diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_13/index_tensor([6493, 6493])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_13/index_tensor([6493, 6493])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..685dcdd0cfe1a06cbaee233c35efd988d233ddf7
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_13/index_tensor([6493, 6493])_group_13_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 slow, steady drone pan around a majestic ancient pagoda perched atop a mist-shrouded mountain, with a sunset palette and weathered bluish-gray brick, rough textures, and ancient bronze bells. The description remains consistent with the visuals overall.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with clear architectural details and a cohesive color palette. The pagoda’s structure reads well, and the lighting establishes a warm, atmospheric mood. There are no major distortions or artifacts, and the sequence maintains stable framing. 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 follows the prompt: a slow drone-like pan around a multi-story pagoda with traditional detailing, set against a misty mountain backdrop and warm sunset tones. The bluish-gray weathering and visible textures match the description, and the scene conveys the intended mood. Some nuanced elements—such as the precise motion dynamics and the integration of subtle environmental cues—are not perfectly realized, resulting in strong but not flawless alignment (roughly 4/5).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the pagoda sits stably on the terrain, lighting and shadows follow a coherent logic, and the environment behaves consistently with real-world expectations. Minor inconsistencies may exist in fine-grained shading or perspective during the pan, but they do not undermine overall realism. This supports a 4/5 assessment for Physical/Common-sense Consistency.\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": 3.25,
+ "TA": 4.1875,
+ "MQ": 4.0,
+ "Overall": 11.4375
+ }
+ }
+ ],
+ "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, steady drone pan around a majestic ancient pagoda perched atop a mist-shrouded mountain, with a sunset palette and weathered bluish-gray brick, rough textures, and ancient bronze bells. The description remains consistent with the visuals overall.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with clear architectural details and a cohesive color palette. The pagoda’s structure reads well, and the lighting establishes a warm, atmospheric mood. There are no major distortions or artifacts, and the sequence maintains stable framing. 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 follows the prompt: a slow drone-like pan around a multi-story pagoda with traditional detailing, set against a misty mountain backdrop and warm sunset tones. The bluish-gray weathering and visible textures match the description, and the scene conveys the intended mood. Some nuanced elements—such as the precise motion dynamics and the integration of subtle environmental cues—are not perfectly realized, resulting in strong but not flawless alignment (roughly 4/5).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the pagoda sits stably on the terrain, lighting and shadows follow a coherent logic, and the environment behaves consistently with real-world expectations. Minor inconsistencies may exist in fine-grained shading or perspective during the pan, but they do not undermine overall realism. This supports a 4/5 assessment for Physical/Common-sense Consistency.\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": "slow, steady drone pans gracefully around a majestic ancient pagoda, perched atop a mist-shrouded mountain. The setting sun sinks into the distant mountains, painting the sky a warm gradient of gold and deep orange. Its low-angled light sweeps across the pagoda like a layer of flowing honey. The multi-story pagoda is constructed of weathered, bluish-gray brick. The rough texture, minute cracks, and scattered wisps of verdant moss in the sidelight give it a sculptural, three-dimensional quality. The camera pans across the delicate eaves and brackets. Ancient bronze bells hang from the eaves, still in the breeze, gleaming with the last rays of the setting sun. As the camera pans, the tower's long shadow slowly shifts across the hillside, permeating the entire scene with a solemn, tranquil, and timeless atmosphere, expressed in warm, deep tones.",
+ "seed": 27063,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_13/index_6493_seed_27063_dp_26_rank_52_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.953125,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 10.625,
+ "avg": 10.640625,
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+ "question_id": "videoscore2_overall",
+ "question": "slow, steady drone pans gracefully around a majestic ancient pagoda, perched atop a mist-shrouded mountain. The setting sun sinks into the distant mountains, painting the sky a warm gradient of gold and deep orange. Its low-angled light sweeps across the pagoda like a layer of flowing honey. The multi-story pagoda is constructed of weathered, bluish-gray brick. The rough texture, minute cracks, and scattered wisps of verdant moss in the sidelight give it a sculptural, three-dimensional quality. The camera pans across the delicate eaves and brackets. Ancient bronze bells hang from the eaves, still in the breeze, gleaming with the last rays of the setting sun. As the camera pans, the tower's long shadow slowly shifts across the hillside, permeating the entire scene with a solemn, tranquil, and timeless atmosphere, expressed in warm, deep tones.",
+ "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, steady drone pan around a majestic ancient pagoda perched atop a mist-shrouded mountain, with a sunset painting the sky in warm gold/orange hues, and weathered bluish-gray brick with mossy details. The video largely follows this arc, but several atmospheric and surface-texture specifics are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear architectural details, but there are occasional soft areas and mild compression artifacts that reduce sharpness. The motion remains smooth and the camera path is stable, yet some frames exhibit slight color inconsistencies or noise, preventing a higher rating. Lighting is generally consistent with warm sunset tones, though a few frames show minor exposure variation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements—drone-like orbit around a multi-story pagoda, perched on elevated terrain, visible mist in the background, warm sunset lighting, and the bluish-gray weathered brick—are present. However, certain atmospheric nuances (mist density, depth cues, and the exact interplay of light with moss and weathering) are not perfectly matched, leaving small gaps between description and depiction.\n\nPhysical/Common-sense Consistency:\nPhysical realism is solid (score 4). The pagoda’s structure appears plausible, with believable proportions and material behavior under sunset lighting. There are no obvious physics violations; shadows and perspective stay coherent across frames. Minor refinements could improve subtle lighting interactions and aging textures, but the overall physical consistency remains strong.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.953125,
+ "MQ": 3.484375,
+ "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, steady drone pan around a majestic ancient pagoda perched atop a mist-shrouded mountain, with a sunset painting the sky in warm gold/orange hues, and weathered bluish-gray brick with mossy details. The video largely follows this arc, but several atmospheric and surface-texture specifics are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear architectural details, but there are occasional soft areas and mild compression artifacts that reduce sharpness. The motion remains smooth and the camera path is stable, yet some frames exhibit slight color inconsistencies or noise, preventing a higher rating. Lighting is generally consistent with warm sunset tones, though a few frames show minor exposure variation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements—drone-like orbit around a multi-story pagoda, perched on elevated terrain, visible mist in the background, warm sunset lighting, and the bluish-gray weathered brick—are present. However, certain atmospheric nuances (mist density, depth cues, and the exact interplay of light with moss and weathering) are not perfectly matched, leaving small gaps between description and depiction.\n\nPhysical/Common-sense Consistency:\nPhysical realism is solid (score 4). The pagoda’s structure appears plausible, with believable proportions and material behavior under sunset lighting. There are no obvious physics violations; shadows and perspective stay coherent across frames. Minor refinements could improve subtle lighting interactions and aging textures, but the overall physical consistency remains strong.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 27064,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_13/index_6493_seed_27064_dp_27_rank_54_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 3.40625,
+ "video_score2_overall": 10.5,
+ "avg": 10.453125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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, steady drone pan around a majestic ancient pagoda perched atop a mist-shrouded mountain, with a sunset painting the sky in warm gold/orange hues, and weathered bluish-gray brick with mossy details. The video largely follows this arc, but several atmospheric and surface-texture specifics are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and legibility of architectural features, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. The motion remains smooth and the sequence is coherent, yet some frames exhibit slight exposure or color inconsistencies under the dramatic lighting. The result is acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements—drone-like orbit around a multi-story pagoda, perched on elevated terrain, warm sunset lighting, and visible weathering—are present. However, certain atmospheric nuances (mist density, exact sky gradient) and fine-grained surface textures (moss distribution, subtle crack patterns) are not perfectly matched, leaving room for improvement while preserving the overall fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). The scene generally respects plausible lighting, scale, and material behavior, but there are minor inconsistencies in shadows, perspective, and environmental interaction that prevent a higher score. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 4.0,
+ "MQ": 3.40625,
+ "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 slow, steady drone pan around a majestic ancient pagoda perched atop a mist-shrouded mountain, with a sunset painting the sky in warm gold/orange hues, and weathered bluish-gray brick with mossy details. The video largely follows this arc, but several atmospheric and surface-texture specifics are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and legibility of architectural features, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. The motion remains smooth and the sequence is coherent, yet some frames exhibit slight exposure or color inconsistencies under the dramatic lighting. The result is acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements—drone-like orbit around a multi-story pagoda, perched on elevated terrain, warm sunset lighting, and visible weathering—are present. However, certain atmospheric nuances (mist density, exact sky gradient) and fine-grained surface textures (moss distribution, subtle crack patterns) are not perfectly matched, leaving room for improvement while preserving the overall fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). The scene generally respects plausible lighting, scale, and material behavior, but there are minor inconsistencies in shadows, perspective, and environmental interaction that prevent a higher score. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, steady drone pans gracefully around a majestic ancient pagoda, perched atop a mist-shrouded mountain. The setting sun sinks into the distant mountains, painting the sky a warm gradient of gold and deep orange. Its low-angled light sweeps across the pagoda like a layer of flowing honey. The multi-story pagoda is constructed of weathered, bluish-gray brick. The rough texture, minute cracks, and scattered wisps of verdant moss in the sidelight give it a sculptural, three-dimensional quality. The camera pans across the delicate eaves and brackets. Ancient bronze bells hang from the eaves, still in the breeze, gleaming with the last rays of the setting sun. As the camera pans, the tower's long shadow slowly shifts across the hillside, permeating the entire scene with a solemn, tranquil, and timeless atmosphere, expressed in warm, deep tones.",
+ "seed": 27065,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_13/index_6493_seed_27065_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": 3.484375,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 3.515625,
+ "video_score2_overall": 11.0,
+ "avg": 11.0,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slow, steady drone pans gracefully around a majestic ancient pagoda, perched atop a mist-shrouded mountain. The setting sun sinks into the distant mountains, painting the sky a warm gradient of gold and deep orange. Its low-angled light sweeps across the pagoda like a layer of flowing honey. The multi-story pagoda is constructed of weathered, bluish-gray brick. The rough texture, minute cracks, and scattered wisps of verdant moss in the sidelight give it a sculptural, three-dimensional quality. The camera pans across the delicate eaves and brackets. Ancient bronze bells hang from the eaves, still in the breeze, gleaming with the last rays of the setting sun. As the camera pans, the tower's long shadow slowly shifts across the hillside, permeating the entire scene with a solemn, tranquil, and timeless atmosphere, expressed in warm, deep tones.",
+ "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 slow, steady drone pan around a majestic ancient pagoda perched atop a mist-shrouded mountain, with a sunset painting the sky in warm gold/orange hues, low-angle lighting sweeping across the pagoda like flowing honey, a multi-story pagoda constructed of weathered bluish-gray brick, rough texture with minute cracks and scattered wisps of verdant moss in the sidelight giving it a sculptural, three-dimensional quality, camera pans across delicate eaves and brackets, ancient bronze bells hanging from the eaves, a long shadow moving across the hillside, and a solemn, tranquil, timeless atmosphere in warm, deep tones.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear architectural details, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable with smooth transitions, and the golden-hour lighting is convincingly rendered, though not flawless. The pagoda’s bluish-gray brickwork and weathering are visible, and the composition maintains depth and dimensionality. The motion is generally smooth, with no major distortions, but some frames exhibit subtle inconsistencies that keep the overall quality at a mid level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a slow, steady drone-like pan around a multi-story pagoda perched on a misty mountain, warm sunset tones, and the described atmospheric mood. The bluish-gray brick, weathered textures, and the presence of ancient bronze bells are well represented. Some finer details—such as exact crack patterns or moss distribution—are present but not exhaustively detailed, which slightly tempers perfection while preserving solid alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible physics: the pagoda sits stably on the terrain, lighting and shadows align with a sunset scenario, and the structural proportions appear reasonable. There are no glaring violations of common-sense physics, though minor inconsistencies in scale or lighting nuances may be perceptible upon close inspection.\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": 3.484375,
+ "TA": 4.0,
+ "MQ": 3.515625,
+ "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 slow, steady drone pan around a majestic ancient pagoda perched atop a mist-shrouded mountain, with a sunset painting the sky in warm gold/orange hues, low-angle lighting sweeping across the pagoda like flowing honey, a multi-story pagoda constructed of weathered bluish-gray brick, rough texture with minute cracks and scattered wisps of verdant moss in the sidelight giving it a sculptural, three-dimensional quality, camera pans across delicate eaves and brackets, ancient bronze bells hanging from the eaves, a long shadow moving across the hillside, and a solemn, tranquil, timeless atmosphere in warm, deep tones.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear architectural details, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable with smooth transitions, and the golden-hour lighting is convincingly rendered, though not flawless. The pagoda’s bluish-gray brickwork and weathering are visible, and the composition maintains depth and dimensionality. The motion is generally smooth, with no major distortions, but some frames exhibit subtle inconsistencies that keep the overall quality at a mid level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a slow, steady drone-like pan around a multi-story pagoda perched on a misty mountain, warm sunset tones, and the described atmospheric mood. The bluish-gray brick, weathered textures, and the presence of ancient bronze bells are well represented. Some finer details—such as exact crack patterns or moss distribution—are present but not exhaustively detailed, which slightly tempers perfection while preserving solid alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible physics: the pagoda sits stably on the terrain, lighting and shadows align with a sunset scenario, and the structural proportions appear reasonable. There are no glaring violations of common-sense physics, though minor inconsistencies in scale or lighting nuances may be perceptible upon close inspection.\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-window3/rl_samples/0000000/group_14/index_tensor([3819, 3819])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_14/index_tensor([3819, 3819])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c41b55dd4d9d07ab291069319f67aff51778fd30
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_14/index_tensor([3819, 3819])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 25739,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_14/index_3819_seed_25739_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": 3.015625,
+ "video_score2_ta": 3.78125,
+ "video_score2_mq": 3.515625,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a stark, minimalist artistic style, a wide shot opens with the camera panning slowly and steadily to the right, tracking the raw, elemental force of a flash flood. A raging, slate-gray torrent of water, thick with mud and debris, surges through the narrow confines of a desolate canyon, whose steep, geometric walls of dark, damp rock are rendered in a desaturated and muted palette. The camera continues in a deliberate pan, tilting slightly upward to reveal a high, flat ledge jutting out from the cliff face. Here, the solitary figure of Mathias stands completely still, his form a stark, black silhouette against the chaotic, bubbling water far below. His posture is stiff and sharp, his shoulders squared, his tall frame set against the devastation. Against the flat, unforgiving light of the overcast sky, his facial features are completely lost in deep shadow, rendering his expression completely unreadable as he silently and motionlessly watches the disaster unfold, creating a powerful and unsettling atmosphere of detached witness.",
+ "token_credit_reward": 10.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stark, minimalist artistic style with a wide shot opening, a slow rightward pan, and a depiction of a flash flood's raw, elemental force. It envisions a raging, slate-gray torrent through a desolate canyon with steep, dark rock walls, a desaturated palette, a solitary figure on a high ledge, and an overcast sky that renders the figure as a dark silhouette against the chaos, conveying a powerful, unsettling mood of detached witness.\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 water and distant background. There are no major distortions or artifacts, and color grading remains consistent with a muted, desaturated look. The sequence appears stable with smooth transitions, though fine details remain lacking due to the overall softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide shot, a rightward pan, a turbulent flood scene with a desolate canyon, a solitary figure on a high ledge, and a desaturated palette. The mood and composition align well with the intended minimalist aesthetic. Minor deviations exist in the exact pose and timing of the figure’s stance, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Water dynamics and environmental interactions feel plausible within the scene, and the scale relationships between the figure, rocks, and water appear reasonable. Some subtle inconsistencies in motion cues or lighting may be present, but they do not undermine the overall believability of the scenario.\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": 3.015625,
+ "TA": 3.78125,
+ "MQ": 3.515625,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stark, minimalist artistic style with a wide shot opening, a slow rightward pan, and a depiction of a flash flood's raw, elemental force. It envisions a raging, slate-gray torrent through a desolate canyon with steep, dark rock walls, a desaturated palette, a solitary figure on a high ledge, and an overcast sky that renders the figure as a dark silhouette against the chaos, conveying a powerful, unsettling mood of detached witness.\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 water and distant background. There are no major distortions or artifacts, and color grading remains consistent with a muted, desaturated look. The sequence appears stable with smooth transitions, though fine details remain lacking due to the overall softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide shot, a rightward pan, a turbulent flood scene with a desolate canyon, a solitary figure on a high ledge, and a desaturated palette. The mood and composition align well with the intended minimalist aesthetic. Minor deviations exist in the exact pose and timing of the figure’s stance, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Water dynamics and environmental interactions feel plausible within the scene, and the scale relationships between the figure, rocks, and water appear reasonable. Some subtle inconsistencies in motion cues or lighting may be present, but they do not undermine the overall believability of the scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a stark, minimalist artistic style, a wide shot opens with the camera panning slowly and steadily to the right, tracking the raw, elemental force of a flash flood. A raging, slate-gray torrent of water, thick with mud and debris, surges through the narrow confines of a desolate canyon, whose steep, geometric walls of dark, damp rock are rendered in a desaturated and muted palette. The camera continues in a deliberate pan, tilting slightly upward to reveal a high, flat ledge jutting out from the cliff face. Here, the solitary figure of Mathias stands completely still, his form a stark, black silhouette against the chaotic, bubbling water far below. His posture is stiff and sharp, his shoulders squared, his tall frame set against the devastation. Against the flat, unforgiving light of the overcast sky, his facial features are completely lost in deep shadow, rendering his expression completely unreadable as he silently and motionlessly watches the disaster unfold, creating a powerful and unsettling atmosphere of detached witness.",
