textures cast into high relief. A single, intense, warm golden light from an unseen desk lamp illuminates the scene from the side, casting a long, dramatic, sharp shadow of the eraser against the wood. Suddenly, a barely perceptible vibration travels through the table, disrupting the eraser's precarious balance. At first, it begins to tilt slowly and deliberately, its center of gravity passing the point of no return. Then, succumbing to gravity, it falls decisively, performing a single, clean, end-to-end rotation in a graceful arc above the table's surface, its corners catching the light as it spins. The movement climaxes as it lands flat on the ground with a soft, implied impact, gliding for a short distance over the polished texture before coming to a final, definitive stop, its long, tense shadow collapsing into a compact, solid outline that now rests in a quiet, warm glow, creating an atmosphere of resolved tension and tranquility.",
+ "token_credit_reward": 8.6875,
+ "selected_reward": 8.6875,
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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 dynamic sequence involving a pink eraser on a wooden surface, including tilt, fall, rotation, and landing. The video, however, presents a largely static scene with minimal motion, resulting in a mismatch between the described action and what is shown.\n\nVisual Quality Analysis:\nThe visuals are clear and well-lit, with good focus on the eraser and a detailed wooden surface. The lighting is warm and consistent, and there are no obvious artifacts or distortions. However, the sequence lacks the intended dynamic movement, making the overall visual experience feel more like a still-life than the energetic action described. Overall Visual Quality score: 4/5.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced gap between the prompt and the actual content. The video does not depict the eraser tilting, falling, rotating, or landing as described; instead, the object remains largely stationary across frames. This represents a significant misalignment with the requested narrative, yielding a Text-to-Video Alignment score of 2/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the eraser sits stably on the surface, lighting and shadows behave consistently, and there are no evident physics violations. The lack of motion does not introduce physical inconsistencies, so Physical/Common-sense Consistency remains strong (4/5).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 2\nPhysical/Common-sense Consistency: 4\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 2\n(3) physical/common-sense consistency - naturalness and physics plausibility: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 2,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.78125,
+ "TA": 1.46875,
+ "MQ": 3.4375,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic sequence involving a pink eraser on a wooden surface, including tilt, fall, rotation, and landing. The video, however, presents a largely static scene with minimal motion, resulting in a mismatch between the described action and what is shown.\n\nVisual Quality Analysis:\nThe visuals are clear and well-lit, with good focus on the eraser and a detailed wooden surface. The lighting is warm and consistent, and there are no obvious artifacts or distortions. However, the sequence lacks the intended dynamic movement, making the overall visual experience feel more like a still-life than the energetic action described. Overall Visual Quality score: 4/5.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced gap between the prompt and the actual content. The video does not depict the eraser tilting, falling, rotating, or landing as described; instead, the object remains largely stationary across frames. This represents a significant misalignment with the requested narrative, yielding a Text-to-Video Alignment score of 2/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the eraser sits stably on the surface, lighting and shadows behave consistently, and there are no evident physics violations. The lack of motion does not introduce physical inconsistencies, so Physical/Common-sense Consistency remains strong (4/5).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 2\nPhysical/Common-sense Consistency: 4\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 2\n(3) physical/common-sense consistency - naturalness and physics plausibility: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_3/index_tensor([2897, 2897])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_3/index_tensor([2897, 2897])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..688dab7294824e8fa30b7061f3dd59c62b7bf882
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_3/index_tensor([2897, 2897])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up overhead shot, the camera held absolutely still, focused on the center of a pure black, nonreflective background. A plump, glossy scarlet chili pepper rests quietly in the center of the frame, its smooth skin reflecting sharp highlights under dramatic overhead lighting. Without warning, the pepper's skin suddenly tears outward from the inside, sending scalding, slightly sticky orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds, mixed with shredded shreds of bright red flesh, are hurled into the air. High-speed photography captures this thousandth-of-a-second moment. The splattering droplets condense in the air into crystalline spheres and elongated lines, which are pierced by light, refracting brilliantly and contrasting sharply against the deep black background. The entire image is imbued with a powerful visual impact and a sense of raw, searing energy, creating a tense atmosphere that is both violent and beautiful.",
+ "seed": 17780,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_3/index_2897_seed_17780_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.640625,
+ "video_score2_ta": 2.28125,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 7.8125,
+ "avg": 7.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up overhead shot, the camera held absolutely still, focused on the center of a pure black, nonreflective background. A plump, glossy scarlet chili pepper rests quietly in the center of the frame, its smooth skin reflecting sharp highlights under dramatic overhead lighting. Without warning, the pepper's skin suddenly tears outward from the inside, sending scalding, slightly sticky orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds, mixed with shredded shreds of bright red flesh, are hurled into the air. High-speed photography captures this thousandth-of-a-second moment. The splattering droplets condense in the air into crystalline spheres and elongated lines, which are pierced by light, refracting brilliantly and contrasting sharply against the deep black background. The entire image is imbued with a powerful visual impact and a sense of raw, searing energy, creating a tense atmosphere that is both violent and beautiful.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
+ "frame_importance": [
+ 0.3985978066921234,
+ 0.19839127361774445,
+ 0.40301093459129333
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up overhead shot with a pure black nonreflective background, featuring a plump glossy scarlet chili pepper centered in the frame. The scene should show the pepper's skin tearing outward from the inside, with scalding orange-red juice radiating outward and numerous pale yellow seeds mixed with shredded red flesh being hurled into the air. High-speed photography captures this moment, with droplets condensing into crystalline spheres and elongated lines that refract light against the dark background. The overall intent is to convey raw, searing energy and a tense atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and color contrast, but there are noticeable artifacts and some softness in fine details. The imagery is not consistently crisp throughout, and occasional motion blur or compression effects reduce perceived sharpness. Lighting remains dramatic and the color palette stays vivid, yet the sequence does not achieve high-fidelity rendering across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the core elements — a central pepper, a dark background, and an explosive release of orange-red liquid with scattered particles. However, several specifics diverge: the background tone leans toward gray rather than pure black; the seeds appear more golden/yellow and not clearly pale; the liquid dynamics and seed dispersion are plausible but not perfectly synchronized with the textual description. The overall depiction captures the intended scenario but with notable deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid spray, seed dispersal, and general motion follow plausible physics for a high-energy food-impact event. There are no glaring violations of common-sense expectations, though some timing and trajectory details could be refined to improve realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.28125,
+ "MQ": 2.875,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up overhead shot with a pure black nonreflective background, featuring a plump glossy scarlet chili pepper centered in the frame. The scene should show the pepper's skin tearing outward from the inside, with scalding orange-red juice radiating outward and numerous pale yellow seeds mixed with shredded red flesh being hurled into the air. High-speed photography captures this moment, with droplets condensing into crystalline spheres and elongated lines that refract light against the dark background. The overall intent is to convey raw, searing energy and a tense atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and color contrast, but there are noticeable artifacts and some softness in fine details. The imagery is not consistently crisp throughout, and occasional motion blur or compression effects reduce perceived sharpness. Lighting remains dramatic and the color palette stays vivid, yet the sequence does not achieve high-fidelity rendering across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the core elements — a central pepper, a dark background, and an explosive release of orange-red liquid with scattered particles. However, several specifics diverge: the background tone leans toward gray rather than pure black; the seeds appear more golden/yellow and not clearly pale; the liquid dynamics and seed dispersion are plausible but not perfectly synchronized with the textual description. The overall depiction captures the intended scenario but with notable deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid spray, seed dispersal, and general motion follow plausible physics for a high-energy food-impact event. There are no glaring violations of common-sense expectations, though some timing and trajectory details could be refined to improve realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up overhead shot, the camera held absolutely still, focused on the center of a pure black, nonreflective background. A plump, glossy scarlet chili pepper rests quietly in the center of the frame, its smooth skin reflecting sharp highlights under dramatic overhead lighting. Without warning, the pepper's skin suddenly tears outward from the inside, sending scalding, slightly sticky orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds, mixed with shredded shreds of bright red flesh, are hurled into the air. High-speed photography captures this thousandth-of-a-second moment. The splattering droplets condense in the air into crystalline spheres and elongated lines, which are pierced by light, refracting brilliantly and contrasting sharply against the deep black background. The entire image is imbued with a powerful visual impact and a sense of raw, searing energy, creating a tense atmosphere that is both violent and beautiful.",
+ "seed": 17781,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_3/index_2897_seed_17781_dp_6_rank_12_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.15625,
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+ "video_score2_overall": 7.0,
+ "avg": 7.015625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up overhead shot, the camera held absolutely still, focused on the center of a pure black, nonreflective background. A plump, glossy scarlet chili pepper rests quietly in the center of the frame, its smooth skin reflecting sharp highlights under dramatic overhead lighting. Without warning, the pepper's skin suddenly tears outward from the inside, sending scalding, slightly sticky orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds, mixed with shredded shreds of bright red flesh, are hurled into the air. High-speed photography captures this thousandth-of-a-second moment. The splattering droplets condense in the air into crystalline spheres and elongated lines, which are pierced by light, refracting brilliantly and contrasting sharply against the deep black background. The entire image is imbued with a powerful visual impact and a sense of raw, searing energy, creating a tense atmosphere that is both violent and beautiful.",
+ "token_credit_reward": 7.0,
+ "selected_reward": 7.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up overhead shot with a stationary camera on a pure black nonreflective background. A plump, glossy red chili pepper sits at the center, its skin reflecting highlights under dramatic overhead lighting. The skin then tears outward, sending scalding orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds mix with shredded red flesh as droplets condense in the air into crystalline spheres and elongated lines, refracting light against the dark backdrop. The scene aims for a powerful visual impact and a tense atmosphere that is both violent and beautiful.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially during the dynamic moments. The imagery has a painterly or stylized look rather than strict photorealism, and there are occasional artifacts that reduce crispness. Lighting and contrast are present but do not achieve high-fidelity realism; the result reads as mid-range rather than premium.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes several key elements such as an overhead framing, a central object, and a dark background, crucial aspects of the prompt are not convincingly realized. The dramatic tearing of the pepper skin and the explosive release of juice are not clearly depicted, and the sequence does not convincingly convey the described kinetic moment. The overall depiction captures some surface features but misses essential dynamic details, yielding only partial fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the general motion appears coherent. However, some interactions—such as the exact dynamics of the juice spray and seed dispersion—do not fully align with real-world physics, resulting in mild inconsistencies without breaking overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.21875,
+ "TA": 2.15625,
+ "MQ": 2.640625,
+ "Overall": 7.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up overhead shot with a stationary camera on a pure black nonreflective background. A plump, glossy red chili pepper sits at the center, its skin reflecting highlights under dramatic overhead lighting. The skin then tears outward, sending scalding orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds mix with shredded red flesh as droplets condense in the air into crystalline spheres and elongated lines, refracting light against the dark backdrop. The scene aims for a powerful visual impact and a tense atmosphere that is both violent and beautiful.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially during the dynamic moments. The imagery has a painterly or stylized look rather than strict photorealism, and there are occasional artifacts that reduce crispness. Lighting and contrast are present but do not achieve high-fidelity realism; the result reads as mid-range rather than premium.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes several key elements such as an overhead framing, a central object, and a dark background, crucial aspects of the prompt are not convincingly realized. The dramatic tearing of the pepper skin and the explosive release of juice are not clearly depicted, and the sequence does not convincingly convey the described kinetic moment. The overall depiction captures some surface features but misses essential dynamic details, yielding only partial fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the general motion appears coherent. However, some interactions—such as the exact dynamics of the juice spray and seed dispersion—do not fully align with real-world physics, resulting in mild inconsistencies without breaking overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up overhead shot, the camera held absolutely still, focused on the center of a pure black, nonreflective background. A plump, glossy scarlet chili pepper rests quietly in the center of the frame, its smooth skin reflecting sharp highlights under dramatic overhead lighting. Without warning, the pepper's skin suddenly tears outward from the inside, sending scalding, slightly sticky orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds, mixed with shredded shreds of bright red flesh, are hurled into the air. High-speed photography captures this thousandth-of-a-second moment. The splattering droplets condense in the air into crystalline spheres and elongated lines, which are pierced by light, refracting brilliantly and contrasting sharply against the deep black background. The entire image is imbued with a powerful visual impact and a sense of raw, searing energy, creating a tense atmosphere that is both violent and beautiful.",
+ "seed": 17782,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_3/index_2897_seed_17782_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 2.0625,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 7.8125,
+ "avg": 7.796875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up overhead shot, the camera held absolutely still, focused on the center of a pure black, nonreflective background. A plump, glossy scarlet chili pepper rests quietly in the center of the frame, its smooth skin reflecting sharp highlights under dramatic overhead lighting. Without warning, the pepper's skin suddenly tears outward from the inside, sending scalding, slightly sticky orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds, mixed with shredded shreds of bright red flesh, are hurled into the air. High-speed photography captures this thousandth-of-a-second moment. The splattering droplets condense in the air into crystalline spheres and elongated lines, which are pierced by light, refracting brilliantly and contrasting sharply against the deep black background. The entire image is imbued with a powerful visual impact and a sense of raw, searing energy, creating a tense atmosphere that is both violent and beautiful.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up overhead shot with a pure black nonreflective background, featuring a plump glossy scarlet chili pepper centered in the frame. The scene should show the pepper's skin tearing outward from the inside, with scalding orange-red juice radiating outward with explosive force, numerous pale yellow chili seeds mixed with shredded bright red flesh being hurled into the air, high-speed photography capturing a thousandth-of-a-second moment, splattering droplets condensing into crystalline spheres and lines, and a powerful visual impact with a tense atmosphere that is both violent and beautiful.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The imagery is reasonably clear with decent color saturation and some dynamic lighting cues, but there are noticeable inconsistencies in sharpness across frames and occasional artifacts that prevent a higher rating. The motion appears plausible at times, yet the overall polish is not consistently maintained throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes some elements such as an overhead perspective and visible orange-red liquid, key aspects of the prompt are not convincingly realized: the background does not appear truly pure black and nonreflective, the central focus on a single pepper is not clearly established, and the dramatic sequence of the pepper tearing and seeds being hurled is not convincingly depicted. The result is a partial match with notable deviations from the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid dynamics and seed dispersal are broadly plausible, and the motion follows expected trajectories, but there are minor inconsistencies in scale and timing that prevent a stronger sense of realism. Overall, the scene remains believable within common-sense expectations.\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": 3.0,
+ "TA": 2.0625,
+ "MQ": 2.734375,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up overhead shot with a pure black nonreflective background, featuring a plump glossy scarlet chili pepper centered in the frame. The scene should show the pepper's skin tearing outward from the inside, with scalding orange-red juice radiating outward with explosive force, numerous pale yellow chili seeds mixed with shredded bright red flesh being hurled into the air, high-speed photography capturing a thousandth-of-a-second moment, splattering droplets condensing into crystalline spheres and lines, and a powerful visual impact with a tense atmosphere that is both violent and beautiful.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The imagery is reasonably clear with decent color saturation and some dynamic lighting cues, but there are noticeable inconsistencies in sharpness across frames and occasional artifacts that prevent a higher rating. The motion appears plausible at times, yet the overall polish is not consistently maintained throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes some elements such as an overhead perspective and visible orange-red liquid, key aspects of the prompt are not convincingly realized: the background does not appear truly pure black and nonreflective, the central focus on a single pepper is not clearly established, and the dramatic sequence of the pepper tearing and seeds being hurled is not convincingly depicted. The result is a partial match with notable deviations from the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid dynamics and seed dispersal are broadly plausible, and the motion follows expected trajectories, but there are minor inconsistencies in scale and timing that prevent a stronger sense of realism. Overall, the scene remains believable within common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up overhead shot, the camera held absolutely still, focused on the center of a pure black, nonreflective background. A plump, glossy scarlet chili pepper rests quietly in the center of the frame, its smooth skin reflecting sharp highlights under dramatic overhead lighting. Without warning, the pepper's skin suddenly tears outward from the inside, sending scalding, slightly sticky orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds, mixed with shredded shreds of bright red flesh, are hurled into the air. High-speed photography captures this thousandth-of-a-second moment. The splattering droplets condense in the air into crystalline spheres and elongated lines, which are pierced by light, refracting brilliantly and contrasting sharply against the deep black background. The entire image is imbued with a powerful visual impact and a sense of raw, searing energy, creating a tense atmosphere that is both violent and beautiful.",
+ "seed": 17783,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_3/index_2897_seed_17783_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
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+ "question": "An extreme close-up overhead shot, the camera held absolutely still, focused on the center of a pure black, nonreflective background. A plump, glossy scarlet chili pepper rests quietly in the center of the frame, its smooth skin reflecting sharp highlights under dramatic overhead lighting. Without warning, the pepper's skin suddenly tears outward from the inside, sending scalding, slightly sticky orange-red juice radiating outward with explosive force. Countless pale yellow chili seeds, mixed with shredded shreds of bright red flesh, are hurled into the air. High-speed photography captures this thousandth-of-a-second moment. The splattering droplets condense in the air into crystalline spheres and elongated lines, which are pierced by light, refracting brilliantly and contrasting sharply against the deep black background. The entire image is imbued with a powerful visual impact and a sense of raw, searing energy, creating a tense atmosphere that is both violent and beautiful.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up overhead shot with a pure black nonreflective background, featuring a plump glossy scarlet chili pepper centered in the frame. The scene should show the pepper's skin tearing outward from the inside, with explosive radiating orange-red juice, countless pale yellow seeds, and scattered red flesh fragments. High-speed photography captures this moment, with droplets condensing into crystalline spheres and lines, refracting light against a deep black backdrop, conveying raw, searing energy and a tense atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, but there are noticeable artifacts and some inconsistencies in rendering. Frame-to-frame transitions are not perfectly smooth, and the seed rendering appears somewhat artificial rather than naturally integrated with the liquid dynamics. Lighting and contrast are generally adequate, yet the overall polish is not at the level of top-tier visuals.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the overhead perspective, the central placement of the pepper, and the presence of orange-red liquid and scattered seeds. However, certain aspects are not convincingly realized: the dramatic tearing of the pepper skin is not clearly depicted, and the seed dispersion lacks full organic spontaneity. The overall depiction aligns with the intended scenario but does not fully embody all dynamic details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid dynamics and seed motion are broadly plausible, with coherent color and viscosity cues. Some minor inconsistencies remain in how seeds interact with the liquid and in the timing of particle dispersion, but these do not severely undermine the overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 2.765625,
+ "MQ": 2.9375,
+ "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 an extreme close-up overhead shot with a pure black nonreflective background, featuring a plump glossy scarlet chili pepper centered in the frame. The scene should show the pepper's skin tearing outward from the inside, with explosive radiating orange-red juice, countless pale yellow seeds, and scattered red flesh fragments. High-speed photography captures this moment, with droplets condensing into crystalline spheres and lines, refracting light against a deep black backdrop, conveying raw, searing energy and a tense atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, but there are noticeable artifacts and some inconsistencies in rendering. Frame-to-frame transitions are not perfectly smooth, and the seed rendering appears somewhat artificial rather than naturally integrated with the liquid dynamics. Lighting and contrast are generally adequate, yet the overall polish is not at the level of top-tier visuals.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the overhead perspective, the central placement of the pepper, and the presence of orange-red liquid and scattered seeds. However, certain aspects are not convincingly realized: the dramatic tearing of the pepper skin is not clearly depicted, and the seed dispersion lacks full organic spontaneity. The overall depiction aligns with the intended scenario but does not fully embody all dynamic details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid dynamics and seed motion are broadly plausible, with coherent color and viscosity cues. Some minor inconsistencies remain in how seeds interact with the liquid and in the timing of particle dispersion, but these do not severely undermine the overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_4/index_tensor([7708, 7708])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_4/index_tensor([7708, 7708])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..96a6b7d2ec4a3df09a18c78aafcb579e0499c63e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_4/index_tensor([7708, 7708])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In the style of high-speed macro photography, the ground-based camera executes a dizzying, continuous rotation, capturing the dramatic transformation of the frozen, snow-covered forest floor. The initial footage reveals an exquisite, crystalline landscape of frost-covered soil and intricate ice formations. As an intense heat wave from an off-screen wildfire surges into view, the ice instantly vaporizes into shimmering plumes of steam. Simultaneously, a spider's web of fine cracks permeates the frozen ground, rapidly and decisively widening into deep, jagged fissures. Then, the ground violently splits and heaves in a chaotic ballet, revealing the dark, damp soil beneath. Within these newly formed fissures, glowing embers glow with pulsating fiery red-orange intensity, casting dramatic flickering light and deep, shifting shadows. The camera's relentless rotation, combined with the explosive fracturing of the ground, choreographs a dizzying dance of destruction, creating a mesmerizing and terrifying atmosphere of elemental clash, with every vaporizing particle of ice and every glowing spark captured in surreal, razor-sharp focus.",
+ "seed": 1972,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_4/index_7708_seed_1972_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.078125,
+ "video_score2_ta": 1.9609375,
+ "video_score2_mq": 3.734375,
+ "video_score2_overall": 8.75,
+ "avg": 8.7734375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In the style of high-speed macro photography, the ground-based camera executes a dizzying, continuous rotation, capturing the dramatic transformation of the frozen, snow-covered forest floor. The initial footage reveals an exquisite, crystalline landscape of frost-covered soil and intricate ice formations. As an intense heat wave from an off-screen wildfire surges into view, the ice instantly vaporizes into shimmering plumes of steam. Simultaneously, a spider's web of fine cracks permeates the frozen ground, rapidly and decisively widening into deep, jagged fissures. Then, the ground violently splits and heaves in a chaotic ballet, revealing the dark, damp soil beneath. Within these newly formed fissures, glowing embers glow with pulsating fiery red-orange intensity, casting dramatic flickering light and deep, shifting shadows. The camera's relentless rotation, combined with the explosive fracturing of the ground, choreographs a dizzying dance of destruction, creating a mesmerizing and terrifying atmosphere of elemental clash, with every vaporizing particle of ice and every glowing spark captured in surreal, razor-sharp focus.",
+ "token_credit_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro photography-style sequence featuring a ground-based camera performing a rapid, continuous rotation while capturing the dramatic transformation of a frozen, snow-covered forest floor. It envisions an initial reveal of a crystalline landscape that is followed by an intense heat surge from an off-screen fire, instantaneous vaporization of ice into shimmering steam plumes, a spider-web network of cracks expanding into deep fissures, and a ground that splits and heaves as the scene unfolds. The final elements include glowing embers within the fissures, a chaotic, dynamic destruction, and a mesmerizing, terrifying atmosphere of elemental clash.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally strong. The imagery maintains good clarity and sharpness, with well-rendered ice textures and convincing steam effects. Lighting and color grading contribute to a cinematic feel, and the motion appears smooth. However, there are occasional minor softness or compression artifacts in some frames, preventing a perfect top-tier score. Overall, Visual Quality is solid but not flawless (roughly 4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—close-up, high-speed macro-like presentation, a ground-level perspective, and visible ice formations with steam. However, key narrative elements are missing or underdeveloped: there is no clear depiction of an off-screen fire initiating the transformation, nor the dramatic progression described (spider-web cracks evolving into deep fissures, a ground split, or the appearance of glowing embers). The result is a moderate alignment overall (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe depicted physical interactions—ice melting, steam generation, and surface deformation—are plausible and coherent with the shown dynamics. Yet the absence of the described cause-and-effect sequence (fire initiation, progressive crack evolution, and ember presence) reduces the overall coherence with the intended scenario. The scene remains believable but incomplete in terms of the full physical narrative (roughly 3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 1.9609375,
+ "MQ": 3.734375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro photography-style sequence featuring a ground-based camera performing a rapid, continuous rotation while capturing the dramatic transformation of a frozen, snow-covered forest floor. It envisions an initial reveal of a crystalline landscape that is followed by an intense heat surge from an off-screen fire, instantaneous vaporization of ice into shimmering steam plumes, a spider-web network of cracks expanding into deep fissures, and a ground that splits and heaves as the scene unfolds. The final elements include glowing embers within the fissures, a chaotic, dynamic destruction, and a mesmerizing, terrifying atmosphere of elemental clash.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally strong. The imagery maintains good clarity and sharpness, with well-rendered ice textures and convincing steam effects. Lighting and color grading contribute to a cinematic feel, and the motion appears smooth. However, there are occasional minor softness or compression artifacts in some frames, preventing a perfect top-tier score. Overall, Visual Quality is solid but not flawless (roughly 4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—close-up, high-speed macro-like presentation, a ground-level perspective, and visible ice formations with steam. However, key narrative elements are missing or underdeveloped: there is no clear depiction of an off-screen fire initiating the transformation, nor the dramatic progression described (spider-web cracks evolving into deep fissures, a ground split, or the appearance of glowing embers). The result is a moderate alignment overall (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe depicted physical interactions—ice melting, steam generation, and surface deformation—are plausible and coherent with the shown dynamics. Yet the absence of the described cause-and-effect sequence (fire initiation, progressive crack evolution, and ember presence) reduces the overall coherence with the intended scenario. The scene remains believable but incomplete in terms of the full physical narrative (roughly 3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In the style of high-speed macro photography, the ground-based camera executes a dizzying, continuous rotation, capturing the dramatic transformation of the frozen, snow-covered forest floor. The initial footage reveals an exquisite, crystalline landscape of frost-covered soil and intricate ice formations. As an intense heat wave from an off-screen wildfire surges into view, the ice instantly vaporizes into shimmering plumes of steam. Simultaneously, a spider's web of fine cracks permeates the frozen ground, rapidly and decisively widening into deep, jagged fissures. Then, the ground violently splits and heaves in a chaotic ballet, revealing the dark, damp soil beneath. Within these newly formed fissures, glowing embers glow with pulsating fiery red-orange intensity, casting dramatic flickering light and deep, shifting shadows. The camera's relentless rotation, combined with the explosive fracturing of the ground, choreographs a dizzying dance of destruction, creating a mesmerizing and terrifying atmosphere of elemental clash, with every vaporizing particle of ice and every glowing spark captured in surreal, razor-sharp focus.",
+ "seed": 1973,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_4/index_7708_seed_1973_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.484375,
+ "video_score2_ta": 1.8046875,
+ "video_score2_mq": 2.390625,
+ "video_score2_overall": 6.6875,
+ "avg": 6.6796875,
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+ "question": "In the style of high-speed macro photography, the ground-based camera executes a dizzying, continuous rotation, capturing the dramatic transformation of the frozen, snow-covered forest floor. The initial footage reveals an exquisite, crystalline landscape of frost-covered soil and intricate ice formations. As an intense heat wave from an off-screen wildfire surges into view, the ice instantly vaporizes into shimmering plumes of steam. Simultaneously, a spider's web of fine cracks permeates the frozen ground, rapidly and decisively widening into deep, jagged fissures. Then, the ground violently splits and heaves in a chaotic ballet, revealing the dark, damp soil beneath. Within these newly formed fissures, glowing embers glow with pulsating fiery red-orange intensity, casting dramatic flickering light and deep, shifting shadows. The camera's relentless rotation, combined with the explosive fracturing of the ground, choreographs a dizzying dance of destruction, creating a mesmerizing and terrifying atmosphere of elemental clash, with every vaporizing particle of ice and every glowing spark captured in surreal, razor-sharp focus.",
+ "token_credit_reward": 6.6875,
+ "selected_reward": 6.6875,
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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 envisions a high-speed macro sequence with a ground-based camera performing a rapid, continuous rotation while capturing a dramatic transformation of a frozen, snow-covered forest floor. It describes an initial reveal of a crystalline landscape that is followed by an intense heat surge from an off-screen fire, instantaneous vaporization of ice into shimmering steam plumes, a spreading web of cracks that quickly evolve into deep fissures, and a ground split and heave revealing dark soil. Within the fissures, glowing embers cast flickering light and dynamic shadows, accompanied by a mesmerizing, destructive choreography as particles vaporize and sparks fly in surreal sharp focus.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable blur and limited sharpness, with only modest detail in some later frames. The overall clarity is below ideal, though not completely unusable. Color and lighting vary between frames, contributing to an inconsistent look. Transitions between frames show abrupt changes rather than smooth progression, and the imagery does not consistently meet the level of crisp, high-detail visuals implied by the prompt. Overall, visual quality is below average (score 2).\n\nText-to-Video Alignment Analysis:\nThe video captures some elements described in the prompt—close-up views of a snowy/icy surface and later frames with orange-red glowing areas suggesting embers. However, key aspects such as a continuous, high-speed rotation, a clear depiction of the dramatic transformation, and the emergence of a distinct forest-floor context are not convincingly realized. The alignment is partial at best, with important details missing or underdeveloped. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits several inconsistencies with plausible physical behavior. The rapid, self-contained transformation from ice to steam plumes, the appearance of a forest-floor setting without visible vegetation, and the abrupt appearance of embers without an evident ignition mechanism reduce credibility. While some elements hint at underlying dynamics, the overall physical realism remains limited. Overall, physical/common-sense consistency is low (score 2).\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 2,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "TA": 1.8046875,
+ "MQ": 2.390625,
+ "Overall": 6.6875
+ }
+ }
+ ],
+ "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 envisions a high-speed macro sequence with a ground-based camera performing a rapid, continuous rotation while capturing a dramatic transformation of a frozen, snow-covered forest floor. It describes an initial reveal of a crystalline landscape that is followed by an intense heat surge from an off-screen fire, instantaneous vaporization of ice into shimmering steam plumes, a spreading web of cracks that quickly evolve into deep fissures, and a ground split and heave revealing dark soil. Within the fissures, glowing embers cast flickering light and dynamic shadows, accompanied by a mesmerizing, destructive choreography as particles vaporize and sparks fly in surreal sharp focus.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable blur and limited sharpness, with only modest detail in some later frames. The overall clarity is below ideal, though not completely unusable. Color and lighting vary between frames, contributing to an inconsistent look. Transitions between frames show abrupt changes rather than smooth progression, and the imagery does not consistently meet the level of crisp, high-detail visuals implied by the prompt. Overall, visual quality is below average (score 2).\n\nText-to-Video Alignment Analysis:\nThe video captures some elements described in the prompt—close-up views of a snowy/icy surface and later frames with orange-red glowing areas suggesting embers. However, key aspects such as a continuous, high-speed rotation, a clear depiction of the dramatic transformation, and the emergence of a distinct forest-floor context are not convincingly realized. The alignment is partial at best, with important details missing or underdeveloped. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits several inconsistencies with plausible physical behavior. The rapid, self-contained transformation from ice to steam plumes, the appearance of a forest-floor setting without visible vegetation, and the abrupt appearance of embers without an evident ignition mechanism reduce credibility. While some elements hint at underlying dynamics, the overall physical realism remains limited. Overall, physical/common-sense consistency is low (score 2).\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "In the style of high-speed macro photography, the ground-based camera executes a dizzying, continuous rotation, capturing the dramatic transformation of the frozen, snow-covered forest floor. The initial footage reveals an exquisite, crystalline landscape of frost-covered soil and intricate ice formations. As an intense heat wave from an off-screen wildfire surges into view, the ice instantly vaporizes into shimmering plumes of steam. Simultaneously, a spider's web of fine cracks permeates the frozen ground, rapidly and decisively widening into deep, jagged fissures. Then, the ground violently splits and heaves in a chaotic ballet, revealing the dark, damp soil beneath. Within these newly formed fissures, glowing embers glow with pulsating fiery red-orange intensity, casting dramatic flickering light and deep, shifting shadows. The camera's relentless rotation, combined with the explosive fracturing of the ground, choreographs a dizzying dance of destruction, creating a mesmerizing and terrifying atmosphere of elemental clash, with every vaporizing particle of ice and every glowing spark captured in surreal, razor-sharp focus.",
+ "seed": 1974,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_4/index_7708_seed_1974_dp_9_rank_18_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.234375,
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+ "video_score2_overall": 7.8125,