+ "seed": 25740,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_14/index_3819_seed_25740_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": 3.140625,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.515625,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a stark, minimalist artistic style, a wide shot opens with the camera panning slowly and steadily to the right, tracking the raw, elemental force of a flash flood. A raging, slate-gray torrent of water, thick with mud and debris, surges through the narrow confines of a desolate canyon, whose steep, geometric walls of dark, damp rock are rendered in a desaturated and muted palette. The camera continues in a deliberate pan, tilting slightly upward to reveal a high, flat ledge jutting out from the cliff face. Here, the solitary figure of Mathias stands completely still, his form a stark, black silhouette against the chaotic, bubbling water far below. His posture is stiff and sharp, his shoulders squared, his tall frame set against the devastation. Against the flat, unforgiving light of the overcast sky, his facial features are completely lost in deep shadow, rendering his expression completely unreadable as he silently and motionlessly watches the disaster unfold, creating a powerful and unsettling atmosphere of detached witness.",
+ "token_credit_reward": 10.3125,
+ "selected_reward": 10.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stark, minimalist artistic style with a wide shot opening, a slow rightward pan, and a focus on a flash flood's raw, elemental force. It envisions a raging, slate-gray torrent through a desolate canyon with steep, dark rock walls, a desaturated palette, a solitary figure on a high ledge, and an overcast sky that renders the figure as a stark silhouette watching the disaster unfold.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the landscape, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity look. The sequence remains coherent, with consistent lighting and color grading, though some frames exhibit slight exposure variation. The water effects and mist contribute to atmosphere, yet they do not reach exceptional sharpness or polish throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide, left-to-right pan, a desolate canyon setting, a raging water scene with debris, a solitary figure on a high ledge, and a bleak, overcast mood. The composition and pacing align well with the described sequence, and the silhouette against the turbulent backdrop reinforces the intended contrast. Minor deviations exist in fine-grained details such as exact pose timing or subtle environmental interactions, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Water dynamics and environmental interactions are generally plausible, with believable spray, mist, and scale relationships. However, there are small inconsistencies in how debris moves and how the figure interacts with the wind and spray, which prevents a higher level of realism. Overall, the scene maintains credible physical behavior without major violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "MQ": 3.515625,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stark, minimalist artistic style with a wide shot opening, a slow rightward pan, and a focus on a flash flood's raw, elemental force. It envisions a raging, slate-gray torrent through a desolate canyon with steep, dark rock walls, a desaturated palette, a solitary figure on a high ledge, and an overcast sky that renders the figure as a stark silhouette watching the disaster unfold.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the landscape, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity look. The sequence remains coherent, with consistent lighting and color grading, though some frames exhibit slight exposure variation. The water effects and mist contribute to atmosphere, yet they do not reach exceptional sharpness or polish throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide, left-to-right pan, a desolate canyon setting, a raging water scene with debris, a solitary figure on a high ledge, and a bleak, overcast mood. The composition and pacing align well with the described sequence, and the silhouette against the turbulent backdrop reinforces the intended contrast. Minor deviations exist in fine-grained details such as exact pose timing or subtle environmental interactions, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Water dynamics and environmental interactions are generally plausible, with believable spray, mist, and scale relationships. However, there are small inconsistencies in how debris moves and how the figure interacts with the wind and spray, which prevents a higher level of realism. Overall, the scene maintains credible physical behavior without major violations.\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": 25741,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_14/index_3819_seed_25741_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 3.53125,
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+ "video_score2_overall": 9.625,
+ "avg": 9.59375,
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+ "question": "In a stark, minimalist artistic style, a wide shot opens with the camera panning slowly and steadily to the right, tracking the raw, elemental force of a flash flood. A raging, slate-gray torrent of water, thick with mud and debris, surges through the narrow confines of a desolate canyon, whose steep, geometric walls of dark, damp rock are rendered in a desaturated and muted palette. The camera continues in a deliberate pan, tilting slightly upward to reveal a high, flat ledge jutting out from the cliff face. Here, the solitary figure of Mathias stands completely still, his form a stark, black silhouette against the chaotic, bubbling water far below. His posture is stiff and sharp, his shoulders squared, his tall frame set against the devastation. Against the flat, unforgiving light of the overcast sky, his facial features are completely lost in deep shadow, rendering his expression completely unreadable as he silently and motionlessly watches the disaster unfold, creating a powerful and unsettling atmosphere of detached witness.",
+ "token_credit_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stark, minimalist artistic style with a wide shot opening, a slow rightward pan, and a depiction of a flash flood in a desolate canyon. It calls for a raging, muddy gray stream, steep dark rock walls, a solitary figure on a high ledge, and an overcast sky, with the figure appearing as a dark silhouette watching the disaster. The overall mood should be one of detached witnessing amid devastation.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some blur, especially in the water and distant background. Water effects appear somewhat artificial or stylized rather than fully photorealistic. The color grading remains desaturated and muted, consistent with the prompt. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not highly realistic.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: wide shot, slow rightward pan, a raging muddy stream, desolate canyon setting, a solitary figure on a high ledge, and an overcast sky. The figure is rendered as a dark silhouette, and the scene conveys a sense of detached observation. Some minor deviations exist in the exact pose and timing of the pan, but these do not significantly detract from the alignment.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). The water dynamics are stylized rather than strictly physically accurate, with some artificial foam and spray that reduces realism. The figure’s placement and scale relative to the landscape is plausible, and lighting/shadows align with the overcast environment. While the scene communicates the intended drama, it does not fully adhere to real-world physics.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 3.53125,
+ "MQ": 3.375,
+ "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 stark, minimalist artistic style with a wide shot opening, a slow rightward pan, and a depiction of a flash flood in a desolate canyon. It calls for a raging, muddy gray stream, steep dark rock walls, a solitary figure on a high ledge, and an overcast sky, with the figure appearing as a dark silhouette watching the disaster. The overall mood should be one of detached witnessing amid devastation.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some blur, especially in the water and distant background. Water effects appear somewhat artificial or stylized rather than fully photorealistic. The color grading remains desaturated and muted, consistent with the prompt. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not highly realistic.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: wide shot, slow rightward pan, a raging muddy stream, desolate canyon setting, a solitary figure on a high ledge, and an overcast sky. The figure is rendered as a dark silhouette, and the scene conveys a sense of detached observation. Some minor deviations exist in the exact pose and timing of the pan, but these do not significantly detract from the alignment.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). The water dynamics are stylized rather than strictly physically accurate, with some artificial foam and spray that reduces realism. The figure’s placement and scale relative to the landscape is plausible, and lighting/shadows align with the overcast environment. While the scene communicates the intended drama, it does not fully adhere to real-world physics.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a stark, minimalist artistic style, a wide shot opens with the camera panning slowly and steadily to the right, tracking the raw, elemental force of a flash flood. A raging, slate-gray torrent of water, thick with mud and debris, surges through the narrow confines of a desolate canyon, whose steep, geometric walls of dark, damp rock are rendered in a desaturated and muted palette. The camera continues in a deliberate pan, tilting slightly upward to reveal a high, flat ledge jutting out from the cliff face. Here, the solitary figure of Mathias stands completely still, his form a stark, black silhouette against the chaotic, bubbling water far below. His posture is stiff and sharp, his shoulders squared, his tall frame set against the devastation. Against the flat, unforgiving light of the overcast sky, his facial features are completely lost in deep shadow, rendering his expression completely unreadable as he silently and motionlessly watches the disaster unfold, creating a powerful and unsettling atmosphere of detached witness.",
+ "seed": 25742,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_14/index_3819_seed_25742_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": 3.0625,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 9.6875,
+ "avg": 9.6875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a stark, minimalist artistic style, a wide shot opens with the camera panning slowly and steadily to the right, tracking the raw, elemental force of a flash flood. A raging, slate-gray torrent of water, thick with mud and debris, surges through the narrow confines of a desolate canyon, whose steep, geometric walls of dark, damp rock are rendered in a desaturated and muted palette. The camera continues in a deliberate pan, tilting slightly upward to reveal a high, flat ledge jutting out from the cliff face. Here, the solitary figure of Mathias stands completely still, his form a stark, black silhouette against the chaotic, bubbling water far below. His posture is stiff and sharp, his shoulders squared, his tall frame set against the devastation. Against the flat, unforgiving light of the overcast sky, his facial features are completely lost in deep shadow, rendering his expression completely unreadable as he silently and motionlessly watches the disaster unfold, creating a powerful and unsettling atmosphere of detached witness.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
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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 stark, minimalist artistic style with a wide shot opening, a slow rightward pan, and a depiction of a flash flood in a desolate canyon. It envisions a solitary figure (Mathias) standing as a dark silhouette against turbulent water, under flat, overcast lighting, conveying a powerful, unsettling mood of detached witness.\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 background elements. Water effects and mist are present but not razor-sharp, and there are occasional compression artifacts that reduce fine detail. The sequence remains coherent and stable, with no major distortions or abrupt changes, though the image clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video adopts a wide, desolate setting with a left-to-right pan and a prominent water scene that conveys the intended mood. The solitary figure appears as a dark silhouette against the water, and the composition supports the described narrative. Some minor deviations exist: the exact pose of the figure is not perfectly rigid, and the facial details remain largely obscured by shadow, which slightly reduces precision in matching the prompt’s emphasis on facial visibility. Nevertheless, the core elements—setting, mood, and tracking motion—are well captured.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: water dynamics, rock formations, and scale relationships feel believable, and the interaction between the figure and the environment reads coherently. There are no glaring violations of common sense, though a few micro-details could be refined for higher 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": 3.0625,
+ "TA": 2.96875,
+ "MQ": 3.65625,
+ "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 a stark, minimalist artistic style with a wide shot opening, a slow rightward pan, and a depiction of a flash flood in a desolate canyon. It envisions a solitary figure (Mathias) standing as a dark silhouette against turbulent water, under flat, overcast lighting, conveying a powerful, unsettling mood of detached witness.\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 background elements. Water effects and mist are present but not razor-sharp, and there are occasional compression artifacts that reduce fine detail. The sequence remains coherent and stable, with no major distortions or abrupt changes, though the image clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video adopts a wide, desolate setting with a left-to-right pan and a prominent water scene that conveys the intended mood. The solitary figure appears as a dark silhouette against the water, and the composition supports the described narrative. Some minor deviations exist: the exact pose of the figure is not perfectly rigid, and the facial details remain largely obscured by shadow, which slightly reduces precision in matching the prompt’s emphasis on facial visibility. Nevertheless, the core elements—setting, mood, and tracking motion—are well captured.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: water dynamics, rock formations, and scale relationships feel believable, and the interaction between the figure and the environment reads coherently. There are no glaring violations of common sense, though a few micro-details could be refined for higher realism.\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-window3/rl_samples/0000000/group_2/index_tensor([3698, 3698])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_2/index_tensor([3698, 3698])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..85d7c3439246faf9582cc5bb900c57a09935f2ac
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_2/index_tensor([3698, 3698])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ã‚´ã‚´ã‚´ã‚´\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.",
+ "seed": 1481,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_2/index_3698_seed_1481_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.75,
+ "avg": 9.75,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ã‚´ã‚´ã‚´ã‚´\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.",
+ "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 strikingly low-angle, static foreground shot featuring a massive Amazonian centipede with a purple/blue carapace, bright yellow-tipped legs, and a dramatic pose with extended mandibles. The background includes materialized Japanese onomatopoeia and an unnatural high-contrast lighting setup that emphasizes the creature's menacing presence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the centipede, but there are occasional minor artifacts and slight inconsistencies in lighting and texture across frames. The metallic sheen and color palette are present, yet some frames exhibit mild blur or compression effects that prevent a higher-fidelity impression. The sequence remains coherent, but it does not reach high-end visual 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, static foreground composition; a large, detailed centipede with purple/blue carapace and yellow-tipped legs; dramatic lighting and extended mandibles; and the presence of Japanese text in the background. The core concept and mood align well with the description, though a few nuanced details may be interpreted slightly differently, preventing a perfect match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and posing are broadly plausible for a stylized centipede, with coherent lighting and shadow behavior. However, some aspects—such as the exact interaction between the creature and the ground, the dynamics of the legs during a tense stance, and the precise scale cues—are not perfectly resolved, leaving room for minor inconsistencies in a real-world sense.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.375,
+ "TA": 3.328125,
+ "MQ": 3.046875,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly low-angle, static foreground shot featuring a massive Amazonian centipede with a purple/blue carapace, bright yellow-tipped legs, and a dramatic pose with extended mandibles. The background includes materialized Japanese onomatopoeia and an unnatural high-contrast lighting setup that emphasizes the creature's menacing presence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the centipede, but there are occasional minor artifacts and slight inconsistencies in lighting and texture across frames. The metallic sheen and color palette are present, yet some frames exhibit mild blur or compression effects that prevent a higher-fidelity impression. The sequence remains coherent, but it does not reach high-end visual 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, static foreground composition; a large, detailed centipede with purple/blue carapace and yellow-tipped legs; dramatic lighting and extended mandibles; and the presence of Japanese text in the background. The core concept and mood align well with the description, though a few nuanced details may be interpreted slightly differently, preventing a perfect match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and posing are broadly plausible for a stylized centipede, with coherent lighting and shadow behavior. However, some aspects—such as the exact interaction between the creature and the ground, the dynamics of the legs during a tense stance, and the precise scale cues—are not perfectly resolved, leaving room for minor inconsistencies in a real-world sense.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ã‚´ã‚´ã‚´ã‚´\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.",
+ "seed": 1482,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_2/index_3698_seed_1482_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": 3.109375,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.515625,
+ "video_score2_overall": 10.25,
+ "avg": 10.28125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ã‚´ã‚´ã‚´ã‚´\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
+ "frame_importance": [
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+ 0.18086360394954681
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+ "credit_map": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 strikingly low-angle, static foreground shot featuring a massive Amazonian centipede with a purple/blue carapace, bright yellow-tipped legs, and prominent mandibles, with the Japanese onomatopoeia \"ゴゴゴゴ\" hovering in the background. The scene is lit by an unnatural high-contrast light source, creating sharp shadows and a visually intense composition.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the lighting establishes strong contrast, contributing to a dramatic mood. The creature’s color palette—purple/blue carapace with yellow legs—reads clearly, and the glow effects around the text are present. However, there are occasional minor artifacts and slight inconsistencies in texture detail that prevent a perfect top-tier score. The motion remains reasonably smooth across the sequence, though a few frames show minor temporal jitter. In sum, visual quality is good and coherent, but not at the absolute peak.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The low-angle, static foreground framing is evident; the central creature dominates the frame; the purple/blue carapace and yellow legs are visible; the onomatopoeia \"ゴゴゴゴ\" appears in the background; the high-contrast lighting and dramatic shadows are present. Some details, such as the precise articulation of the legs and the exact timing of the creature’s pose, are not perfectly synchronized with every aspect of the description, but the alignment remains strong and coherent throughout.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and physics within a fantasy context. Proportions and joint mechanics are generally believable, and the lighting/shadows support depth and volume. There are no glaring violations of basic physical principles, though a few stylistic exaggerations (e.g., leg articulation speed or the intensity of glow) introduce mild deviations from strict realism. Overall, physical consistency is solid and consistent with a high-quality fantasy depiction.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "MQ": 3.515625,
+ "Overall": 10.25
+ }
+ }
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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 strikingly low-angle, static foreground shot featuring a massive Amazonian centipede with a purple/blue carapace, bright yellow-tipped legs, and prominent mandibles, with the Japanese onomatopoeia \"ゴゴゴゴ\" hovering in the background. The scene is lit by an unnatural high-contrast light source, creating sharp shadows and a visually intense composition.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the lighting establishes strong contrast, contributing to a dramatic mood. The creature’s color palette—purple/blue carapace with yellow legs—reads clearly, and the glow effects around the text are present. However, there are occasional minor artifacts and slight inconsistencies in texture detail that prevent a perfect top-tier score. The motion remains reasonably smooth across the sequence, though a few frames show minor temporal jitter. In sum, visual quality is good and coherent, but not at the absolute peak.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The low-angle, static foreground framing is evident; the central creature dominates the frame; the purple/blue carapace and yellow legs are visible; the onomatopoeia \"ゴゴゴゴ\" appears in the background; the high-contrast lighting and dramatic shadows are present. Some details, such as the precise articulation of the legs and the exact timing of the creature’s pose, are not perfectly synchronized with every aspect of the description, but the alignment remains strong and coherent throughout.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and physics within a fantasy context. Proportions and joint mechanics are generally believable, and the lighting/shadows support depth and volume. There are no glaring violations of basic physical principles, though a few stylistic exaggerations (e.g., leg articulation speed or the intensity of glow) introduce mild deviations from strict realism. Overall, physical consistency is solid and consistent with a high-quality fantasy depiction.\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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+ {
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+ "seed": 1483,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_2/index_3698_seed_1483_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 3.765625,
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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 strikingly low-angle, static foreground shot featuring a massive Amazonian centipede with a distinctive color palette and dramatic lighting. The creature is depicted with a purple/blue carapace, yellow-tipped legs, and prominent mandibles, set against a dark, high-contrast environment with floating Japanese text that reads \"ゴゴゴゴ.\" The overall aesthetic is intended to be intense and visually impactful.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good, with clear details on the creature and readable text, and the lighting creates strong contrast and atmosphere. However, there are occasional minor artifacts and slight inconsistencies in texture or edge definition that prevent a perfect top-tier score. Overall, the visuals are coherent and convincing, but not at the absolute peak of quality.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the low-angle composition, the massive central figure, the purple/blue carapace, yellow-tipped legs, and the prominent mandibles are all present. The background lighting and the presence of the floating text support the intended mood. While most elements match closely, a few small deviations in pose or emphasis prevent a perfect one-to-one correspondence. Overall, alignment is strong and faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nThe creature’s anatomy and motion feel plausible within a fantasy context, with believable leg articulation and a menacing stance. Some aspects rely on stylization and supernatural cues, which slightly reduce strict biological realism. The scene maintains internal coherence and communicates threat effectively, resulting in a moderate level of common-sense consistency.\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": 3.265625,
+ "TA": 3.765625,
+ "MQ": 3.71875,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a strikingly low-angle, static foreground shot featuring a massive Amazonian centipede with a distinctive color palette and dramatic lighting. The creature is depicted with a purple/blue carapace, yellow-tipped legs, and prominent mandibles, set against a dark, high-contrast environment with floating Japanese text that reads \"ゴゴゴゴ.\" The overall aesthetic is intended to be intense and visually impactful.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good, with clear details on the creature and readable text, and the lighting creates strong contrast and atmosphere. However, there are occasional minor artifacts and slight inconsistencies in texture or edge definition that prevent a perfect top-tier score. Overall, the visuals are coherent and convincing, but not at the absolute peak of quality.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the low-angle composition, the massive central figure, the purple/blue carapace, yellow-tipped legs, and the prominent mandibles are all present. The background lighting and the presence of the floating text support the intended mood. While most elements match closely, a few small deviations in pose or emphasis prevent a perfect one-to-one correspondence. Overall, alignment is strong and faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nThe creature’s anatomy and motion feel plausible within a fantasy context, with believable leg articulation and a menacing stance. Some aspects rely on stylization and supernatural cues, which slightly reduce strict biological realism. The scene maintains internal coherence and communicates threat effectively, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ã‚´ã‚´ã‚´ã‚´\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.",
+ "seed": 1484,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_2/index_3698_seed_1484_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 10.375,
+ "avg": 10.375,
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+ "question": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ã‚´ã‚´ã‚´ã‚´\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.",
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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 strikingly low-angle, static foreground shot featuring a massive Amazonian centipede with a purple/blue carapace, a dramatic body arch, and vivid yellow-tipped legs. The scene emphasizes a tense, predatory stance with oversized mandibles and a dark, high-contrast lighting setup that enhances the creature's menacing presence.\n\nVisual Quality Assessment:\nAcross the frames, the rendering shows solid detail and cohesive lighting, with convincing metallic reflections and leg articulation. The overall image quality is strong and consistent, and there are no obvious artifacts or distortions. However, the visuals do not reach the absolute pinnacle of realism; there are minor inconsistencies in texture micro-details and edge sharpness that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle composition, a prominent foreground subject, and a purple/blue carapace with yellow-tipped legs. Yet certain aspects are underrepresented or missing: the dramatic body arch described in the prompt is not strongly realized, and the background text/glyphs are not present. The result is a moderate alignment overall, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe anatomy and motion appear plausible within a fantasy context, with coherent lighting and believable interactions between the creature and its environment. While the depiction remains internally consistent, some exaggeration in scale and articulation is evident, which slightly tempers strict biological realism. Overall, Physical/Common-sense Consistency is rated 3/5.\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": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.671875,
+ "TA": 3.078125,
+ "MQ": 3.625,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a strikingly low-angle, static foreground shot featuring a massive Amazonian centipede with a purple/blue carapace, a dramatic body arch, and vivid yellow-tipped legs. The scene emphasizes a tense, predatory stance with oversized mandibles and a dark, high-contrast lighting setup that enhances the creature's menacing presence.\n\nVisual Quality Assessment:\nAcross the frames, the rendering shows solid detail and cohesive lighting, with convincing metallic reflections and leg articulation. The overall image quality is strong and consistent, and there are no obvious artifacts or distortions. However, the visuals do not reach the absolute pinnacle of realism; there are minor inconsistencies in texture micro-details and edge sharpness that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle composition, a prominent foreground subject, and a purple/blue carapace with yellow-tipped legs. Yet certain aspects are underrepresented or missing: the dramatic body arch described in the prompt is not strongly realized, and the background text/glyphs are not present. The result is a moderate alignment overall, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe anatomy and motion appear plausible within a fantasy context, with coherent lighting and believable interactions between the creature and its environment. While the depiction remains internally consistent, some exaggeration in scale and articulation is evident, which slightly tempers strict biological realism. Overall, Physical/Common-sense Consistency is rated 3/5.\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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_5/index_tensor([2550, 2550])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_5/index_tensor([2550, 2550])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a93bf26c31c98e515868eb7a57c2163239e481a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_5/index_tensor([2550, 2550])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.",
+ "seed": 24564,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_5/index_2550_seed_24564_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": 3.03125,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 9.1875,
+ "avg": 9.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.",
+ "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 static, low-angle, wide-angle shot capturing a vast field of tall, sun-bleached corn stalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate the dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent dusty atmosphere with a warm, golden palette. The resolution is adequate but not exceptionally sharp, and there is a noticeable haziness that reduces fine detail. Lighting remains stable, and the color grading supports the apocalyptic mood. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a wide field, corn stalks, and a pervasive dust storm with a harsh, oppressive atmosphere. However, some aspects are underrepresented: the dynamic, frenetic motion of the corn and the dramatic, hyper-realistic Unreal Engine rendering described in the prompt are not fully realized. The alignment is acceptable but not strong, reflecting a mid-level correspondence (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: wind-driven dust, corn stalks bending with the breeze, and coherent lighting and shadows. There are no evident violations of basic physics, and the environmental interactions feel believable. Overall, physical consistency is solid 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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+ "MQ": 3.203125,
+ "Overall": 9.1875
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot capturing a vast field of tall, sun-bleached corn stalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate the dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent dusty atmosphere with a warm, golden palette. The resolution is adequate but not exceptionally sharp, and there is a noticeable haziness that reduces fine detail. Lighting remains stable, and the color grading supports the apocalyptic mood. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a wide field, corn stalks, and a pervasive dust storm with a harsh, oppressive atmosphere. However, some aspects are underrepresented: the dynamic, frenetic motion of the corn and the dramatic, hyper-realistic Unreal Engine rendering described in the prompt are not fully realized. The alignment is acceptable but not strong, reflecting a mid-level correspondence (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: wind-driven dust, corn stalks bending with the breeze, and coherent lighting and shadows. There are no evident violations of basic physics, and the environmental interactions feel believable. Overall, physical consistency is solid 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"
+ ]
+ },
+ {
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+ "seed": 24565,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_5/index_2550_seed_24565_dp_10_rank_20_sample_1_slot_1.mp4",
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+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 3.0625,
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+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
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+ "question": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle wide shot of a vast field of tall sun bleached corn stalks, flapping violently in a chaotic dust storm. A massive billowing wall of thick ochre dust engulfs the landscape, creating an oppressive atmosphere. A soft directional light like that from a dying sun penetrates the dense cloud of particles, creating dramatic god rays that illuminate the dust and sand particles dancing in the air. Long stark shadows stretch and writhe across the ground, highlighting the corn's movement. Each stalk should be rendered in hyper realistic Unreal Engine style with realistic textures; dry brittle leaves pale yellow and tattered, whipping with force that shreds and tears. The scene should convey a symphony of controlled chaos with cinematic lighting and physically based rendering emphasizing the oppressive power of nature and the fragility of the harvest\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but persistent haziness and atmospheric effects reduce sharpness. The dust storm and lighting contribute to mood, yet fine details remain soft and some areas lack crispness. The sequence remains stable with no obvious distortions or artifacts, and the color palette stays consistent with warm dusty tones. The result is coherent and watchable, but not highly crisp or detailed.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a static low angle wide shot of a corn field with visible stalks and a prominent dust storm. The core elements of the prompt are captured, including the chaotic atmosphere, the oppressive mood, and the dynamic interaction between light and dust. Some nuanced aspects such as hyper realistic Unreal Engine style and the exact motion dynamics are not fully realized, but the main narrative and visual cues align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics for wind driven corn stalks and a dust storm, with believable interactions between light, dust, and vegetation. However there are minor inconsistencies in scale and motion intensity that prevent a higher level of realism. Overall the dynamics feel credible and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 3.0625,
+ "MQ": 3.640625,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle wide shot of a vast field of tall sun bleached corn stalks, flapping violently in a chaotic dust storm. A massive billowing wall of thick ochre dust engulfs the landscape, creating an oppressive atmosphere. A soft directional light like that from a dying sun penetrates the dense cloud of particles, creating dramatic god rays that illuminate the dust and sand particles dancing in the air. Long stark shadows stretch and writhe across the ground, highlighting the corn's movement. Each stalk should be rendered in hyper realistic Unreal Engine style with realistic textures; dry brittle leaves pale yellow and tattered, whipping with force that shreds and tears. The scene should convey a symphony of controlled chaos with cinematic lighting and physically based rendering emphasizing the oppressive power of nature and the fragility of the harvest\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but persistent haziness and atmospheric effects reduce sharpness. The dust storm and lighting contribute to mood, yet fine details remain soft and some areas lack crispness. The sequence remains stable with no obvious distortions or artifacts, and the color palette stays consistent with warm dusty tones. The result is coherent and watchable, but not highly crisp or detailed.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a static low angle wide shot of a corn field with visible stalks and a prominent dust storm. The core elements of the prompt are captured, including the chaotic atmosphere, the oppressive mood, and the dynamic interaction between light and dust. Some nuanced aspects such as hyper realistic Unreal Engine style and the exact motion dynamics are not fully realized, but the main narrative and visual cues align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics for wind driven corn stalks and a dust storm, with believable interactions between light, dust, and vegetation. However there are minor inconsistencies in scale and motion intensity that prevent a higher level of realism. Overall the dynamics feel credible and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.",
+ "seed": 24566,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_5/index_2550_seed_24566_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.625,
+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.",
+ "token_credit_reward": 9.8125,
+ "selected_reward": 9.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot of a vast field of tall, sun-bleached corn stalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate the dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable haziness and some loss of fine detail due to atmospheric effects. The warm, golden lighting remains consistent across shots, contributing to a cohesive mood. There are no major distortions or abrupt frame-to-frame changes, and the sequence maintains a steady visual narrative. However, the heavy haze and particle effects obscure texture details and reduce overall sharpness, preventing a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide field of corn stalks, a chaotic dust storm, and a dramatic, oppressive atmosphere. The lighting evokes a dying sun, and the scene conveys the intended mood and dynamics. Some aspects—such as the hyper-realistic Unreal Engine rendering and the explicit depiction of each stalk with its own texture—are not fully realized, but the main prompt components are well represented. The result reflects solid fidelity to the prompt with minor gaps in ultra-detailed realism.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The environmental interactions—corn stalks bending under wind, dust particles moving with plausible trajectories, and lighting/shadows aligning with the scene—are generally coherent. There are occasional minor inconsistencies in scale or timing of particle motion relative to the wind, which slightly detracts from perfect realism but does not break the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.328125,
+ "MQ": 3.625,
+ "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 static, low-angle, wide-angle shot of a vast field of tall, sun-bleached corn stalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate the dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable haziness and some loss of fine detail due to atmospheric effects. The warm, golden lighting remains consistent across shots, contributing to a cohesive mood. There are no major distortions or abrupt frame-to-frame changes, and the sequence maintains a steady visual narrative. However, the heavy haze and particle effects obscure texture details and reduce overall sharpness, preventing a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide field of corn stalks, a chaotic dust storm, and a dramatic, oppressive atmosphere. The lighting evokes a dying sun, and the scene conveys the intended mood and dynamics. Some aspects—such as the hyper-realistic Unreal Engine rendering and the explicit depiction of each stalk with its own texture—are not fully realized, but the main prompt components are well represented. The result reflects solid fidelity to the prompt with minor gaps in ultra-detailed realism.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The environmental interactions—corn stalks bending under wind, dust particles moving with plausible trajectories, and lighting/shadows aligning with the scene—are generally coherent. There are occasional minor inconsistencies in scale or timing of particle motion relative to the wind, which slightly detracts from perfect realism but does not break the overall believability.\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": 24567,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_5/index_2550_seed_24567_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.234375,
+ "video_score2_mq": 3.546875,
+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
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+ "token_credit_reward": 9.8125,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 1,
+ 2,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot capturing a vast field of tall, sun-bleached corn stalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate the dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable haziness and some blur that reduce sharpness. The dust and atmospheric effects are present and contribute to mood, yet they obscure fine details. Lighting remains consistent across frames, with warm tones that suit the setting. There are no obvious distortions or artifacts, and transitions between frames are smooth. In sum, the scene communicates the intended atmosphere, but the level of detail and crispness does not reach high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide field of corn stalks, a low-angle perspective, and a chaotic dust storm with dramatic lighting. The atmosphere, color palette, and composition align well with the description. Some aspects—such as the hyper-realistic Unreal Engine texture fidelity and the explicit depiction of each stalk—are not fully realized, but these gaps do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dynamics of the dust, wind interaction with the corn stalks, and lighting are plausible and coherent, with no glaring contradictions. However, certain micro-interactions and particle behavior could be refined to improve realism, keeping the scene within believable physical bounds.\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": 3.234375,
+ "MQ": 3.546875,
+ "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 static, low-angle, wide-angle shot capturing a vast field of tall, sun-bleached corn stalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate the dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable haziness and some blur that reduce sharpness. The dust and atmospheric effects are present and contribute to mood, yet they obscure fine details. Lighting remains consistent across frames, with warm tones that suit the setting. There are no obvious distortions or artifacts, and transitions between frames are smooth. In sum, the scene communicates the intended atmosphere, but the level of detail and crispness does not reach high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide field of corn stalks, a low-angle perspective, and a chaotic dust storm with dramatic lighting. The atmosphere, color palette, and composition align well with the description. Some aspects—such as the hyper-realistic Unreal Engine texture fidelity and the explicit depiction of each stalk—are not fully realized, but these gaps do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dynamics of the dust, wind interaction with the corn stalks, and lighting are plausible and coherent, with no glaring contradictions. However, certain micro-interactions and particle behavior could be refined to improve realism, keeping the scene within believable physical bounds.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_8/index_tensor([1462, 1462])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_8/index_tensor([1462, 1462])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..13e52ae35e26254ac3cd6df654ab0bc64c15cf77