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+ "token_credit_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-speed macro-style sequence featuring a ground-level camera that rotates to reveal a dramatic transformation of a frozen, snow-covered forest floor. It describes an initial crystalline landscape that is followed by an intense heat surge from an off-screen fire, rapid vaporization of ice into shimmering steam plumes, a spider-web network of cracks expanding into deep fissures, and a ground split and heave revealing dark soil, with glowing embers and dynamic lighting. The overall intent is a vivid, kinetic depiction of elemental clash.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some blur and softness, but essential details remain discernible. The sequence maintains a consistent color palette and lighting, and there are no obvious distortions or artifacts that would severely hinder perception. Overall, the visual quality is acceptable and coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close-up, ground-level perspective; a rotating viewpoint; visible ice formations and cracks; and warm glow from underlying heat. However, certain aspects are underrepresented or ambiguous: the forest-floor context is not clearly established, the transition from ice to steam is not always crisply depicted, and the progression toward a dramatic ground split is not consistently conveyed. The alignment is adequate but not strong, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: ice cracking and thermal effects appear believable, and the interaction between heat and ice is reasonably coherent. Some timing and spatial cues (e.g., the extent of crack growth relative to the surrounding terrain) are not perfectly synchronized, but the overall dynamics feel physically reasonable. The depiction remains credible without obvious violations of common-sense expectations.\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": 2.609375,
+ "TA": 2.234375,
+ "MQ": 2.96875,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-speed macro-style sequence featuring a ground-level camera that rotates to reveal a dramatic transformation of a frozen, snow-covered forest floor. It describes an initial crystalline landscape that is followed by an intense heat surge from an off-screen fire, rapid vaporization of ice into shimmering steam plumes, a spider-web network of cracks expanding into deep fissures, and a ground split and heave revealing dark soil, with glowing embers and dynamic lighting. The overall intent is a vivid, kinetic depiction of elemental clash.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some blur and softness, but essential details remain discernible. The sequence maintains a consistent color palette and lighting, and there are no obvious distortions or artifacts that would severely hinder perception. Overall, the visual quality is acceptable and coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close-up, ground-level perspective; a rotating viewpoint; visible ice formations and cracks; and warm glow from underlying heat. However, certain aspects are underrepresented or ambiguous: the forest-floor context is not clearly established, the transition from ice to steam is not always crisply depicted, and the progression toward a dramatic ground split is not consistently conveyed. The alignment is adequate but not strong, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: ice cracking and thermal effects appear believable, and the interaction between heat and ice is reasonably coherent. Some timing and spatial cues (e.g., the extent of crack growth relative to the surrounding terrain) are not perfectly synchronized, but the overall dynamics feel physically reasonable. The depiction remains credible without obvious violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In the style of high-speed macro photography, the ground-based camera executes a dizzying, continuous rotation, capturing the dramatic transformation of the frozen, snow-covered forest floor. The initial footage reveals an exquisite, crystalline landscape of frost-covered soil and intricate ice formations. As an intense heat wave from an off-screen wildfire surges into view, the ice instantly vaporizes into shimmering plumes of steam. Simultaneously, a spider's web of fine cracks permeates the frozen ground, rapidly and decisively widening into deep, jagged fissures. Then, the ground violently splits and heaves in a chaotic ballet, revealing the dark, damp soil beneath. Within these newly formed fissures, glowing embers glow with pulsating fiery red-orange intensity, casting dramatic flickering light and deep, shifting shadows. The camera's relentless rotation, combined with the explosive fracturing of the ground, choreographs a dizzying dance of destruction, creating a mesmerizing and terrifying atmosphere of elemental clash, with every vaporizing particle of ice and every glowing spark captured in surreal, razor-sharp focus.",
+ "seed": 1975,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_4/index_7708_seed_1975_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": 2.515625,
+ "video_score2_ta": 1.1015625,
+ "video_score2_mq": 1.546875,
+ "video_score2_overall": 5.1875,
+ "avg": 5.1640625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In the style of high-speed macro photography, the ground-based camera executes a dizzying, continuous rotation, capturing the dramatic transformation of the frozen, snow-covered forest floor. The initial footage reveals an exquisite, crystalline landscape of frost-covered soil and intricate ice formations. As an intense heat wave from an off-screen wildfire surges into view, the ice instantly vaporizes into shimmering plumes of steam. Simultaneously, a spider's web of fine cracks permeates the frozen ground, rapidly and decisively widening into deep, jagged fissures. Then, the ground violently splits and heaves in a chaotic ballet, revealing the dark, damp soil beneath. Within these newly formed fissures, glowing embers glow with pulsating fiery red-orange intensity, casting dramatic flickering light and deep, shifting shadows. The camera's relentless rotation, combined with the explosive fracturing of the ground, choreographs a dizzying dance of destruction, creating a mesmerizing and terrifying atmosphere of elemental clash, with every vaporizing particle of ice and every glowing spark captured in surreal, razor-sharp focus.",
+ "token_credit_reward": 5.1875,
+ "selected_reward": 5.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro photography-style sequence featuring a ground-based camera that rotates rapidly while capturing the dramatic transformation of a frozen, snow-covered forest floor. It outlines an initial reveal of a frosty landscape, followed by an intense heat wave from an off-screen fire that vaporizes ice into shimmering plumes, with a spider-web pattern of cracks expanding into deeper fissures, culminating in a violent ground split and the emergence of dark soil, all accompanied by dynamic camera motion and dramatic lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy blur and low clarity. The imagery is consistently soft, with limited detail and noticeable motion blur that obscures fine features. While some color hints (blues, whites, oranges) suggest contrast, overall sharpness and texture remain poor. The result is a visually weak presentation where the intended high-speed macro aesthetic is not realized, and the scene lacks crisp definition throughout.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the frames show some color cues and motion, but the core elements — a clearly defined ground-based rotation, a detailed depiction of a frozen forest floor, and the explicit appearance of an off-screen fire — are not convincingly rendered. The sequence does not convincingly convey the dramatic transformation described, and the overall narrative coherence is limited. The alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe depicted dynamics do not convincingly reflect real-world physics. The rapid, catastrophic ground splitting and the implied interaction between heat, ice, and terrain are not coherently explained, and the timing and behavior of cracks and fissures feel inconsistent with plausible material response. Overall, physical realism is weak.\n\nOverall assessment:\nThe video exhibits significant shortcomings across all three dimensions, with Visual Quality being notably poor, Text-to-Video Alignment showing only partial correspondence to the prompt, and Physical/Common-sense Consistency lacking believable physical behavior.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 3,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 2.515625,
+ "TA": 1.1015625,
+ "MQ": 1.546875,
+ "Overall": 5.1875
+ }
+ }
+ ],
+ "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-speed macro photography-style sequence featuring a ground-based camera that rotates rapidly while capturing the dramatic transformation of a frozen, snow-covered forest floor. It outlines an initial reveal of a frosty landscape, followed by an intense heat wave from an off-screen fire that vaporizes ice into shimmering plumes, with a spider-web pattern of cracks expanding into deeper fissures, culminating in a violent ground split and the emergence of dark soil, all accompanied by dynamic camera motion and dramatic lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy blur and low clarity. The imagery is consistently soft, with limited detail and noticeable motion blur that obscures fine features. While some color hints (blues, whites, oranges) suggest contrast, overall sharpness and texture remain poor. The result is a visually weak presentation where the intended high-speed macro aesthetic is not realized, and the scene lacks crisp definition throughout.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the frames show some color cues and motion, but the core elements — a clearly defined ground-based rotation, a detailed depiction of a frozen forest floor, and the explicit appearance of an off-screen fire — are not convincingly rendered. The sequence does not convincingly convey the dramatic transformation described, and the overall narrative coherence is limited. The alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe depicted dynamics do not convincingly reflect real-world physics. The rapid, catastrophic ground splitting and the implied interaction between heat, ice, and terrain are not coherently explained, and the timing and behavior of cracks and fissures feel inconsistent with plausible material response. Overall, physical realism is weak.\n\nOverall assessment:\nThe video exhibits significant shortcomings across all three dimensions, with Visual Quality being notably poor, Text-to-Video Alignment showing only partial correspondence to the prompt, and Physical/Common-sense Consistency lacking believable physical behavior.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_5/index_tensor([5072, 5072])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_5/index_tensor([5072, 5072])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a31196e23c2634146d02c962c1b0827af542d69
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_5/index_tensor([5072, 5072])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a stunning close-up, the camera, with remarkable stability, remains fixed on the face of a young woman, flying at breakneck speed in a wingsuit. Her dazzling blond hair, tied in two high ponytails, dances wildly backward like two golden ribbons, buffeted by the high-speed airflow. She wears a pair of retro-style flight goggles, their brass frames gleaming coldly in the sharp, high-altitude sunlight. Beneath the lenses, her icy blue eyes are filled with intense focus and a hint of frenzied excitement. Her face is fair and delicate, and the corners of her mouth curl upwards, framing a confident and fearless curve. The shot reveals the neckline of her intricate black gothic lolita outfit, its delicate white lace and black velvet bow fluttering wildly in the wind, clinging to her collarbone. Around her, precipitous, snow-capped peaks and puffy clouds are stretched into motion-blurred vertical lines and rapidly dissipating white vapor at breakneck speed, with only the deep azure sky as a backdrop, creating a heart-pounding sense of speed. The entire image, illuminated by bright sunlight, takes on a cold yet clear hue. The light casts strong highlights on her cheeks and goggles, contrasting sharply with the darkness of her clothing, creating a tense and magnificent atmosphere that blends extreme speed, rebellious aesthetics, and surreal fantasy.",
+ "seed": 2115,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_5/index_5072_seed_2115_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": 3.609375,
+ "video_score2_ta": 1.875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.5,
+ "avg": 8.515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a stunning close-up, the camera, with remarkable stability, remains fixed on the face of a young woman, flying at breakneck speed in a wingsuit. Her dazzling blond hair, tied in two high ponytails, dances wildly backward like two golden ribbons, buffeted by the high-speed airflow. She wears a pair of retro-style flight goggles, their brass frames gleaming coldly in the sharp, high-altitude sunlight. Beneath the lenses, her icy blue eyes are filled with intense focus and a hint of frenzied excitement. Her face is fair and delicate, and the corners of her mouth curl upwards, framing a confident and fearless curve. The shot reveals the neckline of her intricate black gothic lolita outfit, its delicate white lace and black velvet bow fluttering wildly in the wind, clinging to her collarbone. Around her, precipitous, snow-capped peaks and puffy clouds are stretched into motion-blurred vertical lines and rapidly dissipating white vapor at breakneck speed, with only the deep azure sky as a backdrop, creating a heart-pounding sense of speed. The entire image, illuminated by bright sunlight, takes on a cold yet clear hue. The light casts strong highlights on her cheeks and goggles, contrasting sharply with the darkness of her clothing, creating a tense and magnificent atmosphere that blends extreme speed, rebellious aesthetics, and surreal fantasy.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, high-energy scene featuring a young woman in a wingsuit, with hair tied in two high ponytails, wearing retro-style flight goggles, set against snow-capped peaks and a bright sky. The video, however, presents a static close-up of a woman in a winter setting, with no wingsuit, no motion blur, and no rapid movement. The overall action and aesthetic described in the prompt are not realized in the footage.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of facial features, hair, goggles, and clothing details. Lighting is consistent across shots, and there are no obvious distortions or artifacts. However, the sequence lacks dynamic motion and cinematic depth; it reads more like a still-life than a kinetic scene. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. Key elements such as the wingsuit, hair dynamics, motion blur, and high-speed action are absent. The result is a static, portrait-like presentation that does not capture the intended dramatic, high-motion scenario. Alignment is poor (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible human proportions, natural lighting, and coherent environmental context (snowy mountains, winter attire). While the core narrative and motion cues are missing, the basic physical relationships and common-sense expectations are satisfied. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.609375,
+ "TA": 1.875,
+ "MQ": 3.03125,
+ "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 dynamic, high-energy scene featuring a young woman in a wingsuit, with hair tied in two high ponytails, wearing retro-style flight goggles, set against snow-capped peaks and a bright sky. The video, however, presents a static close-up of a woman in a winter setting, with no wingsuit, no motion blur, and no rapid movement. The overall action and aesthetic described in the prompt are not realized in the footage.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of facial features, hair, goggles, and clothing details. Lighting is consistent across shots, and there are no obvious distortions or artifacts. However, the sequence lacks dynamic motion and cinematic depth; it reads more like a still-life than a kinetic scene. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. Key elements such as the wingsuit, hair dynamics, motion blur, and high-speed action are absent. The result is a static, portrait-like presentation that does not capture the intended dramatic, high-motion scenario. Alignment is poor (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible human proportions, natural lighting, and coherent environmental context (snowy mountains, winter attire). While the core narrative and motion cues are missing, the basic physical relationships and common-sense expectations are satisfied. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
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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 stunning close-up of a young woman in a wingsuit flying at breakneck speed, with dynamic elements such as flowing hair, wind-driven clothing, and a high-altitude backdrop. The video captures several core aspects—close-up framing, hair movement, and a sky backdrop—but does not fully realize the full wingsuit aesthetic or the intensity implied by the prompt. Overall, the alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution with some softness and mild blur, especially around edges and fine details. Lighting is generally consistent across shots, and color grading yields a cohesive cool-toned palette. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. However, the overall sharpness and fine-detail rendering are not strong, placing the visual quality at a mid level.\n\nText-to-Video Alignment Analysis:\nThe video includes key prompt elements (close-up framing, hair movement, and sky backdrop). However, the wingsuit is not clearly depicted, and the intensity and dramatic motion described in the prompt are not fully realized. The alignment is therefore moderate, reflecting partial fulfillment of the prompt while missing essential components.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human proportions and coherent lighting, with hair and clothing responding to wind in a believable manner. Some minor inconsistencies exist in how motion cues are conveyed and in the perceived scale of distant mountains, but nothing breaks basic physical plausibility. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\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": 2.90625,
+ "TA": 2.0625,
+ "MQ": 3.0,
+ "Overall": 7.96875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning close-up of a young woman in a wingsuit flying at breakneck speed, with dynamic elements such as flowing hair, wind-driven clothing, and a high-altitude backdrop. The video captures several core aspects—close-up framing, hair movement, and a sky backdrop—but does not fully realize the full wingsuit aesthetic or the intensity implied by the prompt. Overall, the alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution with some softness and mild blur, especially around edges and fine details. Lighting is generally consistent across shots, and color grading yields a cohesive cool-toned palette. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. However, the overall sharpness and fine-detail rendering are not strong, placing the visual quality at a mid level.\n\nText-to-Video Alignment Analysis:\nThe video includes key prompt elements (close-up framing, hair movement, and sky backdrop). However, the wingsuit is not clearly depicted, and the intensity and dramatic motion described in the prompt are not fully realized. The alignment is therefore moderate, reflecting partial fulfillment of the prompt while missing essential components.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human proportions and coherent lighting, with hair and clothing responding to wind in a believable manner. Some minor inconsistencies exist in how motion cues are conveyed and in the perceived scale of distant mountains, but nothing breaks basic physical plausibility. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a stunning close-up, the camera, with remarkable stability, remains fixed on the face of a young woman, flying at breakneck speed in a wingsuit. Her dazzling blond hair, tied in two high ponytails, dances wildly backward like two golden ribbons, buffeted by the high-speed airflow. She wears a pair of retro-style flight goggles, their brass frames gleaming coldly in the sharp, high-altitude sunlight. Beneath the lenses, her icy blue eyes are filled with intense focus and a hint of frenzied excitement. Her face is fair and delicate, and the corners of her mouth curl upwards, framing a confident and fearless curve. The shot reveals the neckline of her intricate black gothic lolita outfit, its delicate white lace and black velvet bow fluttering wildly in the wind, clinging to her collarbone. Around her, precipitous, snow-capped peaks and puffy clouds are stretched into motion-blurred vertical lines and rapidly dissipating white vapor at breakneck speed, with only the deep azure sky as a backdrop, creating a heart-pounding sense of speed. The entire image, illuminated by bright sunlight, takes on a cold yet clear hue. The light casts strong highlights on her cheeks and goggles, contrasting sharply with the darkness of her clothing, creating a tense and magnificent atmosphere that blends extreme speed, rebellious aesthetics, and surreal fantasy.",
+ "seed": 2117,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_5/index_5072_seed_2117_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.46875,
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+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
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+ "question": "In a stunning close-up, the camera, with remarkable stability, remains fixed on the face of a young woman, flying at breakneck speed in a wingsuit. Her dazzling blond hair, tied in two high ponytails, dances wildly backward like two golden ribbons, buffeted by the high-speed airflow. She wears a pair of retro-style flight goggles, their brass frames gleaming coldly in the sharp, high-altitude sunlight. Beneath the lenses, her icy blue eyes are filled with intense focus and a hint of frenzied excitement. Her face is fair and delicate, and the corners of her mouth curl upwards, framing a confident and fearless curve. The shot reveals the neckline of her intricate black gothic lolita outfit, its delicate white lace and black velvet bow fluttering wildly in the wind, clinging to her collarbone. Around her, precipitous, snow-capped peaks and puffy clouds are stretched into motion-blurred vertical lines and rapidly dissipating white vapor at breakneck speed, with only the deep azure sky as a backdrop, creating a heart-pounding sense of speed. The entire image, illuminated by bright sunlight, takes on a cold yet clear hue. The light casts strong highlights on her cheeks and goggles, contrasting sharply with the darkness of her clothing, creating a tense and magnificent atmosphere that blends extreme speed, rebellious aesthetics, and surreal fantasy.",
+ "token_credit_reward": 9.0625,
+ "selected_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 stunning close-up of a young woman in a wingsuit flying at breakneck speed, with dynamic elements such as flowing hair, goggles, and a high-altitude setting. The video captures several core aspects (close-up framing, hair movement, goggles, and a snowy mountain backdrop), but some key elements are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and stable lighting, with the subject clearly visible and reasonably sharp. There are no major distortions or artifacts, and color/contrast remain consistent across shots. However, the sequence lacks the level of polish and cinematic refinement suggested by the prompt, resulting in an average rather than high-end visual impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the core components—close-up framing, hair movement, goggles, and a mountainous backdrop—yet several critical details are underrepresented or missing: the wingsuit is not clearly visible, the hair styling described as two high ponytails is not evident, and the intensity of the gaze and the specific emotional cues are not strongly conveyed. The overall depiction captures the gist but does not fully realize the detailed prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and coherent lighting, with hair and clothing responding to wind in a believable manner. Some minor inconsistencies exist (e.g., hair dynamics and fabric behavior could be more responsive to wind, and the interaction between the subject and the environment could feel slightly staged). Overall, the scene remains physically plausible without major violations.\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": 3.46875,
+ "TA": 2.5,
+ "MQ": 3.09375,
+ "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 stunning close-up of a young woman in a wingsuit flying at breakneck speed, with dynamic elements such as flowing hair, goggles, and a high-altitude setting. The video captures several core aspects (close-up framing, hair movement, goggles, and a snowy mountain backdrop), but some key elements are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and stable lighting, with the subject clearly visible and reasonably sharp. There are no major distortions or artifacts, and color/contrast remain consistent across shots. However, the sequence lacks the level of polish and cinematic refinement suggested by the prompt, resulting in an average rather than high-end visual impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the core components—close-up framing, hair movement, goggles, and a mountainous backdrop—yet several critical details are underrepresented or missing: the wingsuit is not clearly visible, the hair styling described as two high ponytails is not evident, and the intensity of the gaze and the specific emotional cues are not strongly conveyed. The overall depiction captures the gist but does not fully realize the detailed prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and coherent lighting, with hair and clothing responding to wind in a believable manner. Some minor inconsistencies exist (e.g., hair dynamics and fabric behavior could be more responsive to wind, and the interaction between the subject and the environment could feel slightly staged). Overall, the scene remains physically plausible without major violations.\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": 2118,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_5/index_5072_seed_2118_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.921875,
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+ "video_score2_overall": 9.0,
+ "avg": 9.0,
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+ "question": "In a stunning close-up, the camera, with remarkable stability, remains fixed on the face of a young woman, flying at breakneck speed in a wingsuit. Her dazzling blond hair, tied in two high ponytails, dances wildly backward like two golden ribbons, buffeted by the high-speed airflow. She wears a pair of retro-style flight goggles, their brass frames gleaming coldly in the sharp, high-altitude sunlight. Beneath the lenses, her icy blue eyes are filled with intense focus and a hint of frenzied excitement. Her face is fair and delicate, and the corners of her mouth curl upwards, framing a confident and fearless curve. The shot reveals the neckline of her intricate black gothic lolita outfit, its delicate white lace and black velvet bow fluttering wildly in the wind, clinging to her collarbone. Around her, precipitous, snow-capped peaks and puffy clouds are stretched into motion-blurred vertical lines and rapidly dissipating white vapor at breakneck speed, with only the deep azure sky as a backdrop, creating a heart-pounding sense of speed. The entire image, illuminated by bright sunlight, takes on a cold yet clear hue. The light casts strong highlights on her cheeks and goggles, contrasting sharply with the darkness of her clothing, creating a tense and magnificent atmosphere that blends extreme speed, rebellious aesthetics, and surreal fantasy.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning close-up of a young woman in a wingsuit flying at breakneck speed, with dynamic elements such as hair flowing, goggles, and a high-altitude setting. The video captures several core aspects (close-up, wingsuit, goggles, high-altitude backdrop), but it does not fully realize the dramatic motion or styling described. Overall, the alignment with the prompt is moderate rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution and stable lighting, with the subject clearly visible and the background well-defined. However, the sequence exhibits limited motion dynamics and a somewhat static feel, which reduces the perceived visual impact. No major artifacts are evident, but the overall visual quality is average rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video includes key elements from the prompt—close-up framing, wingsuit, goggles, and a high-altitude setting. Yet the more dynamic aspects, such as hair movement, rapid motion blur, and the intense, frenzied expression, are underrepresented. The alignment is acceptable but not strong, reflecting a moderate level of fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, gear placement, and environmental context, with no obvious physical inconsistencies. The lack of kinetic energy and motion detail slightly diminishes the sense of realism, but there are no glaring common-sense violations.\n\nOverall assessment:\nAcross all three dimensions, the evaluation indicates a moderate level of fidelity to the prompt and a balanced, average-quality rendering without strong deviations in any single dimension.\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": 3.921875,
+ "TA": 2.03125,
+ "MQ": 3.046875,
+ "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 stunning close-up of a young woman in a wingsuit flying at breakneck speed, with dynamic elements such as hair flowing, goggles, and a high-altitude setting. The video captures several core aspects (close-up, wingsuit, goggles, high-altitude backdrop), but it does not fully realize the dramatic motion or styling described. Overall, the alignment with the prompt is moderate rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution and stable lighting, with the subject clearly visible and the background well-defined. However, the sequence exhibits limited motion dynamics and a somewhat static feel, which reduces the perceived visual impact. No major artifacts are evident, but the overall visual quality is average rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video includes key elements from the prompt—close-up framing, wingsuit, goggles, and a high-altitude setting. Yet the more dynamic aspects, such as hair movement, rapid motion blur, and the intense, frenzied expression, are underrepresented. The alignment is acceptable but not strong, reflecting a moderate level of fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, gear placement, and environmental context, with no obvious physical inconsistencies. The lack of kinetic energy and motion detail slightly diminishes the sense of realism, but there are no glaring common-sense violations.\n\nOverall assessment:\nAcross all three dimensions, the evaluation indicates a moderate level of fidelity to the prompt and a balanced, average-quality rendering without strong deviations in any single dimension.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_6/index_tensor([3918, 3918])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_6/index_tensor([3918, 3918])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..83033ce1771910d8ec8fcf47a16604b5f62a4116
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_6/index_tensor([3918, 3918])_group_6_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 to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle that opens to reveal an elderly sage on a mountaintop. He wears a rich, dark-patterned robe of deep blue silk, with sleeves fluttering in a gentle night breeze. His long, silvery hair and chest-length beard shimmer in the cool, shimmering light of the starry sky. The face is gaunt with deep wrinkles, and in his hand he holds a feather fan crafted from pristine white crane feathers with a handle made of warm, dark wood. He gazes up at the clear night sky with solemn concentration, his eyes gleaming with cosmic curiosity. The sequence then features an extremely slow tilt upward, fading the figure while the star trails emerge, creating a sense of time-lapse and cosmic order.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background elements. The lighting and color grading create a moody atmosphere, yet fine details remain lacking. Transitions between frames are smooth, and there are no major distortions or artifacts, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: the elderly figure, the mountaintop setting, the blue robes, the feather fan, and the upward gaze toward the sky. The upward tilt and the gradual fade of the figure align with the described progression. Some minor deviations exist in exact pose timing and in the precise emergence of the star trails, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, clothing drape, and interaction with the environment, with coherent lighting and shadows. However, there are subtle inconsistencies in how the feather fan is held and how the wind interacts with the robes, and the timing of the star trail emergence does not perfectly match real-world physics, which slightly reduces overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.34375,
+ "TA": 2.84375,
+ "MQ": 3.125,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "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 medium shot from a slightly upward angle that opens to reveal an elderly sage on a mountaintop. He wears a rich, dark-patterned robe of deep blue silk, with sleeves fluttering in a gentle night breeze. His long, silvery hair and chest-length beard shimmer in the cool, shimmering light of the starry sky. The face is gaunt with deep wrinkles, and in his hand he holds a feather fan crafted from pristine white crane feathers with a handle made of warm, dark wood. He gazes up at the clear night sky with solemn concentration, his eyes gleaming with cosmic curiosity. The sequence then features an extremely slow tilt upward, fading the figure while the star trails emerge, creating a sense of time-lapse and cosmic order.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background elements. The lighting and color grading create a moody atmosphere, yet fine details remain lacking. Transitions between frames are smooth, and there are no major distortions or artifacts, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: the elderly figure, the mountaintop setting, the blue robes, the feather fan, and the upward gaze toward the sky. The upward tilt and the gradual fade of the figure align with the described progression. Some minor deviations exist in exact pose timing and in the precise emergence of the star trails, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, clothing drape, and interaction with the environment, with coherent lighting and shadows. However, there are subtle inconsistencies in how the feather fan is held and how the wind interacts with the robes, and the timing of the star trail emergence does not perfectly match real-world physics, which slightly reduces overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, slowly opens, focusing on an elderly sage standing atop a lone mountaintop. He wears a rich, dark-patterned robe of deep blue silk, his sleeves fluttering in the gentle night breeze. His long, silvery hair and chest-length beard shimmer softly in the cool, shimmering light of the starry sky. His face is gaunt, and deep wrinkles on his forehead and around his eyes bear the wisdom of age. In his hand, he gently grasps a feather fan crafted from pristine white crane feathers, its handle made of warm, dark wood. He gazes up at the clear night sky with solemn concentration, his eyes gleaming with a glint of cosmic inquiry. Then, in an extremely slow and steady rhythm, the camera tilts upward, gradually fading the sage's figure from the bottom of the frame, giving way entirely to the vast, starry sky above. When the camera finally freezes on the deep, velvety black sky, the magic of time-lapse photography begins to emerge: countless bright stars seem to be given life, and begin to drag out bright and graceful arc-shaped light trails. These star trails intertwine and rotate on the skyline with an elegant and leisurely rhythm, together painting a grand and orderly picture of the universe. The whole scene creates an atmosphere of tranquility, solemnity and full of philosophical speculation, as if time itself is solidified and stretched at this moment.",
+ "seed": 16443,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_6/index_3918_seed_16443_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 8.5,
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+ "question": "medium shot, shot from a slightly upward angle, slowly opens, focusing on an elderly sage standing atop a lone mountaintop. He wears a rich, dark-patterned robe of deep blue silk, his sleeves fluttering in the gentle night breeze. His long, silvery hair and chest-length beard shimmer softly in the cool, shimmering light of the starry sky. His face is gaunt, and deep wrinkles on his forehead and around his eyes bear the wisdom of age. In his hand, he gently grasps a feather fan crafted from pristine white crane feathers, its handle made of warm, dark wood. He gazes up at the clear night sky with solemn concentration, his eyes gleaming with a glint of cosmic inquiry. Then, in an extremely slow and steady rhythm, the camera tilts upward, gradually fading the sage's figure from the bottom of the frame, giving way entirely to the vast, starry sky above. When the camera finally freezes on the deep, velvety black sky, the magic of time-lapse photography begins to emerge: countless bright stars seem to be given life, and begin to drag out bright and graceful arc-shaped light trails. These star trails intertwine and rotate on the skyline with an elegant and leisurely rhythm, together painting a grand and orderly picture of the universe. The whole scene creates an atmosphere of tranquility, solemnity and full of philosophical speculation, as if time itself is solidified and stretched at this moment.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle, focusing on an elderly sage on a mountaintop at night. He wears a rich, dark-patterned robe of deep blue silk, with sleeves fluttering in the breeze. His long, silvery hair and chest-length beard shimmer in the cool, starry light. The face is gaunt with deep wrinkles, and he holds a feather fan crafted from pristine white crane feathers with a warm wooden handle. He gazes up at the clear night sky with solemn concentration, and the camera tilts upward to reveal a vast, starry sky with time-lapse effects and bright star trails.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce sharpness. The imagery remains legible, with the character clearly visible against the night sky, though fine details are not consistently crisp. The lighting and color grading support a nocturnal mood, and the star-trail effects contribute to the atmosphere, but the overall fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: the elderly figure, the mountaintop setting, the blue silk robe, the feather fan, the upward gaze toward the sky, and the starry environment with dynamic trails. Some minor deviations exist in exact pose timing or accessory placement, yet these do not significantly detract from the intended narrative and mood.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interaction with the environment, and the magical star trails are integrated in a way that supports the fantasy premise. However, there are occasional small inconsistencies in motion or lighting transitions that prevent a higher level of coherence across the sequence.\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": 2.59375,
+ "TA": 2.96875,
+ "MQ": 2.953125,
+ "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 medium shot from a slightly upward angle, focusing on an elderly sage on a mountaintop at night. He wears a rich, dark-patterned robe of deep blue silk, with sleeves fluttering in the breeze. His long, silvery hair and chest-length beard shimmer in the cool, starry light. The face is gaunt with deep wrinkles, and he holds a feather fan crafted from pristine white crane feathers with a warm wooden handle. He gazes up at the clear night sky with solemn concentration, and the camera tilts upward to reveal a vast, starry sky with time-lapse effects and bright star trails.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce sharpness. The imagery remains legible, with the character clearly visible against the night sky, though fine details are not consistently crisp. The lighting and color grading support a nocturnal mood, and the star-trail effects contribute to the atmosphere, but the overall fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: the elderly figure, the mountaintop setting, the blue silk robe, the feather fan, the upward gaze toward the sky, and the starry environment with dynamic trails. Some minor deviations exist in exact pose timing or accessory placement, yet these do not significantly detract from the intended narrative and mood.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interaction with the environment, and the magical star trails are integrated in a way that supports the fantasy premise. However, there are occasional small inconsistencies in motion or lighting transitions that prevent a higher level of coherence across the sequence.\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": 16444,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_6/index_3918_seed_16444_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
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+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
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+ "question": "medium shot, shot from a slightly upward angle, slowly opens, focusing on an elderly sage standing atop a lone mountaintop. He wears a rich, dark-patterned robe of deep blue silk, his sleeves fluttering in the gentle night breeze. His long, silvery hair and chest-length beard shimmer softly in the cool, shimmering light of the starry sky. His face is gaunt, and deep wrinkles on his forehead and around his eyes bear the wisdom of age. In his hand, he gently grasps a feather fan crafted from pristine white crane feathers, its handle made of warm, dark wood. He gazes up at the clear night sky with solemn concentration, his eyes gleaming with a glint of cosmic inquiry. Then, in an extremely slow and steady rhythm, the camera tilts upward, gradually fading the sage's figure from the bottom of the frame, giving way entirely to the vast, starry sky above. When the camera finally freezes on the deep, velvety black sky, the magic of time-lapse photography begins to emerge: countless bright stars seem to be given life, and begin to drag out bright and graceful arc-shaped light trails. These star trails intertwine and rotate on the skyline with an elegant and leisurely rhythm, together painting a grand and orderly picture of the universe. The whole scene creates an atmosphere of tranquility, solemnity and full of philosophical speculation, as if time itself is solidified and stretched at this moment.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle, focusing on an elderly sage on a mountaintop at night. The scene includes a rich dark-patterned robe, long silvery hair, chest-length beard, a feather fan with a wooden handle, a gaze toward the starry sky, and a gradual camera tilt upward culminating in a time-lapse of star trails. The overall intent is a tranquil, contemplative mood with cosmic symbolism.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and setting, but there are occasional soft areas and minor artifacts that prevent a higher rating. Lighting remains consistent across frames, and the starry background is present, though some frames exhibit slight blur or compression effects. The sequence maintains coherence, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: the elderly figure, the mountaintop setting, the feather fan, and the upward gaze toward the sky. The gradual camera tilt and the star-trail sequence align with the described progression. Some nuanced details such as exact fabric texture and subtle facial cues may vary, but the main narrative and visual beats closely follow the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with no glaring violations. However, there are minor inconsistencies in lighting interaction with the fan and in the timing of the star-trail motion relative to the camera movement, which prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 3.109375,