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_8/index_tensor([1462, 1462])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "cinematic, static, extreme close-up shot from a slightly elevated angle initially depicts a vintage monochrome ticket, its details rendered with the fidelity of a vintage photograph. Set against a stark, non-reflective black background, the ticket's thick, tan paper displays authentic wear: frayed edges, softened corners, and a prominent center fold. The faded, nearly illegible charcoal-gray font and the faint outline of the serial number are visible beneath a soft light source that sweeps across the surface, carving subtle shadows into the creases and highlighting the fiber texture. Suddenly, the stillness of the shot breaks, revealing a web of fine, spider-web-like cracks creeping across the ticket's face. Then, the camera begins a slow, steady zoom as the ticket inexorably fractures into countless jagged fragments. Rather than falling, these fragments delicately drift, separating and drifting into the surrounding black void, as if carried by a gentle, invisible current. Each piece gracefully tumbles along its own path, creating a poignant and deeply nostalgic atmosphere, the slow disintegration of a cherished memory.",
+ "seed": 13994,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_8/index_1462_seed_13994_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": 2.96875,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 9.875,
+ "avg": 9.875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic, static, extreme close-up shot from a slightly elevated angle initially depicts a vintage monochrome ticket, its details rendered with the fidelity of a vintage photograph. Set against a stark, non-reflective black background, the ticket's thick, tan paper displays authentic wear: frayed edges, softened corners, and a prominent center fold. The faded, nearly illegible charcoal-gray font and the faint outline of the serial number are visible beneath a soft light source that sweeps across the surface, carving subtle shadows into the creases and highlighting the fiber texture. Suddenly, the stillness of the shot breaks, revealing a web of fine, spider-web-like cracks creeping across the ticket's face. Then, the camera begins a slow, steady zoom as the ticket inexorably fractures into countless jagged fragments. Rather than falling, these fragments delicately drift, separating and drifting into the surrounding black void, as if carried by a gentle, invisible current. Each piece gracefully tumbles along its own path, creating a poignant and deeply nostalgic atmosphere, the slow disintegration of a cherished memory.",
+ "token_credit_reward": 9.875,
+ "selected_reward": 9.875,
+ "frame_importance": [
+ 0.3410758376121521,
+ 0.25973227620124817,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 a slightly elevated angle depicting a vintage monochrome ticket with specific characteristics. The scene is set against a stark, non-reflective black background, and the paper displays authentic wear such as frayed edges and a central fold. The text is faint and nearly illegible, and a soft light source creates subtle shadows that enhance depth. The sequence includes a sudden disruption with a web of fine cracks and a gradual fragmentation into jagged fragments that drift and separate, producing a nostalgic atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The imagery maintains decent sharpness and consistent lighting, with clear contrast between the paper and the dark background. There are no major distortions or artifacts, and the framing remains coherent throughout. However, there are occasional minor imperfections (e.g., slight edge softness or subtle noise in some frames) that prevent a perfect top-tier score. In sum, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the elevated close-up perspective, the black background, the worn monochrome ticket, and the progressive fragmentation into fragments are well represented. The depiction captures the intended mood and sequence, and the overall alignment is strong. Some very minor deviations exist in timing or the exact appearance of the cracks, which keep the alignment from being perfect. Overall, Text-to-Video Alignment corresponds to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe fragmentation follows plausible physical behavior: the paper cracks and separates in a way that resembles real aging and tearing, with fragments drifting and moving along plausible trajectories. Lighting and shadows support the perception of depth and material properties. While the dynamics are convincing, there are a few small inconsistencies in the timing and interaction of fragments that prevent a flawless depiction. Overall, Physical/Common-sense Consistency is rated 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.03125,
+ "MQ": 3.875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from a slightly elevated angle depicting a vintage monochrome ticket with specific characteristics. The scene is set against a stark, non-reflective black background, and the paper displays authentic wear such as frayed edges and a central fold. The text is faint and nearly illegible, and a soft light source creates subtle shadows that enhance depth. The sequence includes a sudden disruption with a web of fine cracks and a gradual fragmentation into jagged fragments that drift and separate, producing a nostalgic atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The imagery maintains decent sharpness and consistent lighting, with clear contrast between the paper and the dark background. There are no major distortions or artifacts, and the framing remains coherent throughout. However, there are occasional minor imperfections (e.g., slight edge softness or subtle noise in some frames) that prevent a perfect top-tier score. In sum, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the elevated close-up perspective, the black background, the worn monochrome ticket, and the progressive fragmentation into fragments are well represented. The depiction captures the intended mood and sequence, and the overall alignment is strong. Some very minor deviations exist in timing or the exact appearance of the cracks, which keep the alignment from being perfect. Overall, Text-to-Video Alignment corresponds to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe fragmentation follows plausible physical behavior: the paper cracks and separates in a way that resembles real aging and tearing, with fragments drifting and moving along plausible trajectories. Lighting and shadows support the perception of depth and material properties. While the dynamics are convincing, there are a few small inconsistencies in the timing and interaction of fragments that prevent a flawless depiction. Overall, Physical/Common-sense Consistency is rated 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": 13995,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_8/index_1462_seed_13995_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.5,
+ "video_score2_ta": 2.609375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.125,
+ "avg": 8.125,
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+ "question": "cinematic, static, extreme close-up shot from a slightly elevated angle initially depicts a vintage monochrome ticket, its details rendered with the fidelity of a vintage photograph. Set against a stark, non-reflective black background, the ticket's thick, tan paper displays authentic wear: frayed edges, softened corners, and a prominent center fold. The faded, nearly illegible charcoal-gray font and the faint outline of the serial number are visible beneath a soft light source that sweeps across the surface, carving subtle shadows into the creases and highlighting the fiber texture. Suddenly, the stillness of the shot breaks, revealing a web of fine, spider-web-like cracks creeping across the ticket's face. Then, the camera begins a slow, steady zoom as the ticket inexorably fractures into countless jagged fragments. Rather than falling, these fragments delicately drift, separating and drifting into the surrounding black void, as if carried by a gentle, invisible current. Each piece gracefully tumbles along its own path, creating a poignant and deeply nostalgic atmosphere, the slow disintegration of a cherished memory.",
+ "token_credit_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from a slightly elevated angle depicting a vintage monochrome ticket with specific details. The scene features a stark, non-reflective black background, authentic wear on the paper, and a gradual disintegration into fragments. The overall mood is nostalgic and melancholic, emphasizing the breakdown of a cherished object.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and legibility of the text and wear, but there are occasional minor artifacts and slight inconsistencies in lighting or focus that prevent a higher rating. The sequence remains coherent, with readable text and convincing texture, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a vintage monochrome ticket, a slightly elevated angle, a stark black background, and the progressive fragmentation. The depiction of the central motif and the drifting fragments aligns well with the description, with only minor deviations in timing or motion that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fragmentation follows plausible mechanical behavior, with pieces breaking and drifting in a controlled manner. There are no glaring physics violations, but some micro-dynamics could be refined to enhance realism further.\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": 2.5,
+ "TA": 2.609375,
+ "MQ": 3.015625,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "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, static, extreme close-up shot from a slightly elevated angle depicting a vintage monochrome ticket with specific details. The scene features a stark, non-reflective black background, authentic wear on the paper, and a gradual disintegration into fragments. The overall mood is nostalgic and melancholic, emphasizing the breakdown of a cherished object.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and legibility of the text and wear, but there are occasional minor artifacts and slight inconsistencies in lighting or focus that prevent a higher rating. The sequence remains coherent, with readable text and convincing texture, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a vintage monochrome ticket, a slightly elevated angle, a stark black background, and the progressive fragmentation. The depiction of the central motif and the drifting fragments aligns well with the description, with only minor deviations in timing or motion that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fragmentation follows plausible mechanical behavior, with pieces breaking and drifting in a controlled manner. There are no glaring physics violations, but some micro-dynamics could be refined to enhance realism further.\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 shot from a slightly elevated angle initially depicts a vintage monochrome ticket, its details rendered with the fidelity of a vintage photograph. Set against a stark, non-reflective black background, the ticket's thick, tan paper displays authentic wear: frayed edges, softened corners, and a prominent center fold. The faded, nearly illegible charcoal-gray font and the faint outline of the serial number are visible beneath a soft light source that sweeps across the surface, carving subtle shadows into the creases and highlighting the fiber texture. Suddenly, the stillness of the shot breaks, revealing a web of fine, spider-web-like cracks creeping across the ticket's face. Then, the camera begins a slow, steady zoom as the ticket inexorably fractures into countless jagged fragments. Rather than falling, these fragments delicately drift, separating and drifting into the surrounding black void, as if carried by a gentle, invisible current. Each piece gracefully tumbles along its own path, creating a poignant and deeply nostalgic atmosphere, the slow disintegration of a cherished memory.",
+ "seed": 13996,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_8/index_1462_seed_13996_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 2.890625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.9375,
+ "avg": 8.953125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic, static, extreme close-up shot from a slightly elevated angle initially depicts a vintage monochrome ticket, its details rendered with the fidelity of a vintage photograph. Set against a stark, non-reflective black background, the ticket's thick, tan paper displays authentic wear: frayed edges, softened corners, and a prominent center fold. The faded, nearly illegible charcoal-gray font and the faint outline of the serial number are visible beneath a soft light source that sweeps across the surface, carving subtle shadows into the creases and highlighting the fiber texture. Suddenly, the stillness of the shot breaks, revealing a web of fine, spider-web-like cracks creeping across the ticket's face. Then, the camera begins a slow, steady zoom as the ticket inexorably fractures into countless jagged fragments. Rather than falling, these fragments delicately drift, separating and drifting into the surrounding black void, as if carried by a gentle, invisible current. Each piece gracefully tumbles along its own path, creating a poignant and deeply nostalgic atmosphere, the slow disintegration of a cherished memory.",
+ "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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from a slightly elevated angle depicting a vintage monochrome ticket with specific characteristics. The scene is set against a stark, non-reflective black background, and the paper shows wear, fraying, and a central fold. A soft light creates shadows that enhance depth. The sequence includes a sudden disruption with a web-like crack spreading across the surface, followed by a slow zoom as the ticket fractures into jagged fragments that drift and separate, conveying a nostalgic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility of the paper texture and print, but there are occasional minor artifacts and slight inconsistencies in lighting or edge sharpness. The motion between frames is not perfectly smooth, and some transitions feel a touch abrupt, which reduces perceived polish. The imagery remains coherent and readable, but it does not reach high-end cinematic fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a vintage monochrome appearance, a slightly elevated angle, a stark black background, visible wear, and a central fold. The soft lighting and the gradual fragmentation into jagged pieces are well represented. Some nuanced details such as the exact legibility of fine text or the precise timing of the crack are not perfectly matched, but the core narrative and aesthetic align closely with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The paper behaves with plausible aging cues and the fragmentation follows a believable pattern, aided by the lighting and shadows. However, there are minor inconsistencies in how the fragments separate and drift, and the overall motion could be smoother to feel more physically natural. The sequence remains plausible and coherent, though not flawless in terms of real-world 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": 3.015625,
+ "TA": 2.890625,
+ "MQ": 3.046875,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from a slightly elevated angle depicting a vintage monochrome ticket with specific characteristics. The scene is set against a stark, non-reflective black background, and the paper shows wear, fraying, and a central fold. A soft light creates shadows that enhance depth. The sequence includes a sudden disruption with a web-like crack spreading across the surface, followed by a slow zoom as the ticket fractures into jagged fragments that drift and separate, conveying a nostalgic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility of the paper texture and print, but there are occasional minor artifacts and slight inconsistencies in lighting or edge sharpness. The motion between frames is not perfectly smooth, and some transitions feel a touch abrupt, which reduces perceived polish. The imagery remains coherent and readable, but it does not reach high-end cinematic fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a vintage monochrome appearance, a slightly elevated angle, a stark black background, visible wear, and a central fold. The soft lighting and the gradual fragmentation into jagged pieces are well represented. Some nuanced details such as the exact legibility of fine text or the precise timing of the crack are not perfectly matched, but the core narrative and aesthetic align closely with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The paper behaves with plausible aging cues and the fragmentation follows a believable pattern, aided by the lighting and shadows. However, there are minor inconsistencies in how the fragments separate and drift, and the overall motion could be smoother to feel more physically natural. The sequence remains plausible and coherent, though not flawless in terms of real-world physics.\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 shot from a slightly elevated angle initially depicts a vintage monochrome ticket, its details rendered with the fidelity of a vintage photograph. Set against a stark, non-reflective black background, the ticket's thick, tan paper displays authentic wear: frayed edges, softened corners, and a prominent center fold. The faded, nearly illegible charcoal-gray font and the faint outline of the serial number are visible beneath a soft light source that sweeps across the surface, carving subtle shadows into the creases and highlighting the fiber texture. Suddenly, the stillness of the shot breaks, revealing a web of fine, spider-web-like cracks creeping across the ticket's face. Then, the camera begins a slow, steady zoom as the ticket inexorably fractures into countless jagged fragments. Rather than falling, these fragments delicately drift, separating and drifting into the surrounding black void, as if carried by a gentle, invisible current. Each piece gracefully tumbles along its own path, creating a poignant and deeply nostalgic atmosphere, the slow disintegration of a cherished memory.",
+ "seed": 13997,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000000/group_8/index_1462_seed_13997_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 2.421875,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.25,
+ "avg": 8.296875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic, static, extreme close-up shot from a slightly elevated angle initially depicts a vintage monochrome ticket, its details rendered with the fidelity of a vintage photograph. Set against a stark, non-reflective black background, the ticket's thick, tan paper displays authentic wear: frayed edges, softened corners, and a prominent center fold. The faded, nearly illegible charcoal-gray font and the faint outline of the serial number are visible beneath a soft light source that sweeps across the surface, carving subtle shadows into the creases and highlighting the fiber texture. Suddenly, the stillness of the shot breaks, revealing a web of fine, spider-web-like cracks creeping across the ticket's face. Then, the camera begins a slow, steady zoom as the ticket inexorably fractures into countless jagged fragments. Rather than falling, these fragments delicately drift, separating and drifting into the surrounding black void, as if carried by a gentle, invisible current. Each piece gracefully tumbles along its own path, creating a poignant and deeply nostalgic atmosphere, the slow disintegration of a cherished memory.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from a slightly elevated angle depicting a vintage monochrome ticket with specific details. The scene is set against a stark, non-reflective black background, and the paper shows wear, a central fold, and a soft, sweeping light that reveals texture. The sequence includes a sudden disruption, a slow zoom, and a gradual fragmentation into jagged fragments that drift apart, conveying a nostalgic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and legibility of the text, with consistent lighting and a clean black background. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, which prevent a higher rating. The imagery remains coherent and readable, but not exceptionally pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a vintage monochrome aesthetic, a slightly elevated angle, a stark black background, and the described wear and texture. The dramatic fragmentation and the slow, deliberate zoom align with the intended sequence. Some nuanced details such as the exact timing of the disruption or the micro-motions of drifting fragments are not perfectly matched, but the core narrative and visual cues are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fragmentation follows plausible paper behavior under tearing, with jagged edges and progressive separation. Lighting and shadows support the texture and depth, and the motion remains generally believable. A few moments show minor deviations in timing or edge behavior, preventing a perfect 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": 2.90625,
+ "TA": 2.421875,
+ "MQ": 2.96875,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, static, extreme close-up shot from a slightly elevated angle depicting a vintage monochrome ticket with specific details. The scene is set against a stark, non-reflective black background, and the paper shows wear, a central fold, and a soft, sweeping light that reveals texture. The sequence includes a sudden disruption, a slow zoom, and a gradual fragmentation into jagged fragments that drift apart, conveying a nostalgic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and legibility of the text, with consistent lighting and a clean black background. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, which prevent a higher rating. The imagery remains coherent and readable, but not exceptionally pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a vintage monochrome aesthetic, a slightly elevated angle, a stark black background, and the described wear and texture. The dramatic fragmentation and the slow, deliberate zoom align with the intended sequence. Some nuanced details such as the exact timing of the disruption or the micro-motions of drifting fragments are not perfectly matched, but the core narrative and visual cues are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fragmentation follows plausible paper behavior under tearing, with jagged edges and progressive separation. Lighting and shadows support the texture and depth, and the motion remains generally believable. A few moments show minor deviations in timing or edge behavior, preventing a perfect 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_12/index_tensor([5248, 5248])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_12/index_tensor([5248, 5248])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae82cabb628df1e00903c1f7c62ba2210e11af26