+ "MQ": 3.1875,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle, focusing on an elderly sage on a mountaintop at night. The scene includes a rich dark-patterned robe, long silvery hair, chest-length beard, a feather fan with a wooden handle, a gaze toward the starry sky, and a gradual camera tilt upward culminating in a time-lapse of star trails. The overall intent is a tranquil, contemplative mood with cosmic symbolism.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and setting, but there are occasional soft areas and minor artifacts that prevent a higher rating. Lighting remains consistent across frames, and the starry background is present, though some frames exhibit slight blur or compression effects. The sequence maintains coherence, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: the elderly figure, the mountaintop setting, the feather fan, and the upward gaze toward the sky. The gradual camera tilt and the star-trail sequence align with the described progression. Some nuanced details such as exact fabric texture and subtle facial cues may vary, but the main narrative and visual beats closely follow the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with no glaring violations. However, there are minor inconsistencies in lighting interaction with the fan and in the timing of the star-trail motion relative to the camera movement, which prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, slowly opens, focusing on an elderly sage standing atop a lone mountaintop. He wears a rich, dark-patterned robe of deep blue silk, his sleeves fluttering in the gentle night breeze. His long, silvery hair and chest-length beard shimmer softly in the cool, shimmering light of the starry sky. His face is gaunt, and deep wrinkles on his forehead and around his eyes bear the wisdom of age. In his hand, he gently grasps a feather fan crafted from pristine white crane feathers, its handle made of warm, dark wood. He gazes up at the clear night sky with solemn concentration, his eyes gleaming with a glint of cosmic inquiry. Then, in an extremely slow and steady rhythm, the camera tilts upward, gradually fading the sage's figure from the bottom of the frame, giving way entirely to the vast, starry sky above. When the camera finally freezes on the deep, velvety black sky, the magic of time-lapse photography begins to emerge: countless bright stars seem to be given life, and begin to drag out bright and graceful arc-shaped light trails. These star trails intertwine and rotate on the skyline with an elegant and leisurely rhythm, together painting a grand and orderly picture of the universe. The whole scene creates an atmosphere of tranquility, solemnity and full of philosophical speculation, as if time itself is solidified and stretched at this moment.",
+ "seed": 16445,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_6/index_3918_seed_16445_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.875,
+ "avg": 8.875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, slowly opens, focusing on an elderly sage standing atop a lone mountaintop. He wears a rich, dark-patterned robe of deep blue silk, his sleeves fluttering in the gentle night breeze. His long, silvery hair and chest-length beard shimmer softly in the cool, shimmering light of the starry sky. His face is gaunt, and deep wrinkles on his forehead and around his eyes bear the wisdom of age. In his hand, he gently grasps a feather fan crafted from pristine white crane feathers, its handle made of warm, dark wood. He gazes up at the clear night sky with solemn concentration, his eyes gleaming with a glint of cosmic inquiry. Then, in an extremely slow and steady rhythm, the camera tilts upward, gradually fading the sage's figure from the bottom of the frame, giving way entirely to the vast, starry sky above. When the camera finally freezes on the deep, velvety black sky, the magic of time-lapse photography begins to emerge: countless bright stars seem to be given life, and begin to drag out bright and graceful arc-shaped light trails. These star trails intertwine and rotate on the skyline with an elegant and leisurely rhythm, together painting a grand and orderly picture of the universe. The whole scene creates an atmosphere of tranquility, solemnity and full of philosophical speculation, as if time itself is solidified and stretched at this moment.",
+ "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 medium shot from a slightly upward angle, opening slowly to reveal an elderly sage on a mountaintop. He wears a rich, dark-patterned robe of deep blue silk, with sleeves fluttering in a gentle night breeze. His long, silvery hair and chest-length beard shimmer in the cool, starry light. The face is gaunt with deep wrinkles, and he holds a feather fan crafted from pristine white crane feathers with a warm wooden handle. He gazes up at the clear night sky with solemn concentration, and the camera tilts upward, fading the figure while star trails emerge and move in an elegant, orderly manner across the sky, creating a sense of time-lapse and cosmic order.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor artifacts that prevent a higher rating. Lighting remains generally consistent, though some frames exhibit slight exposure variation. The sequence maintains coherence, but it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: the elderly figure, the mountaintop setting, the blue silk robe, the feather fan, the upward gaze, and the gradual fade toward the starry sky. The cosmic dynamics are present but not fully realized; the star trails exist yet do not fully embody the described magical movement, resulting in a small gap between the textual vision and the visual execution.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and interactions read plausibly, and lighting/shadows support depth. However, some subtle inconsistencies appear in how the robe moves and how the fan is held, and the celestial effects feel stylized rather than physically grounded, which slightly reduces overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 2.796875,
+ "MQ": 3.109375,
+ "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 medium shot from a slightly upward angle, opening slowly to reveal an elderly sage on a mountaintop. He wears a rich, dark-patterned robe of deep blue silk, with sleeves fluttering in a gentle night breeze. His long, silvery hair and chest-length beard shimmer in the cool, starry light. The face is gaunt with deep wrinkles, and he holds a feather fan crafted from pristine white crane feathers with a warm wooden handle. He gazes up at the clear night sky with solemn concentration, and the camera tilts upward, fading the figure while star trails emerge and move in an elegant, orderly manner across the sky, creating a sense of time-lapse and cosmic order.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor artifacts that prevent a higher rating. Lighting remains generally consistent, though some frames exhibit slight exposure variation. The sequence maintains coherence, but it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: the elderly figure, the mountaintop setting, the blue silk robe, the feather fan, the upward gaze, and the gradual fade toward the starry sky. The cosmic dynamics are present but not fully realized; the star trails exist yet do not fully embody the described magical movement, resulting in a small gap between the textual vision and the visual execution.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and interactions read plausibly, and lighting/shadows support depth. However, some subtle inconsistencies appear in how the robe moves and how the fan is held, and the celestial effects feel stylized rather than physically grounded, which slightly reduces overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_7/index_tensor([519, 519])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_7/index_tensor([519, 519])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcda06d1d893e9249ea88590f7dcce96713b224c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_7/index_tensor([519, 519])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Shot from an extremely low angle, the camera slowly and steadily pans to the right, closely following a subject moving through a narrow alleyway late at night. The alleyway is flanked by dark, mottled brick walls, covered in dark moss and crisscrossed with water stains, creating a damp, oppressive atmosphere. The floor is paved with ancient, rain-soaked stone slabs, greasy and sheeny. Several puddles of water clearly reflect the pale, flickering light at the end of the alleyway. The true focal point is a human figure, stretched and distorted by the light. It clings to the left wall like a thin layer of ink, its outline blurred, its head and limbs disproportionately extended. This shadow moves not smoothly but silently, with an unsettling, creeping motion. As it passes over a protruding drainpipe and a dilapidated window sill, its form shifts, wrapping around the obstacle before reconsolidating into a single, slender silhouette. A deathly silence permeates the air, broken only by the occasional sound of dripping water in the distance. The entire scene is enveloped in a chilling blue-black palette, with striking contrasts of light and shadow, creating a suffocating sense of suspense and foreboding, as if a silent horror story is unfolding.",
+ "seed": 24985,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_7/index_519_seed_24985_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": 2.109375,
+ "video_score2_ta": 2.515625,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.53125,
+ "avg": 7.53125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot from an extremely low angle, the camera slowly and steadily pans to the right, closely following a subject moving through a narrow alleyway late at night. The alleyway is flanked by dark, mottled brick walls, covered in dark moss and crisscrossed with water stains, creating a damp, oppressive atmosphere. The floor is paved with ancient, rain-soaked stone slabs, greasy and sheeny. Several puddles of water clearly reflect the pale, flickering light at the end of the alleyway. The true focal point is a human figure, stretched and distorted by the light. It clings to the left wall like a thin layer of ink, its outline blurred, its head and limbs disproportionately extended. This shadow moves not smoothly but silently, with an unsettling, creeping motion. As it passes over a protruding drainpipe and a dilapidated window sill, its form shifts, wrapping around the obstacle before reconsolidating into a single, slender silhouette. A deathly silence permeates the air, broken only by the occasional sound of dripping water in the distance. The entire scene is enveloped in a chilling blue-black palette, with striking contrasts of light and shadow, creating a suffocating sense of suspense and foreboding, as if a silent horror story is unfolding.",
+ "token_credit_reward": 7.53125,
+ "selected_reward": 7.53125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extremely low angle with a rightward pan, featuring a human figure moving through a narrow alley at night. The scene includes dark, mottled brick walls with moss and water stains, a damp atmosphere, and a figure that is stretched and distorted by lighting, moving with an unsettling, creeping motion. The overall mood is blue-black with high contrast, suggesting a silent horror narrative.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in later frames where the figure becomes less defined. The lighting creates strong atmospheric contrast between bright spots and shadows, and color grading remains consistent with a blue-black palette. There are no major distortions or artifacts, and the sequence maintains coherence across frames. The result is watchable but not razor-sharp, reflecting mid-range technical quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: extreme low-angle perspective, a rightward pan, a human figure moving through a narrow alley, nighttime ambiance, and the distinctive blue-black palette with high contrast. The mood and setting align well with the description. Some finer details—such as exact moss coverage, precise water-stain patterns, or the exact timing of the figure’s interaction with the environment—are not perfectly matched, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, with coherent lighting and object interactions. However, there are minor inconsistencies in how the figure interacts with nearby objects and in subtle environmental dynamics that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.109375,
+ "TA": 2.515625,
+ "MQ": 2.90625,
+ "Overall": 7.53125
+ }
+ }
+ ],
+ "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 shot from an extremely low angle with a rightward pan, featuring a human figure moving through a narrow alley at night. The scene includes dark, mottled brick walls with moss and water stains, a damp atmosphere, and a figure that is stretched and distorted by lighting, moving with an unsettling, creeping motion. The overall mood is blue-black with high contrast, suggesting a silent horror narrative.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in later frames where the figure becomes less defined. The lighting creates strong atmospheric contrast between bright spots and shadows, and color grading remains consistent with a blue-black palette. There are no major distortions or artifacts, and the sequence maintains coherence across frames. The result is watchable but not razor-sharp, reflecting mid-range technical quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: extreme low-angle perspective, a rightward pan, a human figure moving through a narrow alley, nighttime ambiance, and the distinctive blue-black palette with high contrast. The mood and setting align well with the description. Some finer details—such as exact moss coverage, precise water-stain patterns, or the exact timing of the figure’s interaction with the environment—are not perfectly matched, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, with coherent lighting and object interactions. However, there are minor inconsistencies in how the figure interacts with nearby objects and in subtle environmental dynamics that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot from an extremely low angle, the camera slowly and steadily pans to the right, closely following a subject moving through a narrow alleyway late at night. The alleyway is flanked by dark, mottled brick walls, covered in dark moss and crisscrossed with water stains, creating a damp, oppressive atmosphere. The floor is paved with ancient, rain-soaked stone slabs, greasy and sheeny. Several puddles of water clearly reflect the pale, flickering light at the end of the alleyway. The true focal point is a human figure, stretched and distorted by the light. It clings to the left wall like a thin layer of ink, its outline blurred, its head and limbs disproportionately extended. This shadow moves not smoothly but silently, with an unsettling, creeping motion. As it passes over a protruding drainpipe and a dilapidated window sill, its form shifts, wrapping around the obstacle before reconsolidating into a single, slender silhouette. A deathly silence permeates the air, broken only by the occasional sound of dripping water in the distance. The entire scene is enveloped in a chilling blue-black palette, with striking contrasts of light and shadow, creating a suffocating sense of suspense and foreboding, as if a silent horror story is unfolding.",
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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 shot from an extremely low angle with a rightward pan, focusing on a human figure moving through a narrow alley at night. The scene features dark, mottled brick walls with moss and water stains, a damp atmosphere, and a sheen on the stone floor. Puddles reflect pale, flickering light at the end of the alley. The figure is stretched and distorted by the lighting, moving with an unsettling, almost ghostly motion across obstacles such as a drainpipe and a dilapidated window sill. The overall mood is a chilling blue-black palette with high contrast, suggesting a silent horror narrative.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in later segments. There is a consistent blue-purple tint and a moody lighting that supports the atmosphere. Occasional motion blur and minor artifacts appear, but they do not dominate the viewing experience. The sequence remains readable and coherent, though sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: extreme low-angle perspective, a rightward pan, a human figure moving through a narrow alley, and the described environmental details such as mossy walls, water stains, and a damp atmosphere. The blue-black palette and the eerie mood align well with the prompt. Some minor deviations exist in the exact timing of the pan or in fine-grained texture details, but these do not significantly detract from overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, with the figure moving through the alley in a believable manner. However, there are subtle inconsistencies in scale and interaction with certain obstacles, and the motion blur occasionally obscures precise dynamics. Overall, the scene remains coherent, but not perfectly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.9921875,
+ "TA": 3.09375,
+ "MQ": 2.890625,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "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 shot from an extremely low angle with a rightward pan, focusing on a human figure moving through a narrow alley at night. The scene features dark, mottled brick walls with moss and water stains, a damp atmosphere, and a sheen on the stone floor. Puddles reflect pale, flickering light at the end of the alley. The figure is stretched and distorted by the lighting, moving with an unsettling, almost ghostly motion across obstacles such as a drainpipe and a dilapidated window sill. The overall mood is a chilling blue-black palette with high contrast, suggesting a silent horror narrative.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in later segments. There is a consistent blue-purple tint and a moody lighting that supports the atmosphere. Occasional motion blur and minor artifacts appear, but they do not dominate the viewing experience. The sequence remains readable and coherent, though sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: extreme low-angle perspective, a rightward pan, a human figure moving through a narrow alley, and the described environmental details such as mossy walls, water stains, and a damp atmosphere. The blue-black palette and the eerie mood align well with the prompt. Some minor deviations exist in the exact timing of the pan or in fine-grained texture details, but these do not significantly detract from overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, with the figure moving through the alley in a believable manner. However, there are subtle inconsistencies in scale and interaction with certain obstacles, and the motion blur occasionally obscures precise dynamics. Overall, the scene remains coherent, but not perfectly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot from an extremely low angle, the camera slowly and steadily pans to the right, closely following a subject moving through a narrow alleyway late at night. The alleyway is flanked by dark, mottled brick walls, covered in dark moss and crisscrossed with water stains, creating a damp, oppressive atmosphere. The floor is paved with ancient, rain-soaked stone slabs, greasy and sheeny. Several puddles of water clearly reflect the pale, flickering light at the end of the alleyway. The true focal point is a human figure, stretched and distorted by the light. It clings to the left wall like a thin layer of ink, its outline blurred, its head and limbs disproportionately extended. This shadow moves not smoothly but silently, with an unsettling, creeping motion. As it passes over a protruding drainpipe and a dilapidated window sill, its form shifts, wrapping around the obstacle before reconsolidating into a single, slender silhouette. A deathly silence permeates the air, broken only by the occasional sound of dripping water in the distance. The entire scene is enveloped in a chilling blue-black palette, with striking contrasts of light and shadow, creating a suffocating sense of suspense and foreboding, as if a silent horror story is unfolding.",
+ "seed": 24987,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_7/index_519_seed_24987_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 1.7109375,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 7.5,
+ "avg": 7.4765625,
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+ "question": "Shot from an extremely low angle, the camera slowly and steadily pans to the right, closely following a subject moving through a narrow alleyway late at night. The alleyway is flanked by dark, mottled brick walls, covered in dark moss and crisscrossed with water stains, creating a damp, oppressive atmosphere. The floor is paved with ancient, rain-soaked stone slabs, greasy and sheeny. Several puddles of water clearly reflect the pale, flickering light at the end of the alleyway. The true focal point is a human figure, stretched and distorted by the light. It clings to the left wall like a thin layer of ink, its outline blurred, its head and limbs disproportionately extended. This shadow moves not smoothly but silently, with an unsettling, creeping motion. As it passes over a protruding drainpipe and a dilapidated window sill, its form shifts, wrapping around the obstacle before reconsolidating into a single, slender silhouette. A deathly silence permeates the air, broken only by the occasional sound of dripping water in the distance. The entire scene is enveloped in a chilling blue-black palette, with striking contrasts of light and shadow, creating a suffocating sense of suspense and foreboding, as if a silent horror story is unfolding.",
+ "token_credit_reward": 7.5,
+ "selected_reward": 7.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extremely low angle with a rightward pan, featuring a human figure moving through a narrow alley at night. The scene includes dark, moss-covered brick walls, a damp atmosphere, and a blue-black palette with light and shadow contrasts. In practice, the video largely captures the intended mood and setting, but the central human form is not clearly resolved due to heavy distortion and blur, which limits precise alignment with the prompt's focal details.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show noticeable blur and some loss of detail, especially in the later portions, and there is a pronounced blue tint that dominates the color balance. The resolution appears adequate but not sharp, and motion blur reduces clarity. While the scene conveys the intended atmosphere, fine details remain unclear and the overall image quality does not reach high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The extreme low-angle perspective, the rightward pan, and the presence of a human figure moving through a narrow alley at night are well represented. The environment—dark brick walls, damp ground, blue-black palette, and light/shadow contrasts—is captured effectively. The main limitation is the indistinct, heavily distorted human form, which obscures some specific prompt cues, but the core elements align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and environmental interactions, with no obvious violations of basic physics. The heavy distortion of the human figure introduces perceptual inconsistencies, yet the surrounding space remains coherent and believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.7109375,
+ "TA": 2.78125,
+ "MQ": 2.984375,
+ "Overall": 7.5
+ }
+ }
+ ],
+ "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 shot from an extremely low angle with a rightward pan, featuring a human figure moving through a narrow alley at night. The scene includes dark, moss-covered brick walls, a damp atmosphere, and a blue-black palette with light and shadow contrasts. In practice, the video largely captures the intended mood and setting, but the central human form is not clearly resolved due to heavy distortion and blur, which limits precise alignment with the prompt's focal details.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show noticeable blur and some loss of detail, especially in the later portions, and there is a pronounced blue tint that dominates the color balance. The resolution appears adequate but not sharp, and motion blur reduces clarity. While the scene conveys the intended atmosphere, fine details remain unclear and the overall image quality does not reach high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The extreme low-angle perspective, the rightward pan, and the presence of a human figure moving through a narrow alley at night are well represented. The environment—dark brick walls, damp ground, blue-black palette, and light/shadow contrasts—is captured effectively. The main limitation is the indistinct, heavily distorted human form, which obscures some specific prompt cues, but the core elements align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and environmental interactions, with no obvious violations of basic physics. The heavy distortion of the human figure introduces perceptual inconsistencies, yet the surrounding space remains coherent and believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot from an extremely low angle, the camera slowly and steadily pans to the right, closely following a subject moving through a narrow alleyway late at night. The alleyway is flanked by dark, mottled brick walls, covered in dark moss and crisscrossed with water stains, creating a damp, oppressive atmosphere. The floor is paved with ancient, rain-soaked stone slabs, greasy and sheeny. Several puddles of water clearly reflect the pale, flickering light at the end of the alleyway. The true focal point is a human figure, stretched and distorted by the light. It clings to the left wall like a thin layer of ink, its outline blurred, its head and limbs disproportionately extended. This shadow moves not smoothly but silently, with an unsettling, creeping motion. As it passes over a protruding drainpipe and a dilapidated window sill, its form shifts, wrapping around the obstacle before reconsolidating into a single, slender silhouette. A deathly silence permeates the air, broken only by the occasional sound of dripping water in the distance. The entire scene is enveloped in a chilling blue-black palette, with striking contrasts of light and shadow, creating a suffocating sense of suspense and foreboding, as if a silent horror story is unfolding.",
+ "seed": 24988,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_7/index_519_seed_24988_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.046875,
+ "video_score2_ta": 2.84375,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 7.71875,
+ "avg": 7.734375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "Shot from an extremely low angle, the camera slowly and steadily pans to the right, closely following a subject moving through a narrow alleyway late at night. The alleyway is flanked by dark, mottled brick walls, covered in dark moss and crisscrossed with water stains, creating a damp, oppressive atmosphere. The floor is paved with ancient, rain-soaked stone slabs, greasy and sheeny. Several puddles of water clearly reflect the pale, flickering light at the end of the alleyway. The true focal point is a human figure, stretched and distorted by the light. It clings to the left wall like a thin layer of ink, its outline blurred, its head and limbs disproportionately extended. This shadow moves not smoothly but silently, with an unsettling, creeping motion. As it passes over a protruding drainpipe and a dilapidated window sill, its form shifts, wrapping around the obstacle before reconsolidating into a single, slender silhouette. A deathly silence permeates the air, broken only by the occasional sound of dripping water in the distance. The entire scene is enveloped in a chilling blue-black palette, with striking contrasts of light and shadow, creating a suffocating sense of suspense and foreboding, as if a silent horror story is unfolding.",
+ "token_credit_reward": 7.71875,
+ "selected_reward": 7.71875,
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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 shot from an extremely low angle with a rightward pan, following a moving subject through a narrow alley at night. The alley features dark, mottled brick walls with moss and water stains, a damp atmosphere, and a floor of ancient, rain-soaked stone slabs that appear greasy. The focal element is a distorted human figure moving with an unsettling, almost ghostly motion, interacting with a drainpipe and a dilapidated window sill. The scene is intended to be a chilling blue-black horror tableau with strong light/shadow contrast and a sense of foreboding.\n\nVisual Quality Analysis:\nAcross the frames, the overall image quality is moderate rather than pristine. There is some blur and softness, especially in background details, and occasional compression artifacts. The lighting creates dramatic shadows and highlights, which aligns with the intended mood, but the sharpness and fine detail are not consistently high. The color grading favors cool tones with selective highlights, contributing to atmosphere without fully compensating for resolution limitations. Overall, the visuals convey the intended mood but do not reach high-fidelity clarity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—extremely low angle, a rightward pan, and a moving subject in a narrow alley with moody lighting and damp surfaces. However, certain prompt specifics are underrepresented or ambiguous: the moss coverage on the walls is not clearly visible, and the water-stain patterns are not distinctly defined. The human figure’s distortion and its interaction with the environment are present but not always crisply integrated with the surroundings. In sum, alignment is moderate: the scene communicates the general concept but misses or weakly renders several key details.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and coherent lighting interactions, supporting a believable environment. Yet there are minor inconsistencies in how the figure interacts with nearby objects and in the timing of environmental responses, which slightly undermine perfect physical realism. Overall, physical consistency is acceptable but not flawless.\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": 2.046875,
+ "TA": 2.84375,
+ "MQ": 2.84375,
+ "Overall": 7.71875
+ }
+ }
+ ],
+ "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 shot from an extremely low angle with a rightward pan, following a moving subject through a narrow alley at night. The alley features dark, mottled brick walls with moss and water stains, a damp atmosphere, and a floor of ancient, rain-soaked stone slabs that appear greasy. The focal element is a distorted human figure moving with an unsettling, almost ghostly motion, interacting with a drainpipe and a dilapidated window sill. The scene is intended to be a chilling blue-black horror tableau with strong light/shadow contrast and a sense of foreboding.\n\nVisual Quality Analysis:\nAcross the frames, the overall image quality is moderate rather than pristine. There is some blur and softness, especially in background details, and occasional compression artifacts. The lighting creates dramatic shadows and highlights, which aligns with the intended mood, but the sharpness and fine detail are not consistently high. The color grading favors cool tones with selective highlights, contributing to atmosphere without fully compensating for resolution limitations. Overall, the visuals convey the intended mood but do not reach high-fidelity clarity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—extremely low angle, a rightward pan, and a moving subject in a narrow alley with moody lighting and damp surfaces. However, certain prompt specifics are underrepresented or ambiguous: the moss coverage on the walls is not clearly visible, and the water-stain patterns are not distinctly defined. The human figure’s distortion and its interaction with the environment are present but not always crisply integrated with the surroundings. In sum, alignment is moderate: the scene communicates the general concept but misses or weakly renders several key details.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and coherent lighting interactions, supporting a believable environment. Yet there are minor inconsistencies in how the figure interacts with nearby objects and in the timing of environmental responses, which slightly undermine perfect physical realism. Overall, physical consistency is acceptable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_8/index_tensor([2004, 2004])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_8/index_tensor([2004, 2004])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..518a24bd301d34d3aca83eeef93e9f064c380317
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_8/index_tensor([2004, 2004])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Set in a 3D cartoon world bursting with vibrant, candy-like colors, a close-up captures a lovable millipede with a segmented body, a bright purple shell, and two large, cartoon-like eyes. It rests on a large, tender green clover leaf, contentedly nibbling at the edge with its tiny mouthparts. The bright afternoon sun casts a warm, soft glow over the scene, while a blur of exaggeratedly colored mushrooms and flowers juts out in the background. Suddenly, as if sensing something, it pauses, its two slender tentacles erecting in alertness and trembling slightly. Then, in a swift, fluid movement, it curls inward, starting with its head, each segment of its body perfectly folding together. In the blink of an eye, it transforms into a smooth, seamless purple sphere. As it completes its defensive stance, the camera begins a rapid 360-degree orbit around the tiny sphere, its rapid rotation blurring the background and emphasizing the comical yet intense isolation of the immobile sphere, creating a dramatic, comedic effect.",
+ "seed": 1081,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_8/index_2004_seed_1081_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Set in a 3D cartoon world bursting with vibrant, candy-like colors, a close-up captures a lovable millipede with a segmented body, a bright purple shell, and two large, cartoon-like eyes. It rests on a large, tender green clover leaf, contentedly nibbling at the edge with its tiny mouthparts. The bright afternoon sun casts a warm, soft glow over the scene, while a blur of exaggeratedly colored mushrooms and flowers juts out in the background. Suddenly, as if sensing something, it pauses, its two slender tentacles erecting in alertness and trembling slightly. Then, in a swift, fluid movement, it curls inward, starting with its head, each segment of its body perfectly folding together. In the blink of an eye, it transforms into a smooth, seamless purple sphere. As it completes its defensive stance, the camera begins a rapid 360-degree orbit around the tiny sphere, its rapid rotation blurring the background and emphasizing the comical yet intense isolation of the immobile sphere, creating a dramatic, comedic effect.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a 3D cartoon world with vibrant, candy-like colors featuring a close-up of a lovable millipede with a segmented body, a bright purple shell, and two large cartoon-like eyes resting on a large green leaf. It nibbles at the edge with its tiny mouthparts under warm sunlight, with blurred background elements like exaggeratedly colored mushrooms and flowers. The sequence includes the creature pausing, two slender tentacles rising in alertness, a rapid curling inward, transformation into a smooth purple sphere, and a rapid 360-degree orbit around the sphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the main subject, but there are occasional minor artifacts and slight inconsistencies in lighting or shading across frames. The background blur and depth cues exist but are not consistently applied throughout, and some transitions feel a touch abrupt rather than seamless. The animation remains readable and coherent, though not exceptionally polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as a 3D cartoon aesthetic, vibrant colors, a close-up of a purple creature with a segmented appearance, a large green leaf, and a warm sunlit ambiance with background flora. However, key narrative moments described in the prompt are not realized: the transformation into a smooth sphere and the rapid 360-degree orbit are not present, and the tentacle movement is only loosely suggested. The result reflects a reasonable but incomplete adherence to the original instructions.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The creature maintains plausible proportions within a stylized context, and interactions with the leaf appear believable. Some transitions and deformations are not fully physically plausible, and the expected dramatic metamorphosis is missing, which reduces overall coherence. Overall, the scene remains understandable and consistent, but not highly convincing in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 2.5625,
+ "MQ": 2.84375,
+ "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 3D cartoon world with vibrant, candy-like colors featuring a close-up of a lovable millipede with a segmented body, a bright purple shell, and two large cartoon-like eyes resting on a large green leaf. It nibbles at the edge with its tiny mouthparts under warm sunlight, with blurred background elements like exaggeratedly colored mushrooms and flowers. The sequence includes the creature pausing, two slender tentacles rising in alertness, a rapid curling inward, transformation into a smooth purple sphere, and a rapid 360-degree orbit around the sphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the main subject, but there are occasional minor artifacts and slight inconsistencies in lighting or shading across frames. The background blur and depth cues exist but are not consistently applied throughout, and some transitions feel a touch abrupt rather than seamless. The animation remains readable and coherent, though not exceptionally polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as a 3D cartoon aesthetic, vibrant colors, a close-up of a purple creature with a segmented appearance, a large green leaf, and a warm sunlit ambiance with background flora. However, key narrative moments described in the prompt are not realized: the transformation into a smooth sphere and the rapid 360-degree orbit are not present, and the tentacle movement is only loosely suggested. The result reflects a reasonable but incomplete adherence to the original instructions.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The creature maintains plausible proportions within a stylized context, and interactions with the leaf appear believable. Some transitions and deformations are not fully physically plausible, and the expected dramatic metamorphosis is missing, which reduces overall coherence. Overall, the scene remains understandable and consistent, but not highly convincing in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Set in a 3D cartoon world bursting with vibrant, candy-like colors, a close-up captures a lovable millipede with a segmented body, a bright purple shell, and two large, cartoon-like eyes. It rests on a large, tender green clover leaf, contentedly nibbling at the edge with its tiny mouthparts. The bright afternoon sun casts a warm, soft glow over the scene, while a blur of exaggeratedly colored mushrooms and flowers juts out in the background. Suddenly, as if sensing something, it pauses, its two slender tentacles erecting in alertness and trembling slightly. Then, in a swift, fluid movement, it curls inward, starting with its head, each segment of its body perfectly folding together. In the blink of an eye, it transforms into a smooth, seamless purple sphere. As it completes its defensive stance, the camera begins a rapid 360-degree orbit around the tiny sphere, its rapid rotation blurring the background and emphasizing the comical yet intense isolation of the immobile sphere, creating a dramatic, comedic effect.",
+ "seed": 1082,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_8/index_2004_seed_1082_dp_16_rank_32_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.46875,
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+ "video_score2_overall": 9.0,
+ "avg": 8.984375,
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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 3D cartoon world with vibrant colors featuring a close-up of a lovable millipede with a segmented body, a bright purple shell, and two large cartoon-like eyes resting on a large green leaf. It nibbles at the edge with its tiny mouthparts, under warm sunlight, with blurred background elements like exaggeratedly colored mushrooms and flowers. The sequence includes the creature pausing, two slender tentacles rising in alertness, a rapid curling inward, transformation into a smooth purple sphere, and a rapid 360-degree orbit around the sphere.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The render is clean with good lighting and color saturation, and the character design remains consistent across frames. There are no major artifacts or distortions, and shading and depth cues are well executed. However, there are occasional minor frame-to-frame inconsistencies and slight motion blur during fast movements that prevent a perfect top-tier score. Overall, Visual Quality aligns with a strong but not flawless presentation (roughly a 4).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. The video clearly presents a 3D cartoon aesthetic, vibrant colors, and a close-up of a purple-insect-like character on a green leaf under warm lighting. However, several key prompt elements are not realized: the segmented body and distinct tentacles are not clearly visible; the nibbling action is not evident; the dramatic transformation into a smooth sphere and the rapid 360-degree orbit are not observed. The background remains blurred with floral elements, but the specific mushroom detail is not clearly identifiable. Overall, the alignment is partial rather than complete, corresponding to a mid-range score (around 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent internal logic within a stylized cartoon framework. The character’s proportions, eye placement, and interaction with the leaf follow plausible, whimsical physics, and the environment supports the narrative without obvious contradictions. While some dynamic actions described in the prompt are not depicted, the overall physical behavior remains consistent and believable within the intended style. This yields a moderate level of common-sense consistency (approximately a 3).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.15625,
+ "TA": 2.46875,
+ "MQ": 3.359375,