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_12/index_tensor([5248, 5248])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 16273,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_12/index_5248_seed_16273_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": 3.09375,
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+ "video_score2_mq": 2.828125,
+ "video_score2_overall": 7.4375,
+ "avg": 7.4453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This extreme macro-static shot, rendered with surreal cinematography, delves into the microscopic drama of nutrient cycling. The subject is a single, round-leaved buttercup, its pale yellow, spoon-shaped leaves covered in a dense web of crimson tentacles. Each tentacle tips in a perfectly spherical droplet of glistening, sticky mucus that catches the cool, diffuse light. A tiny, black-bodied fly is hopelessly trapped in the leaf's center, its delicate, translucent wings glued together, its multifaceted eyes reflecting the twisted red prison of tendrils. Its initial frantic struggles have ceased, only a final, feeble twitch of its legs betraying its final moments. With unsettling, deliberately slow reaction, the surrounding tentacles have begun to bend inward, the entire leaf beginning to curl inexorably around the fly's body. This slow, methodical meditation begins a silent process of absorption. The entire scene is rendered with a stark, desaturated color gradation, muting greens and reds to a clinical, near-monochromatic palette, emphasizing the cold, brutal, and beautiful efficiency of nature's cycles, set against a backdrop of damp, dark moss.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me 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 macro static shot focusing on a single round leaved buttercup with crimson tentacles and a trapped fly. In practice the video presents a pale yellow flower with reddish structures and visible water droplets along with a small insect. The core elements of the described scene are not faithfully realized, resulting in a substantial mismatch between the textual description and the visual content.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details in the insect and the plant features. Lighting is generally consistent and the background blur helps emphasize the subject. Water droplets are well defined and the insect remains reasonably sharp across frames. There are no major distortions or artifacts, but overall the image quality reads as average rather than exceptional. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced gap between the prompt and what is depicted. The central element described as a round leaved buttercup with crimson tentacles and a trapped fly is not accurately represented; instead the footage shows a different floral form with droplets and a small insect. The intended dramatic interaction and the specific morphology are not captured, indicating a low alignment. Overall Text-to-Video Alignment score: 2/5.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships among the insect, droplets, and plant surface. Lighting and shadows are coherent, and there are no obvious physics violations. However, because the core subject and scenario diverge from the prompt, the overall coherence with the intended narrative is moderate. Overall Physical Consistency score: 3/5.\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": 3.09375,
+ "TA": 1.5234375,
+ "MQ": 2.828125,
+ "Overall": 7.4375
+ }
+ }
+ ],
+ "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 macro static shot focusing on a single round leaved buttercup with crimson tentacles and a trapped fly. In practice the video presents a pale yellow flower with reddish structures and visible water droplets along with a small insect. The core elements of the described scene are not faithfully realized, resulting in a substantial mismatch between the textual description and the visual content.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details in the insect and the plant features. Lighting is generally consistent and the background blur helps emphasize the subject. Water droplets are well defined and the insect remains reasonably sharp across frames. There are no major distortions or artifacts, but overall the image quality reads as average rather than exceptional. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced gap between the prompt and what is depicted. The central element described as a round leaved buttercup with crimson tentacles and a trapped fly is not accurately represented; instead the footage shows a different floral form with droplets and a small insect. The intended dramatic interaction and the specific morphology are not captured, indicating a low alignment. Overall Text-to-Video Alignment score: 2/5.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships among the insect, droplets, and plant surface. Lighting and shadows are coherent, and there are no obvious physics violations. However, because the core subject and scenario diverge from the prompt, the overall coherence with the intended narrative is moderate. Overall Physical Consistency score: 3/5.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This extreme macro-static shot, rendered with surreal cinematography, delves into the microscopic drama of nutrient cycling. The subject is a single, round-leaved buttercup, its pale yellow, spoon-shaped leaves covered in a dense web of crimson tentacles. Each tentacle tips in a perfectly spherical droplet of glistening, sticky mucus that catches the cool, diffuse light. A tiny, black-bodied fly is hopelessly trapped in the leaf's center, its delicate, translucent wings glued together, its multifaceted eyes reflecting the twisted red prison of tendrils. Its initial frantic struggles have ceased, only a final, feeble twitch of its legs betraying its final moments. With unsettling, deliberately slow reaction, the surrounding tentacles have begun to bend inward, the entire leaf beginning to curl inexorably around the fly's body. This slow, methodical meditation begins a silent process of absorption. The entire scene is rendered with a stark, desaturated color gradation, muting greens and reds to a clinical, near-monochromatic palette, emphasizing the cold, brutal, and beautiful efficiency of nature's cycles, set against a backdrop of damp, dark moss.",
+ "seed": 16274,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_12/index_5248_seed_16274_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": 3.53125,
+ "video_score2_ta": 1.6484375,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.125,
+ "avg": 8.1171875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This extreme macro-static shot, rendered with surreal cinematography, delves into the microscopic drama of nutrient cycling. The subject is a single, round-leaved buttercup, its pale yellow, spoon-shaped leaves covered in a dense web of crimson tentacles. Each tentacle tips in a perfectly spherical droplet of glistening, sticky mucus that catches the cool, diffuse light. A tiny, black-bodied fly is hopelessly trapped in the leaf's center, its delicate, translucent wings glued together, its multifaceted eyes reflecting the twisted red prison of tendrils. Its initial frantic struggles have ceased, only a final, feeble twitch of its legs betraying its final moments. With unsettling, deliberately slow reaction, the surrounding tentacles have begun to bend inward, the entire leaf beginning to curl inexorably around the fly's body. This slow, methodical meditation begins a silent process of absorption. The entire scene is rendered with a stark, desaturated color gradation, muting greens and reds to a clinical, near-monochromatic palette, emphasizing the cold, brutal, and beautiful efficiency of nature's cycles, set against a backdrop of damp, dark moss.",
+ "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 an extreme macro static shot focusing on a single round leaved buttercup with crimson tentacles and a trapped fly. In practice the video centers on a pitcher plant with a fly inside, and the described pale yellow spoon shaped leaves and crimson tentacles are not present. The intended desaturated palette and damp moss backdrop are not realized. Overall the prompt to video alignment is limited.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear detail on the pitcher plant and the fly, and a plausible depth of field. Lighting is generally consistent across shots. However there are minor frame to frame inconsistencies in the insect position and subtle motion artifacts that reduce perceived realism. Overall visual quality is moderate.\n\nText to Video Alignment Analysis:\nThere are notable mismatches between the prompt and the actual content. The core subject differs (buttercup vs pitcher plant), key descriptive elements are missing or altered, and the overall aesthetic diverges from the intended monochromatic, damp setting. The alignment is weak.\n\nPhysical Consistency Analysis:\nThe scene maintains basic physical plausibility: the plant structure and the insect appear proportionate, and lighting remains coherent. Some minor inconsistencies in motion and interaction exist but do not break overall coherence. The physical consistency is acceptable though not perfect.\n\nScoring:\nVisual 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": 3.53125,
+ "TA": 1.6484375,
+ "MQ": 2.9375,
+ "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 macro static shot focusing on a single round leaved buttercup with crimson tentacles and a trapped fly. In practice the video centers on a pitcher plant with a fly inside, and the described pale yellow spoon shaped leaves and crimson tentacles are not present. The intended desaturated palette and damp moss backdrop are not realized. Overall the prompt to video alignment is limited.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear detail on the pitcher plant and the fly, and a plausible depth of field. Lighting is generally consistent across shots. However there are minor frame to frame inconsistencies in the insect position and subtle motion artifacts that reduce perceived realism. Overall visual quality is moderate.\n\nText to Video Alignment Analysis:\nThere are notable mismatches between the prompt and the actual content. The core subject differs (buttercup vs pitcher plant), key descriptive elements are missing or altered, and the overall aesthetic diverges from the intended monochromatic, damp setting. The alignment is weak.\n\nPhysical Consistency Analysis:\nThe scene maintains basic physical plausibility: the plant structure and the insect appear proportionate, and lighting remains coherent. Some minor inconsistencies in motion and interaction exist but do not break overall coherence. The physical consistency is acceptable though not perfect.\n\nScoring:\nVisual 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": "This extreme macro-static shot, rendered with surreal cinematography, delves into the microscopic drama of nutrient cycling. The subject is a single, round-leaved buttercup, its pale yellow, spoon-shaped leaves covered in a dense web of crimson tentacles. Each tentacle tips in a perfectly spherical droplet of glistening, sticky mucus that catches the cool, diffuse light. A tiny, black-bodied fly is hopelessly trapped in the leaf's center, its delicate, translucent wings glued together, its multifaceted eyes reflecting the twisted red prison of tendrils. Its initial frantic struggles have ceased, only a final, feeble twitch of its legs betraying its final moments. With unsettling, deliberately slow reaction, the surrounding tentacles have begun to bend inward, the entire leaf beginning to curl inexorably around the fly's body. This slow, methodical meditation begins a silent process of absorption. The entire scene is rendered with a stark, desaturated color gradation, muting greens and reds to a clinical, near-monochromatic palette, emphasizing the cold, brutal, and beautiful efficiency of nature's cycles, set against a backdrop of damp, dark moss.",
+ "seed": 16275,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_12/index_5248_seed_16275_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 1.6875,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 7.75,
+ "avg": 7.765625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This extreme macro-static shot, rendered with surreal cinematography, delves into the microscopic drama of nutrient cycling. The subject is a single, round-leaved buttercup, its pale yellow, spoon-shaped leaves covered in a dense web of crimson tentacles. Each tentacle tips in a perfectly spherical droplet of glistening, sticky mucus that catches the cool, diffuse light. A tiny, black-bodied fly is hopelessly trapped in the leaf's center, its delicate, translucent wings glued together, its multifaceted eyes reflecting the twisted red prison of tendrils. Its initial frantic struggles have ceased, only a final, feeble twitch of its legs betraying its final moments. With unsettling, deliberately slow reaction, the surrounding tentacles have begun to bend inward, the entire leaf beginning to curl inexorably around the fly's body. This slow, methodical meditation begins a silent process of absorption. The entire scene is rendered with a stark, desaturated color gradation, muting greens and reds to a clinical, near-monochromatic palette, emphasizing the cold, brutal, and beautiful efficiency of nature's cycles, set against a backdrop of damp, dark moss.",
+ "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 an extreme macro static shot focusing on a single round leaved buttercup with crimson tentacles and a trapped fly. The scene is intended to show the fly becoming ensnared as the leaf curls around it, with a desaturated palette and a damp moss backdrop. In practice the video does not realize these dramatic events; the core interaction is not convincingly depicted and the sequence does not progress toward absorption.\n\nVisual Quality Analysis:\nThe visuals are technically competent with clear detail and stable framing. However the overall presentation lacks the intended surreal intensity and cinematic progression. The imagery reads as a conventional macro still rather than a dynamic or emotionally resonant depiction, resulting in a moderate level of visual impact.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual content. Key elements such as the fly becoming trapped, the progressive curling of the leaf, and the described absorption process are not realized. The video remains largely static and fails to convey the dramatic transformation envisioned, indicating a low alignment score.\n\nPhysical Consistency (Common-sense):\nFrom a physical standpoint the scene remains plausible at a basic level, but the expected causal dynamics are not demonstrated. The leaf structure and lighting are believable, yet the central interaction lacks convincing physical progression, 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",
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+ "soft_scores": {
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+ "TA": 1.6875,
+ "MQ": 2.796875,
+ "Overall": 7.75
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro static shot focusing on a single round leaved buttercup with crimson tentacles and a trapped fly. The scene is intended to show the fly becoming ensnared as the leaf curls around it, with a desaturated palette and a damp moss backdrop. In practice the video does not realize these dramatic events; the core interaction is not convincingly depicted and the sequence does not progress toward absorption.\n\nVisual Quality Analysis:\nThe visuals are technically competent with clear detail and stable framing. However the overall presentation lacks the intended surreal intensity and cinematic progression. The imagery reads as a conventional macro still rather than a dynamic or emotionally resonant depiction, resulting in a moderate level of visual impact.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual content. Key elements such as the fly becoming trapped, the progressive curling of the leaf, and the described absorption process are not realized. The video remains largely static and fails to convey the dramatic transformation envisioned, indicating a low alignment score.\n\nPhysical Consistency (Common-sense):\nFrom a physical standpoint the scene remains plausible at a basic level, but the expected causal dynamics are not demonstrated. The leaf structure and lighting are believable, yet the central interaction lacks convincing physical progression, 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"
+ ]
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+ {
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+ "seed": 16276,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_12/index_5248_seed_16276_dp_25_rank_50_sample_3_slot_1.mp4",
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+ "video_score2_overall": 7.9375,
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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 extreme macro-static shot focusing on a single round-leaved buttercup with crimson tentacles and a trapped fly, culminating in a slow absorption process. The video presents a close-up of a plant structure with a central opening and a small insect inside, but it does not faithfully reproduce all elements of the prompt (e.g., the exact leaf form, the dense web of tentacles, or the described sequence). Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details in the plant structure and the insect, and lighting appears natural with good depth of field. There are no obvious distortions or artifacts, and color rendering is generally faithful. However, the overall polish is moderate rather than exceptional, and some fine-texture details may be underrepresented. Overall Visual Quality: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt (close-up perspective, presence of a plant structure and an insect), but key specifics diverge: the leaf morphology is not clearly round-leaved as described, the crimson tentacle network is not evident, and the sequence of events (fly entrapment, progressive bending, and absorption) is not convincingly depicted. The alignment is therefore moderate: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and lighting, with no obvious physical implausibilities. However, the interaction between the plant and the insect lacks convincing dynamic realism, and the implied absorption process is not convincingly portrayed. 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": 3.171875,
+ "TA": 1.8125,
+ "MQ": 2.953125,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme macro-static shot focusing on a single round-leaved buttercup with crimson tentacles and a trapped fly, culminating in a slow absorption process. The video presents a close-up of a plant structure with a central opening and a small insect inside, but it does not faithfully reproduce all elements of the prompt (e.g., the exact leaf form, the dense web of tentacles, or the described sequence). Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details in the plant structure and the insect, and lighting appears natural with good depth of field. There are no obvious distortions or artifacts, and color rendering is generally faithful. However, the overall polish is moderate rather than exceptional, and some fine-texture details may be underrepresented. Overall Visual Quality: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt (close-up perspective, presence of a plant structure and an insect), but key specifics diverge: the leaf morphology is not clearly round-leaved as described, the crimson tentacle network is not evident, and the sequence of events (fly entrapment, progressive bending, and absorption) is not convincingly depicted. The alignment is therefore moderate: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and lighting, with no obvious physical implausibilities. However, the interaction between the plant and the insect lacks convincing dynamic realism, and the implied absorption process is not convincingly portrayed. 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_15/index_tensor([5696, 5696])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_15/index_tensor([5696, 5696])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c99acfde97005c1b48529f6a50dd6f7decf1664
--- /dev/null
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a low-angle, wide shot, the camera slowly pans right, majestically tracking a massive steam locomotive as it begins its deliberate departure. The train's body, forged from polished black cast iron, gleams in the intense sunlight, its delicate brass fixtures and a large, polished bell gleaming like gold. Thick, billowing clouds of brilliant white steam erupt from the cylinders and pour from the chimney, catching the light and temporarily enveloping the engine in a luminous, ethereal shroud. The massive, burgundy driving wheels begin to turn with tremendous, rhythmic force, slowly pulling the train forward along the tracks. The setting is a bustling, sun-drenched Victorian station, where a magnificent arched canopy of glass and wrought iron filters the bright sunlight, casting dramatic geometric patterns of light and shadow across the stone platforms. In the background, a lively crowd in period costume—men in top hats and women in long skirts carrying parasols—wave goodbye, their movements adding to the scene's energy and creating a palpable atmosphere of nostalgia and the excitement of a grand journey\" \n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some motion blur during movement. Steam effects are present but not consistently sharp, and there are occasional artifacts that slightly reduce realism. Lighting remains warm and atmospheric, yet fine details are not always crisp. The sequence maintains a cohesive look, though it does not reach high-fidelity clarity.\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, a rightward pan, a prominent steam locomotive, and a sunlit Victorian station with period costumes. The major components described in the prompt are represented, and the scene conveys the intended mood and setting. Some finer details (e.g., exact material reflections or precise crowd dynamics) are less pronounced, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive’s proportions and the general motion feel plausible, and steam behavior is believable. However, there are minor inconsistencies in scale cues and lighting interactions that prevent a higher level of realism. Overall, the scene remains coherent and credible, without major physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.015625,
+ "TA": 3.75,
+ "MQ": 3.015625,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a low-angle, wide shot, the camera slowly pans right, majestically tracking a massive steam locomotive as it begins its deliberate departure. The train's body, forged from polished black cast iron, gleams in the intense sunlight, its delicate brass fixtures and a large, polished bell gleaming like gold. Thick, billowing clouds of brilliant white steam erupt from the cylinders and pour from the chimney, catching the light and temporarily enveloping the engine in a luminous, ethereal shroud. The massive, burgundy driving wheels begin to turn with tremendous, rhythmic force, slowly pulling the train forward along the tracks. The setting is a bustling, sun-drenched Victorian station, where a magnificent arched canopy of glass and wrought iron filters the bright sunlight, casting dramatic geometric patterns of light and shadow across the stone platforms. In the background, a lively crowd in period costume—men in top hats and women in long skirts carrying parasols—wave goodbye, their movements adding to the scene's energy and creating a palpable atmosphere of nostalgia and the excitement of a grand journey\" \n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some motion blur during movement. Steam effects are present but not consistently sharp, and there are occasional artifacts that slightly reduce realism. Lighting remains warm and atmospheric, yet fine details are not always crisp. The sequence maintains a cohesive look, though it does not reach high-fidelity clarity.\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, a rightward pan, a prominent steam locomotive, and a sunlit Victorian station with period costumes. The major components described in the prompt are represented, and the scene conveys the intended mood and setting. Some finer details (e.g., exact material reflections or precise crowd dynamics) are less pronounced, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive’s proportions and the general motion feel plausible, and steam behavior is believable. However, there are minor inconsistencies in scale cues and lighting interactions that prevent a higher level of realism. Overall, the scene remains coherent and credible, without major physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a low-angle, wide shot, the camera slowly pans right, majestically tracking a massive steam locomotive as it begins its deliberate departure. The train's body, forged from polished black cast iron, gleams in the intense sunlight, its delicate brass fixtures and a large, polished bell gleaming like gold. Thick, billowing clouds of brilliant white steam erupt from the cylinders and pour from the chimney, catching the light and temporarily enveloping the engine in a luminous, ethereal shroud. The massive, burgundy driving wheels begin to turn with tremendous, rhythmic force, slowly pulling the train forward along the tracks. The setting is a bustling, sun-drenched Victorian station, where a magnificent arched canopy of glass and wrought iron filters the bright sunlight, casting dramatic geometric patterns of light and shadow across the stone platforms. In the background, a lively crowd in period costume—men in top hats and women in long skirts carrying parasols—wave goodbye, their movements adding to the scene's energy and creating a palpable atmosphere of nostalgia and the excitement of a grand journey.",
+ "seed": 22179,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_15/index_5696_seed_22179_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.21875,
+ "video_score2_ta": 3.640625,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.0,
+ "avg": 9.015625,
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+ "question_id": "videoscore2_overall",
+ "question": "From a low-angle, wide shot, the camera slowly pans right, majestically tracking a massive steam locomotive as it begins its deliberate departure. The train's body, forged from polished black cast iron, gleams in the intense sunlight, its delicate brass fixtures and a large, polished bell gleaming like gold. Thick, billowing clouds of brilliant white steam erupt from the cylinders and pour from the chimney, catching the light and temporarily enveloping the engine in a luminous, ethereal shroud. The massive, burgundy driving wheels begin to turn with tremendous, rhythmic force, slowly pulling the train forward along the tracks. The setting is a bustling, sun-drenched Victorian station, where a magnificent arched canopy of glass and wrought iron filters the bright sunlight, casting dramatic geometric patterns of light and shadow across the stone platforms. In the background, a lively crowd in period costume—men in top hats and women in long skirts carrying parasols—wave goodbye, their movements adding to the scene's energy and creating a palpable atmosphere of nostalgia and the excitement of a grand journey.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle wide shot with a rightward pan tracking a massive steam locomotive as it departs, with detailed visuals of the locomotive’s components, steam effects, and a bustling Victorian station setting. The description emphasizes dramatic lighting, ornate architecture, and a lively crowd in period attire.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during movement. Steam effects are present but not consistently sharp, and there are occasional compression artifacts. Lighting remains warm and atmospheric, yet fine details are not always crisp. The sequence maintains reasonable continuity, though sharpness varies across frames.\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, a rightward pan, a prominent steam locomotive, and a bustling Victorian station with period costumes. The major components described in the prompt are represented, and the scene conveys the intended mood and setting. Some finer-grained details (e.g., exact material reflections or precise crowd dynamics) may be less pronounced, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive’s proportions and the general physics appear plausible, and steam behavior is believable. However, there are minor inconsistencies in motion realism and some interactions with the platform and crowd that prevent a higher score. Overall, the scene remains coherent and credible, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.640625,
+ "MQ": 3.15625,
+ "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 low-angle wide shot with a rightward pan tracking a massive steam locomotive as it departs, with detailed visuals of the locomotive’s components, steam effects, and a bustling Victorian station setting. The description emphasizes dramatic lighting, ornate architecture, and a lively crowd in period attire.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during movement. Steam effects are present but not consistently sharp, and there are occasional compression artifacts. Lighting remains warm and atmospheric, yet fine details are not always crisp. The sequence maintains reasonable continuity, though sharpness varies across frames.\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, a rightward pan, a prominent steam locomotive, and a bustling Victorian station with period costumes. The major components described in the prompt are represented, and the scene conveys the intended mood and setting. Some finer-grained details (e.g., exact material reflections or precise crowd dynamics) may be less pronounced, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive’s proportions and the general physics appear plausible, and steam behavior is believable. However, there are minor inconsistencies in motion realism and some interactions with the platform and crowd that prevent a higher score. Overall, the scene remains coherent and credible, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 22180,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_15/index_5696_seed_22180_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 1.96875,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.1875,
+ "avg": 8.171875,
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+ "question": "From a low-angle, wide shot, the camera slowly pans right, majestically tracking a massive steam locomotive as it begins its deliberate departure. The train's body, forged from polished black cast iron, gleams in the intense sunlight, its delicate brass fixtures and a large, polished bell gleaming like gold. Thick, billowing clouds of brilliant white steam erupt from the cylinders and pour from the chimney, catching the light and temporarily enveloping the engine in a luminous, ethereal shroud. The massive, burgundy driving wheels begin to turn with tremendous, rhythmic force, slowly pulling the train forward along the tracks. The setting is a bustling, sun-drenched Victorian station, where a magnificent arched canopy of glass and wrought iron filters the bright sunlight, casting dramatic geometric patterns of light and shadow across the stone platforms. In the background, a lively crowd in period costume—men in top hats and women in long skirts carrying parasols—wave goodbye, their movements adding to the scene's energy and creating a palpable atmosphere of nostalgia and the excitement of a grand journey.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 shot with a rightward pan tracking a massive steam locomotive as it departs from a sun-drenched Victorian station, with billowing steam, gleaming metalwork, and a bustling crowd in period attire. The video largely follows these elements but some details are not fully realized; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with occasional softness and minor artifacts. Steam effects are present but not consistently sharp, and there are occasional color or contrast fluctuations. The locomotive remains identifiable across frames, though fine mechanical details are not always crisp. The sequence is generally stable with no severe distortions, but the overall image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the broad scenario — a large steam locomotive at a Victorian station with visible steam and a rightward camera movement. However several specific prompt details are underrepresented or ambiguous: the driving wheels’ rotation is not clearly shown, the crowd appears only sparsely and not in period costumes, and the lighting intensity described as sun-drenched is not strongly conveyed. The result reflects a reasonable but not exact translation of the prompt into visuals.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive’s proportions and the general scene feel plausible, and steam behavior is believable. Some cues such as wheel rotation timing and crowd dynamics are not perfectly synchronized with the motion, and lighting/shadow interactions could be more coherent. Overall, the scene maintains basic realism without major physical contradictions.\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": 1.96875,
+ "TA": 3.28125,
+ "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 low-angle wide shot with a rightward pan tracking a massive steam locomotive as it departs from a sun-drenched Victorian station, with billowing steam, gleaming metalwork, and a bustling crowd in period attire. The video largely follows these elements but some details are not fully realized; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with occasional softness and minor artifacts. Steam effects are present but not consistently sharp, and there are occasional color or contrast fluctuations. The locomotive remains identifiable across frames, though fine mechanical details are not always crisp. The sequence is generally stable with no severe distortions, but the overall image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the broad scenario — a large steam locomotive at a Victorian station with visible steam and a rightward camera movement. However several specific prompt details are underrepresented or ambiguous: the driving wheels’ rotation is not clearly shown, the crowd appears only sparsely and not in period costumes, and the lighting intensity described as sun-drenched is not strongly conveyed. The result reflects a reasonable but not exact translation of the prompt into visuals.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive’s proportions and the general scene feel plausible, and steam behavior is believable. Some cues such as wheel rotation timing and crowd dynamics are not perfectly synchronized with the motion, and lighting/shadow interactions could be more coherent. Overall, the scene maintains basic realism without major physical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a low-angle, wide shot, the camera slowly pans right, majestically tracking a massive steam locomotive as it begins its deliberate departure. The train's body, forged from polished black cast iron, gleams in the intense sunlight, its delicate brass fixtures and a large, polished bell gleaming like gold. Thick, billowing clouds of brilliant white steam erupt from the cylinders and pour from the chimney, catching the light and temporarily enveloping the engine in a luminous, ethereal shroud. The massive, burgundy driving wheels begin to turn with tremendous, rhythmic force, slowly pulling the train forward along the tracks. The setting is a bustling, sun-drenched Victorian station, where a magnificent arched canopy of glass and wrought iron filters the bright sunlight, casting dramatic geometric patterns of light and shadow across the stone platforms. In the background, a lively crowd in period costume—men in top hats and women in long skirts carrying parasols—wave goodbye, their movements adding to the scene's energy and creating a palpable atmosphere of nostalgia and the excitement of a grand journey.",
+ "seed": 22181,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_15/index_5696_seed_22181_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": 1.9453125,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.4375,
+ "avg": 8.4453125,
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+ "question": "From a low-angle, wide shot, the camera slowly pans right, majestically tracking a massive steam locomotive as it begins its deliberate departure. The train's body, forged from polished black cast iron, gleams in the intense sunlight, its delicate brass fixtures and a large, polished bell gleaming like gold. Thick, billowing clouds of brilliant white steam erupt from the cylinders and pour from the chimney, catching the light and temporarily enveloping the engine in a luminous, ethereal shroud. The massive, burgundy driving wheels begin to turn with tremendous, rhythmic force, slowly pulling the train forward along the tracks. The setting is a bustling, sun-drenched Victorian station, where a magnificent arched canopy of glass and wrought iron filters the bright sunlight, casting dramatic geometric patterns of light and shadow across the stone platforms. In the background, a lively crowd in period costume—men in top hats and women in long skirts carrying parasols—wave goodbye, their movements adding to the scene's energy and creating a palpable atmosphere of nostalgia and the excitement of a grand journey.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a low-angle, wide shot, the camera slowly pans right, majestically tracking a massive steam locomotive as it begins its deliberate departure. The train's body, forged from polished black cast iron, gleams in the intense sunlight, its delicate brass fixtures and a large, polished bell gleaming like gold. Thick, billowing clouds of brilliant white steam erupt from the cylinders and pour from the chimney, catching the light and temporarily enveloping the engine in a luminous, ethereal shroud. The massive, burgundy driving wheels begin to turn with tremendous, rhythmic force, slowly pulling the train forward along the tracks. The setting is a bustling, sun-drenched Victorian station, where a magnificent arched canopy of glass and wrought iron filters the bright sunlight, casting dramatic geometric patterns of light and shadow across the stone platforms. In the background, a lively crowd in period costume—men in top hats and women in long skirts carrying parasols—wave goodbye, their movements adding to the scene's energy and creating a palpable atmosphere of nostalgia and the excitement of a grand journey\" \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 distant elements. Steam effects are present but not consistently sharp, and there are occasional compression artifacts that slightly reduce fine detail. Lighting remains warm and generally consistent, yet color grading is not as rich or nuanced as described. The sequence maintains reasonable clarity and smoothness, but it 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 low-angle wide shot, a rightward pan, a prominent steam locomotive, and a bustling Victorian station with period costumes. The major components are represented faithfully, including the arched canopy, bright sunlight, and visible crowd. Some finer details such as exact material reflections and precise motion cues are less pronounced, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible locomotive form and steam behavior, and the platform activity aligns with the narrative. However, there are minor inconsistencies in scale cues and lighting interactions that prevent a higher level of realism. Overall, the dynamics feel believable without breaking immersion.\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": 1.9453125,
+ "TA": 3.453125,
+ "MQ": 3.046875,
+ "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 \"From a low-angle, wide shot, the camera slowly pans right, majestically tracking a massive steam locomotive as it begins its deliberate departure. The train's body, forged from polished black cast iron, gleams in the intense sunlight, its delicate brass fixtures and a large, polished bell gleaming like gold. Thick, billowing clouds of brilliant white steam erupt from the cylinders and pour from the chimney, catching the light and temporarily enveloping the engine in a luminous, ethereal shroud. The massive, burgundy driving wheels begin to turn with tremendous, rhythmic force, slowly pulling the train forward along the tracks. The setting is a bustling, sun-drenched Victorian station, where a magnificent arched canopy of glass and wrought iron filters the bright sunlight, casting dramatic geometric patterns of light and shadow across the stone platforms. In the background, a lively crowd in period costume—men in top hats and women in long skirts carrying parasols—wave goodbye, their movements adding to the scene's energy and creating a palpable atmosphere of nostalgia and the excitement of a grand journey\" \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 distant elements. Steam effects are present but not consistently sharp, and there are occasional compression artifacts that slightly reduce fine detail. Lighting remains warm and generally consistent, yet color grading is not as rich or nuanced as described. The sequence maintains reasonable clarity and smoothness, but it 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 low-angle wide shot, a rightward pan, a prominent steam locomotive, and a bustling Victorian station with period costumes. The major components are represented faithfully, including the arched canopy, bright sunlight, and visible crowd. Some finer details such as exact material reflections and precise motion cues are less pronounced, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible locomotive form and steam behavior, and the platform activity aligns with the narrative. However, there are minor inconsistencies in scale cues and lighting interactions that prevent a higher level of realism. Overall, the dynamics feel believable without breaking immersion.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_2/index_tensor([1726, 1726])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_2/index_tensor([1726, 1726])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f1bd7a6bbb51b68b07d5d3ee9ce5cb233c50ecb
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_2/index_tensor([1726, 1726])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center.",
+ "seed": 13156,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_2/index_1726_seed_13156_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": 2.875,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 3.609375,
+ "video_score2_overall": 10.0,
+ "avg": 9.984375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center.",
+ "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: \"The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the server racks and LED lighting, but there are noticeable issues that prevent a higher rating. The sequence exhibits some instability in sharpness across frames, with occasional motion blur and minor focus shifts. While the color grading remains consistent with a cool blue-green palette, there are moments where fine details are not crisply resolved, reducing perceived clarity. The camera movement is generally smooth, but the overall stability could be improved to achieve a more polished look.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described: a low-angle perspective, a rightward pan, a gradual upward tilt, and a figure moving through a dark corridor lined with server racks. The environment features the expected lighting, materials, and spatial relationships, and the scene conveys the intended mood of a futuristic data-center setting. Some minor deviations exist in exact timing or emphasis of certain prompt details, but they do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting interactions, and material properties, with coherent scale between the figure and the racks. However, there are subtle inconsistencies in depth cues and motion dynamics that prevent a higher level of realism. Overall, the scene remains believable and internally coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
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+ "MQ": 3.609375,
+ "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: \"The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the server racks and LED lighting, but there are noticeable issues that prevent a higher rating. The sequence exhibits some instability in sharpness across frames, with occasional motion blur and minor focus shifts. While the color grading remains consistent with a cool blue-green palette, there are moments where fine details are not crisply resolved, reducing perceived clarity. The camera movement is generally smooth, but the overall stability could be improved to achieve a more polished look.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described: a low-angle perspective, a rightward pan, a gradual upward tilt, and a figure moving through a dark corridor lined with server racks. The environment features the expected lighting, materials, and spatial relationships, and the scene conveys the intended mood of a futuristic data-center setting. Some minor deviations exist in exact timing or emphasis of certain prompt details, but they do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting interactions, and material properties, with coherent scale between the figure and the racks. However, there are subtle inconsistencies in depth cues and motion dynamics that prevent a higher level of realism. Overall, the scene remains believable and internally coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 13157,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_2/index_1726_seed_13157_dp_4_rank_8_sample_1_slot_1.mp4",
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+ "question_id": "videoscore2_overall",
+ "question": "The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center.",
+ "token_credit_reward": 10.875,