+ "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 3D cartoon world with vibrant colors featuring a close-up of a lovable millipede with a segmented body, a bright purple shell, and two large cartoon-like eyes resting on a large green leaf. It nibbles at the edge with its tiny mouthparts, under warm sunlight, with blurred background elements like exaggeratedly colored mushrooms and flowers. The sequence includes the creature pausing, two slender tentacles rising in alertness, a rapid curling inward, transformation into a smooth purple sphere, and a rapid 360-degree orbit around the sphere.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The render is clean with good lighting and color saturation, and the character design remains consistent across frames. There are no major artifacts or distortions, and shading and depth cues are well executed. However, there are occasional minor frame-to-frame inconsistencies and slight motion blur during fast movements that prevent a perfect top-tier score. Overall, Visual Quality aligns with a strong but not flawless presentation (roughly a 4).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. The video clearly presents a 3D cartoon aesthetic, vibrant colors, and a close-up of a purple-insect-like character on a green leaf under warm lighting. However, several key prompt elements are not realized: the segmented body and distinct tentacles are not clearly visible; the nibbling action is not evident; the dramatic transformation into a smooth sphere and the rapid 360-degree orbit are not observed. The background remains blurred with floral elements, but the specific mushroom detail is not clearly identifiable. Overall, the alignment is partial rather than complete, corresponding to a mid-range score (around 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent internal logic within a stylized cartoon framework. The character’s proportions, eye placement, and interaction with the leaf follow plausible, whimsical physics, and the environment supports the narrative without obvious contradictions. While some dynamic actions described in the prompt are not depicted, the overall physical behavior remains consistent and believable within the intended style. This yields a moderate level of common-sense consistency (approximately a 3).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Set in a 3D cartoon world bursting with vibrant, candy-like colors, a close-up captures a lovable millipede with a segmented body, a bright purple shell, and two large, cartoon-like eyes. It rests on a large, tender green clover leaf, contentedly nibbling at the edge with its tiny mouthparts. The bright afternoon sun casts a warm, soft glow over the scene, while a blur of exaggeratedly colored mushrooms and flowers juts out in the background. Suddenly, as if sensing something, it pauses, its two slender tentacles erecting in alertness and trembling slightly. Then, in a swift, fluid movement, it curls inward, starting with its head, each segment of its body perfectly folding together. In the blink of an eye, it transforms into a smooth, seamless purple sphere. As it completes its defensive stance, the camera begins a rapid 360-degree orbit around the tiny sphere, its rapid rotation blurring the background and emphasizing the comical yet intense isolation of the immobile sphere, creating a dramatic, comedic effect.",
+ "seed": 1083,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_8/index_2004_seed_1083_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.9375,
+ "avg": 8.96875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Set in a 3D cartoon world bursting with vibrant, candy-like colors, a close-up captures a lovable millipede with a segmented body, a bright purple shell, and two large, cartoon-like eyes. It rests on a large, tender green clover leaf, contentedly nibbling at the edge with its tiny mouthparts. The bright afternoon sun casts a warm, soft glow over the scene, while a blur of exaggeratedly colored mushrooms and flowers juts out in the background. Suddenly, as if sensing something, it pauses, its two slender tentacles erecting in alertness and trembling slightly. Then, in a swift, fluid movement, it curls inward, starting with its head, each segment of its body perfectly folding together. In the blink of an eye, it transforms into a smooth, seamless purple sphere. As it completes its defensive stance, the camera begins a rapid 360-degree orbit around the tiny sphere, its rapid rotation blurring the background and emphasizing the comical yet intense isolation of the immobile sphere, creating a dramatic, comedic effect.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a 3D cartoon world with vibrant, candy-like colors featuring a close-up of a lovable millipede with a segmented body, a bright purple shell, and two large cartoon-like eyes resting on a large tender green clover leaf, nibbling at the edge with its tiny mouthparts. The scene should show bright afternoon sun casting a warm glow, blurred background with exaggeratedly colored mushrooms and flowers, the millipede pausing with two slender tentacles erecting in alertness, then curling into a smooth purple sphere, followed by a rapid 360-degree orbit around the sphere with dramatic, comedic effect.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames present decent resolution and clear rendering of the main subject, but there are occasional minor artifacts and slight inconsistencies in lighting or shading across frames. The background blur and depth cues exist but are not consistently convincing throughout the sequence. The transition from the segmented millipede to the spherical form is readable, though some frame-to-frame transitions feel abrupt rather than seamless. The final rapid orbit is suggested but not fully realized in the available frames, leaving room for smoother motion in a longer sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a 3D cartoon aesthetic, vibrant palette, close-up of a segmented purple-bodied creature with prominent eyes, resting on a green leaf, nibbling, and a background with colorful mushrooms and flowers. The later frames depict the transformation into a smooth sphere and a tentative orbit around the sphere, aligning with the described progression. Minor deviations include occasional mismatches in the exact moment of the pause or the onset of the curling transition, and the timing of the final orbit may not be perfectly synchronized with the narrative cue. Nevertheless, the sequence remains coherent and faithful to the intended concept.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The metamorphosis follows a plausible progression within a fantasy context, and the creature’s behavior (nibbling, alert posture, defensive curl) reads as believable for the depicted character. Some transitions could be smoother, and a few environmental interactions (e.g., weight distribution during the curl, or the precise dynamics of the rapid orbit) could be tightened to enhance believability. Overall, the scene maintains internal logic suitable for a whimsical, cartoon narrative.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 2.96875,
+ "MQ": 2.953125,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a 3D cartoon world with vibrant, candy-like colors featuring a close-up of a lovable millipede with a segmented body, a bright purple shell, and two large cartoon-like eyes resting on a large tender green clover leaf, nibbling at the edge with its tiny mouthparts. The scene should show bright afternoon sun casting a warm glow, blurred background with exaggeratedly colored mushrooms and flowers, the millipede pausing with two slender tentacles erecting in alertness, then curling into a smooth purple sphere, followed by a rapid 360-degree orbit around the sphere with dramatic, comedic effect.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames present decent resolution and clear rendering of the main subject, but there are occasional minor artifacts and slight inconsistencies in lighting or shading across frames. The background blur and depth cues exist but are not consistently convincing throughout the sequence. The transition from the segmented millipede to the spherical form is readable, though some frame-to-frame transitions feel abrupt rather than seamless. The final rapid orbit is suggested but not fully realized in the available frames, leaving room for smoother motion in a longer sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a 3D cartoon aesthetic, vibrant palette, close-up of a segmented purple-bodied creature with prominent eyes, resting on a green leaf, nibbling, and a background with colorful mushrooms and flowers. The later frames depict the transformation into a smooth sphere and a tentative orbit around the sphere, aligning with the described progression. Minor deviations include occasional mismatches in the exact moment of the pause or the onset of the curling transition, and the timing of the final orbit may not be perfectly synchronized with the narrative cue. Nevertheless, the sequence remains coherent and faithful to the intended concept.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The metamorphosis follows a plausible progression within a fantasy context, and the creature’s behavior (nibbling, alert posture, defensive curl) reads as believable for the depicted character. Some transitions could be smoother, and a few environmental interactions (e.g., weight distribution during the curl, or the precise dynamics of the rapid orbit) could be tightened to enhance believability. Overall, the scene maintains internal logic suitable for a whimsical, cartoon narrative.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Set in a 3D cartoon world bursting with vibrant, candy-like colors, a close-up captures a lovable millipede with a segmented body, a bright purple shell, and two large, cartoon-like eyes. It rests on a large, tender green clover leaf, contentedly nibbling at the edge with its tiny mouthparts. The bright afternoon sun casts a warm, soft glow over the scene, while a blur of exaggeratedly colored mushrooms and flowers juts out in the background. Suddenly, as if sensing something, it pauses, its two slender tentacles erecting in alertness and trembling slightly. Then, in a swift, fluid movement, it curls inward, starting with its head, each segment of its body perfectly folding together. In the blink of an eye, it transforms into a smooth, seamless purple sphere. As it completes its defensive stance, the camera begins a rapid 360-degree orbit around the tiny sphere, its rapid rotation blurring the background and emphasizing the comical yet intense isolation of the immobile sphere, creating a dramatic, comedic effect.",
+ "seed": 1084,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_8/index_2004_seed_1084_dp_17_rank_34_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.59375,
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+ "video_score2_overall": 9.125,
+ "avg": 9.15625,
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+ "credit_map_shape": [
+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 1,
+ 0,
+ 2
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a whimsical 3D cartoon scene featuring a purple, segmented creature with a bright shell, large cartoon eyes, resting on a green leaf, nibbling at the edge, with a warm sunlit atmosphere and a background of colorful mushrooms and flowers. The sequence includes a moment where the creature pauses, tentacles rise, then curls into a smooth sphere and a rapid 360-degree orbit around the sphere.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The render is clean with good lighting and color saturation, and the character design remains consistent across frames. There are no major artifacts or distortions, and shading and depth cues are well handled. However, there are occasional minor frame-to-frame inconsistencies and slight motion blur during rapid transitions that prevent a perfect top-tier score. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. The video captures several key elements such as a 3D cartoon aesthetic, vibrant colors, a close-up focus, a purple segmented creature with a bright shell, large cartoon eyes, a green leaf, warm lighting, and background flora. However, crucial narrative moments described in the prompt — the creature curling into a smooth sphere, the rapid 360-degree orbit around the sphere, and the dramatic transformation — are not realized. The result is a partial match with notable gaps, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical behavior within a stylized cartoon framework. Movement and interactions feel plausible, and the environment supports the character’s actions without obvious contradictions. Some exaggerated or non-l literal physics are present due to the stylization, but they do not undermine overall coherence. This yields a Physical/Common-sense Consistency score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.234375,
+ "TA": 2.59375,
+ "MQ": 3.328125,
+ "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 whimsical 3D cartoon scene featuring a purple, segmented creature with a bright shell, large cartoon eyes, resting on a green leaf, nibbling at the edge, with a warm sunlit atmosphere and a background of colorful mushrooms and flowers. The sequence includes a moment where the creature pauses, tentacles rise, then curls into a smooth sphere and a rapid 360-degree orbit around the sphere.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The render is clean with good lighting and color saturation, and the character design remains consistent across frames. There are no major artifacts or distortions, and shading and depth cues are well handled. However, there are occasional minor frame-to-frame inconsistencies and slight motion blur during rapid transitions that prevent a perfect top-tier score. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. The video captures several key elements such as a 3D cartoon aesthetic, vibrant colors, a close-up focus, a purple segmented creature with a bright shell, large cartoon eyes, a green leaf, warm lighting, and background flora. However, crucial narrative moments described in the prompt — the creature curling into a smooth sphere, the rapid 360-degree orbit around the sphere, and the dramatic transformation — are not realized. The result is a partial match with notable gaps, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent physical behavior within a stylized cartoon framework. Movement and interactions feel plausible, and the environment supports the character’s actions without obvious contradictions. Some exaggerated or non-l literal physics are present due to the stylization, but they do not undermine overall coherence. This yields a Physical/Common-sense Consistency score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_9/index_tensor([7520, 7520])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_9/index_tensor([7520, 7520])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..905db5dfa039c97a51252ccbca9fe28b44d9e334
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_9/index_tensor([7520, 7520])_group_9_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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, low-angle drone shot gliding forward toward a magnificent mansion, bathed in golden-hour light, with a steady, deliberate rhythm as it passes through meticulously manicured gardens featuring emerald hedges and vibrant flower pots. A low, bright sun positioned just outside the frame creates a striking anamorphic lens flare — a horizontal streak of radiant gold and subtle blue light that sweeps across the screen, briefly shrouding the view in a dreamy haze. The flare then subsides, revealing a magnificent, symmetrical stone mansion with neoclassical design, warm lighting, and long, soft shadows across the lawn, conveying a sense of gorgeous tranquility and cinematic grandeur.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the mansion and garden elements, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across frames. The sequence remains coherent and stable, with no major distortions, 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 key elements: a low-angle, forward-moving drone-like perspective; a prominent mansion with classical architecture; golden-hour lighting; a well-maintained garden with emerald hedges and colorful flowers; a visible lens flare; and a warm, tranquil atmosphere. Some nuanced aspects, such as the exact timing of the flare and the depth of the dreamy haze, are present but not perfectly synchronized throughout the sequence, resulting in a solid but not perfect match.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships are generally plausible, and the scene maintains believable scale and material properties. However, there are minor inconsistencies in lighting continuity and shadow direction across frames, preventing a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.171875,
+ "TA": 3.5,
+ "MQ": 3.765625,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, low-angle drone shot gliding forward toward a magnificent mansion, bathed in golden-hour light, with a steady, deliberate rhythm as it passes through meticulously manicured gardens featuring emerald hedges and vibrant flower pots. A low, bright sun positioned just outside the frame creates a striking anamorphic lens flare — a horizontal streak of radiant gold and subtle blue light that sweeps across the screen, briefly shrouding the view in a dreamy haze. The flare then subsides, revealing a magnificent, symmetrical stone mansion with neoclassical design, warm lighting, and long, soft shadows across the lawn, conveying a sense of gorgeous tranquility and cinematic grandeur.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the mansion and garden elements, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across frames. The sequence remains coherent and stable, with no major distortions, 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 key elements: a low-angle, forward-moving drone-like perspective; a prominent mansion with classical architecture; golden-hour lighting; a well-maintained garden with emerald hedges and colorful flowers; a visible lens flare; and a warm, tranquil atmosphere. Some nuanced aspects, such as the exact timing of the flare and the depth of the dreamy haze, are present but not perfectly synchronized throughout the sequence, resulting in a solid but not perfect match.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships are generally plausible, and the scene maintains believable scale and material properties. However, there are minor inconsistencies in lighting continuity and shadow direction across frames, preventing a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, low-angle drone shot glides smoothly forward toward a magnificent mansion, the world bathed in the ethereal glow of golden hour. The camera moves with a steady, deliberate rhythm, passing through meticulously manicured gardens, where perfectly sculpted emerald hedges form intricate patterns and vibrant flower pots burst with color. As the camera continues its graceful advance, a low, bright sun, positioned just outside the frame, catches the eye, creating a stunning anamorphic lens flare—a horizontal streak of radiant gold and subtle blue light that gracefully sweeps across the screen, momentarily shrouding the view in a dreamy haze. The flare gracefully subsides, fully revealing the destination: a magnificent, symmetrical stone mansion of neoclassical design, its limestone facade radiating a warm glow, its many tall, paneled windows reflecting the blazing sunset. The entire scene is drenched in rich, warm tones, casting long, soft shadows across the lush lawn, creating a powerful atmosphere of gorgeous tranquility and cinematic grandeur.",
+ "seed": 18627,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_9/index_7520_seed_18627_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 3.734375,
+ "video_score2_overall": 10.375,
+ "avg": 10.375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, low-angle drone shot glides smoothly forward toward a magnificent mansion, the world bathed in the ethereal glow of golden hour. The camera moves with a steady, deliberate rhythm, passing through meticulously manicured gardens, where perfectly sculpted emerald hedges form intricate patterns and vibrant flower pots burst with color. As the camera continues its graceful advance, a low, bright sun, positioned just outside the frame, catches the eye, creating a stunning anamorphic lens flare—a horizontal streak of radiant gold and subtle blue light that gracefully sweeps across the screen, momentarily shrouding the view in a dreamy haze. The flare gracefully subsides, fully revealing the destination: a magnificent, symmetrical stone mansion of neoclassical design, its limestone facade radiating a warm glow, its many tall, paneled windows reflecting the blazing sunset. The entire scene is drenched in rich, warm tones, casting long, soft shadows across the lush lawn, creating a powerful atmosphere of gorgeous tranquility and cinematic grandeur.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, low-angle drone shot gliding forward toward a magnificent mansion, bathed in golden-hour light, with a steady, deliberate rhythm. It mentions passing through meticulously manicured gardens with emerald hedges and vibrant flower pots, a low sun catching the eye, a horizontal streak of radiant gold and subtle blue light, long soft shadows, and a warm, tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in background elements. The warm golden-hour lighting is present and contributes to mood, yet fine details remain lacking. The sequence remains smooth with no major artifacts, and the composition stays stable throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a low-angle forward movement toward a mansion, visible garden areas, and prominent architectural features. The golden-hour ambiance and the distinctive horizontal light streak are well represented. Minor deviations exist in the precise timing of the sun’s position and the intensity of the lens flare, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships follow plausible outdoor physics, and the motion appears coherent. However, there are small inconsistencies in shadow length or direction relative to the sun angle, and occasional minor perspective quirks that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.59375,
+ "MQ": 3.734375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, low-angle drone shot gliding forward toward a magnificent mansion, bathed in golden-hour light, with a steady, deliberate rhythm. It mentions passing through meticulously manicured gardens with emerald hedges and vibrant flower pots, a low sun catching the eye, a horizontal streak of radiant gold and subtle blue light, long soft shadows, and a warm, tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in background elements. The warm golden-hour lighting is present and contributes to mood, yet fine details remain lacking. The sequence remains smooth with no major artifacts, and the composition stays stable throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a low-angle forward movement toward a mansion, visible garden areas, and prominent architectural features. The golden-hour ambiance and the distinctive horizontal light streak are well represented. Minor deviations exist in the precise timing of the sun’s position and the intensity of the lens flare, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships follow plausible outdoor physics, and the motion appears coherent. However, there are small inconsistencies in shadow length or direction relative to the sun angle, and occasional minor perspective quirks that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, low-angle drone shot glides smoothly forward toward a magnificent mansion, the world bathed in the ethereal glow of golden hour. The camera moves with a steady, deliberate rhythm, passing through meticulously manicured gardens, where perfectly sculpted emerald hedges form intricate patterns and vibrant flower pots burst with color. As the camera continues its graceful advance, a low, bright sun, positioned just outside the frame, catches the eye, creating a stunning anamorphic lens flare—a horizontal streak of radiant gold and subtle blue light that gracefully sweeps across the screen, momentarily shrouding the view in a dreamy haze. The flare gracefully subsides, fully revealing the destination: a magnificent, symmetrical stone mansion of neoclassical design, its limestone facade radiating a warm glow, its many tall, paneled windows reflecting the blazing sunset. The entire scene is drenched in rich, warm tones, casting long, soft shadows across the lush lawn, creating a powerful atmosphere of gorgeous tranquility and cinematic grandeur.",
+ "seed": 18628,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_9/index_7520_seed_18628_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.1875,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 10.375,
+ "avg": 10.328125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "sweeping, low-angle drone shot glides smoothly forward toward a magnificent mansion, the world bathed in the ethereal glow of golden hour. The camera moves with a steady, deliberate rhythm, passing through meticulously manicured gardens, where perfectly sculpted emerald hedges form intricate patterns and vibrant flower pots burst with color. As the camera continues its graceful advance, a low, bright sun, positioned just outside the frame, catches the eye, creating a stunning anamorphic lens flare—a horizontal streak of radiant gold and subtle blue light that gracefully sweeps across the screen, momentarily shrouding the view in a dreamy haze. The flare gracefully subsides, fully revealing the destination: a magnificent, symmetrical stone mansion of neoclassical design, its limestone facade radiating a warm glow, its many tall, paneled windows reflecting the blazing sunset. The entire scene is drenched in rich, warm tones, casting long, soft shadows across the lush lawn, creating a powerful atmosphere of gorgeous tranquility and cinematic grandeur.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, low-angle drone shot gliding forward toward a magnificent mansion at golden hour, with a steady, deliberate rhythm. It mentions passing through meticulously manicured gardens with emerald hedges and vibrant flower pots, a low sun catching the eye, a horizontal streak of radiant gold and subtle blue light, and a magnificent, symmetrical stone mansion of neoclassical design with warm tones and long, soft shadows.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially in distant elements. The golden-hour lighting is present and contributes to mood, though it does not achieve high-fidelity sharpness. The sequence remains stable with smooth motion, and there are no obvious distortions or artifacts. The composition and depth cues are coherent, supporting a plausible scene, but the overall crispness and fine detail do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a low-angle, forward-moving drone-like perspective; a mansion with classical architecture; golden-hour illumination; well-manicured gardens with hedges and flower pots; a visible sun and lens flare; and long shadows consistent with sunset lighting. While most aspects align closely with the description, a few minor deviations exist in exact framing or timing, preventing a perfect match.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships follow plausible physics for a sunset scene, and the garden elements appear proportionate. However, there are small inconsistencies in scale or perspective between frames that prevent a higher level of coherence. Overall, the scene remains believable and coherent, 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": 3.1875,
+ "TA": 3.484375,
+ "MQ": 3.65625,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, low-angle drone shot gliding forward toward a magnificent mansion at golden hour, with a steady, deliberate rhythm. It mentions passing through meticulously manicured gardens with emerald hedges and vibrant flower pots, a low sun catching the eye, a horizontal streak of radiant gold and subtle blue light, and a magnificent, symmetrical stone mansion of neoclassical design with warm tones and long, soft shadows.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially in distant elements. The golden-hour lighting is present and contributes to mood, though it does not achieve high-fidelity sharpness. The sequence remains stable with smooth motion, and there are no obvious distortions or artifacts. The composition and depth cues are coherent, supporting a plausible scene, but the overall crispness and fine detail do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a low-angle, forward-moving drone-like perspective; a mansion with classical architecture; golden-hour illumination; well-manicured gardens with hedges and flower pots; a visible sun and lens flare; and long shadows consistent with sunset lighting. While most aspects align closely with the description, a few minor deviations exist in exact framing or timing, preventing a perfect match.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships follow plausible physics for a sunset scene, and the garden elements appear proportionate. However, there are small inconsistencies in scale or perspective between frames that prevent a higher level of coherence. Overall, the scene remains believable and coherent, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, low-angle drone shot glides smoothly forward toward a magnificent mansion, the world bathed in the ethereal glow of golden hour. The camera moves with a steady, deliberate rhythm, passing through meticulously manicured gardens, where perfectly sculpted emerald hedges form intricate patterns and vibrant flower pots burst with color. As the camera continues its graceful advance, a low, bright sun, positioned just outside the frame, catches the eye, creating a stunning anamorphic lens flare—a horizontal streak of radiant gold and subtle blue light that gracefully sweeps across the screen, momentarily shrouding the view in a dreamy haze. The flare gracefully subsides, fully revealing the destination: a magnificent, symmetrical stone mansion of neoclassical design, its limestone facade radiating a warm glow, its many tall, paneled windows reflecting the blazing sunset. The entire scene is drenched in rich, warm tones, casting long, soft shadows across the lush lawn, creating a powerful atmosphere of gorgeous tranquility and cinematic grandeur.",
+ "seed": 18629,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000257/group_9/index_7520_seed_18629_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 3.390625,
+ "video_score2_mq": 3.71875,
+ "video_score2_overall": 10.4375,
+ "avg": 10.4375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, low-angle drone shot glides smoothly forward toward a magnificent mansion, the world bathed in the ethereal glow of golden hour. The camera moves with a steady, deliberate rhythm, passing through meticulously manicured gardens, where perfectly sculpted emerald hedges form intricate patterns and vibrant flower pots burst with color. As the camera continues its graceful advance, a low, bright sun, positioned just outside the frame, catches the eye, creating a stunning anamorphic lens flare—a horizontal streak of radiant gold and subtle blue light that gracefully sweeps across the screen, momentarily shrouding the view in a dreamy haze. The flare gracefully subsides, fully revealing the destination: a magnificent, symmetrical stone mansion of neoclassical design, its limestone facade radiating a warm glow, its many tall, paneled windows reflecting the blazing sunset. The entire scene is drenched in rich, warm tones, casting long, soft shadows across the lush lawn, creating a powerful atmosphere of gorgeous tranquility and cinematic grandeur.",
+ "token_credit_reward": 10.4375,
+ "selected_reward": 10.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, low-angle drone shot gliding forward toward a magnificent mansion at golden hour, with a steady, deliberate rhythm. It mentions passing through meticulously manicured gardens with sculpted emerald hedges and vibrant flower pots, a low bright sun catching the eye, a horizontal streak of radiant gold and subtle blue light, long soft shadows on the lawn, and a warm, tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the mansion and garden elements, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across frames. The golden-hour lighting is present and contributes to mood, yet some frames exhibit mild exposure variation that prevents a higher-fidelity look. The sequence remains coherent and stable, with no major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a low-angle, forward-moving drone-like perspective; a prominent mansion; golden-hour illumination; well-manicured gardens with sculpted hedges and colorful flowers; a visible sun and lens-flare-like effect; long shadows on the lawn; and a warm, tranquil atmosphere. Minor deviations exist in the exact sun position and the intensity of the lens flare, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: natural lighting, coherent spatial relationships between architectural features and landscaping, and consistent scale. There are a few small inconsistencies in lighting direction or shadow length across frames, which slightly reduce realism but do not break the overall coherence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 3.390625,
+ "MQ": 3.71875,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, low-angle drone shot gliding forward toward a magnificent mansion at golden hour, with a steady, deliberate rhythm. It mentions passing through meticulously manicured gardens with sculpted emerald hedges and vibrant flower pots, a low bright sun catching the eye, a horizontal streak of radiant gold and subtle blue light, long soft shadows on the lawn, and a warm, tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the mansion and garden elements, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across frames. The golden-hour lighting is present and contributes to mood, yet some frames exhibit mild exposure variation that prevents a higher-fidelity look. The sequence remains coherent and stable, with no major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a low-angle, forward-moving drone-like perspective; a prominent mansion; golden-hour illumination; well-manicured gardens with sculpted hedges and colorful flowers; a visible sun and lens-flare-like effect; long shadows on the lawn; and a warm, tranquil atmosphere. Minor deviations exist in the exact sun position and the intensity of the lens flare, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: natural lighting, coherent spatial relationships between architectural features and landscaping, and consistent scale. There are a few small inconsistencies in lighting direction or shadow length across frames, which slightly reduce realism but do not break the overall coherence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_1/index_tensor([3716, 3716])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_1/index_tensor([3716, 3716])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..86ce930b26e6926bdbec70f6d19ce6f16969f900
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_1/index_tensor([3716, 3716])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "high-angle drone camera slowly descends, passing through a precipitous, mist-shrouded mountain that resembles a fairyland, finally focusing on a massive, flat-topped stone pillar below. Atop this isolated peak, perched a massive, golden-scaled Chinese dragon. Its body is covered in thousands of interlocking golden scales, each one like finely crafted brass, reflecting a warm, rich metallic luster in the early morning sun. Some scales bear faint, ancient markings. Its long, serpentine body coils gracefully, its two slender golden whiskers swaying gently in the mountain air. As the camera steadily approaches, the dragon slowly and majestically raises its massive head. The movement is unhurried, imbued with an ancient, powerful force, the subtle undulations of its neck muscles. Its head is crowned by a pair of towering antlers, its deep amber eyes fully open from their half-sleep state, gazing upwards, their gaze seemingly piercing the clouds, gazing at the very edge of the sky. The entire image exudes a documentary-like, supremely realistic quality, with light filtering through the mist to create a soft Tyndall effect, casting a shadow across dragon scales and wet rocks, creating an atmosphere of solemnity, mystery, and awe, as if capturing the moment of a long-lost mythical creature awakening in the real world.",
+ "seed": 15018,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_1/index_3716_seed_15018_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 3.328125,
+ "video_score2_overall": 9.25,
+ "avg": 9.28125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-angle drone camera slowly descends, passing through a precipitous, mist-shrouded mountain that resembles a fairyland, finally focusing on a massive, flat-topped stone pillar below. Atop this isolated peak, perched a massive, golden-scaled Chinese dragon. Its body is covered in thousands of interlocking golden scales, each one like finely crafted brass, reflecting a warm, rich metallic luster in the early morning sun. Some scales bear faint, ancient markings. Its long, serpentine body coils gracefully, its two slender golden whiskers swaying gently in the mountain air. As the camera steadily approaches, the dragon slowly and majestically raises its massive head. The movement is unhurried, imbued with an ancient, powerful force, the subtle undulations of its neck muscles. Its head is crowned by a pair of towering antlers, its deep amber eyes fully open from their half-sleep state, gazing upwards, their gaze seemingly piercing the clouds, gazing at the very edge of the sky. The entire image exudes a documentary-like, supremely realistic quality, with light filtering through the mist to create a soft Tyndall effect, casting a shadow across dragon scales and wet rocks, creating an atmosphere of solemnity, mystery, and awe, as if capturing the moment of a long-lost mythical creature awakening in the real world.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot descending over a misty mountain toward a massive golden-scaled Chinese dragon perched on a flat-topped stone pillar. The dragon features thousands of interlocking scales, a long serpentine body, two slender golden whiskers, a raised head with a pair of towering antlers, and deep amber eyes that appear to pierce the clouds. The scene aims for a documentary-like realism with light filtering through mist to create a soft atmospheric effect.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor artifacts that prevent a higher rating. The dragon remains recognizable with good texture on the scales, and lighting/contrast are generally stable, though some frames exhibit slight inconsistencies. The background mountains and mist are present but not consistently crisp throughout the sequence. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the major elements described: a high-angle descent, a misty mountain environment, a large golden-scaled dragon with prominent features, and a sense of scale and majesty. The dragon’s anatomy and the atmospheric lighting align well with the description. A few minor deviations exist (e.g., slight variations in exact scale count or eye state), but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and environmental integration are plausible, with coherent lighting and shadows. However, there are minor inconsistencies in motion dynamics and some interactions with the environment that prevent a higher score; overall, the scene remains believable within the fantasy context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.78125,
+ "MQ": 3.328125,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot descending over a misty mountain toward a massive golden-scaled Chinese dragon perched on a flat-topped stone pillar. The dragon features thousands of interlocking scales, a long serpentine body, two slender golden whiskers, a raised head with a pair of towering antlers, and deep amber eyes that appear to pierce the clouds. The scene aims for a documentary-like realism with light filtering through mist to create a soft atmospheric effect.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor artifacts that prevent a higher rating. The dragon remains recognizable with good texture on the scales, and lighting/contrast are generally stable, though some frames exhibit slight inconsistencies. The background mountains and mist are present but not consistently crisp throughout the sequence. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the major elements described: a high-angle descent, a misty mountain environment, a large golden-scaled dragon with prominent features, and a sense of scale and majesty. The dragon’s anatomy and the atmospheric lighting align well with the description. A few minor deviations exist (e.g., slight variations in exact scale count or eye state), but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and environmental integration are plausible, with coherent lighting and shadows. However, there are minor inconsistencies in motion dynamics and some interactions with the environment that prevent a higher score; overall, the scene remains believable within the fantasy context.\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 camera slowly descends, passing through a precipitous, mist-shrouded mountain that resembles a fairyland, finally focusing on a massive, flat-topped stone pillar below. Atop this isolated peak, perched a massive, golden-scaled Chinese dragon. Its body is covered in thousands of interlocking golden scales, each one like finely crafted brass, reflecting a warm, rich metallic luster in the early morning sun. Some scales bear faint, ancient markings. Its long, serpentine body coils gracefully, its two slender golden whiskers swaying gently in the mountain air. As the camera steadily approaches, the dragon slowly and majestically raises its massive head. The movement is unhurried, imbued with an ancient, powerful force, the subtle undulations of its neck muscles. Its head is crowned by a pair of towering antlers, its deep amber eyes fully open from their half-sleep state, gazing upwards, their gaze seemingly piercing the clouds, gazing at the very edge of the sky. The entire image exudes a documentary-like, supremely realistic quality, with light filtering through the mist to create a soft Tyndall effect, casting a shadow across dragon scales and wet rocks, creating an atmosphere of solemnity, mystery, and awe, as if capturing the moment of a long-lost mythical creature awakening in the real world.",
+ "seed": 15019,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_1/index_3716_seed_15019_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 2.71875,
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+ "video_score2_overall": 9.75,
+ "avg": 9.78125,
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+ "question": "high-angle drone camera slowly descends, passing through a precipitous, mist-shrouded mountain that resembles a fairyland, finally focusing on a massive, flat-topped stone pillar below. Atop this isolated peak, perched a massive, golden-scaled Chinese dragon. Its body is covered in thousands of interlocking golden scales, each one like finely crafted brass, reflecting a warm, rich metallic luster in the early morning sun. Some scales bear faint, ancient markings. Its long, serpentine body coils gracefully, its two slender golden whiskers swaying gently in the mountain air. As the camera steadily approaches, the dragon slowly and majestically raises its massive head. The movement is unhurried, imbued with an ancient, powerful force, the subtle undulations of its neck muscles. Its head is crowned by a pair of towering antlers, its deep amber eyes fully open from their half-sleep state, gazing upwards, their gaze seemingly piercing the clouds, gazing at the very edge of the sky. The entire image exudes a documentary-like, supremely realistic quality, with light filtering through the mist to create a soft Tyndall effect, casting a shadow across dragon scales and wet rocks, creating an atmosphere of solemnity, mystery, and awe, as if capturing the moment of a long-lost mythical creature awakening in the real world.",