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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: \"The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the server cabinets and LED lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains coherent, with consistent lighting and color balance across shots, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle perspective, a rightward pan, a gradual upward tilt, a blurry hooded figure walking through a dark hallway, and the presence of green/blue/amber LEDs on the cabinets. The atmosphere and mood align with the described data-center setting. Some nuanced details (e.g., exact timing of the figure’s shrinkage or the precise cadence of LED flicker) are present but not perfectly synchronized, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting interactions, and material textures, with no major violations of physics. However, there are subtle inconsistencies in motion dynamics and lighting transitions that prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 3.828125,
+ "MQ": 3.65625,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes: \"The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the server cabinets and LED lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains coherent, with consistent lighting and color balance across shots, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle perspective, a rightward pan, a gradual upward tilt, a blurry hooded figure walking through a dark hallway, and the presence of green/blue/amber LEDs on the cabinets. The atmosphere and mood align with the described data-center setting. Some nuanced details (e.g., exact timing of the figure’s shrinkage or the precise cadence of LED flicker) are present but not perfectly synchronized, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting interactions, and material textures, with no major violations of physics. However, there are subtle inconsistencies in motion dynamics and lighting transitions that prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center.",
+ "seed": 13158,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_2/index_1726_seed_13158_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": 2.671875,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 3.5625,
+ "video_score2_overall": 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: \"The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center\" \n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the server racks and LED lighting, but there are noticeable issues that prevent a higher rating. The figure remains consistently blurred across frames, which reduces perceptual sharpness and can obscure fine details. There are occasional minor motion blur and slight focus inconsistencies, though the sequence generally maintains stable framing and smooth transitions. The color grading and contrast support the blue-green data-center aesthetic, but the persistent softness on the main subject keeps the overall quality from exceeding average.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle perspective, a rightward pan, a gradual upward tilt, and a figure moving through a dark, LED-lit corridor with towering racks. The environment conveys a cold, blue-green data-center ambiance and includes the expected lighting dynamics. Some nuanced aspects—such as precise timing of the figure’s shrinkage or the exact cadence of LED flicker—are not perfectly matched, but they do not significantly detract from the overall correspondence. Overall, the video aligns well with the textual description, with minor deviations that keep it from a perfect score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible spatial relationships, scale, and lighting interactions within a data-center setting. However, there are subtle inconsistencies in how the figure interacts with the space and how lighting behaves around the figure, which prevents a higher level of realism. The environment remains coherent and believable, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.671875,
+ "TA": 3.890625,
+ "MQ": 3.5625,
+ "Overall": 10.125
+ }
+ }
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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: \"The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center\" \n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the server racks and LED lighting, but there are noticeable issues that prevent a higher rating. The figure remains consistently blurred across frames, which reduces perceptual sharpness and can obscure fine details. There are occasional minor motion blur and slight focus inconsistencies, though the sequence generally maintains stable framing and smooth transitions. The color grading and contrast support the blue-green data-center aesthetic, but the persistent softness on the main subject keeps the overall quality from exceeding average.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle perspective, a rightward pan, a gradual upward tilt, and a figure moving through a dark, LED-lit corridor with towering racks. The environment conveys a cold, blue-green data-center ambiance and includes the expected lighting dynamics. Some nuanced aspects—such as precise timing of the figure’s shrinkage or the exact cadence of LED flicker—are not perfectly matched, but they do not significantly detract from the overall correspondence. Overall, the video aligns well with the textual description, with minor deviations that keep it from a perfect score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible spatial relationships, scale, and lighting interactions within a data-center setting. However, there are subtle inconsistencies in how the figure interacts with the space and how lighting behaves around the figure, which prevents a higher level of realism. The environment remains coherent and believable, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center.",
+ "seed": 13159,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_2/index_1726_seed_13159_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 10.1875,
+ "avg": 10.171875,
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+ "question_id": "videoscore2_overall",
+ "question": "The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
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+ "credit_map_shape": [
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+ "top_frames": [
+ 2,
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+ 1
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes: \"The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center\" \n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but persistent blur, especially around the moving figure, which reduces sharpness. The lighting remains consistent with the blue-green palette and the LED-lit environment, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, though fine details remain soft due to motion blur.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle perspective, a rightward pan, a gradual upward tilt, a hooded silhouette walking through a dark corridor with server-like structures, and the distinctive blue-green lighting. The atmosphere and composition align well with the description. Some nuanced aspects—such as precise timing of the camera movement and the exact interaction between the figure and the environment—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and motion, with coherent scale and perspective across frames. There are minor inconsistencies in how the figure interacts with the surroundings and in subtle lighting dynamics that prevent a higher level of realism, but nothing that breaks 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": 2.734375,
+ "TA": 3.875,
+ "MQ": 3.5625,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "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: \"The camera begins at a low angle, panning smoothly sideways to the right while slowly tilting upward. This figure, a blurry silhouette in a hooded jacket, walks calmly down a deep hallway lined with towering metal server cabinets. In near-total darkness, the only illumination comes from the countless green, blue, and amber LEDs on the cabinets. These flicker silently and rhythmically, casting a faint yet dynamic glow on the cold, smooth concrete floor and the metal surfaces of the racks, creating a constantly shifting play of light and shadow. As the camera continues to rise, the figure gradually shrinks in the frame, until the view is completely dominated by the seemingly endless array of racks stretching to the ceiling. The image takes on a cold, blue-green hue, and the air is filled with the low hum of cooling fans, creating an atmosphere of quiet, focused, and awe-inspiring tranquility deep within this vast, futuristic data center\" \n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but persistent blur, especially around the moving figure, which reduces sharpness. The lighting remains consistent with the blue-green palette and the LED-lit environment, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, though fine details remain soft due to motion blur.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle perspective, a rightward pan, a gradual upward tilt, a hooded silhouette walking through a dark corridor with server-like structures, and the distinctive blue-green lighting. The atmosphere and composition align well with the description. Some nuanced aspects—such as precise timing of the camera movement and the exact interaction between the figure and the environment—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and motion, with coherent scale and perspective across frames. There are minor inconsistencies in how the figure interacts with the surroundings and in subtle lighting dynamics that prevent a higher level of realism, but nothing that breaks overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_8/index_tensor([4457, 4457])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_8/index_tensor([4457, 4457])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..79fc2df727cce4131f7b47020f66fa24b71f4737
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_8/index_tensor([4457, 4457])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, bathed in bright sunlight, captures the upper body of a young athlete at the peak of his action on an outdoor basketball court. The camera executes a smooth and subtle pan to the right, maintaining steady focus to carefully follow the trajectory of the basketball he has just shot. The man, with short, sweat-soaked hair, is seen from the side, his right arm fully extended, perfectly tracking, his finger pointing toward the hoop off-screen. He wears a sleeveless royal blue mesh sweatshirt, which contrasts sharply with his focused, determined expression. The immediate surroundings consist of the textured asphalt surface of the court and a soft-focus background showing a green chain-link fence with lush foliage from summer trees under a brilliant, clear sky. As the camera pans, it perfectly holds the spinning orange basketball in the frame, emphasizing the graceful arc of its motion. Bright sunlight illuminates the entire scene, casting sharp shadows and creating a high-contrast, vibrant color palette, evoking a warm, energetic, and captivating atmosphere of top-level athletic performance.",
+ "seed": 1361,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_8/index_4457_seed_1361_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": 2.515625,
+ "video_score2_ta": 2.890625,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.375,
+ "avg": 8.34375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, bathed in bright sunlight, captures the upper body of a young athlete at the peak of his action on an outdoor basketball court. The camera executes a smooth and subtle pan to the right, maintaining steady focus to carefully follow the trajectory of the basketball he has just shot. The man, with short, sweat-soaked hair, is seen from the side, his right arm fully extended, perfectly tracking, his finger pointing toward the hoop off-screen. He wears a sleeveless royal blue mesh sweatshirt, which contrasts sharply with his focused, determined expression. The immediate surroundings consist of the textured asphalt surface of the court and a soft-focus background showing a green chain-link fence with lush foliage from summer trees under a brilliant, clear sky. As the camera pans, it perfectly holds the spinning orange basketball in the frame, emphasizing the graceful arc of its motion. Bright sunlight illuminates the entire scene, casting sharp shadows and creating a high-contrast, vibrant color palette, evoking a warm, energetic, and captivating atmosphere of top-level athletic performance.",
+ "token_credit_reward": 8.375,
+ "selected_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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot of a young athlete on an outdoor basketball court, with bright sunlight, a smooth rightward pan, and a focus on the basketball's trajectory. In practice, the video presents a plausible outdoor setting and a clearly visible ball, but several key prompt elements are not consistently realized across the sequence. The camera motion is present but not always smooth or tightly synchronized with the ball, and the exact framing and timing of the shot do not uniformly match the described scenario. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. There are noticeable issues such as mild blur and occasional compression artifacts that reduce sharpness, especially during rapid motion. Lighting remains generally natural and consistent, and colors are reasonably saturated, but some frames show slight color shifts due to exposure variation. The sequence remains coherent and legible, though it does not reach high-fidelity standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is mixed. The video includes many core elements (outdoor court, bright sun, visible ball, and a player in motion), but several specifics diverge: the exact camera pan direction and timing are not consistently aligned with the described smooth rightward motion; the framing occasionally shifts away from a strict medium shot; the ball’s position and the player’s pose do not always reflect the precise trajectory implied by the prompt. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the ball follows a believable arc, lighting and shadows align with outdoor conditions, and the player’s posture appears reasonable. However, minor inconsistencies appear in motion dynamics and spatial relationships across frames, preventing a higher level of realism. Overall, physical consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.515625,
+ "TA": 2.890625,
+ "MQ": 2.9375,
+ "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 of a young athlete on an outdoor basketball court, with bright sunlight, a smooth rightward pan, and a focus on the basketball's trajectory. In practice, the video presents a plausible outdoor setting and a clearly visible ball, but several key prompt elements are not consistently realized across the sequence. The camera motion is present but not always smooth or tightly synchronized with the ball, and the exact framing and timing of the shot do not uniformly match the described scenario. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. There are noticeable issues such as mild blur and occasional compression artifacts that reduce sharpness, especially during rapid motion. Lighting remains generally natural and consistent, and colors are reasonably saturated, but some frames show slight color shifts due to exposure variation. The sequence remains coherent and legible, though it does not reach high-fidelity standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is mixed. The video includes many core elements (outdoor court, bright sun, visible ball, and a player in motion), but several specifics diverge: the exact camera pan direction and timing are not consistently aligned with the described smooth rightward motion; the framing occasionally shifts away from a strict medium shot; the ball’s position and the player’s pose do not always reflect the precise trajectory implied by the prompt. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the ball follows a believable arc, lighting and shadows align with outdoor conditions, and the player’s posture appears reasonable. However, minor inconsistencies appear in motion dynamics and spatial relationships across frames, preventing a higher level of realism. Overall, physical consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, bathed in bright sunlight, captures the upper body of a young athlete at the peak of his action on an outdoor basketball court. The camera executes a smooth and subtle pan to the right, maintaining steady focus to carefully follow the trajectory of the basketball he has just shot. The man, with short, sweat-soaked hair, is seen from the side, his right arm fully extended, perfectly tracking, his finger pointing toward the hoop off-screen. He wears a sleeveless royal blue mesh sweatshirt, which contrasts sharply with his focused, determined expression. The immediate surroundings consist of the textured asphalt surface of the court and a soft-focus background showing a green chain-link fence with lush foliage from summer trees under a brilliant, clear sky. As the camera pans, it perfectly holds the spinning orange basketball in the frame, emphasizing the graceful arc of its motion. Bright sunlight illuminates the entire scene, casting sharp shadows and creating a high-contrast, vibrant color palette, evoking a warm, energetic, and captivating atmosphere of top-level athletic performance.",
+ "seed": 1362,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_8/index_4457_seed_1362_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.21875,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 9.0,
+ "avg": 9.015625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, bathed in bright sunlight, captures the upper body of a young athlete at the peak of his action on an outdoor basketball court. The camera executes a smooth and subtle pan to the right, maintaining steady focus to carefully follow the trajectory of the basketball he has just shot. The man, with short, sweat-soaked hair, is seen from the side, his right arm fully extended, perfectly tracking, his finger pointing toward the hoop off-screen. He wears a sleeveless royal blue mesh sweatshirt, which contrasts sharply with his focused, determined expression. The immediate surroundings consist of the textured asphalt surface of the court and a soft-focus background showing a green chain-link fence with lush foliage from summer trees under a brilliant, clear sky. As the camera pans, it perfectly holds the spinning orange basketball in the frame, emphasizing the graceful arc of its motion. Bright sunlight illuminates the entire scene, casting sharp shadows and creating a high-contrast, vibrant color palette, evoking a warm, energetic, and captivating atmosphere of top-level athletic performance.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot of a young athlete on an outdoor basketball court, with bright sunlight, a smooth rightward pan, and a focus on the basketball's trajectory. In practice, the video largely follows these cues but there are notable deviations that affect fidelity. The sequence shows a young man in a sleeveless royal blue shirt on an outdoor court with a visible chain-link fence and greenery, under bright lighting, and with a ball present. However, the camera motion does not consistently execute a smooth rightward pan as described, and the framing occasionally crops or shifts perspective away from a true medium shot. Overall, while many elements align, several key aspects of the prompt are not faithfully realized.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and natural lighting, with colors that read as vibrant and shadows that feel plausible. There are occasional minor artifacts and slight inconsistencies in sharpness across frames, and some compression noise may be present. The sequence remains coherent, but it does not exhibit high-end polish or pristine detail throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures most core elements—subject, setting, attire, and presence of a basketball—yet several critical aspects diverge: the camera movement is not consistently a smooth rightward pan; the framing varies and can drift away from a true medium shot; and the ball’s position and motion do not always align with the described trajectory. These gaps indicate only partial fidelity to the original instructions.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and human proportions, with believable lighting and shadows. However, there are minor inconsistencies in how the ball moves and interacts with the shot, and some timing or spatial relationships feel slightly off, preventing a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.21875,
+ "MQ": 2.90625,
+ "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 medium shot of a young athlete on an outdoor basketball court, with bright sunlight, a smooth rightward pan, and a focus on the basketball's trajectory. In practice, the video largely follows these cues but there are notable deviations that affect fidelity. The sequence shows a young man in a sleeveless royal blue shirt on an outdoor court with a visible chain-link fence and greenery, under bright lighting, and with a ball present. However, the camera motion does not consistently execute a smooth rightward pan as described, and the framing occasionally crops or shifts perspective away from a true medium shot. Overall, while many elements align, several key aspects of the prompt are not faithfully realized.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and natural lighting, with colors that read as vibrant and shadows that feel plausible. There are occasional minor artifacts and slight inconsistencies in sharpness across frames, and some compression noise may be present. The sequence remains coherent, but it does not exhibit high-end polish or pristine detail throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures most core elements—subject, setting, attire, and presence of a basketball—yet several critical aspects diverge: the camera movement is not consistently a smooth rightward pan; the framing varies and can drift away from a true medium shot; and the ball’s position and motion do not always align with the described trajectory. These gaps indicate only partial fidelity to the original instructions.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and human proportions, with believable lighting and shadows. However, there are minor inconsistencies in how the ball moves and interacts with the shot, and some timing or spatial relationships feel slightly off, preventing a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 1363,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000194/group_8/index_4457_seed_1363_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 9.125,
+ "avg": 9.15625,
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, bathed in bright sunlight, captures the upper body of a young athlete at the peak of his action on an outdoor basketball court. The camera executes a smooth and subtle pan to the right, maintaining steady focus to carefully follow the trajectory of the basketball he has just shot. The man, with short, sweat-soaked hair, is seen from the side, his right arm fully extended, perfectly tracking, his finger pointing toward the hoop off-screen. He wears a sleeveless royal blue mesh sweatshirt, which contrasts sharply with his focused, determined expression. The immediate surroundings consist of the textured asphalt surface of the court and a soft-focus background showing a green chain-link fence with lush foliage from summer trees under a brilliant, clear sky. As the camera pans, it perfectly holds the spinning orange basketball in the frame, emphasizing the graceful arc of its motion. Bright sunlight illuminates the entire scene, casting sharp shadows and creating a high-contrast, vibrant color palette, evoking a warm, energetic, and captivating atmosphere of top-level athletic performance.",