+ "token_credit_reward": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot descending over a misty mountain toward a massive golden-scaled Chinese dragon perched atop a flat-topped stone pillar. The dragon features intricate details such as interlocking scales, a long serpentine body, two slender whiskers, and a head crowned with antlers, all rendered with a documentary-like realism and atmospheric lighting.\n\nVisual Quality Assessment:\nAcross the frames, the rendering shows solid detail in the dragon’s scales and textures, with convincing metallic reflections and a cohesive color palette. The background mountains and atmospheric haze contribute to depth and mood, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is strong but not flawless (4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—dragon presence, golden scales, mountain setting, and atmospheric lighting. Yet crucial aspects of the prompt are not realized: there is no evident drone descent, the dragon remains largely stationary rather than performing the described dynamic actions, and the specific emphasis on a flat-topped pillar is not clearly depicted. Alignment is moderate (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible scale relationships, lighting, and material properties, with no obvious physical contradictions. The dragon’s anatomy and environmental context feel coherent within the fantasy setting. The lack of motion does not introduce physical inconsistencies; it simply limits narrative progression. Overall, Physical Consistency is solid (4/5).\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 4\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 2.71875,
+ "MQ": 3.84375,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot descending over a misty mountain toward a massive golden-scaled Chinese dragon perched atop a flat-topped stone pillar. The dragon features intricate details such as interlocking scales, a long serpentine body, two slender whiskers, and a head crowned with antlers, all rendered with a documentary-like realism and atmospheric lighting.\n\nVisual Quality Assessment:\nAcross the frames, the rendering shows solid detail in the dragon’s scales and textures, with convincing metallic reflections and a cohesive color palette. The background mountains and atmospheric haze contribute to depth and mood, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is strong but not flawless (4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—dragon presence, golden scales, mountain setting, and atmospheric lighting. Yet crucial aspects of the prompt are not realized: there is no evident drone descent, the dragon remains largely stationary rather than performing the described dynamic actions, and the specific emphasis on a flat-topped pillar is not clearly depicted. Alignment is moderate (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible scale relationships, lighting, and material properties, with no obvious physical contradictions. The dragon’s anatomy and environmental context feel coherent within the fantasy setting. The lack of motion does not introduce physical inconsistencies; it simply limits narrative progression. Overall, Physical Consistency is solid (4/5).\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 4\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 15020,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_1/index_3716_seed_15020_dp_3_rank_6_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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot descending past a misty, fairyland-like mountain culminating in a massive flat-topped stone pillar. A massive golden-scaled Chinese dragon sits atop this peak, with intricate details about its scales, markings, and anatomy. The scene should convey a documentary-like realism with light filtering through mist and a sense of ancient, powerful presence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. The dragon rendering is reasonably detailed, though not consistently sharp across all frames. The background mist and lighting contribute to atmosphere, yet overall crispness and fine-grain detail remain average rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video includes a dragon and a misty setting, but key elements described in the prompt are not fully realized: there is no clearly visible high-angle drone descent, the massive flat-topped pillar is not prominently featured, and several specific prompt details (e.g., precise scale patterns, markings, and the exact moment of awakening) are underrepresented or ambiguous. The result captures some essence but misses important structural and descriptive specifics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and interaction with the environment appear plausible, with coherent lighting and atmospheric effects. However, minor inconsistencies in scale articulation and motion timing prevent a higher level of realism, keeping the overall depiction within a believable fantasy context.\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": 3.09375,
+ "TA": 2.5625,
+ "MQ": 3.078125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot descending past a misty, fairyland-like mountain culminating in a massive flat-topped stone pillar. A massive golden-scaled Chinese dragon sits atop this peak, with intricate details about its scales, markings, and anatomy. The scene should convey a documentary-like realism with light filtering through mist and a sense of ancient, powerful presence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. The dragon rendering is reasonably detailed, though not consistently sharp across all frames. The background mist and lighting contribute to atmosphere, yet overall crispness and fine-grain detail remain average rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video includes a dragon and a misty setting, but key elements described in the prompt are not fully realized: there is no clearly visible high-angle drone descent, the massive flat-topped pillar is not prominently featured, and several specific prompt details (e.g., precise scale patterns, markings, and the exact moment of awakening) are underrepresented or ambiguous. The result captures some essence but misses important structural and descriptive specifics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and interaction with the environment appear plausible, with coherent lighting and atmospheric effects. However, minor inconsistencies in scale articulation and motion timing prevent a higher level of realism, keeping the overall depiction within a believable fantasy context.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle drone camera slowly descends, passing through a precipitous, mist-shrouded mountain that resembles a fairyland, finally focusing on a massive, flat-topped stone pillar below. Atop this isolated peak, perched a massive, golden-scaled Chinese dragon. Its body is covered in thousands of interlocking golden scales, each one like finely crafted brass, reflecting a warm, rich metallic luster in the early morning sun. Some scales bear faint, ancient markings. Its long, serpentine body coils gracefully, its two slender golden whiskers swaying gently in the mountain air. As the camera steadily approaches, the dragon slowly and majestically raises its massive head. The movement is unhurried, imbued with an ancient, powerful force, the subtle undulations of its neck muscles. Its head is crowned by a pair of towering antlers, its deep amber eyes fully open from their half-sleep state, gazing upwards, their gaze seemingly piercing the clouds, gazing at the very edge of the sky. The entire image exudes a documentary-like, supremely realistic quality, with light filtering through the mist to create a soft Tyndall effect, casting a shadow across dragon scales and wet rocks, creating an atmosphere of solemnity, mystery, and awe, as if capturing the moment of a long-lost mythical creature awakening in the real world.",
+ "seed": 15021,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_1/index_3716_seed_15021_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": 3.640625,
+ "video_score2_ta": 3.0,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 10.5625,
+ "avg": 10.59375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle drone camera slowly descends, passing through a precipitous, mist-shrouded mountain that resembles a fairyland, finally focusing on a massive, flat-topped stone pillar below. Atop this isolated peak, perched a massive, golden-scaled Chinese dragon. Its body is covered in thousands of interlocking golden scales, each one like finely crafted brass, reflecting a warm, rich metallic luster in the early morning sun. Some scales bear faint, ancient markings. Its long, serpentine body coils gracefully, its two slender golden whiskers swaying gently in the mountain air. As the camera steadily approaches, the dragon slowly and majestically raises its massive head. The movement is unhurried, imbued with an ancient, powerful force, the subtle undulations of its neck muscles. Its head is crowned by a pair of towering antlers, its deep amber eyes fully open from their half-sleep state, gazing upwards, their gaze seemingly piercing the clouds, gazing at the very edge of the sky. The entire image exudes a documentary-like, supremely realistic quality, with light filtering through the mist to create a soft Tyndall effect, casting a shadow across dragon scales and wet rocks, creating an atmosphere of solemnity, mystery, and awe, as if capturing the moment of a long-lost mythical creature awakening in the real world.",
+ "token_credit_reward": 10.5625,
+ "selected_reward": 10.5625,
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+ "credit_map_shape": [
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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 descending past a misty, fairyland-like mountain culminating in a massive flat-topped pillar, atop which sits a golden-scaled Chinese dragon. The dragon features thousands of interlocking scales, a long serpentine body, two slender golden whiskers, a raised head with a pair of antlers, and deep amber eyes that pierce the clouds. The scene aims for a documentary-like realism with light filtering through mist to create a soft, ethereal atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the rendering shows solid detail in the dragon’s scales and the mountain textures, with atmospheric mist contributing depth. Lighting remains consistent and the overall composition is coherent. However, there are minor imperfections (subtle texture aliasing, occasional color grading inconsistencies, and slight motion blur during transitions) that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—dragon presence, golden scales, mountain setting, and misty ambiance. However, crucial aspects such as the exact camera trajectory (a slow descent from above), the precise focal point on the pillar, and the dynamic progression of the dragon’s head raise are not consistently realized throughout the sequence. The alignment is moderate rather than complete, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting, and material properties, with no obvious physics violations. Some minor inconsistencies in scale interactions or motion timing exist, but they do not undermine overall coherence. This supports a score of 3 for Physical/Common-sense Consistency.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.640625,
+ "TA": 3.0,
+ "MQ": 3.953125,
+ "Overall": 10.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle drone shot descending past a misty, fairyland-like mountain culminating in a massive flat-topped pillar, atop which sits a golden-scaled Chinese dragon. The dragon features thousands of interlocking scales, a long serpentine body, two slender golden whiskers, a raised head with a pair of antlers, and deep amber eyes that pierce the clouds. The scene aims for a documentary-like realism with light filtering through mist to create a soft, ethereal atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the rendering shows solid detail in the dragon’s scales and the mountain textures, with atmospheric mist contributing depth. Lighting remains consistent and the overall composition is coherent. However, there are minor imperfections (subtle texture aliasing, occasional color grading inconsistencies, and slight motion blur during transitions) that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—dragon presence, golden scales, mountain setting, and misty ambiance. However, crucial aspects such as the exact camera trajectory (a slow descent from above), the precise focal point on the pillar, and the dynamic progression of the dragon’s head raise are not consistently realized throughout the sequence. The alignment is moderate rather than complete, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting, and material properties, with no obvious physics violations. Some minor inconsistencies in scale interactions or motion timing exist, but they do not undermine overall coherence. This supports a score of 3 for Physical/Common-sense Consistency.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_10/index_tensor([5796, 5796])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_10/index_tensor([5796, 5796])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d607908fb2af9dd40580b36df85072883e08080f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_10/index_tensor([5796, 5796])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Viewed from a fixed, high-angle, top-down perspective, the camera remains static, capturing the scene with minimalist precision. Two identical black magnetic ovals sit motionless, inches apart, on a vast, perfectly smooth, non-reflective white surface. Each oval is a deep matte charcoal gray, with an even texture and perfectly symmetrical shapes, suggesting the density and heft of the material. The entire setting is bathed in bright, shadowless, diffuse light, creating a high-contrast, clinical environment. Propelled by an invisible magnetic force, the ovals break free from their stillness; the movement begins with a slow, deliberate gliding motion, then rapidly and smoothly transitions into an irresistible acceleration as they are drawn to each other. Their journey across the white expanse ends when they meet at the center with a sharp, satisfying click, seamlessly locking together into a single, larger, and completely stable connected unit, where they once again fall into absolute stillness. The entire event unfolds with quiet, focused precision, creating a serene and captivating atmosphere that highlights the elegant and unavoidable power of physics.",
+ "seed": 11061,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_10/index_5796_seed_11061_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.8125,
+ "video_score2_ta": 2.125,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.875,
+ "avg": 8.90625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Viewed from a fixed, high-angle, top-down perspective, the camera remains static, capturing the scene with minimalist precision. Two identical black magnetic ovals sit motionless, inches apart, on a vast, perfectly smooth, non-reflective white surface. Each oval is a deep matte charcoal gray, with an even texture and perfectly symmetrical shapes, suggesting the density and heft of the material. The entire setting is bathed in bright, shadowless, diffuse light, creating a high-contrast, clinical environment. Propelled by an invisible magnetic force, the ovals break free from their stillness; the movement begins with a slow, deliberate gliding motion, then rapidly and smoothly transitions into an irresistible acceleration as they are drawn to each other. Their journey across the white expanse ends when they meet at the center with a sharp, satisfying click, seamlessly locking together into a single, larger, and completely stable connected unit, where they once again fall into absolute stillness. The entire event unfolds with quiet, focused precision, creating a serene and captivating atmosphere that highlights the elegant and unavoidable power of physics.",
+ "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 top-down view of two identical black oval objects on a vast, smooth white surface, with a sequence of motion driven by an invisible force causing the objects to glide, accelerate, and merge at the center before settling into stillness. The video, however, presents a static scene with no observable propulsion or interaction between the objects, resulting in a mismatch between the described dynamic and what is shown.\n\nVisual Quality Analysis:\nThe visuals are clean and well-lit, with clear rendering of the objects and a consistent white background. The frames are stable and free of obvious artifacts, and lighting remains uniform. However, the sequence lacks the expected motion dynamics, making the overall visual impact moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThere is a notable misalignment between the prompt and the video content. The core elements—two black ovals, a top-down perspective, and a progression of motion culminating in a merge—are not realized. The video remains static, with no visible propulsion or interaction, indicating a low alignment score.\n\nPhysical/Common-sense Consistency:\nFrom a physics standpoint, the scene is plausible in terms of object placement and lighting, but the absence of any motion contradicts the implied physics of the prompt. The expected dynamic behavior (gliding, acceleration, and center merge) is not demonstrated, resulting in a moderate level of common-sense consistency.\n\nOverall assessment:\nThe video demonstrates solid technical rendering and lighting but fails to capture the intended dynamic narrative, yielding moderate Visual Quality, low Text-to-Video Alignment, and moderate Physical/Common-sense Consistency.\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": 3.8125,
+ "TA": 2.125,
+ "MQ": 2.96875,
+ "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 top-down view of two identical black oval objects on a vast, smooth white surface, with a sequence of motion driven by an invisible force causing the objects to glide, accelerate, and merge at the center before settling into stillness. The video, however, presents a static scene with no observable propulsion or interaction between the objects, resulting in a mismatch between the described dynamic and what is shown.\n\nVisual Quality Analysis:\nThe visuals are clean and well-lit, with clear rendering of the objects and a consistent white background. The frames are stable and free of obvious artifacts, and lighting remains uniform. However, the sequence lacks the expected motion dynamics, making the overall visual impact moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThere is a notable misalignment between the prompt and the video content. The core elements—two black ovals, a top-down perspective, and a progression of motion culminating in a merge—are not realized. The video remains static, with no visible propulsion or interaction, indicating a low alignment score.\n\nPhysical/Common-sense Consistency:\nFrom a physics standpoint, the scene is plausible in terms of object placement and lighting, but the absence of any motion contradicts the implied physics of the prompt. The expected dynamic behavior (gliding, acceleration, and center merge) is not demonstrated, resulting in a moderate level of common-sense consistency.\n\nOverall assessment:\nThe video demonstrates solid technical rendering and lighting but fails to capture the intended dynamic narrative, yielding moderate Visual Quality, low Text-to-Video Alignment, and moderate Physical/Common-sense Consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Viewed from a fixed, high-angle, top-down perspective, the camera remains static, capturing the scene with minimalist precision. Two identical black magnetic ovals sit motionless, inches apart, on a vast, perfectly smooth, non-reflective white surface. Each oval is a deep matte charcoal gray, with an even texture and perfectly symmetrical shapes, suggesting the density and heft of the material. The entire setting is bathed in bright, shadowless, diffuse light, creating a high-contrast, clinical environment. Propelled by an invisible magnetic force, the ovals break free from their stillness; the movement begins with a slow, deliberate gliding motion, then rapidly and smoothly transitions into an irresistible acceleration as they are drawn to each other. Their journey across the white expanse ends when they meet at the center with a sharp, satisfying click, seamlessly locking together into a single, larger, and completely stable connected unit, where they once again fall into absolute stillness. The entire event unfolds with quiet, focused precision, creating a serene and captivating atmosphere that highlights the elegant and unavoidable power of physics.",
+ "seed": 11062,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_10/index_5796_seed_11062_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.09375,
+ "video_score2_ta": 2.046875,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 8.0,
+ "avg": 8.03125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Viewed from a fixed, high-angle, top-down perspective, the camera remains static, capturing the scene with minimalist precision. Two identical black magnetic ovals sit motionless, inches apart, on a vast, perfectly smooth, non-reflective white surface. Each oval is a deep matte charcoal gray, with an even texture and perfectly symmetrical shapes, suggesting the density and heft of the material. The entire setting is bathed in bright, shadowless, diffuse light, creating a high-contrast, clinical environment. Propelled by an invisible magnetic force, the ovals break free from their stillness; the movement begins with a slow, deliberate gliding motion, then rapidly and smoothly transitions into an irresistible acceleration as they are drawn to each other. Their journey across the white expanse ends when they meet at the center with a sharp, satisfying click, seamlessly locking together into a single, larger, and completely stable connected unit, where they once again fall into absolute stillness. The entire event unfolds with quiet, focused precision, creating a serene and captivating atmosphere that highlights the elegant and unavoidable power of physics.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes two identical black circular objects on a white surface, viewed from a fixed high-angle top-down perspective, with a sequence of motion where they move apart under an invisible force, then collide and merge into a single larger unit. In the actual video, the visuals do not realize these dynamics: the objects remain largely static, there is no visible propulsion or collision, and the scene does not demonstrate the described kinetic progression. Overall, the alignment between the textual description and the visual content is weak.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are clean with decent resolution and consistent lighting. The objects are clearly defined against a white background, and there are no obvious distortions or artifacts. However, the sequence lacks dynamic motion and cinematic depth, resulting in only moderate visual impact. The overall visual quality is acceptable but not compelling.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and what is shown. The core elements—two moving, interacting objects and a top-down, high-angle view with a clear motion arc—are not realized. The video presents static shapes with little to no motion, indicating poor alignment with the intended narrative.\n\nPhysical/Common-sense Consistency:\nFrom a physics standpoint, the scene remains plausible: the objects rest on a flat surface with consistent lighting and no obvious physical contradictions. The lack of motion does not introduce any physical inconsistency; it simply fails to convey the described interaction, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "MQ": 2.890625,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "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 two identical black circular objects on a white surface, viewed from a fixed high-angle top-down perspective, with a sequence of motion where they move apart under an invisible force, then collide and merge into a single larger unit. In the actual video, the visuals do not realize these dynamics: the objects remain largely static, there is no visible propulsion or collision, and the scene does not demonstrate the described kinetic progression. Overall, the alignment between the textual description and the visual content is weak.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are clean with decent resolution and consistent lighting. The objects are clearly defined against a white background, and there are no obvious distortions or artifacts. However, the sequence lacks dynamic motion and cinematic depth, resulting in only moderate visual impact. The overall visual quality is acceptable but not compelling.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and what is shown. The core elements—two moving, interacting objects and a top-down, high-angle view with a clear motion arc—are not realized. The video presents static shapes with little to no motion, indicating poor alignment with the intended narrative.\n\nPhysical/Common-sense Consistency:\nFrom a physics standpoint, the scene remains plausible: the objects rest on a flat surface with consistent lighting and no obvious physical contradictions. The lack of motion does not introduce any physical inconsistency; it simply fails to convey the described interaction, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Viewed from a fixed, high-angle, top-down perspective, the camera remains static, capturing the scene with minimalist precision. Two identical black magnetic ovals sit motionless, inches apart, on a vast, perfectly smooth, non-reflective white surface. Each oval is a deep matte charcoal gray, with an even texture and perfectly symmetrical shapes, suggesting the density and heft of the material. The entire setting is bathed in bright, shadowless, diffuse light, creating a high-contrast, clinical environment. Propelled by an invisible magnetic force, the ovals break free from their stillness; the movement begins with a slow, deliberate gliding motion, then rapidly and smoothly transitions into an irresistible acceleration as they are drawn to each other. Their journey across the white expanse ends when they meet at the center with a sharp, satisfying click, seamlessly locking together into a single, larger, and completely stable connected unit, where they once again fall into absolute stillness. The entire event unfolds with quiet, focused precision, creating a serene and captivating atmosphere that highlights the elegant and unavoidable power of physics.",
+ "seed": 11063,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_10/index_5796_seed_11063_dp_21_rank_42_sample_2_slot_0.mp4",
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+ "video_score2_overall": 8.5625,
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+ "question": "Viewed from a fixed, high-angle, top-down perspective, the camera remains static, capturing the scene with minimalist precision. Two identical black magnetic ovals sit motionless, inches apart, on a vast, perfectly smooth, non-reflective white surface. Each oval is a deep matte charcoal gray, with an even texture and perfectly symmetrical shapes, suggesting the density and heft of the material. The entire setting is bathed in bright, shadowless, diffuse light, creating a high-contrast, clinical environment. Propelled by an invisible magnetic force, the ovals break free from their stillness; the movement begins with a slow, deliberate gliding motion, then rapidly and smoothly transitions into an irresistible acceleration as they are drawn to each other. Their journey across the white expanse ends when they meet at the center with a sharp, satisfying click, seamlessly locking together into a single, larger, and completely stable connected unit, where they once again fall into absolute stillness. The entire event unfolds with quiet, focused precision, creating a serene and captivating atmosphere that highlights the elegant and unavoidable power of physics.",
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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 top-down view of two identical black oval magnets on a smooth white surface, starting from a static state and progressing through a deliberate glide, increasing speed toward a central collision, and then merging into a single larger unit. In the actual video, the core elements (two dark ovals, white surface, top-down perspective) are present, but the dynamic sequence is not convincingly realized. The motion appears limited and does not clearly demonstrate the full glide, rapid acceleration, or the final merge described.\n\nVisual Quality Analysis:\nOverall, the visuals are acceptable but not outstanding. The frames maintain decent clarity and consistent lighting, with the white surface and the dark ovals clearly distinguishable. However, there are minor issues such as slight edge softness around the ovals and occasional subtle artifacts that prevent a higher-fidelity impression. The sequence remains coherent, but it does not exhibit exceptional visual polish.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt—top-down perspective, presence of two ovals, and a white surface. However, the essential dynamic progression is underrepresented: the ovals do not display a clear glide, rapid acceleration, or a definitive collision and merge. The alignment is moderate: some elements align with the description, while others are missing or understated.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the ovals appear to rest on a flat surface with reasonable spacing and orientation. There are no obvious violations of basic physics, though the lack of a convincing interaction sequence reduces the perceived realism of the intended dynamic event.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.234375,
+ "TA": 2.40625,
+ "MQ": 2.921875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a top-down view of two identical black oval magnets on a smooth white surface, starting from a static state and progressing through a deliberate glide, increasing speed toward a central collision, and then merging into a single larger unit. In the actual video, the core elements (two dark ovals, white surface, top-down perspective) are present, but the dynamic sequence is not convincingly realized. The motion appears limited and does not clearly demonstrate the full glide, rapid acceleration, or the final merge described.\n\nVisual Quality Analysis:\nOverall, the visuals are acceptable but not outstanding. The frames maintain decent clarity and consistent lighting, with the white surface and the dark ovals clearly distinguishable. However, there are minor issues such as slight edge softness around the ovals and occasional subtle artifacts that prevent a higher-fidelity impression. The sequence remains coherent, but it does not exhibit exceptional visual polish.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt—top-down perspective, presence of two ovals, and a white surface. However, the essential dynamic progression is underrepresented: the ovals do not display a clear glide, rapid acceleration, or a definitive collision and merge. The alignment is moderate: some elements align with the description, while others are missing or understated.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the ovals appear to rest on a flat surface with reasonable spacing and orientation. There are no obvious violations of basic physics, though the lack of a convincing interaction sequence reduces the perceived realism of the intended dynamic event.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 11064,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_10/index_5796_seed_11064_dp_21_rank_42_sample_3_slot_1.mp4",
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+ "video_score2_overall": 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. 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 top-down view of two identical black oval objects on a smooth white surface, with an initial static moment followed by an invisible-magnetic propulsion causing rapid acceleration toward each other, culminating in a central collision and a seamless merge into a single larger unit. In the actual video, the sequence does not realize these dramatic dynamics. The frames show near-static objects with minimal motion, and there is no convincing depiction of propulsion or a final merge. Overall, the alignment to the described narrative is weak.\n\nVisual Quality Analysis:\nThe visuals are clean and well-lit, with clear rendering of the ovals and the white surface. However, the overall motion is very limited, resulting in a flat, low-dynamic presentation. While there are no obvious artifacts, the lack of movement reduces the perceived visual impact and engagement. This yields a moderate level of visual quality rather than a strong one.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and what is shown. The video does not demonstrate the core elements—mysterious propulsion, rapid acceleration, a central collision, and a seamless merge into a single unit. The result is a largely static scene with minimal kinetic progression, indicating poor alignment with the intended narrative.\n\nPhysical/Common-sense Consistency:\nFrom a physics standpoint, the scene remains plausible: the objects rest on a surface with consistent lighting and no obvious physical contradictions. The absence of motion does not introduce any physical inconsistency; it simply fails to convey the described dynamic interaction. Overall, physical/common-sense consistency is acceptable but not leveraged to support the narrative.\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": {
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+ "TA": 2.09375,
+ "MQ": 3.015625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "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 top-down view of two identical black oval objects on a smooth white surface, with an initial static moment followed by an invisible-magnetic propulsion causing rapid acceleration toward each other, culminating in a central collision and a seamless merge into a single larger unit. In the actual video, the sequence does not realize these dramatic dynamics. The frames show near-static objects with minimal motion, and there is no convincing depiction of propulsion or a final merge. Overall, the alignment to the described narrative is weak.\n\nVisual Quality Analysis:\nThe visuals are clean and well-lit, with clear rendering of the ovals and the white surface. However, the overall motion is very limited, resulting in a flat, low-dynamic presentation. While there are no obvious artifacts, the lack of movement reduces the perceived visual impact and engagement. This yields a moderate level of visual quality rather than a strong one.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and what is shown. The video does not demonstrate the core elements—mysterious propulsion, rapid acceleration, a central collision, and a seamless merge into a single unit. The result is a largely static scene with minimal kinetic progression, indicating poor alignment with the intended narrative.\n\nPhysical/Common-sense Consistency:\nFrom a physics standpoint, the scene remains plausible: the objects rest on a surface with consistent lighting and no obvious physical contradictions. The absence of motion does not introduce any physical inconsistency; it simply fails to convey the described dynamic interaction. Overall, physical/common-sense consistency is acceptable but not leveraged to support the narrative.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_13/index_tensor([5343, 5343])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_13/index_tensor([5343, 5343])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..383ab7c473e965c864bfdf446a3a821266a472d9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_13/index_tensor([5343, 5343])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a scene steeped in Caravaggio's style of intense chiaroscuro, a single, slowly advancing shot, beginning from a slightly overhead medium shot, focuses on a rough, dark brown earthenware pot resting on an antique stove. The only visible light comes from the faint, simmering flame beneath, casting dramatic highlights on the pot's rounded sides, while the rest of the pot and the entire background are shrouded in deep, impenetrable shadow. As the camera steadily and deliberately moves forward, the image gradually passes over the pot's rim, gleaming with age, and penetrates deep within, where a thick, deep amber broth simmers gently over a gentle fire, only occasionally surfacing with a tiny bubble or two before bursting. A few bright red goji berries slowly swirl and float on the broth's surface, illuminated by the firelight below, their ruby-like translucence. Wisps of white steam curl upward from the surface, sharply outlined by the light in the stagnant air, swirling and slowly dissipating. Finally, the camera stops at a close-up of the soup, and the entire picture presents a thick oil painting texture. The transition of light and shadow seems to be layers of stacked oil paint, full of classical, quiet and focused cooking ritual.",
+ "seed": 18917,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_13/index_5343_seed_18917_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 1.84375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 7.75,
+ "avg": 7.75,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a scene steeped in Caravaggio's style of intense chiaroscuro, a single, slowly advancing shot, beginning from a slightly overhead medium shot, focuses on a rough, dark brown earthenware pot resting on an antique stove. The only visible light comes from the faint, simmering flame beneath, casting dramatic highlights on the pot's rounded sides, while the rest of the pot and the entire background are shrouded in deep, impenetrable shadow. As the camera steadily and deliberately moves forward, the image gradually passes over the pot's rim, gleaming with age, and penetrates deep within, where a thick, deep amber broth simmers gently over a gentle fire, only occasionally surfacing with a tiny bubble or two before bursting. A few bright red goji berries slowly swirl and float on the broth's surface, illuminated by the firelight below, their ruby-like translucence. Wisps of white steam curl upward from the surface, sharply outlined by the light in the stagnant air, swirling and slowly dissipating. Finally, the camera stops at a close-up of the soup, and the entire picture presents a thick oil painting texture. The transition of light and shadow seems to be layers of stacked oil paint, full of classical, quiet and focused cooking ritual.",
+ "token_credit_reward": 7.75,
+ "selected_reward": 7.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with Caravaggio-inspired chiaroscuro lighting, a single slow-advancing shot starting from a slightly overhead medium shot, focusing on a rough dark brown earthenware pot on an antique stove. The only visible light is the faint simmering flame beneath, casting dramatic highlights on the pot's rounded sides while the rest of the pot and background are shrouded in deep shadow. The camera should move steadily forward, passing over the pot's rim and revealing a thick deep amber broth that simmers over a gentle fire, occasionally surfacing with bubbles. Bright red goji berries should float on the surface, illuminated by the firelight, with wisps of white steam curling upward and the scene ending in a close-up of the soup with an oil-painting texture and layered light/shadow effects.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but essential details remain discernible. Steam and color cues are present, though fine textures may be subdued. Overall, the visual quality is acceptable and coherent, but not exceptional, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is depicted. The video does not convincingly reproduce the dramatic chiaroscuro lighting or the specific vessel and stove setup described. The goji berries appear as small red specks rather than clearly defined floating fruits, and the overall composition and lighting do not fully realize the intended artistic vision. The alignment is limited, reflecting a low-to-moderate correspondence to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: steam rises naturally, the liquid dynamics are believable, and object interactions follow expected physical principles. While some stylistic elements diverge from the prompt, the core physical relationships remain coherent, supporting a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 1.84375,
+ "MQ": 3.03125,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with Caravaggio-inspired chiaroscuro lighting, a single slow-advancing shot starting from a slightly overhead medium shot, focusing on a rough dark brown earthenware pot on an antique stove. The only visible light is the faint simmering flame beneath, casting dramatic highlights on the pot's rounded sides while the rest of the pot and background are shrouded in deep shadow. The camera should move steadily forward, passing over the pot's rim and revealing a thick deep amber broth that simmers over a gentle fire, occasionally surfacing with bubbles. Bright red goji berries should float on the surface, illuminated by the firelight, with wisps of white steam curling upward and the scene ending in a close-up of the soup with an oil-painting texture and layered light/shadow effects.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but essential details remain discernible. Steam and color cues are present, though fine textures may be subdued. Overall, the visual quality is acceptable and coherent, but not exceptional, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is depicted. The video does not convincingly reproduce the dramatic chiaroscuro lighting or the specific vessel and stove setup described. The goji berries appear as small red specks rather than clearly defined floating fruits, and the overall composition and lighting do not fully realize the intended artistic vision. The alignment is limited, reflecting a low-to-moderate correspondence to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: steam rises naturally, the liquid dynamics are believable, and object interactions follow expected physical principles. While some stylistic elements diverge from the prompt, the core physical relationships remain coherent, supporting a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a scene steeped in Caravaggio's style of intense chiaroscuro, a single, slowly advancing shot, beginning from a slightly overhead medium shot, focuses on a rough, dark brown earthenware pot resting on an antique stove. The only visible light comes from the faint, simmering flame beneath, casting dramatic highlights on the pot's rounded sides, while the rest of the pot and the entire background are shrouded in deep, impenetrable shadow. As the camera steadily and deliberately moves forward, the image gradually passes over the pot's rim, gleaming with age, and penetrates deep within, where a thick, deep amber broth simmers gently over a gentle fire, only occasionally surfacing with a tiny bubble or two before bursting. A few bright red goji berries slowly swirl and float on the broth's surface, illuminated by the firelight below, their ruby-like translucence. Wisps of white steam curl upward from the surface, sharply outlined by the light in the stagnant air, swirling and slowly dissipating. Finally, the camera stops at a close-up of the soup, and the entire picture presents a thick oil painting texture. The transition of light and shadow seems to be layers of stacked oil paint, full of classical, quiet and focused cooking ritual.",
+ "seed": 18918,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_13/index_5343_seed_18918_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
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+ "video_score2_vq": 3.671875,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 10.0,
+ "avg": 10.015625,
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+ "question": "In a scene steeped in Caravaggio's style of intense chiaroscuro, a single, slowly advancing shot, beginning from a slightly overhead medium shot, focuses on a rough, dark brown earthenware pot resting on an antique stove. The only visible light comes from the faint, simmering flame beneath, casting dramatic highlights on the pot's rounded sides, while the rest of the pot and the entire background are shrouded in deep, impenetrable shadow. As the camera steadily and deliberately moves forward, the image gradually passes over the pot's rim, gleaming with age, and penetrates deep within, where a thick, deep amber broth simmers gently over a gentle fire, only occasionally surfacing with a tiny bubble or two before bursting. A few bright red goji berries slowly swirl and float on the broth's surface, illuminated by the firelight below, their ruby-like translucence. Wisps of white steam curl upward from the surface, sharply outlined by the light in the stagnant air, swirling and slowly dissipating. Finally, the camera stops at a close-up of the soup, and the entire picture presents a thick oil painting texture. The transition of light and shadow seems to be layers of stacked oil paint, full of classical, quiet and focused cooking ritual.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with Caravaggio-inspired chiaroscuro lighting, a single slow-advancing shot starting from a slightly overhead medium shot, focusing on a rough dark brown earthenware pot on an antique stove. The only visible light is the faint simmering flame beneath, casting dramatic highlights on the pot's rounded sides while the rest of the pot and background are shrouded in deep shadow. The camera should move steadily forward, passing over the rim and revealing a thick amber broth with goji berries floating on the surface, wisps of steam curling upward, and a final close-up with an oil-painting texture. The transition of light and shadow is described as layers of stacked oil paint conveying a classical cooking ritual.\n\nVisual Quality Assessment:\nOverall, the video achieves solid visual quality. The frames maintain decent resolution and clarity, with convincing steam effects and a rich amber broth. The lighting provides good contrast between the lit pot and the darker surroundings, and the depth of field helps separate the subject from the background. There are no major distortions or artifacts, though some frames show slight softness and minor noise that prevent a perfect top-tier score. The sequence remains coherent and visually engaging, supporting a strong but not flawless presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several key elements such as the pot, the broth, and the presence of gohi berries, and it conveys a forward progression toward the pot. However, several critical aspects of the prompt are not realized: there is no clearly visible flame beneath, the lighting does not strongly evoke Caravaggio’s dramatic chiaroscuro, and the overall atmosphere feels more contemporary than a classical cooking ritual. The result is a partial match with notable gaps in mood and stylistic fidelity.\n\nPhysical Consistency (Common-sense):\nThe scene adheres to plausible physical behavior: steam rises naturally, the liquid dynamics appear believable, and object interactions follow expected physics. There are no obvious violations of common-sense constraints, and the sequence maintains coherent spatial relationships throughout. Overall, physical consistency is strong.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.671875,
+ "TA": 2.46875,
+ "MQ": 3.875,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with Caravaggio-inspired chiaroscuro lighting, a single slow-advancing shot starting from a slightly overhead medium shot, focusing on a rough dark brown earthenware pot on an antique stove. The only visible light is the faint simmering flame beneath, casting dramatic highlights on the pot's rounded sides while the rest of the pot and background are shrouded in deep shadow. The camera should move steadily forward, passing over the rim and revealing a thick amber broth with goji berries floating on the surface, wisps of steam curling upward, and a final close-up with an oil-painting texture. The transition of light and shadow is described as layers of stacked oil paint conveying a classical cooking ritual.\n\nVisual Quality Assessment:\nOverall, the video achieves solid visual quality. The frames maintain decent resolution and clarity, with convincing steam effects and a rich amber broth. The lighting provides good contrast between the lit pot and the darker surroundings, and the depth of field helps separate the subject from the background. There are no major distortions or artifacts, though some frames show slight softness and minor noise that prevent a perfect top-tier score. The sequence remains coherent and visually engaging, supporting a strong but not flawless presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several key elements such as the pot, the broth, and the presence of gohi berries, and it conveys a forward progression toward the pot. However, several critical aspects of the prompt are not realized: there is no clearly visible flame beneath, the lighting does not strongly evoke Caravaggio’s dramatic chiaroscuro, and the overall atmosphere feels more contemporary than a classical cooking ritual. The result is a partial match with notable gaps in mood and stylistic fidelity.\n\nPhysical Consistency (Common-sense):\nThe scene adheres to plausible physical behavior: steam rises naturally, the liquid dynamics appear believable, and object interactions follow expected physics. There are no obvious violations of common-sense constraints, and the sequence maintains coherent spatial relationships throughout. Overall, physical consistency is strong.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "In a scene steeped in Caravaggio's style of intense chiaroscuro, a single, slowly advancing shot, beginning from a slightly overhead medium shot, focuses on a rough, dark brown earthenware pot resting on an antique stove. The only visible light comes from the faint, simmering flame beneath, casting dramatic highlights on the pot's rounded sides, while the rest of the pot and the entire background are shrouded in deep, impenetrable shadow. As the camera steadily and deliberately moves forward, the image gradually passes over the pot's rim, gleaming with age, and penetrates deep within, where a thick, deep amber broth simmers gently over a gentle fire, only occasionally surfacing with a tiny bubble or two before bursting. A few bright red goji berries slowly swirl and float on the broth's surface, illuminated by the firelight below, their ruby-like translucence. Wisps of white steam curl upward from the surface, sharply outlined by the light in the stagnant air, swirling and slowly dissipating. Finally, the camera stops at a close-up of the soup, and the entire picture presents a thick oil painting texture. The transition of light and shadow seems to be layers of stacked oil paint, full of classical, quiet and focused cooking ritual.",
+ "seed": 18919,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_13/index_5343_seed_18919_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.40625,
+ "video_score2_ta": 2.390625,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.0,
+ "avg": 8.984375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a scene steeped in Caravaggio's style of intense chiaroscuro, a single, slowly advancing shot, beginning from a slightly overhead medium shot, focuses on a rough, dark brown earthenware pot resting on an antique stove. The only visible light comes from the faint, simmering flame beneath, casting dramatic highlights on the pot's rounded sides, while the rest of the pot and the entire background are shrouded in deep, impenetrable shadow. As the camera steadily and deliberately moves forward, the image gradually passes over the pot's rim, gleaming with age, and penetrates deep within, where a thick, deep amber broth simmers gently over a gentle fire, only occasionally surfacing with a tiny bubble or two before bursting. A few bright red goji berries slowly swirl and float on the broth's surface, illuminated by the firelight below, their ruby-like translucence. Wisps of white steam curl upward from the surface, sharply outlined by the light in the stagnant air, swirling and slowly dissipating. Finally, the camera stops at a close-up of the soup, and the entire picture presents a thick oil painting texture. The transition of light and shadow seems to be layers of stacked oil paint, full of classical, quiet and focused cooking ritual.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with Caravaggio-style lighting (intense chiaroscuro), a single slowly advancing shot starting from a slightly overhead medium shot, focusing on a rough dark brown earthenware pot on an antique stove. The only visible light is from a faint simmering flame beneath, casting dramatic highlights on the pot's rounded sides while the rest of the pot and background are shrouded in deep shadow. The camera should move steadily forward, passing over the rim and revealing a thick, deep amber broth that simmers over a gentle fire, occasionally surfacing with bubbles. Bright red goji berries should float on the surface, illuminated by the firelight, with wisps of white steam curling upward and the scene ending in a close-up of the soup with an oil-painting texture and layered light/shadow effects.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the pot, broth, and goji berries, with natural color rendering and convincing steam effects. However, there are occasional minor softness and slight inconsistencies in lighting transitions between frames, preventing a higher-fidelity impression. No major artifacts are evident, but the overall polish does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the earthenware pot, the amber broth, and the presence of goji berries, and it includes some steam and forward movement. However, several critical aspects of the prompt are not convincingly realized: the dramatic chiaroscuro lighting and the specific emphasis on the faint flame beneath are underrepresented, and the sequence does not consistently convey the described progression from overhead view to close-up with the same intensity. Overall, the alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking dynamics: the pot sits on a surface, steam rises naturally, and the liquid behavior appears believable. There are no glaring physical contradictions, though some lighting cues and motion pacing do not fully align with the described dramatic setup, resulting in a coherent but not exceptional level of common-sense realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.390625,
+ "MQ": 3.1875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with Caravaggio-style lighting (intense chiaroscuro), a single slowly advancing shot starting from a slightly overhead medium shot, focusing on a rough dark brown earthenware pot on an antique stove. The only visible light is from a faint simmering flame beneath, casting dramatic highlights on the pot's rounded sides while the rest of the pot and background are shrouded in deep shadow. The camera should move steadily forward, passing over the rim and revealing a thick, deep amber broth that simmers over a gentle fire, occasionally surfacing with bubbles. Bright red goji berries should float on the surface, illuminated by the firelight, with wisps of white steam curling upward and the scene ending in a close-up of the soup with an oil-painting texture and layered light/shadow effects.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the pot, broth, and goji berries, with natural color rendering and convincing steam effects. However, there are occasional minor softness and slight inconsistencies in lighting transitions between frames, preventing a higher-fidelity impression. No major artifacts are evident, but the overall polish does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the earthenware pot, the amber broth, and the presence of goji berries, and it includes some steam and forward movement. However, several critical aspects of the prompt are not convincingly realized: the dramatic chiaroscuro lighting and the specific emphasis on the faint flame beneath are underrepresented, and the sequence does not consistently convey the described progression from overhead view to close-up with the same intensity. Overall, the alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking dynamics: the pot sits on a surface, steam rises naturally, and the liquid behavior appears believable. There are no glaring physical contradictions, though some lighting cues and motion pacing do not fully align with the described dramatic setup, resulting in a coherent but not exceptional level of common-sense realism.\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": 18920,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_13/index_5343_seed_18920_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_ta": 2.296875,
+ "video_score2_mq": 3.921875,
+ "video_score2_overall": 9.8125,
+ "avg": 9.8125,
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+ "question": "In a scene steeped in Caravaggio's style of intense chiaroscuro, a single, slowly advancing shot, beginning from a slightly overhead medium shot, focuses on a rough, dark brown earthenware pot resting on an antique stove. The only visible light comes from the faint, simmering flame beneath, casting dramatic highlights on the pot's rounded sides, while the rest of the pot and the entire background are shrouded in deep, impenetrable shadow. As the camera steadily and deliberately moves forward, the image gradually passes over the pot's rim, gleaming with age, and penetrates deep within, where a thick, deep amber broth simmers gently over a gentle fire, only occasionally surfacing with a tiny bubble or two before bursting. A few bright red goji berries slowly swirl and float on the broth's surface, illuminated by the firelight below, their ruby-like translucence. Wisps of white steam curl upward from the surface, sharply outlined by the light in the stagnant air, swirling and slowly dissipating. Finally, the camera stops at a close-up of the soup, and the entire picture presents a thick oil painting texture. The transition of light and shadow seems to be layers of stacked oil paint, full of classical, quiet and focused cooking ritual.",
+ "token_credit_reward": 9.8125,
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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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with Caravaggio-inspired chiaroscuro lighting, a single slow-advancing shot starting from a slightly overhead medium shot, focusing on a rough dark brown earthenware pot on an antique stove. The only visible light is the faint simmering flame beneath, casting dramatic highlights on the pot's rounded sides, while the rest of the pot and background are shrouded in deep shadow. The camera should move steadily forward, passing over the rim and revealing a thick, deep amber broth that simmers over a gentle fire, occasionally surfacing with small bubbles. Bright red goji berries should drift on the surface, illuminated by the firelight, with wisps of white steam curling upward and the scene ending in a close-up of the soup with an oil-painting texture and layered light/shadow effects.\n\nVisual Quality Assessment:\nOverall, the video achieves solid visual quality (score 4). The frames show decent resolution and clear rendering of the pot, broth, and steam. Lighting is consistent and the color palette remains warm and cohesive. There are no major distortions or artifacts, though some frames exhibit mild softness and occasional minor noise, which prevents a perfect top-tier score. The sequence maintains stable framing and coherent color grading throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the pot, the amber broth, and the presence of steam, but several critical aspects are underrepresented or missing. The dramatic chiaroscuro lighting and the specific emphasis on the flame-driven highlights described in the prompt are not convincingly realized, and the gohi berries are not clearly depicted. The overall atmosphere and the intended artistic depth are only partially achieved, resulting in a mid-range alignment rather than a strong one.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is strong (score 4). The scene adheres to plausible cooking dynamics: the pot sits on a stove, steam rises naturally, and the liquid behavior aligns with expected physics. Lighting and shadows are coherent with the scene, and there are no obvious violations of common-sense expectations. The depiction remains physically credible despite some artistic stylization.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.59375,
+ "TA": 2.296875,
+ "MQ": 3.921875,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with Caravaggio-inspired chiaroscuro lighting, a single slow-advancing shot starting from a slightly overhead medium shot, focusing on a rough dark brown earthenware pot on an antique stove. The only visible light is the faint simmering flame beneath, casting dramatic highlights on the pot's rounded sides, while the rest of the pot and background are shrouded in deep shadow. The camera should move steadily forward, passing over the rim and revealing a thick, deep amber broth that simmers over a gentle fire, occasionally surfacing with small bubbles. Bright red goji berries should drift on the surface, illuminated by the firelight, with wisps of white steam curling upward and the scene ending in a close-up of the soup with an oil-painting texture and layered light/shadow effects.\n\nVisual Quality Assessment:\nOverall, the video achieves solid visual quality (score 4). The frames show decent resolution and clear rendering of the pot, broth, and steam. Lighting is consistent and the color palette remains warm and cohesive. There are no major distortions or artifacts, though some frames exhibit mild softness and occasional minor noise, which prevents a perfect top-tier score. The sequence maintains stable framing and coherent color grading throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the pot, the amber broth, and the presence of steam, but several critical aspects are underrepresented or missing. The dramatic chiaroscuro lighting and the specific emphasis on the flame-driven highlights described in the prompt are not convincingly realized, and the gohi berries are not clearly depicted. The overall atmosphere and the intended artistic depth are only partially achieved, resulting in a mid-range alignment rather than a strong one.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is strong (score 4). The scene adheres to plausible cooking dynamics: the pot sits on a stove, steam rises naturally, and the liquid behavior aligns with expected physics. Lighting and shadows are coherent with the scene, and there are no obvious violations of common-sense expectations. The depiction remains physically credible despite some artistic stylization.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_14/index_tensor([8220, 8220])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_14/index_tensor([8220, 8220])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f834560895d2d78022be8900b4e08acf59196d9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_14/index_tensor([8220, 8220])_group_14_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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle...\" and specifies details about two people on a tandem bicycle, including clothing, hair colors, pedaling motion, and the overall aesthetic (sunny day, golden hour lighting, nostalgic feel).\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, particularly in the background, which contributes to a dreamy look but reduces sharpness. Lighting remains warm and consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, though the overall crispness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents an eye-level tracking shot, a vintage tandem bicycle, two riders, and the described attire and hair colors. The scene conveys a sunny, golden-hour ambiance and a nostalgic mood. The main caveat is that the pedaling dynamics are not clearly demonstrated in the static frames, but this does not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the bicycle structure looks sound, rider positions appear natural, and lighting/shadows align with the environment. However, minor inconsistencies in motion cues or perspective prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.34375,
+ "TA": 3.71875,
+ "MQ": 3.34375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle...\" and specifies details about two people on a tandem bicycle, including clothing, hair colors, pedaling motion, and the overall aesthetic (sunny day, golden hour lighting, nostalgic feel).\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, particularly in the background, which contributes to a dreamy look but reduces sharpness. Lighting remains warm and consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, though the overall crispness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents an eye-level tracking shot, a vintage tandem bicycle, two riders, and the described attire and hair colors. The scene conveys a sunny, golden-hour ambiance and a nostalgic mood. The main caveat is that the pedaling dynamics are not clearly demonstrated in the static frames, but this does not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the bicycle structure looks sound, rider positions appear natural, and lighting/shadows align with the environment. However, minor inconsistencies in motion cues or perspective prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle, capturing its steady progress along a sunny country road. On the front seat, a young man with shaggy brown hair, dressed in a simple cream linen shirt, grips the handlebars with ease. Behind him, a young woman with long, honey-blond hair that flutters gently in the breeze, wears a light, flowing sundress with a subtle floral pattern. They pedal in a gentle, slightly unsynchronized rhythm; his legs push down in a steady, leading rhythm, while hers lag a fraction of a second behind, creating a delicate, swaying harmony in their shared, deliberate movement. The bicycle itself, painted a faded sky blue, gleams. The background is framed by a canopy of lush, leafy trees and the soft, blurred gravel path beneath them. The entire scene is bathed in a warm, soft golden hour light, casting long, soft shadows through the trees, creating a dreamy, hazy effect. The color palette is of soft, slightly faded tones, enhancing the atmosphere of nostalgia and tranquility as the moment lingers, focusing purely on the quiet, rhythmic beauty of their shared movement.",
+ "seed": 17505,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_14/index_8220_seed_17505_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.546875,
+ "video_score2_ta": 3.625,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 10.5,
+ "avg": 10.484375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle, capturing its steady progress along a sunny country road. On the front seat, a young man with shaggy brown hair, dressed in a simple cream linen shirt, grips the handlebars with ease. Behind him, a young woman with long, honey-blond hair that flutters gently in the breeze, wears a light, flowing sundress with a subtle floral pattern. They pedal in a gentle, slightly unsynchronized rhythm; his legs push down in a steady, leading rhythm, while hers lag a fraction of a second behind, creating a delicate, swaying harmony in their shared, deliberate movement. The bicycle itself, painted a faded sky blue, gleams. The background is framed by a canopy of lush, leafy trees and the soft, blurred gravel path beneath them. The entire scene is bathed in a warm, soft golden hour light, casting long, soft shadows through the trees, creating a dreamy, hazy effect. The color palette is of soft, slightly faded tones, enhancing the atmosphere of nostalgia and tranquility as the moment lingers, focusing purely on the quiet, rhythmic beauty of their shared movement.",
+ "token_credit_reward": 10.5,
+ "selected_reward": 10.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes: \"An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle, capturing its steady progress along a sunny country road. On the front seat, a young man with shaggy brown hair, dressed in a simple cream linen shirt, grips the handlebars with ease. Behind him, a young woman with long, honey-blond hair that flutters gently in the breeze, wears a light, flowing sundress with a subtle floral pattern. They pedal in a gentle, slightly unsynchronized rhythm; his legs push down in a steady, leading rhythm, while hers lag a fraction of a second behind, creating a delicate, swaying harmony in their shared, deliberate movement. The bicycle itself, painted a faded sky blue, gleams. The background is framed by a canopy of lush, leafy trees and the soft, blurred gravel path beneath them. The entire scene is bathed in a warm, soft golden hour light, casting long, soft shadows through the trees, creating a dreamy, hazy effect. The color palette is of soft, slightly faded tones, enhancing the atmosphere of nostalgia and tranquility as the moment lingers, focusing purely on the quiet, rhythmic beauty of their shared movement\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subjects, but there are occasional minor artifacts and slight softness in some frames. The lighting remains warm and consistent, and the depth-of-field effect is present, though not flawless. Color grading is cohesive with a soft, slightly desaturated palette, contributing to a nostalgic mood. Transitions between frames are generally smooth, with no major distortions or abrupt changes. In sum, the visuals are acceptable and coherent, but do not reach high-end quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described: a vintage tandem bicycle, two riders on a sunny country road, the man with shaggy brown hair in a cream shirt, the woman with long blonde hair in a light sundress, and the gentle pedaling motion. The camera angle appears to be at eye level and follows the action smoothly. The scene conveys the intended mood—sunny day, golden-hour lighting, and a dreamy atmosphere. Some very specific details (e.g., exact shade of the bicycle, precise timing of pedal movements) may vary, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions, natural pedaling dynamics, and believable interaction with the bicycle. Lighting and shadows align with the sun position, and the environment (trees, path) supports the narrative. There are no glaring physics violations, though minor inconsistencies in fine-grained motion or perspective may appear across frames, preventing a perfect score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 3.625,
+ "MQ": 3.3125,
+ "Overall": 10.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes: \"An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle, capturing its steady progress along a sunny country road. On the front seat, a young man with shaggy brown hair, dressed in a simple cream linen shirt, grips the handlebars with ease. Behind him, a young woman with long, honey-blond hair that flutters gently in the breeze, wears a light, flowing sundress with a subtle floral pattern. They pedal in a gentle, slightly unsynchronized rhythm; his legs push down in a steady, leading rhythm, while hers lag a fraction of a second behind, creating a delicate, swaying harmony in their shared, deliberate movement. The bicycle itself, painted a faded sky blue, gleams. The background is framed by a canopy of lush, leafy trees and the soft, blurred gravel path beneath them. The entire scene is bathed in a warm, soft golden hour light, casting long, soft shadows through the trees, creating a dreamy, hazy effect. The color palette is of soft, slightly faded tones, enhancing the atmosphere of nostalgia and tranquility as the moment lingers, focusing purely on the quiet, rhythmic beauty of their shared movement\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subjects, but there are occasional minor artifacts and slight softness in some frames. The lighting remains warm and consistent, and the depth-of-field effect is present, though not flawless. Color grading is cohesive with a soft, slightly desaturated palette, contributing to a nostalgic mood. Transitions between frames are generally smooth, with no major distortions or abrupt changes. In sum, the visuals are acceptable and coherent, but do not reach high-end quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described: a vintage tandem bicycle, two riders on a sunny country road, the man with shaggy brown hair in a cream shirt, the woman with long blonde hair in a light sundress, and the gentle pedaling motion. The camera angle appears to be at eye level and follows the action smoothly. The scene conveys the intended mood—sunny day, golden-hour lighting, and a dreamy atmosphere. Some very specific details (e.g., exact shade of the bicycle, precise timing of pedal movements) may vary, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions, natural pedaling dynamics, and believable interaction with the bicycle. Lighting and shadows align with the sun position, and the environment (trees, path) supports the narrative. There are no glaring physics violations, though minor inconsistencies in fine-grained motion or perspective may appear across frames, preventing a perfect score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle, capturing its steady progress along a sunny country road. On the front seat, a young man with shaggy brown hair, dressed in a simple cream linen shirt, grips the handlebars with ease. Behind him, a young woman with long, honey-blond hair that flutters gently in the breeze, wears a light, flowing sundress with a subtle floral pattern. They pedal in a gentle, slightly unsynchronized rhythm; his legs push down in a steady, leading rhythm, while hers lag a fraction of a second behind, creating a delicate, swaying harmony in their shared, deliberate movement. The bicycle itself, painted a faded sky blue, gleams. The background is framed by a canopy of lush, leafy trees and the soft, blurred gravel path beneath them. The entire scene is bathed in a warm, soft golden hour light, casting long, soft shadows through the trees, creating a dreamy, hazy effect. The color palette is of soft, slightly faded tones, enhancing the atmosphere of nostalgia and tranquility as the moment lingers, focusing purely on the quiet, rhythmic beauty of their shared movement.",
+ "seed": 17506,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_14/index_8220_seed_17506_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.6875,
+ "avg": 9.703125,
+ "reward_records": [
+ {
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+ "question": "An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle, capturing its steady progress along a sunny country road. On the front seat, a young man with shaggy brown hair, dressed in a simple cream linen shirt, grips the handlebars with ease. Behind him, a young woman with long, honey-blond hair that flutters gently in the breeze, wears a light, flowing sundress with a subtle floral pattern. They pedal in a gentle, slightly unsynchronized rhythm; his legs push down in a steady, leading rhythm, while hers lag a fraction of a second behind, creating a delicate, swaying harmony in their shared, deliberate movement. The bicycle itself, painted a faded sky blue, gleams. The background is framed by a canopy of lush, leafy trees and the soft, blurred gravel path beneath them. The entire scene is bathed in a warm, soft golden hour light, casting long, soft shadows through the trees, creating a dreamy, hazy effect. The color palette is of soft, slightly faded tones, enhancing the atmosphere of nostalgia and tranquility as the moment lingers, focusing purely on the quiet, rhythmic beauty of their shared movement.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle...\" and specifies two riders (a young man with shaggy brown hair in a cream shirt on the front seat, and a young woman with long honey-blond hair in a light sundress with a subtle floral pattern) pedaling in a gentle, slightly unsynchronized rhythm. The scene should feature a vintage sky-blue bicycle, a sunny country road, and a warm golden-hour mood with long shadows and a dreamy atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background, which reduces fine detail. The lighting remains warm and consistent, contributing to the golden-hour look, and there are no major distortions or abrupt frame-to-frame changes. The depth-of-field effect appears intentional, though it slightly compromises sharpness. In sum, the visuals convey the intended mood and setting, but do not achieve high-fidelity clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a vintage tandem bicycle, two riders, a front-seat male with shaggy hair in a cream shirt, a back-seat female with long blonde hair in a light sundress, and a gentle pedaling rhythm. The sky-blue bicycle, sunny rural road, and warm lighting align with the description, and the tracking shot follows the motion smoothly. Minor deviations exist in exact hand positioning and the precise degree of pedaling synchronization, but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the riders’ posture and pedaling appear believable, and the bicycle’s motion matches the expected dynamics of a tandem. There are small inconsistencies in hand placement and the timing of pedal movements relative to each other, which slightly reduce realism but do not break the overall coherence of the scene.\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": 2.90625,
+ "TA": 3.53125,
+ "MQ": 3.265625,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle...\" and specifies two riders (a young man with shaggy brown hair in a cream shirt on the front seat, and a young woman with long honey-blond hair in a light sundress with a subtle floral pattern) pedaling in a gentle, slightly unsynchronized rhythm. The scene should feature a vintage sky-blue bicycle, a sunny country road, and a warm golden-hour mood with long shadows and a dreamy atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background, which reduces fine detail. The lighting remains warm and consistent, contributing to the golden-hour look, and there are no major distortions or abrupt frame-to-frame changes. The depth-of-field effect appears intentional, though it slightly compromises sharpness. In sum, the visuals convey the intended mood and setting, but do not achieve high-fidelity clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a vintage tandem bicycle, two riders, a front-seat male with shaggy hair in a cream shirt, a back-seat female with long blonde hair in a light sundress, and a gentle pedaling rhythm. The sky-blue bicycle, sunny rural road, and warm lighting align with the description, and the tracking shot follows the motion smoothly. Minor deviations exist in exact hand positioning and the precise degree of pedaling synchronization, but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the riders’ posture and pedaling appear believable, and the bicycle’s motion matches the expected dynamics of a tandem. There are small inconsistencies in hand placement and the timing of pedal movements relative to each other, which slightly reduce realism but do not break the overall coherence of the scene.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle, capturing its steady progress along a sunny country road. On the front seat, a young man with shaggy brown hair, dressed in a simple cream linen shirt, grips the handlebars with ease. Behind him, a young woman with long, honey-blond hair that flutters gently in the breeze, wears a light, flowing sundress with a subtle floral pattern. They pedal in a gentle, slightly unsynchronized rhythm; his legs push down in a steady, leading rhythm, while hers lag a fraction of a second behind, creating a delicate, swaying harmony in their shared, deliberate movement. The bicycle itself, painted a faded sky blue, gleams. The background is framed by a canopy of lush, leafy trees and the soft, blurred gravel path beneath them. The entire scene is bathed in a warm, soft golden hour light, casting long, soft shadows through the trees, creating a dreamy, hazy effect. The color palette is of soft, slightly faded tones, enhancing the atmosphere of nostalgia and tranquility as the moment lingers, focusing purely on the quiet, rhythmic beauty of their shared movement.",
+ "seed": 17507,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_14/index_8220_seed_17507_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An eye-level tracking shot moves smoothly alongside a vintage tandem bicycle, capturing its steady progress along a sunny country road. On the front seat, a young man with shaggy brown hair, dressed in a simple cream linen shirt, grips the handlebars with ease. Behind him, a young woman with long, honey-blond hair that flutters gently in the breeze, wears a light, flowing sundress with a subtle floral pattern. They pedal in a gentle, slightly unsynchronized rhythm; his legs push down in a steady, leading rhythm, while hers lag a fraction of a second behind, creating a delicate, swaying harmony in their shared, deliberate movement. The bicycle itself, painted a faded sky blue, gleams. The background is framed by a canopy of lush, leafy trees and the soft, blurred gravel path beneath them. The entire scene is bathed in a warm, soft golden hour light, casting long, soft shadows through the trees, creating a dreamy, hazy effect. The color palette is of soft, slightly faded tones, enhancing the atmosphere of nostalgia and tranquility as the moment lingers, focusing purely on the quiet, rhythmic beauty of their shared movement.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an eye-level tracking shot of a vintage tandem bicycle with two riders: a young man with shaggy brown hair in a cream shirt on the front seat and a young woman with long, honey-blond hair in a light sundress with a subtle floral pattern on the back seat. They pedal in a gentle, slightly unsynchronized rhythm, with the man leading and the woman following a fraction of a second behind. The bicycle is painted a faded sky blue and gleams in warm, golden-hour lighting, with a canopy of trees and a soft, blurred gravel path. The scene aims for a dreamy, nostalgic atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, with warm, golden-hour lighting and a pleasant color palette. There is some mild softness and occasional minor artifacts, but no major distortions or instability. The sequence remains coherent across frames, though it does not reach high-fidelity sharpness throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a vintage tandem bicycle, two riders, the described attire, and the gentle pedaling motion. The camera work appears to be at eye level and follows the action smoothly. A few minor deviations exist (e.g., exact shade of the bicycle or the precise timing of pedal motion), but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the riders’ positions, the bicycle’s structure, and the lighting are coherent. However, there are small inconsistencies in motion dynamics and perspective that prevent a higher score, though nothing severely breaks realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 3.046875,
+ "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 an eye-level tracking shot of a vintage tandem bicycle with two riders: a young man with shaggy brown hair in a cream shirt on the front seat and a young woman with long, honey-blond hair in a light sundress with a subtle floral pattern on the back seat. They pedal in a gentle, slightly unsynchronized rhythm, with the man leading and the woman following a fraction of a second behind. The bicycle is painted a faded sky blue and gleams in warm, golden-hour lighting, with a canopy of trees and a soft, blurred gravel path. The scene aims for a dreamy, nostalgic atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, with warm, golden-hour lighting and a pleasant color palette. There is some mild softness and occasional minor artifacts, but no major distortions or instability. The sequence remains coherent across frames, though it does not reach high-fidelity sharpness throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a vintage tandem bicycle, two riders, the described attire, and the gentle pedaling motion. The camera work appears to be at eye level and follows the action smoothly. A few minor deviations exist (e.g., exact shade of the bicycle or the precise timing of pedal motion), but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the riders’ positions, the bicycle’s structure, and the lighting are coherent. However, there are small inconsistencies in motion dynamics and perspective that prevent a higher score, though nothing severely breaks realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_2/index_tensor([1610, 1610])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_2/index_tensor([1610, 1610])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..783ab21f9f44bbf37c2aa83c9a2abf7cb8e2971b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_2/index_tensor([1610, 1610])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, eye-level close-up captures a woman with long, wavy, dark hair elegantly pulled back from her face, revealing delicate features and clear skin. She sits at a modern dressing table, clad in a dusty rose silk robe. The scene is bathed in a soft, warm, and captivating light from a large, round, backlit mirror, which casts a gentle glow on her skin and smoothes out harsh shadows. Concentrated, she carefully taps a small amount of pearlescent white cream along the delicate contour below her right eye with her right ring finger, her movements precise and delicate. After completing her application, she gracefully and deliberately lowers her hand, her calm expression softening. Then, her gaze shifts downward, as she steadily and deliberately picks up a makeup brush with a sleek black handle and soft, dense bristles plucked from the pristine marble countertop. Refocusing her attention, she sweeps the brush across her cheekbones in smooth, controlled arcs, applying subtle makeup, completing a quiet, intimate ritual in an atmosphere of focused tranquility.",
+ "seed": 9046,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_2/index_1610_seed_9046_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 2.546875,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.6875,
+ "avg": 8.703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level close-up captures a woman with long, wavy, dark hair elegantly pulled back from her face, revealing delicate features and clear skin. She sits at a modern dressing table, clad in a dusty rose silk robe. The scene is bathed in a soft, warm, and captivating light from a large, round, backlit mirror, which casts a gentle glow on her skin and smoothes out harsh shadows. Concentrated, she carefully taps a small amount of pearlescent white cream along the delicate contour below her right eye with her right ring finger, her movements precise and delicate. After completing her application, she gracefully and deliberately lowers her hand, her calm expression softening. Then, her gaze shifts downward, as she steadily and deliberately picks up a makeup brush with a sleek black handle and soft, dense bristles plucked from the pristine marble countertop. Refocusing her attention, she sweeps the brush across her cheekbones in smooth, controlled arcs, applying subtle makeup, completing a quiet, intimate ritual in an atmosphere of focused tranquility.",
+ "token_credit_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level close-up of a woman with long, wavy, dark hair elegantly pulled back from her face, sitting at a modern dressing table, wearing a dusty rose silk robe. The scene features a soft, warm, backlit mirror that creates a gentle glow on the skin and smooths shadows. The sequence includes tapping a small amount of pearlescent white cream along the delicate contour below the right eye with the right ring finger, followed by lowering the hand, then looking down while picking up a makeup brush with a sleek black handle and soft, dense bristles from a pristine marble countertop, and finally sweeping the brush across the cheekbones in smooth, controlled arcs.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clarity, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains generally stable and the subject is clearly visible, though some frames exhibit mild noise or compression artifacts. The sequence appears reasonably smooth, but the limited frame set may mask minor temporal fluctuations not evident in stills.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as the eye-level close-up, the presence of a makeup brush with a dark handle, and the general makeup-application context. However, several specific details described in the prompt are not clearly depicted: the hair styling is not clearly shown, the exact hand position and action of tapping cream are not clearly demonstrated, and the marble countertop is not distinctly visible. The overall mood and setting align with the intended atmosphere, but key procedural details are underrepresented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements appear plausible and the interaction between tools and face reads as believable, with no obvious anatomical distortions. Some minor timing or grip nuances may feel slightly off, but they do not break the sense of realism. Overall, the scene maintains coherent physical behavior without strong deviations.\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": 3.15625,
+ "TA": 2.546875,
+ "MQ": 3.0,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level close-up of a woman with long, wavy, dark hair elegantly pulled back from her face, sitting at a modern dressing table, wearing a dusty rose silk robe. The scene features a soft, warm, backlit mirror that creates a gentle glow on the skin and smooths shadows. The sequence includes tapping a small amount of pearlescent white cream along the delicate contour below the right eye with the right ring finger, followed by lowering the hand, then looking down while picking up a makeup brush with a sleek black handle and soft, dense bristles from a pristine marble countertop, and finally sweeping the brush across the cheekbones in smooth, controlled arcs.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clarity, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains generally stable and the subject is clearly visible, though some frames exhibit mild noise or compression artifacts. The sequence appears reasonably smooth, but the limited frame set may mask minor temporal fluctuations not evident in stills.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as the eye-level close-up, the presence of a makeup brush with a dark handle, and the general makeup-application context. However, several specific details described in the prompt are not clearly depicted: the hair styling is not clearly shown, the exact hand position and action of tapping cream are not clearly demonstrated, and the marble countertop is not distinctly visible. The overall mood and setting align with the intended atmosphere, but key procedural details are underrepresented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements appear plausible and the interaction between tools and face reads as believable, with no obvious anatomical distortions. Some minor timing or grip nuances may feel slightly off, but they do not break the sense of realism. Overall, the scene maintains coherent physical behavior without strong deviations.\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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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level close-up of a woman with long, wavy, dark hair elegantly pulled back from her face, sitting at a modern dressing table, wearing a dusty rose silk robe. The scene features a large, round, backlit mirror casting a soft, warm glow, and a sequence where she applies cream along the contour below her right eye with her right ring finger, then lowers her hand, gazes downward, and picks up a makeup brush with a sleek black handle to sweep across her cheekbones in smooth, controlled arcs.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable softness and some minor artifacts that reduce sharpness. The subject remains identifiable, and the background blur appears intentional, yet overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While several elements align (eye-level close-up, long dark hair, warm lighting, and the presence of a makeup tool), key aspects described in the prompt are not clearly depicted: the hair styling (elegantly pulled back) is not evident, and the specific makeup steps (cream application along the contour, lowering the hand, and the sweeping motion with a brush) are not clearly demonstrated. The result shows partial alignment rather than faithful replication.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interactions, with no obvious violations of physics or common sense. Minor ambiguities in hand positioning exist, but they do not undermine overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 2.375,
+ "MQ": 2.8125,
+ "Overall": 7.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level close-up of a woman with long, wavy, dark hair elegantly pulled back from her face, sitting at a modern dressing table, wearing a dusty rose silk robe. The scene features a large, round, backlit mirror casting a soft, warm glow, and a sequence where she applies cream along the contour below her right eye with her right ring finger, then lowers her hand, gazes downward, and picks up a makeup brush with a sleek black handle to sweep across her cheekbones in smooth, controlled arcs.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable softness and some minor artifacts that reduce sharpness. The subject remains identifiable, and the background blur appears intentional, yet overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While several elements align (eye-level close-up, long dark hair, warm lighting, and the presence of a makeup tool), key aspects described in the prompt are not clearly depicted: the hair styling (elegantly pulled back) is not evident, and the specific makeup steps (cream application along the contour, lowering the hand, and the sweeping motion with a brush) are not clearly demonstrated. The result shows partial alignment rather than faithful replication.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interactions, with no obvious violations of physics or common sense. Minor ambiguities in hand positioning exist, but they do not undermine overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level close-up captures a woman with long, wavy, dark hair elegantly pulled back from her face, revealing delicate features and clear skin. She sits at a modern dressing table, clad in a dusty rose silk robe. The scene is bathed in a soft, warm, and captivating light from a large, round, backlit mirror, which casts a gentle glow on her skin and smoothes out harsh shadows. Concentrated, she carefully taps a small amount of pearlescent white cream along the delicate contour below her right eye with her right ring finger, her movements precise and delicate. After completing her application, she gracefully and deliberately lowers her hand, her calm expression softening. Then, her gaze shifts downward, as she steadily and deliberately picks up a makeup brush with a sleek black handle and soft, dense bristles plucked from the pristine marble countertop. Refocusing her attention, she sweeps the brush across her cheekbones in smooth, controlled arcs, applying subtle makeup, completing a quiet, intimate ritual in an atmosphere of focused tranquility.",
+ "seed": 9048,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_2/index_1610_seed_9048_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.703125,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 8.6875,
+ "avg": 8.71875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level close-up captures a woman with long, wavy, dark hair elegantly pulled back from her face, revealing delicate features and clear skin. She sits at a modern dressing table, clad in a dusty rose silk robe. The scene is bathed in a soft, warm, and captivating light from a large, round, backlit mirror, which casts a gentle glow on her skin and smoothes out harsh shadows. Concentrated, she carefully taps a small amount of pearlescent white cream along the delicate contour below her right eye with her right ring finger, her movements precise and delicate. After completing her application, she gracefully and deliberately lowers her hand, her calm expression softening. Then, her gaze shifts downward, as she steadily and deliberately picks up a makeup brush with a sleek black handle and soft, dense bristles plucked from the pristine marble countertop. Refocusing her attention, she sweeps the brush across her cheekbones in smooth, controlled arcs, applying subtle makeup, completing a quiet, intimate ritual in an atmosphere of focused tranquility.",
+ "token_credit_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level close-up of a woman with long, wavy, dark hair elegantly pulled back, sitting at a modern dressing table wearing a dusty rose silk robe. The scene features a large, round, backlit mirror casting a soft, warm glow, with the woman applying makeup using a brush with a sleek black handle and soft, dense bristles. The overall mood is one of focused tranquility.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur around edges and background elements. There are occasional minor distortions or warping effects, particularly around the brush and hand, and slight inconsistencies in sharpness across frames. Lighting remains warm and consistent, contributing to a pleasant aesthetic, though it does not achieve high-fidelity detail throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a woman with long, dark hair pulled back, seated at a modern dressing table, wearing a dusty rose silk robe, and illuminated by a large, round, backlit mirror with warm lighting. The makeup application sequence is depicted, including the use of a brush with a dark handle and soft bristles, and the sweeping motion across the cheeks. Minor deviations exist in exact hand positioning and timing of the actions, but these do not significantly detract from the overall correspondence to the prompt.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human movement and object interaction, with the makeup brush behaving in a believable manner. However, there are occasional small inconsistencies in hand pose and brush dynamics that slightly reduce realism, though they do not break the overall coherence of the action.\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": 2.703125,
+ "TA": 2.875,
+ "MQ": 3.140625,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level close-up of a woman with long, wavy, dark hair elegantly pulled back, sitting at a modern dressing table wearing a dusty rose silk robe. The scene features a large, round, backlit mirror casting a soft, warm glow, with the woman applying makeup using a brush with a sleek black handle and soft, dense bristles. The overall mood is one of focused tranquility.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur around edges and background elements. There are occasional minor distortions or warping effects, particularly around the brush and hand, and slight inconsistencies in sharpness across frames. Lighting remains warm and consistent, contributing to a pleasant aesthetic, though it does not achieve high-fidelity detail throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a woman with long, dark hair pulled back, seated at a modern dressing table, wearing a dusty rose silk robe, and illuminated by a large, round, backlit mirror with warm lighting. The makeup application sequence is depicted, including the use of a brush with a dark handle and soft bristles, and the sweeping motion across the cheeks. Minor deviations exist in exact hand positioning and timing of the actions, but these do not significantly detract from the overall correspondence to the prompt.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human movement and object interaction, with the makeup brush behaving in a believable manner. However, there are occasional small inconsistencies in hand pose and brush dynamics that slightly reduce realism, though they do not break the overall coherence of the action.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level close-up captures a woman with long, wavy, dark hair elegantly pulled back from her face, revealing delicate features and clear skin. She sits at a modern dressing table, clad in a dusty rose silk robe. The scene is bathed in a soft, warm, and captivating light from a large, round, backlit mirror, which casts a gentle glow on her skin and smoothes out harsh shadows. Concentrated, she carefully taps a small amount of pearlescent white cream along the delicate contour below her right eye with her right ring finger, her movements precise and delicate. After completing her application, she gracefully and deliberately lowers her hand, her calm expression softening. Then, her gaze shifts downward, as she steadily and deliberately picks up a makeup brush with a sleek black handle and soft, dense bristles plucked from the pristine marble countertop. Refocusing her attention, she sweeps the brush across her cheekbones in smooth, controlled arcs, applying subtle makeup, completing a quiet, intimate ritual in an atmosphere of focused tranquility.",
+ "seed": 9049,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_2/index_1610_seed_9049_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.375,
+ "avg": 9.359375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level close-up captures a woman with long, wavy, dark hair elegantly pulled back from her face, revealing delicate features and clear skin. She sits at a modern dressing table, clad in a dusty rose silk robe. The scene is bathed in a soft, warm, and captivating light from a large, round, backlit mirror, which casts a gentle glow on her skin and smoothes out harsh shadows. Concentrated, she carefully taps a small amount of pearlescent white cream along the delicate contour below her right eye with her right ring finger, her movements precise and delicate. After completing her application, she gracefully and deliberately lowers her hand, her calm expression softening. Then, her gaze shifts downward, as she steadily and deliberately picks up a makeup brush with a sleek black handle and soft, dense bristles plucked from the pristine marble countertop. Refocusing her attention, she sweeps the brush across her cheekbones in smooth, controlled arcs, applying subtle makeup, completing a quiet, intimate ritual in an atmosphere of focused tranquility.",
+ "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 static, eye-level close-up of a woman with long, wavy, dark hair elegantly pulled back from her face, sitting at a modern dressing table, wearing a dusty rose silk robe. The scene features a large, round, backlit mirror casting a gentle glow on the skin, while she applies cream along the delicate contour below her right eye with her right ring finger, then uses a makeup brush with a sleek black handle and soft, dense bristles to sweep across her cheekbones in smooth, controlled arcs. The overall mood is one of focused tranquility.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains soft and warm, with the mirror reflection present. However, there are occasional minor softness or slight color/contrast inconsistencies that prevent a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the subject appears as described, with long, wavy, dark hair pulled back, seated at a modern dressing table, and wearing a dusty rose robe. The large round mirror and warm lighting are evident, and the close-up framing matches the intended shot. Some details such as the exact hand position during the cream application and the precise timing of the brush movement are not perfectly synchronized, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is good (score 4).\n\nPhysical Consistency / Common-sense:\nThe sequence shows plausible actions and interactions, but there are minor inconsistencies in hand positioning and timing between steps that slightly reduce perceived realism. These issues are not severe, but they keep the overall physical consistency at a moderate level (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 3.359375,
+ "MQ": 3.09375,
+ "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 static, eye-level close-up of a woman with long, wavy, dark hair elegantly pulled back from her face, sitting at a modern dressing table, wearing a dusty rose silk robe. The scene features a large, round, backlit mirror casting a gentle glow on the skin, while she applies cream along the delicate contour below her right eye with her right ring finger, then uses a makeup brush with a sleek black handle and soft, dense bristles to sweep across her cheekbones in smooth, controlled arcs. The overall mood is one of focused tranquility.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains soft and warm, with the mirror reflection present. However, there are occasional minor softness or slight color/contrast inconsistencies that prevent a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the subject appears as described, with long, wavy, dark hair pulled back, seated at a modern dressing table, and wearing a dusty rose robe. The large round mirror and warm lighting are evident, and the close-up framing matches the intended shot. Some details such as the exact hand position during the cream application and the precise timing of the brush movement are not perfectly synchronized, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is good (score 4).\n\nPhysical Consistency / Common-sense:\nThe sequence shows plausible actions and interactions, but there are minor inconsistencies in hand positioning and timing between steps that slightly reduce perceived realism. These issues are not severe, but they keep the overall physical consistency at a moderate level (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_5/index_tensor([2058, 2058])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_5/index_tensor([2058, 2058])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e2a6d38f59e9897955403a5db625e9f0055147c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_5/index_tensor([2058, 2058])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The ultra-high-definition, hyper-realistic CGI rendering begins with a low-angle wide shot, the camera rapidly tilting upward to follow the action. At night, across a desolate, windswept plain, a slender research rocket rocketed upward from a small metal launcher with violent acceleration, leaving behind a trail of thick white smoke and a brilliant orange propellant flame. As it pierced the roiling, bruised purple underbelly of a vast, turbulent storm cloud, a hair-thin copper wire rapidly unfurled behind it, capturing faint, shimmering highlights in the dark sky. In an instant, the rocket's tip triggered a silent, intense flash deep within the cloud layer. In response, a spectacular, branching bolt of pure, dazzling white-blue lightning began. It ripped through the atmosphere in a branching, irregular pattern, a spiderweb of jagged tendrils streaking across the sky before the main channel crashed into the ground with visible explosive force, vaporizing the earth at the point of impact, showering it with sparks and superheated soil. Above the roiling storm, an ethereal, pale green and purple curtain of auroral light flickers faintly, a serene and silent cosmic backdrop to the raw earth forces unleashed below, creating an atmosphere of breathtaking, eerie beauty captured with lifelike clarity.",
+ "seed": 29420,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_5/index_2058_seed_29420_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.0625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.1875,
+ "avg": 9.1875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The ultra-high-definition, hyper-realistic CGI rendering begins with a low-angle wide shot, the camera rapidly tilting upward to follow the action. At night, across a desolate, windswept plain, a slender research rocket rocketed upward from a small metal launcher with violent acceleration, leaving behind a trail of thick white smoke and a brilliant orange propellant flame. As it pierced the roiling, bruised purple underbelly of a vast, turbulent storm cloud, a hair-thin copper wire rapidly unfurled behind it, capturing faint, shimmering highlights in the dark sky. In an instant, the rocket's tip triggered a silent, intense flash deep within the cloud layer. In response, a spectacular, branching bolt of pure, dazzling white-blue lightning began. It ripped through the atmosphere in a branching, irregular pattern, a spiderweb of jagged tendrils streaking across the sky before the main channel crashed into the ground with visible explosive force, vaporizing the earth at the point of impact, showering it with sparks and superheated soil. Above the roiling storm, an ethereal, pale green and purple curtain of auroral light flickers faintly, a serene and silent cosmic backdrop to the raw earth forces unleashed below, creating an atmosphere of breathtaking, eerie beauty captured with lifelike clarity.",
+ "token_credit_reward": 9.1875,
+ "selected_reward": 9.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an ultra-high-definition, hyper-realistic CGI rendering featuring a low-angle wide shot with a rapid upward tilt as a slender research rocket launches from a small metal launcher over a desolate plain, through a turbulent storm, with a copper wire trailing behind and a dramatic lightning sequence culminating in an ethereal cosmic backdrop. The video captures several core elements—rocket ascent, stormy atmosphere, and a vivid sky—but the overall depiction does not fully realize the full scope of the described effects.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the rocket, flames, and smoke, with atmospheric lighting and color contrast that contribute to a cinematic feel. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, which prevent a consistently high-fidelity impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video aligns with several key aspects of the prompt (rocket launch, stormy environment, and dynamic sky). Yet crucial elements such as the explicit copper wire, the detailed branching lightning sequence, and the ground impact with explosive force are not convincingly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics for the rocket’s ascent and general atmospheric interaction, but some expected phenomena (ground impact dynamics, precise timing of the lightning relative to the rocket) are underdeveloped or missing. Overall, Physical Consistency remains moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.0625,
+ "MQ": 2.921875,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an ultra-high-definition, hyper-realistic CGI rendering featuring a low-angle wide shot with a rapid upward tilt as a slender research rocket launches from a small metal launcher over a desolate plain, through a turbulent storm, with a copper wire trailing behind and a dramatic lightning sequence culminating in an ethereal cosmic backdrop. The video captures several core elements—rocket ascent, stormy atmosphere, and a vivid sky—but the overall depiction does not fully realize the full scope of the described effects.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the rocket, flames, and smoke, with atmospheric lighting and color contrast that contribute to a cinematic feel. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, which prevent a consistently high-fidelity impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video aligns with several key aspects of the prompt (rocket launch, stormy environment, and dynamic sky). Yet crucial elements such as the explicit copper wire, the detailed branching lightning sequence, and the ground impact with explosive force are not convincingly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics for the rocket’s ascent and general atmospheric interaction, but some expected phenomena (ground impact dynamics, precise timing of the lightning relative to the rocket) are underdeveloped or missing. Overall, Physical Consistency remains moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29421,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_5/index_2058_seed_29421_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
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+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 2.90625,
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+ "video_score2_overall": 8.9375,
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+ "question": "The ultra-high-definition, hyper-realistic CGI rendering begins with a low-angle wide shot, the camera rapidly tilting upward to follow the action. At night, across a desolate, windswept plain, a slender research rocket rocketed upward from a small metal launcher with violent acceleration, leaving behind a trail of thick white smoke and a brilliant orange propellant flame. As it pierced the roiling, bruised purple underbelly of a vast, turbulent storm cloud, a hair-thin copper wire rapidly unfurled behind it, capturing faint, shimmering highlights in the dark sky. In an instant, the rocket's tip triggered a silent, intense flash deep within the cloud layer. In response, a spectacular, branching bolt of pure, dazzling white-blue lightning began. It ripped through the atmosphere in a branching, irregular pattern, a spiderweb of jagged tendrils streaking across the sky before the main channel crashed into the ground with visible explosive force, vaporizing the earth at the point of impact, showering it with sparks and superheated soil. Above the roiling storm, an ethereal, pale green and purple curtain of auroral light flickers faintly, a serene and silent cosmic backdrop to the raw earth forces unleashed below, creating an atmosphere of breathtaking, eerie beauty captured with lifelike clarity.",
+ "token_credit_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an ultra-high-definition, hyper-realistic CGI rendering featuring a low-angle wide shot with a rapid upward tilt as a slender research rocket launches from a small metal launcher. The scene is set at night on a desolate, windswept plain, with a trail of white smoke and a bright orange propellant flame. The rocket pierces a turbulent storm cloud, and a hair-thin copper wire rapidly unfurls behind it, triggering a silent, intense flash that leads to a spectacular branching lightning bolt and an ethereal cosmic backdrop.\n\nVisual Quality Assessment:\nAcross the video, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent, with clear depiction of the rocket, flames, smoke, and atmospheric effects. Lighting and contrast are generally well balanced, and the sequence maintains smooth progression without obvious artifacts. However, some fine-grained details and the overall cinematic polish are not fully realized, placing the overall visual quality at a moderate level rather than high-end realism.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—night setting, desolate landscape, a rocket launching with smoke and flame, and a stormy sky with lightning. Some aspects are present but not perfectly matched: the specific dynamic of the copper wire and the precise timing of the flash are not clearly demonstrated, and certain atmospheric nuances (e.g., the exact color palette of the storm and the ethereal backdrop) are only partially realized. Overall, alignment is acceptable but not exact, reflecting a moderate degree of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence follows plausible physical behavior: the rocket ascent, smoke dispersion, and interaction with the stormy atmosphere align with expected dynamics. Lightning appears in a way consistent with a charged environment, and the general progression feels believable. There are no glaring inconsistencies, though minor timing or detail discrepancies prevent a perfect match to real-world physics, resulting in a moderate level of 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
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 2.90625,
+ "MQ": 2.921875,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an ultra-high-definition, hyper-realistic CGI rendering featuring a low-angle wide shot with a rapid upward tilt as a slender research rocket launches from a small metal launcher. The scene is set at night on a desolate, windswept plain, with a trail of white smoke and a bright orange propellant flame. The rocket pierces a turbulent storm cloud, and a hair-thin copper wire rapidly unfurls behind it, triggering a silent, intense flash that leads to a spectacular branching lightning bolt and an ethereal cosmic backdrop.\n\nVisual Quality Assessment:\nAcross the video, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent, with clear depiction of the rocket, flames, smoke, and atmospheric effects. Lighting and contrast are generally well balanced, and the sequence maintains smooth progression without obvious artifacts. However, some fine-grained details and the overall cinematic polish are not fully realized, placing the overall visual quality at a moderate level rather than high-end realism.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—night setting, desolate landscape, a rocket launching with smoke and flame, and a stormy sky with lightning. Some aspects are present but not perfectly matched: the specific dynamic of the copper wire and the precise timing of the flash are not clearly demonstrated, and certain atmospheric nuances (e.g., the exact color palette of the storm and the ethereal backdrop) are only partially realized. Overall, alignment is acceptable but not exact, reflecting a moderate degree of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence follows plausible physical behavior: the rocket ascent, smoke dispersion, and interaction with the stormy atmosphere align with expected dynamics. Lightning appears in a way consistent with a charged environment, and the general progression feels believable. There are no glaring inconsistencies, though minor timing or detail discrepancies prevent a perfect match to real-world physics, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The ultra-high-definition, hyper-realistic CGI rendering begins with a low-angle wide shot, the camera rapidly tilting upward to follow the action. At night, across a desolate, windswept plain, a slender research rocket rocketed upward from a small metal launcher with violent acceleration, leaving behind a trail of thick white smoke and a brilliant orange propellant flame. As it pierced the roiling, bruised purple underbelly of a vast, turbulent storm cloud, a hair-thin copper wire rapidly unfurled behind it, capturing faint, shimmering highlights in the dark sky. In an instant, the rocket's tip triggered a silent, intense flash deep within the cloud layer. In response, a spectacular, branching bolt of pure, dazzling white-blue lightning began. It ripped through the atmosphere in a branching, irregular pattern, a spiderweb of jagged tendrils streaking across the sky before the main channel crashed into the ground with visible explosive force, vaporizing the earth at the point of impact, showering it with sparks and superheated soil. Above the roiling storm, an ethereal, pale green and purple curtain of auroral light flickers faintly, a serene and silent cosmic backdrop to the raw earth forces unleashed below, creating an atmosphere of breathtaking, eerie beauty captured with lifelike clarity.",
+ "seed": 29422,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_5/index_2058_seed_29422_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 3.21875,
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+ "video_score2_overall": 9.4375,
+ "avg": 9.40625,
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+ "question": "The ultra-high-definition, hyper-realistic CGI rendering begins with a low-angle wide shot, the camera rapidly tilting upward to follow the action. At night, across a desolate, windswept plain, a slender research rocket rocketed upward from a small metal launcher with violent acceleration, leaving behind a trail of thick white smoke and a brilliant orange propellant flame. As it pierced the roiling, bruised purple underbelly of a vast, turbulent storm cloud, a hair-thin copper wire rapidly unfurled behind it, capturing faint, shimmering highlights in the dark sky. In an instant, the rocket's tip triggered a silent, intense flash deep within the cloud layer. In response, a spectacular, branching bolt of pure, dazzling white-blue lightning began. It ripped through the atmosphere in a branching, irregular pattern, a spiderweb of jagged tendrils streaking across the sky before the main channel crashed into the ground with visible explosive force, vaporizing the earth at the point of impact, showering it with sparks and superheated soil. Above the roiling storm, an ethereal, pale green and purple curtain of auroral light flickers faintly, a serene and silent cosmic backdrop to the raw earth forces unleashed below, creating an atmosphere of breathtaking, eerie beauty captured with lifelike clarity.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-fidelity CGI sequence featuring a low-angle wide shot with a rapid upward tilt as a slender research rocket launches from a small metal launcher, ascending through a turbulent stormy sky with a bright orange flame and white smoke, culminating in a dramatic lightning event that interacts with the atmosphere and ground. The description emphasizes ultra-high-definition rendering, dynamic camera movement, and a vivid atmospheric backdrop.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent, with clear depiction of the rocket, flames, smoke, and clouds. Lighting and color balance are generally consistent, and there are no obvious distortions or artifacts. However, the overall polish is moderate rather than pristine, and some fine-grained details may be less sharp than ideal. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—launch sequence, upward motion, and a stormy sky with visible lightning. However, certain aspects are only partially realized: the ultra-high-definition claim is not clearly demonstrated, the camera tilt is not strongly evident, and the ground interaction and explosive effects are not fully depicted. The alignment is acceptable but not comprehensive, corresponding to a mid-range score.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene presents plausible launch dynamics and atmospheric interaction, with believable smoke behavior and flame characteristics. Lightning appears within the storm context, and the overall physics feel coherent. Some aspects, such as the exact ground impact and the intensity of the lightning-ground coupling, are not fully explicit, resulting in a moderate level of physical consistency.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate fidelity to the prompt and reasonable physical plausibility. The three dimensions reflect a balanced, mid-range performance (score 3) across Visual Quality, Text-to-Video Alignment, and Physical/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
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 3.21875,
+ "MQ": 2.921875,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-fidelity CGI sequence featuring a low-angle wide shot with a rapid upward tilt as a slender research rocket launches from a small metal launcher, ascending through a turbulent stormy sky with a bright orange flame and white smoke, culminating in a dramatic lightning event that interacts with the atmosphere and ground. The description emphasizes ultra-high-definition rendering, dynamic camera movement, and a vivid atmospheric backdrop.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent, with clear depiction of the rocket, flames, smoke, and clouds. Lighting and color balance are generally consistent, and there are no obvious distortions or artifacts. However, the overall polish is moderate rather than pristine, and some fine-grained details may be less sharp than ideal. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—launch sequence, upward motion, and a stormy sky with visible lightning. However, certain aspects are only partially realized: the ultra-high-definition claim is not clearly demonstrated, the camera tilt is not strongly evident, and the ground interaction and explosive effects are not fully depicted. The alignment is acceptable but not comprehensive, corresponding to a mid-range score.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene presents plausible launch dynamics and atmospheric interaction, with believable smoke behavior and flame characteristics. Lightning appears within the storm context, and the overall physics feel coherent. Some aspects, such as the exact ground impact and the intensity of the lightning-ground coupling, are not fully explicit, resulting in a moderate level of physical consistency.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate fidelity to the prompt and reasonable physical plausibility. The three dimensions reflect a balanced, mid-range performance (score 3) across Visual Quality, Text-to-Video Alignment, and Physical/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": 29423,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_5/index_2058_seed_29423_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.0625,
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+ "video_score2_overall": 9.3125,
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+ "token_credit_reward": 9.3125,
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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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an ultra-high-definition, hyper-realistic CGI rendering featuring a low-angle wide shot with a rapid upward tilt as a slender research rocket launches from a small metal launcher over a desolate plain, leaving a white smoke trail and a bright orange flame. The scene is set against a turbulent stormy sky with a hair-thin copper wire unfurling behind the rocket, culminating in a dramatic lightning event and an ethereal cosmic backdrop.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the rocket, flames, and smoke, but there are occasional minor artifacts and slight softness that prevent a higher-fidelity look. The sequence remains coherent and the lighting/contrast are generally stable, though not exceptionally sharp or cinematic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide shot, upward camera motion, a slender rocket, a metal launcher, white smoke, and a bright flame. The nighttime setting and the presence of lightning are evident. Some finer details from the prompt—such as the explicit copper wire and the precise timing of the lightning—are not clearly realized, but the major narrative components align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The rocket’s ascent and propulsion appear plausible, and the smoke trail behaves realistically. However, certain aspects such as the exact interaction between the lightning and the environment and the precise dynamics of the ground impact are not fully convincing, indicating room for improvement in physical realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.0625,
+ "MQ": 3.078125,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an ultra-high-definition, hyper-realistic CGI rendering featuring a low-angle wide shot with a rapid upward tilt as a slender research rocket launches from a small metal launcher over a desolate plain, leaving a white smoke trail and a bright orange flame. The scene is set against a turbulent stormy sky with a hair-thin copper wire unfurling behind the rocket, culminating in a dramatic lightning event and an ethereal cosmic backdrop.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the rocket, flames, and smoke, but there are occasional minor artifacts and slight softness that prevent a higher-fidelity look. The sequence remains coherent and the lighting/contrast are generally stable, though not exceptionally sharp or cinematic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide shot, upward camera motion, a slender rocket, a metal launcher, white smoke, and a bright flame. The nighttime setting and the presence of lightning are evident. Some finer details from the prompt—such as the explicit copper wire and the precise timing of the lightning—are not clearly realized, but the major narrative components align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The rocket’s ascent and propulsion appear plausible, and the smoke trail behaves realistically. However, certain aspects such as the exact interaction between the lightning and the environment and the precise dynamics of the ground impact are not fully convincing, indicating room for improvement in physical realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_6/index_tensor([6897, 6897])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_6/index_tensor([6897, 6897])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b332bba8b7a60d8617702b3bd5dfe4a21701134
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_6/index_tensor([6897, 6897])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up shot at a high frame rate captures the decisive moment of the Olympic final with the precision of sports photography. The frame focuses on athlete Grace, clad in a form-fitting red and white team jersey made of highly stretchy, moisture-wicking fabric. Beads of sweat drip down her temples from between her furrowed brows. Holding her breath, with trembling fingers, she carefully raises a pair of high-tech goggles with matte black frames and iridescent lenses. The camera follows her movements with steady concentration as she slowly brings the goggles closer to her face, a gesture imbued with ritualistic solemnity. As the lenses draw closer, their smooth, futuristic curves reveal her own determined, fighting spirit, her pupils dilated with adrenaline, burning with a silent flame. Finally, the goggles were put on gently and precisely, fitting tightly around her eye sockets. The whole scene, illuminated by the bright and dazzling stadium overhead light, presented an atmosphere of extreme tension and absolute concentration under the attention of everyone. Time seemed to freeze for her at this moment.",
+ "seed": 21096,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_6/index_6897_seed_21096_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.234375,
+ "video_score2_ta": 3.234375,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 9.75,
+ "avg": 9.71875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot at a high frame rate captures the decisive moment of the Olympic final with the precision of sports photography. The frame focuses on athlete Grace, clad in a form-fitting red and white team jersey made of highly stretchy, moisture-wicking fabric. Beads of sweat drip down her temples from between her furrowed brows. Holding her breath, with trembling fingers, she carefully raises a pair of high-tech goggles with matte black frames and iridescent lenses. The camera follows her movements with steady concentration as she slowly brings the goggles closer to her face, a gesture imbued with ritualistic solemnity. As the lenses draw closer, their smooth, futuristic curves reveal her own determined, fighting spirit, her pupils dilated with adrenaline, burning with a silent flame. Finally, the goggles were put on gently and precisely, fitting tightly around her eye sockets. The whole scene, illuminated by the bright and dazzling stadium overhead light, presented an atmosphere of extreme tension and absolute concentration under the attention of everyone. Time seemed to freeze for her at this moment.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
+ "frame_importance": [
+ 0.11797258257865906,
+ 0.31040361523628235,
+ 0.5716238021850586
+ ],
+ "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 an extreme close-up of an Olympic athlete (Grace) wearing a form-fitting red and white jersey, beads of sweat, and the precise moment of putting on high-tech goggles with matte black frames and iridescent lenses, captured at a high frame rate with stadium lighting and a tense, focused atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the face and goggles, but there are occasional minor artifacts and slight softness that prevent a higher rating. Lighting remains consistent across frames, and color rendition is acceptable though not exceptional. The sequence appears stable without major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up focus on the athlete, the red/white jersey, visible sweat, and the act of putting on goggles with dark frames and reflective lenses. The stadium lighting and the sense of concentration align with the described scenario. A few nuanced details (e.g., exact timing of the breath-hold or the intensity of the flame-like expression) may be less pronounced, but the core elements match well.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Movements appear generally plausible and the interaction with the goggles feels believable, with no obvious anatomical or mechanical inconsistencies. However, there are minor micro-motions or timing nuances that could be refined to improve realism.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment reflects these values: Visual Quality is moderate, alignment is strong, and physical consistency is adequate.\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": 3.234375,
+ "MQ": 3.25,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of an Olympic athlete (Grace) wearing a form-fitting red and white jersey, beads of sweat, and the precise moment of putting on high-tech goggles with matte black frames and iridescent lenses, captured at a high frame rate with stadium lighting and a tense, focused atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the face and goggles, but there are occasional minor artifacts and slight softness that prevent a higher rating. Lighting remains consistent across frames, and color rendition is acceptable though not exceptional. The sequence appears stable without major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up focus on the athlete, the red/white jersey, visible sweat, and the act of putting on goggles with dark frames and reflective lenses. The stadium lighting and the sense of concentration align with the described scenario. A few nuanced details (e.g., exact timing of the breath-hold or the intensity of the flame-like expression) may be less pronounced, but the core elements match well.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Movements appear generally plausible and the interaction with the goggles feels believable, with no obvious anatomical or mechanical inconsistencies. However, there are minor micro-motions or timing nuances that could be refined to improve realism.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment reflects these values: Visual Quality is moderate, alignment is strong, and physical consistency is adequate.\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": 21097,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_6/index_6897_seed_21097_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 1.90625,
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+ "video_score2_overall": 9.5625,
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+ "question": "An extreme close-up shot at a high frame rate captures the decisive moment of the Olympic final with the precision of sports photography. The frame focuses on athlete Grace, clad in a form-fitting red and white team jersey made of highly stretchy, moisture-wicking fabric. Beads of sweat drip down her temples from between her furrowed brows. Holding her breath, with trembling fingers, she carefully raises a pair of high-tech goggles with matte black frames and iridescent lenses. The camera follows her movements with steady concentration as she slowly brings the goggles closer to her face, a gesture imbued with ritualistic solemnity. As the lenses draw closer, their smooth, futuristic curves reveal her own determined, fighting spirit, her pupils dilated with adrenaline, burning with a silent flame. Finally, the goggles were put on gently and precisely, fitting tightly around her eye sockets. The whole scene, illuminated by the bright and dazzling stadium overhead light, presented an atmosphere of extreme tension and absolute concentration under the attention of everyone. Time seemed to freeze for her at this moment.",
+ "token_credit_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of an Olympic athlete performing a precise action of putting on goggles with high-tech features while the camera follows her movements. The scene is set in a stadium with bright overhead lights, and the atmosphere should convey extreme tension and concentration.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The subject remains clearly visible with good detail in the face, glasses, and hair, and the depth-of-field effect separating the subject from the stadium background is well-executed. Lighting is consistent across shots, and there are no obvious distortions or artifacts. While the sequence appears coherent, it does not reach the highest possible sharpness or ultra-high-definition clarity; minor softness or compression effects may be present, which aligns with a strong but not perfect Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt (extreme close-up, presence of high-tech goggles, stadium lighting). However, key narrative moments described in the prompt are not realized: there is no visible sweat, no trembling fingers, and no progressive movement of bringing the goggles toward the face. The goggles appear already positioned, and the described sequence of careful adjustment and ritual-like solemnity is not demonstrated. Overall, alignment is moderate rather than complete.\n\nPhysical Consistency Assessment:\nThe scene maintains plausible anatomy, lighting, and material properties. The glasses, skin texture, and stadium environment look believable, and there are no obvious physical inconsistencies. The lack of dynamic action does not introduce physical implausibilities, though it reduces the perceived realism of the intended sequence.\n\nScoring Considerations:\nVisual quality is strong but not flawless, supporting a score of 4. Text-to-video alignment shows partial fulfillment of the prompt with missing key actions, supporting a score of 3. Physical consistency remains solid without notable issues, supporting a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.78125,
+ "TA": 1.90625,
+ "MQ": 3.890625,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of an Olympic athlete performing a precise action of putting on goggles with high-tech features while the camera follows her movements. The scene is set in a stadium with bright overhead lights, and the atmosphere should convey extreme tension and concentration.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The subject remains clearly visible with good detail in the face, glasses, and hair, and the depth-of-field effect separating the subject from the stadium background is well-executed. Lighting is consistent across shots, and there are no obvious distortions or artifacts. While the sequence appears coherent, it does not reach the highest possible sharpness or ultra-high-definition clarity; minor softness or compression effects may be present, which aligns with a strong but not perfect Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt (extreme close-up, presence of high-tech goggles, stadium lighting). However, key narrative moments described in the prompt are not realized: there is no visible sweat, no trembling fingers, and no progressive movement of bringing the goggles toward the face. The goggles appear already positioned, and the described sequence of careful adjustment and ritual-like solemnity is not demonstrated. Overall, alignment is moderate rather than complete.\n\nPhysical Consistency Assessment:\nThe scene maintains plausible anatomy, lighting, and material properties. The glasses, skin texture, and stadium environment look believable, and there are no obvious physical inconsistencies. The lack of dynamic action does not introduce physical implausibilities, though it reduces the perceived realism of the intended sequence.\n\nScoring Considerations:\nVisual quality is strong but not flawless, supporting a score of 4. Text-to-video alignment shows partial fulfillment of the prompt with missing key actions, supporting a score of 3. Physical consistency remains solid without notable issues, supporting a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up shot at a high frame rate captures the decisive moment of the Olympic final with the precision of sports photography. The frame focuses on athlete Grace, clad in a form-fitting red and white team jersey made of highly stretchy, moisture-wicking fabric. Beads of sweat drip down her temples from between her furrowed brows. Holding her breath, with trembling fingers, she carefully raises a pair of high-tech goggles with matte black frames and iridescent lenses. The camera follows her movements with steady concentration as she slowly brings the goggles closer to her face, a gesture imbued with ritualistic solemnity. As the lenses draw closer, their smooth, futuristic curves reveal her own determined, fighting spirit, her pupils dilated with adrenaline, burning with a silent flame. Finally, the goggles were put on gently and precisely, fitting tightly around her eye sockets. The whole scene, illuminated by the bright and dazzling stadium overhead light, presented an atmosphere of extreme tension and absolute concentration under the attention of everyone. Time seemed to freeze for her at this moment.",
+ "seed": 21098,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_6/index_6897_seed_21098_dp_13_rank_26_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.578125,
+ "video_score2_ta": 2.125,
+ "video_score2_mq": 3.734375,
+ "video_score2_overall": 9.4375,
+ "avg": 9.4375,
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+ "question": "An extreme close-up shot at a high frame rate captures the decisive moment of the Olympic final with the precision of sports photography. The frame focuses on athlete Grace, clad in a form-fitting red and white team jersey made of highly stretchy, moisture-wicking fabric. Beads of sweat drip down her temples from between her furrowed brows. Holding her breath, with trembling fingers, she carefully raises a pair of high-tech goggles with matte black frames and iridescent lenses. The camera follows her movements with steady concentration as she slowly brings the goggles closer to her face, a gesture imbued with ritualistic solemnity. As the lenses draw closer, their smooth, futuristic curves reveal her own determined, fighting spirit, her pupils dilated with adrenaline, burning with a silent flame. Finally, the goggles were put on gently and precisely, fitting tightly around her eye sockets. The whole scene, illuminated by the bright and dazzling stadium overhead light, presented an atmosphere of extreme tension and absolute concentration under the attention of everyone. Time seemed to freeze for her at this moment.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of an Olympic athlete performing a precise action of putting on goggles. It specifies a form-fitting red and white jersey, visible sweat beads, a deliberate, controlled movement of raising and adjusting high-tech goggles with matte black frames and iridescent lenses, and a stadium setting with bright overhead lights. The overall intent is to convey extreme tension and focus during a high-stakes moment.\n\nVisual Quality Assessment:\nAcross the sequence, the frames deliver solid visual quality. The resolution is high enough to render facial features, skin texture, and lens details clearly, with good color reproduction and stable lighting. The depth-of-field effect separating the subject from the background is convincing, and there are no obvious distortions or artifacts. While the footage appears clean and professional, it does not claim flawless perfection; minor imperfections may be present that prevent a top-tier score. Overall, Visual Quality aligns with a strong 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: an extreme close-up, high-tech goggles with dark frames and iridescent lenses, and a stadium-like environment with bright overhead lighting. However, several prompt-specific details are not clearly depicted: the red-and-white jersey is not distinctly visible, sweat beads are not evident, and the full sequence of the precise action (from raising to donning) is not fully captured. These gaps reduce alignment to a moderate level, consistent with a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, lighting, and material behavior, with believable interactions between the goggles and the face. There are no glaring physical inconsistencies. Some minor timing or motion nuances could be refined, but they do not undermine overall realism, supporting a 3/5 rating.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.578125,
+ "TA": 2.125,
+ "MQ": 3.734375,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of an Olympic athlete performing a precise action of putting on goggles. It specifies a form-fitting red and white jersey, visible sweat beads, a deliberate, controlled movement of raising and adjusting high-tech goggles with matte black frames and iridescent lenses, and a stadium setting with bright overhead lights. The overall intent is to convey extreme tension and focus during a high-stakes moment.\n\nVisual Quality Assessment:\nAcross the sequence, the frames deliver solid visual quality. The resolution is high enough to render facial features, skin texture, and lens details clearly, with good color reproduction and stable lighting. The depth-of-field effect separating the subject from the background is convincing, and there are no obvious distortions or artifacts. While the footage appears clean and professional, it does not claim flawless perfection; minor imperfections may be present that prevent a top-tier score. Overall, Visual Quality aligns with a strong 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: an extreme close-up, high-tech goggles with dark frames and iridescent lenses, and a stadium-like environment with bright overhead lighting. However, several prompt-specific details are not clearly depicted: the red-and-white jersey is not distinctly visible, sweat beads are not evident, and the full sequence of the precise action (from raising to donning) is not fully captured. These gaps reduce alignment to a moderate level, consistent with a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, lighting, and material behavior, with believable interactions between the goggles and the face. There are no glaring physical inconsistencies. Some minor timing or motion nuances could be refined, but they do not undermine overall realism, supporting a 3/5 rating.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up shot at a high frame rate captures the decisive moment of the Olympic final with the precision of sports photography. The frame focuses on athlete Grace, clad in a form-fitting red and white team jersey made of highly stretchy, moisture-wicking fabric. Beads of sweat drip down her temples from between her furrowed brows. Holding her breath, with trembling fingers, she carefully raises a pair of high-tech goggles with matte black frames and iridescent lenses. The camera follows her movements with steady concentration as she slowly brings the goggles closer to her face, a gesture imbued with ritualistic solemnity. As the lenses draw closer, their smooth, futuristic curves reveal her own determined, fighting spirit, her pupils dilated with adrenaline, burning with a silent flame. Finally, the goggles were put on gently and precisely, fitting tightly around her eye sockets. The whole scene, illuminated by the bright and dazzling stadium overhead light, presented an atmosphere of extreme tension and absolute concentration under the attention of everyone. Time seemed to freeze for her at this moment.",
+ "seed": 21099,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_6/index_6897_seed_21099_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.671875,
+ "video_score2_ta": 1.7890625,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 7.625,
+ "avg": 7.6015625,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot at a high frame rate captures the decisive moment of the Olympic final with the precision of sports photography. The frame focuses on athlete Grace, clad in a form-fitting red and white team jersey made of highly stretchy, moisture-wicking fabric. Beads of sweat drip down her temples from between her furrowed brows. Holding her breath, with trembling fingers, she carefully raises a pair of high-tech goggles with matte black frames and iridescent lenses. The camera follows her movements with steady concentration as she slowly brings the goggles closer to her face, a gesture imbued with ritualistic solemnity. As the lenses draw closer, their smooth, futuristic curves reveal her own determined, fighting spirit, her pupils dilated with adrenaline, burning with a silent flame. Finally, the goggles were put on gently and precisely, fitting tightly around her eye sockets. The whole scene, illuminated by the bright and dazzling stadium overhead light, presented an atmosphere of extreme tension and absolute concentration under the attention of everyone. Time seemed to freeze for her at this moment.",
+ "token_credit_reward": 7.625,
+ "selected_reward": 7.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of an Olympic athlete performing a precise action of putting on goggles. It specifies a form-fitting red and white jersey, visible sweat beads, a deliberate, controlled movement of raising and adjusting high-tech goggles with matte black frames and iridescent lenses, and a stadium setting with bright overhead lights. The overall intent is to convey extreme tension and focus during a high-stakes moment.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are acceptable but not outstanding. The resolution is adequate and the subject remains clearly identifiable, with lighting that is generally consistent and colors that are reasonably saturated. There are no obvious distortions or severe artifacts, and transitions appear smooth. However, the overall polish is moderate rather than cinematic, and some frames show mild softness or compression artifacts that prevent a higher-end impression. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The video presents a close-up of a person wearing goggles and a stadium-like background, which matches several elements. However, key aspects described in the prompt—such as the exact jersey color scheme (red and white), visible sweat beads, and the specific sequence of raising and adjusting the goggles—are not clearly demonstrated. The core action of putting on goggles is present, but the narrative details and timing do not fully mirror the prompt. Overall, the alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, natural hand positioning, and coherent lighting, contributing to believable physical realism. The goggles fit the face plausibly, and there are no obvious anatomical or mechanical inconsistencies. Some minor deviations in fine-grained motion or accessory details may exist, but they do not undermine overall plausibility. Overall, Physical/Common-sense Consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.671875,
+ "TA": 1.7890625,
+ "MQ": 3.140625,
+ "Overall": 7.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of an Olympic athlete performing a precise action of putting on goggles. It specifies a form-fitting red and white jersey, visible sweat beads, a deliberate, controlled movement of raising and adjusting high-tech goggles with matte black frames and iridescent lenses, and a stadium setting with bright overhead lights. The overall intent is to convey extreme tension and focus during a high-stakes moment.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are acceptable but not outstanding. The resolution is adequate and the subject remains clearly identifiable, with lighting that is generally consistent and colors that are reasonably saturated. There are no obvious distortions or severe artifacts, and transitions appear smooth. However, the overall polish is moderate rather than cinematic, and some frames show mild softness or compression artifacts that prevent a higher-end impression. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The video presents a close-up of a person wearing goggles and a stadium-like background, which matches several elements. However, key aspects described in the prompt—such as the exact jersey color scheme (red and white), visible sweat beads, and the specific sequence of raising and adjusting the goggles—are not clearly demonstrated. The core action of putting on goggles is present, but the narrative details and timing do not fully mirror the prompt. Overall, the alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, natural hand positioning, and coherent lighting, contributing to believable physical realism. The goggles fit the face plausibly, and there are no obvious anatomical or mechanical inconsistencies. Some minor deviations in fine-grained motion or accessory details may exist, but they do not undermine overall plausibility. Overall, Physical/Common-sense Consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_8/index_tensor([9819, 9819])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_8/index_tensor([9819, 9819])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ac0fd0328bc7cc7bde1cedfc6ae0728f44ea95c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_8/index_tensor([9819, 9819])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 8152,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_8/index_9819_seed_8152_dp_16_rank_32_sample_0_slot_0.mp4",
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+ "avg": 8.234375,
+ "reward_records": [
+ {
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+ "question": "low-angle, extreme wide-angle lens slowly pans forward, capturing a scene reminiscent of the dramatic black-and-white contrast of an Old Master painting. We are in a vast, cavernous chamber carved from rough rock, housing a massive underground power station, frozen in time. Dominating the space are massive, silent turbines, their cold steel surfaces coated in a delicate, writhing layer of frost. Intricate icicles sparkle like scattered diamonds wherever they catch the light. A lone engineer, silhouetted against a distant work lamp in heavy overalls, leans forward to carefully examine a row of gleaming brass gauges shrouded in a thick haze. The sole source of light is a bare bulb, which flickers intermittently, causing deep, inky shadows to writhe and dance across the vast, frozen machinery, creating a profound atmosphere of desolate silence and cold, forgotten grandeur.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide shot that slowly pans forward, capturing a vast cavernous chamber with a massive underground power station frozen in time. It envisions large, silent turbines with cold steel surfaces and delicate, writhing layers of frost, intricate ice formations catching light, a lone engineer silhouetted against a distant work lamp in heavy overalls examining brass gauges shrouded in haze, a single bare bulb as the sole light source, and deep inky shadows dancing across the machinery to convey desolate silence and cold, forgotten grandeur.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent blue/teal palette with atmospheric haze and visible steam, contributing to a moody industrial vibe. The resolution is adequate but not high, and there are occasional soft areas and minor compression artifacts that slightly reduce sharpness. Lighting remains coherent, with warm lamp illumination contrasting with cooler ambient tones, and the overall composition stays stable without major distortions. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle perspective, expansive cavern-like setting, and a dim, industrial ambiance with prominent machinery. However, several key details are underrepresented or missing: the dramatic black-and-white contrast and the specific artistic style of an Old Master painting are not evident; the scene lacks clearly visible massive underground power station infrastructure, and the exact arrangement of the engineer examining brass gauges is not clearly depicted. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: machinery placement, lighting, steam behavior, and spatial scale feel coherent within an industrial context. There are no obvious physics violations, though some fine-grained interactions (e.g., precise steam dynamics, subtle reflections) could be refined. Overall, Physical Consistency is acceptable but not exceptional (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": {
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+ "MQ": 3
+ },
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+ "TA": 2.171875,
+ "MQ": 3.0,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide shot that slowly pans forward, capturing a vast cavernous chamber with a massive underground power station frozen in time. It envisions large, silent turbines with cold steel surfaces and delicate, writhing layers of frost, intricate ice formations catching light, a lone engineer silhouetted against a distant work lamp in heavy overalls examining brass gauges shrouded in haze, a single bare bulb as the sole light source, and deep inky shadows dancing across the machinery to convey desolate silence and cold, forgotten grandeur.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent blue/teal palette with atmospheric haze and visible steam, contributing to a moody industrial vibe. The resolution is adequate but not high, and there are occasional soft areas and minor compression artifacts that slightly reduce sharpness. Lighting remains coherent, with warm lamp illumination contrasting with cooler ambient tones, and the overall composition stays stable without major distortions. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle perspective, expansive cavern-like setting, and a dim, industrial ambiance with prominent machinery. However, several key details are underrepresented or missing: the dramatic black-and-white contrast and the specific artistic style of an Old Master painting are not evident; the scene lacks clearly visible massive underground power station infrastructure, and the exact arrangement of the engineer examining brass gauges is not clearly depicted. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: machinery placement, lighting, steam behavior, and spatial scale feel coherent within an industrial context. There are no obvious physics violations, though some fine-grained interactions (e.g., precise steam dynamics, subtle reflections) could be refined. Overall, Physical Consistency is acceptable but not exceptional (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": "low-angle, extreme wide-angle lens slowly pans forward, capturing a scene reminiscent of the dramatic black-and-white contrast of an Old Master painting. We are in a vast, cavernous chamber carved from rough rock, housing a massive underground power station, frozen in time. Dominating the space are massive, silent turbines, their cold steel surfaces coated in a delicate, writhing layer of frost. Intricate icicles sparkle like scattered diamonds wherever they catch the light. A lone engineer, silhouetted against a distant work lamp in heavy overalls, leans forward to carefully examine a row of gleaming brass gauges shrouded in a thick haze. The sole source of light is a bare bulb, which flickers intermittently, causing deep, inky shadows to writhe and dance across the vast, frozen machinery, creating a profound atmosphere of desolate silence and cold, forgotten grandeur.",
+ "seed": 8153,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_8/index_9819_seed_8153_dp_16_rank_32_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.265625,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.6875,
+ "avg": 8.703125,
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+ "question": "low-angle, extreme wide-angle lens slowly pans forward, capturing a scene reminiscent of the dramatic black-and-white contrast of an Old Master painting. We are in a vast, cavernous chamber carved from rough rock, housing a massive underground power station, frozen in time. Dominating the space are massive, silent turbines, their cold steel surfaces coated in a delicate, writhing layer of frost. Intricate icicles sparkle like scattered diamonds wherever they catch the light. A lone engineer, silhouetted against a distant work lamp in heavy overalls, leans forward to carefully examine a row of gleaming brass gauges shrouded in a thick haze. The sole source of light is a bare bulb, which flickers intermittently, causing deep, inky shadows to writhe and dance across the vast, frozen machinery, creating a profound atmosphere of desolate silence and cold, forgotten grandeur.",
+ "token_credit_reward": 8.6875,
+ "selected_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide shot that slowly pans forward, capturing a vast cavernous chamber with a massive underground power station frozen in time. It envisions massive silent turbines with cold steel surfaces and delicate, writhing layers of frost, intricate ice formations catching light, a lone engineer silhouetted against a distant work lamp in heavy overalls examining brass gauges shrouded in haze, a single bare bulb as the sole light source, and deep inky shadows dancing across the machinery to convey desolate silence and cold, forgotten grandeur.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent blue/teal palette with atmospheric haze and visible ice formations. The resolution is adequate but not high, and there is some softness in fine details. Lighting remains stable, with a warm glow from a lamp contrasting with the cool environment. The composition stays coherent, and transitions between frames are smooth. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — low-angle perspective, cavernous setting, visible ice and frost, and a dim, atmospheric lighting scheme. However, key narrative components are missing or underdeveloped: there is no clearly visible lone engineer, and the specific action of examining gauges is not demonstrated. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: ice growth on surfaces, consistent lighting, and believable spatial relationships within a subterranean environment. There are no obvious violations of physics or common sense, supporting a moderate level of consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 2.265625,
+ "MQ": 3.125,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide shot that slowly pans forward, capturing a vast cavernous chamber with a massive underground power station frozen in time. It envisions massive silent turbines with cold steel surfaces and delicate, writhing layers of frost, intricate ice formations catching light, a lone engineer silhouetted against a distant work lamp in heavy overalls examining brass gauges shrouded in haze, a single bare bulb as the sole light source, and deep inky shadows dancing across the machinery to convey desolate silence and cold, forgotten grandeur.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent blue/teal palette with atmospheric haze and visible ice formations. The resolution is adequate but not high, and there is some softness in fine details. Lighting remains stable, with a warm glow from a lamp contrasting with the cool environment. The composition stays coherent, and transitions between frames are smooth. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — low-angle perspective, cavernous setting, visible ice and frost, and a dim, atmospheric lighting scheme. However, key narrative components are missing or underdeveloped: there is no clearly visible lone engineer, and the specific action of examining gauges is not demonstrated. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: ice growth on surfaces, consistent lighting, and believable spatial relationships within a subterranean environment. There are no obvious violations of physics or common sense, supporting a moderate level of 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"
+ ]
+ },
+ {
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+ "seed": 8154,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_8/index_9819_seed_8154_dp_17_rank_34_sample_2_slot_0.mp4",
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+ "sample_idx_in_group": 2,
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+ "video_score2_ta": 2.515625,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 7.875,
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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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide shot that slowly pans forward, capturing a cavernous chamber with a massive underground power station frozen in time. It envisions massive, silent turbines with cold steel surfaces and delicate, writhing layers of frost, intricate ice formations catching light, a lone engineer silhouetted against a distant work lamp in heavy overalls examining brass gauges shrouded in haze, a single bare bulb as the sole light source, and deep, inky shadows dancing across the vast, frozen machinery to convey desolate silence and cold, forgotten grandeur.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals are coherent but mid-range in clarity. The resolution is adequate and atmospheric haze plus lighting contribute to mood, yet fine details remain somewhat soft and some textures appear less distinct. The imagery maintains consistent lighting and color grading, with no obvious distortions or artifacts, resulting in a solid but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a low-angle perspective, expansive cavern-like setting, visible industrial machinery, and a solitary figure. However, certain aspects are only partially realized: the dramatic black-and-white contrast and the specific emphasis on massive, silent turbines are not fully conveyed, while the depiction of the frozen environment and the intricate ice details is present but not always crisply defined. Overall, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the machinery appears structurally coherent, the lighting and shadows align with a single light source, and the interactions between the figure and equipment feel believable within the setting. There are no evident violations of basic physics or common-sense expectations, though some minor ambiguities in scale and texture prevent a higher level of realism.\n\nOverall assessment:\nThe video demonstrates competent technical execution with a balanced, mid-range performance across all three dimensions. It communicates the intended atmosphere and setting, but does not fully realize the most demanding aspects of the original creative vision.\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,
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+ },
+ "soft_scores": {
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+ "TA": 2.515625,
+ "MQ": 2.953125,
+ "Overall": 7.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide shot that slowly pans forward, capturing a cavernous chamber with a massive underground power station frozen in time. It envisions massive, silent turbines with cold steel surfaces and delicate, writhing layers of frost, intricate ice formations catching light, a lone engineer silhouetted against a distant work lamp in heavy overalls examining brass gauges shrouded in haze, a single bare bulb as the sole light source, and deep, inky shadows dancing across the vast, frozen machinery to convey desolate silence and cold, forgotten grandeur.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals are coherent but mid-range in clarity. The resolution is adequate and atmospheric haze plus lighting contribute to mood, yet fine details remain somewhat soft and some textures appear less distinct. The imagery maintains consistent lighting and color grading, with no obvious distortions or artifacts, resulting in a solid but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a low-angle perspective, expansive cavern-like setting, visible industrial machinery, and a solitary figure. However, certain aspects are only partially realized: the dramatic black-and-white contrast and the specific emphasis on massive, silent turbines are not fully conveyed, while the depiction of the frozen environment and the intricate ice details is present but not always crisply defined. Overall, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the machinery appears structurally coherent, the lighting and shadows align with a single light source, and the interactions between the figure and equipment feel believable within the setting. There are no evident violations of basic physics or common-sense expectations, though some minor ambiguities in scale and texture prevent a higher level of realism.\n\nOverall assessment:\nThe video demonstrates competent technical execution with a balanced, mid-range performance across all three dimensions. It communicates the intended atmosphere and setting, but does not fully realize the most demanding aspects of the original creative vision.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, extreme wide-angle lens slowly pans forward, capturing a scene reminiscent of the dramatic black-and-white contrast of an Old Master painting. We are in a vast, cavernous chamber carved from rough rock, housing a massive underground power station, frozen in time. Dominating the space are massive, silent turbines, their cold steel surfaces coated in a delicate, writhing layer of frost. Intricate icicles sparkle like scattered diamonds wherever they catch the light. A lone engineer, silhouetted against a distant work lamp in heavy overalls, leans forward to carefully examine a row of gleaming brass gauges shrouded in a thick haze. The sole source of light is a bare bulb, which flickers intermittently, causing deep, inky shadows to writhe and dance across the vast, frozen machinery, creating a profound atmosphere of desolate silence and cold, forgotten grandeur.",
+ "seed": 8155,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000327/group_8/index_9819_seed_8155_dp_17_rank_34_sample_3_slot_1.mp4",
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 9.4375,
+ "avg": 9.4375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, extreme wide-angle lens slowly pans forward, capturing a scene reminiscent of the dramatic black-and-white contrast of an Old Master painting. We are in a vast, cavernous chamber carved from rough rock, housing a massive underground power station, frozen in time. Dominating the space are massive, silent turbines, their cold steel surfaces coated in a delicate, writhing layer of frost. Intricate icicles sparkle like scattered diamonds wherever they catch the light. A lone engineer, silhouetted against a distant work lamp in heavy overalls, leans forward to carefully examine a row of gleaming brass gauges shrouded in a thick haze. The sole source of light is a bare bulb, which flickers intermittently, causing deep, inky shadows to writhe and dance across the vast, frozen machinery, creating a profound atmosphere of desolate silence and cold, forgotten grandeur.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide shot that slowly pans forward, capturing a cavernous chamber with a massive underground power station frozen in time. It features massive silent turbines with cold steel surfaces and delicate, writhing layers of frost, intricate ice formations catching light, a lone engineer silhouetted against a distant work lamp in heavy overalls examining brass gauges shrouded in haze, a single bare bulb as the sole light source, and a desolate, cold atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in background areas. The lighting remains consistent across shots, with warm tones from the lamp contrasting with cooler ambient hues. There are no major distortions or artifacts, and the sequence appears stable without abrupt changes. The imagery conveys atmosphere effectively, but fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the cavernous setting, the presence of a lone figure, and the general mood described. However, several specific prompt elements are not clearly realized: the exact low-angle, extreme wide pan is not evident, the black-and-white dramatic contrast is not present, and the precise examination of brass gauges by the engineer is not clearly depicted. Despite these gaps, the core narrative and visual intent align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and material interactions within a believable industrial setting. There are no obvious physics violations, though some minor inconsistencies in scale or interaction cues prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.078125,
+ "MQ": 3.3125,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide shot that slowly pans forward, capturing a cavernous chamber with a massive underground power station frozen in time. It features massive silent turbines with cold steel surfaces and delicate, writhing layers of frost, intricate ice formations catching light, a lone engineer silhouetted against a distant work lamp in heavy overalls examining brass gauges shrouded in haze, a single bare bulb as the sole light source, and a desolate, cold atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in background areas. The lighting remains consistent across shots, with warm tones from the lamp contrasting with cooler ambient hues. There are no major distortions or artifacts, and the sequence appears stable without abrupt changes. The imagery conveys atmosphere effectively, but fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the cavernous setting, the presence of a lone figure, and the general mood described. However, several specific prompt elements are not clearly realized: the exact low-angle, extreme wide pan is not evident, the black-and-white dramatic contrast is not present, and the precise examination of brass gauges by the engineer is not clearly depicted. Despite these gaps, the core narrative and visual intent align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and material interactions within a believable industrial setting. There are no obvious physics violations, though some minor inconsistencies in scale or interaction cues prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A ball rolls off the table.-1.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A ball rolls off the table.-1.mp4
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diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A beige lion changes from big to small.-1.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A beige lion changes from big to small.-1.mp4
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diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A beige tiger is in front of a tree, then the tiger moves to the left of the tree.-0.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A beige tiger is in front of a tree, then the tiger moves to the left of the tree.-0.mp4
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diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A black drone and a blue drone are floating in the air.-0.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A black drone and a blue drone are floating in the air.-0.mp4
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diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A brown bear is running.-0.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A brown bear is running.-0.mp4
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diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A brown dog is on the left of an apple, then the dog moves to the right of the apple.-0.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A brown dog is on the left of an apple, then the dog moves to the right of the apple.-0.mp4
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diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A car speeds along a winding mountain road, with trees rapidly passing by.-1.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Instance_Preservation/A car speeds along a winding mountain road, with trees rapidly passing by.-1.mp4
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