+ "token_credit_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot of a young athlete on an outdoor basketball court, with bright sunlight, a smooth rightward pan, and a focus on the basketball's trajectory. In practice, the video largely follows these cues but there are notable deviations that affect fidelity. The sequence shows a young man in a sleeveless royal blue shirt on an outdoor court under bright sun, with a visible chain-link fence and greenery in the background. The camera does pan slightly to the right, and the subject appears to be in motion, but the shot does not consistently emphasize the basketball or maintain a tight focus on the hoop as described. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames are reasonably clear with decent lighting and color saturation, and the subject remains identifiable across shots. There are occasional minor artifacts and slight inconsistencies in sharpness between frames, and some motion blur is present, which is expected in sports footage. No major distortions or abrupt changes are evident, so the video reads as acceptable but not exceptional in quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—medium shot, bright outdoor lighting, outdoor court setting, and a rightward camera movement. However, important specifics from the prompt are not consistently realized: the basketball is not clearly visible or tracked throughout, the hoop is not prominently featured, and the described emphasis on the basketball's arc and the exact pose is only partially achieved. The overall scene conveys athletic activity, but the fidelity to the detailed prompt is not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible human movement and a believable outdoor environment, with natural-looking posture and interaction with the court. Some minor inconsistencies exist in timing and ball trajectory cues due to the partial visibility of the ball, but nothing severely breaks realism. Overall, the video maintains reasonable physical plausibility without strong deviations.\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": 3.0625,
+ "TA": 3.1875,
+ "MQ": 2.90625,
+ "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 medium shot of a young athlete on an outdoor basketball court, with bright sunlight, a smooth rightward pan, and a focus on the basketball's trajectory. In practice, the video largely follows these cues but there are notable deviations that affect fidelity. The sequence shows a young man in a sleeveless royal blue shirt on an outdoor court under bright sun, with a visible chain-link fence and greenery in the background. The camera does pan slightly to the right, and the subject appears to be in motion, but the shot does not consistently emphasize the basketball or maintain a tight focus on the hoop as described. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames are reasonably clear with decent lighting and color saturation, and the subject remains identifiable across shots. There are occasional minor artifacts and slight inconsistencies in sharpness between frames, and some motion blur is present, which is expected in sports footage. No major distortions or abrupt changes are evident, so the video reads as acceptable but not exceptional in quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—medium shot, bright outdoor lighting, outdoor court setting, and a rightward camera movement. However, important specifics from the prompt are not consistently realized: the basketball is not clearly visible or tracked throughout, the hoop is not prominently featured, and the described emphasis on the basketball's arc and the exact pose is only partially achieved. The overall scene conveys athletic activity, but the fidelity to the detailed prompt is not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible human movement and a believable outdoor environment, with natural-looking posture and interaction with the court. Some minor inconsistencies exist in timing and ball trajectory cues due to the partial visibility of the ball, but nothing severely breaks realism. Overall, the video maintains reasonable physical plausibility without strong deviations.\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 medium shot of a young athlete on an outdoor basketball court, with bright sunlight, a smooth rightward pan, and a focus on the basketball's trajectory. In practice, the video largely follows these cues but does not fully realize the described cinematography or motion fidelity. The overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear subject visibility, with consistent lighting and a reasonably sharp main subject. However, there are minor issues such as slight edge softness, occasional compression artifacts, and limited depth cues that prevent a higher-end impression. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nMost elements from the prompt are present (young athlete, outdoor court, bright sun, side view, ball visible). Yet the precise camera movement promised by the prompt (a smooth rightward pan) is not convincingly realized; the sequence appears relatively static with only a subtle drift. The alignment is acceptable but not strong, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting, and spatial relations, with no obvious physics violations. Some minor inconsistencies in motion timing and depth perception exist, but they do not undermine overall realism. This supports a mid-level assessment (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": 3.21875,
+ "MQ": 3.0,
+ "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 medium shot of a young athlete on an outdoor basketball court, with bright sunlight, a smooth rightward pan, and a focus on the basketball's trajectory. In practice, the video largely follows these cues but does not fully realize the described cinematography or motion fidelity. The overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear subject visibility, with consistent lighting and a reasonably sharp main subject. However, there are minor issues such as slight edge softness, occasional compression artifacts, and limited depth cues that prevent a higher-end impression. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nMost elements from the prompt are present (young athlete, outdoor court, bright sun, side view, ball visible). Yet the precise camera movement promised by the prompt (a smooth rightward pan) is not convincingly realized; the sequence appears relatively static with only a subtle drift. The alignment is acceptable but not strong, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting, and spatial relations, with no obvious physics violations. Some minor inconsistencies in motion timing and depth perception exist, but they do not undermine overall realism. This supports a mid-level assessment (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-window3/rl_samples/0000910/group_0/index_tensor([5864, 5864])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_0/index_tensor([5864, 5864])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6880941a22a29faf14eb055ceaf80af9f6c5bf5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_0/index_tensor([5864, 5864])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "striking aerial drone shot begins from high above, swooping vertically at breathtaking speed, focusing on a deep green river below, its turbulent currents shrouded in white foam. As the camera rapidly descends, shifting to a low-angle tracking shot close to the water's surface, a narrow, vibrantly colored centipede boat suddenly bursts into the frame. Painted a vibrant red and gold, its prow is adorned with a ferocious, lifelike dragon head, cutting through the surging waves. On board, twenty muscular, tanned rowers, wearing matching red sleeveless vests, lean forward in unison, their faces focused, their teeth clenched, their bodies pulsating in unison to the thunderous beat of a drummer at the bow. Filmed in a high-speed style, each stroke is meticulously deconstructed: the wooden blade slices neatly into the water, then, driven by the rowers' back muscles, is pulled back with a powerful pull. The resulting spray explodes into countless crystalline droplets in the bright sunlight, suspended in the air in graceful slow-motion, each droplet reflecting light. The sound of the boat cutting through the turbulent current intertwines with the deafening beat of drums and the heavy breathing of the rowers, while the dense tropical rainforest rapidly recedes on both sides. The entire scene is filled with a sense of primal power, a tense competitive rhythm, and a surge of adrenaline, creating an ultimate sense of athletic competition.",
+ "seed": 32733,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_0/index_5864_seed_32733_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "avg": 3.390625,
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+ {
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+ "question": "striking aerial drone shot begins from high above, swooping vertically at breathtaking speed, focusing on a deep green river below, its turbulent currents shrouded in white foam. As the camera rapidly descends, shifting to a low-angle tracking shot close to the water's surface, a narrow, vibrantly colored centipede boat suddenly bursts into the frame. Painted a vibrant red and gold, its prow is adorned with a ferocious, lifelike dragon head, cutting through the surging waves. On board, twenty muscular, tanned rowers, wearing matching red sleeveless vests, lean forward in unison, their faces focused, their teeth clenched, their bodies pulsating in unison to the thunderous beat of a drummer at the bow. Filmed in a high-speed style, each stroke is meticulously deconstructed: the wooden blade slices neatly into the water, then, driven by the rowers' back muscles, is pulled back with a powerful pull. The resulting spray explodes into countless crystalline droplets in the bright sunlight, suspended in the air in graceful slow-motion, each droplet reflecting light. The sound of the boat cutting through the turbulent current intertwines with the deafening beat of drums and the heavy breathing of the rowers, while the dense tropical rainforest rapidly recedes on both sides. The entire scene is filled with a sense of primal power, a tense competitive rhythm, and a surge of adrenaline, creating an ultimate sense of athletic competition.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Aerial drone shot beginning from high above\n- Swooping vertically at breathtaking speed\n- Focus on a deep green river below\n- Turbulent currents shrouded in white foam\n- Camera rapidly descending to low-angle tracking shot\n- Close to water's surface\n- A narrow, vibrantly colored centipede boat suddenly bursting into frame\n- Painted vibrant red and gold\n- Prow adorned with ferocious, lifelike dragon head\n- Cutting through surging waves\n- On board: twenty muscular, tanned rowers wearing matching red sleeveless vests\n- Rowers leaning forward in unison, faces focused, teeth clenched\n- Bodies pulsating in unison to thunderous beat of drummer at bow\n- High-speed filming style\n- Each stroke meticulously deconstructed\n- Wooden blade slicing neatly into water\n- Powerful pull driven by rowers' back muscles\n- Spray exploding into countless crystalline droplets\n- Suspended in air in graceful slow-motion\n- Each droplet reflecting light\n- Sound of boat cutting through turbulent current\n- Deafening beat of drums and heavy breathing of rowers\n- Dense tropical rainforest rapidly receding on both sides\n- Sense of primal power, tense competitive rhythm, surge of adrenaline\n- Ultimate sense of athletic competition\n\nNow let me examine the frames:\n\nFrame 1: Shows a very blurry, distorted image with blue and green colors and some red shapes. It's extremely unclear and pixelated.\nFrame 2: Similar blurry, distorted appearance with blue-green tones and red shapes. Still very unclear and pixelated.\nFrame 3: Shows what appears to be a red and yellow/golden object against a blue background. This could potentially be interpreted as part of a boat or vessel, but it's still quite blurry and distorted.\nFrame 4: Shows a more defined shape that looks like it could be a boat or vessel with red and yellow/golden coloring against a blue background. Still quite blurry and unclear.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme blur, heavy compression artifacts, and color bleeding that obscure details. The resolution is effectively unusable, and there is no coherent rendering of the requested scene. Transitions between frames are abrupt and do not convey a smooth, cinematic progression. Overall, the video fails to deliver a credible visual representation of the described scenario.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not establish an aerial drone perspective, nor do they depict a river, a dragon-headed boat, or the described human elements. The imagery is too abstract and distorted to map to the specific narrative components, resulting in a complete mismatch between the prompt and the produced visuals.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical behavior and coherent spatial relationships. The objects appear to float or morph without gravity cues, and there is no consistent scale or interaction with water or wind. Lighting and shadows are inconsistent, and the overall scene does not follow basic physical expectations, indicating a fundamental breakdown in common-sense reasoning.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ "TA": 1,
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+ "MQ": 1.1015625,
+ "Overall": 3.375
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Aerial drone shot beginning from high above\n- Swooping vertically at breathtaking speed\n- Focus on a deep green river below\n- Turbulent currents shrouded in white foam\n- Camera rapidly descending to low-angle tracking shot\n- Close to water's surface\n- A narrow, vibrantly colored centipede boat suddenly bursting into frame\n- Painted vibrant red and gold\n- Prow adorned with ferocious, lifelike dragon head\n- Cutting through surging waves\n- On board: twenty muscular, tanned rowers wearing matching red sleeveless vests\n- Rowers leaning forward in unison, faces focused, teeth clenched\n- Bodies pulsating in unison to thunderous beat of drummer at bow\n- High-speed filming style\n- Each stroke meticulously deconstructed\n- Wooden blade slicing neatly into water\n- Powerful pull driven by rowers' back muscles\n- Spray exploding into countless crystalline droplets\n- Suspended in air in graceful slow-motion\n- Each droplet reflecting light\n- Sound of boat cutting through turbulent current\n- Deafening beat of drums and heavy breathing of rowers\n- Dense tropical rainforest rapidly receding on both sides\n- Sense of primal power, tense competitive rhythm, surge of adrenaline\n- Ultimate sense of athletic competition\n\nNow let me examine the frames:\n\nFrame 1: Shows a very blurry, distorted image with blue and green colors and some red shapes. It's extremely unclear and pixelated.\nFrame 2: Similar blurry, distorted appearance with blue-green tones and red shapes. Still very unclear and pixelated.\nFrame 3: Shows what appears to be a red and yellow/golden object against a blue background. This could potentially be interpreted as part of a boat or vessel, but it's still quite blurry and distorted.\nFrame 4: Shows a more defined shape that looks like it could be a boat or vessel with red and yellow/golden coloring against a blue background. Still quite blurry and unclear.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme blur, heavy compression artifacts, and color bleeding that obscure details. The resolution is effectively unusable, and there is no coherent rendering of the requested scene. Transitions between frames are abrupt and do not convey a smooth, cinematic progression. Overall, the video fails to deliver a credible visual representation of the described scenario.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not establish an aerial drone perspective, nor do they depict a river, a dragon-headed boat, or the described human elements. The imagery is too abstract and distorted to map to the specific narrative components, resulting in a complete mismatch between the prompt and the produced visuals.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical behavior and coherent spatial relationships. The objects appear to float or morph without gravity cues, and there is no consistent scale or interaction with water or wind. Lighting and shadows are inconsistent, and the overall scene does not follow basic physical expectations, indicating a fundamental breakdown in common-sense reasoning.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 32734,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_0/index_5864_seed_32734_dp_0_rank_0_sample_1_slot_1.mp4",
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+ "question": "striking aerial drone shot begins from high above, swooping vertically at breathtaking speed, focusing on a deep green river below, its turbulent currents shrouded in white foam. As the camera rapidly descends, shifting to a low-angle tracking shot close to the water's surface, a narrow, vibrantly colored centipede boat suddenly bursts into the frame. Painted a vibrant red and gold, its prow is adorned with a ferocious, lifelike dragon head, cutting through the surging waves. On board, twenty muscular, tanned rowers, wearing matching red sleeveless vests, lean forward in unison, their faces focused, their teeth clenched, their bodies pulsating in unison to the thunderous beat of a drummer at the bow. Filmed in a high-speed style, each stroke is meticulously deconstructed: the wooden blade slices neatly into the water, then, driven by the rowers' back muscles, is pulled back with a powerful pull. The resulting spray explodes into countless crystalline droplets in the bright sunlight, suspended in the air in graceful slow-motion, each droplet reflecting light. The sound of the boat cutting through the turbulent current intertwines with the deafening beat of drums and the heavy breathing of the rowers, while the dense tropical rainforest rapidly recedes on both sides. The entire scene is filled with a sense of primal power, a tense competitive rhythm, and a surge of adrenaline, creating an ultimate sense of athletic competition.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Aerial drone shot beginning from high above\n- Swooping vertically at breathtaking speed\n- Focus on a deep green river below\n- Turbulent currents shrouded in white foam\n- Camera rapidly descending to low-angle tracking shot\n- Close to water's surface\n- Narrow, vibrantly colored centipede boat suddenly bursting into frame\n- Painted vibrant red and gold\n- Prow adorned with ferocious, lifelike dragon head\n- Cutting through surging waves\n- On board: twenty muscular, tanned rowers wearing matching red sleeveless vests\n- Rowers leaning forward in unison, faces focused, teeth clenched\n- Bodies pulsating in unison to thunderous beat of drummer at bow\n- High-speed filming style\n- Each stroke meticulously deconstructed: wooden blade slices neatly into water\n- Driven by rowers' back muscles, powerful pull\n- Resulting spray explodes into countless crystalline droplets\n- Suspended in air in graceful slow-motion\n- Each droplet reflecting light\n- Sound of boat cutting through turbulent current\n- Intertwines with beat of drums and heavy breathing of rowers\n- Dense tropical rainforest rapidly receding on both sides\n- Sense of primal power, tense competitive rhythm, surge of adrenaline\n- Creating sense of athletic competition\n\nNow let me examine the frames:\n\nFrame 1: Shows a very blurry, low-quality image with greenish-blue tones and some horizontal banding. It's extremely unclear and hard to make out any specific details.\nFrame 2: Shows a reddish-orange background with what appears to be a curved shape at the bottom. Again, very blurry and unclear.\nFrame 3: Shows a more complex pattern with green, red, and other colors, but still very blurry and unclear.\nFrame 4: Shows a striped pattern with different colors (green, red, white, etc.) that appears to be some kind of abstract or distorted image.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme blur, heavy compression artifacts, and inconsistent color rendering, making it impossible to discern objects, actions, or scene structure. This results in a very poor viewing experience and aligns with a score of 1 for Visual Quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the detailed prompt and the actual video content. The frames do not reveal recognizable elements such as the aerial drone shot, the river, the boat, the rowers, or the rainforest, nor any coherent sequence of events described in the prompt. The content fails to reflect the requested scenario, indicating a complete mismatch and a score of 1 for Text-to-Video Alignment.\n\nPhysical/Common-sense Consistency:\nGiven the lack of identifiable objects or plausible physical interactions, there is no basis to assess physical realism or common-sense coherence. The frames do not provide enough information to evaluate whether the depicted actions follow real-world physics, resulting in a score of 1 for Physical/Common-sense Consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.015625,
+ "MQ": 1.0234375,
+ "Overall": 3.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Aerial drone shot beginning from high above\n- Swooping vertically at breathtaking speed\n- Focus on a deep green river below\n- Turbulent currents shrouded in white foam\n- Camera rapidly descending to low-angle tracking shot\n- Close to water's surface\n- Narrow, vibrantly colored centipede boat suddenly bursting into frame\n- Painted vibrant red and gold\n- Prow adorned with ferocious, lifelike dragon head\n- Cutting through surging waves\n- On board: twenty muscular, tanned rowers wearing matching red sleeveless vests\n- Rowers leaning forward in unison, faces focused, teeth clenched\n- Bodies pulsating in unison to thunderous beat of drummer at bow\n- High-speed filming style\n- Each stroke meticulously deconstructed: wooden blade slices neatly into water\n- Driven by rowers' back muscles, powerful pull\n- Resulting spray explodes into countless crystalline droplets\n- Suspended in air in graceful slow-motion\n- Each droplet reflecting light\n- Sound of boat cutting through turbulent current\n- Intertwines with beat of drums and heavy breathing of rowers\n- Dense tropical rainforest rapidly receding on both sides\n- Sense of primal power, tense competitive rhythm, surge of adrenaline\n- Creating sense of athletic competition\n\nNow let me examine the frames:\n\nFrame 1: Shows a very blurry, low-quality image with greenish-blue tones and some horizontal banding. It's extremely unclear and hard to make out any specific details.\nFrame 2: Shows a reddish-orange background with what appears to be a curved shape at the bottom. Again, very blurry and unclear.\nFrame 3: Shows a more complex pattern with green, red, and other colors, but still very blurry and unclear.\nFrame 4: Shows a striped pattern with different colors (green, red, white, etc.) that appears to be some kind of abstract or distorted image.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme blur, heavy compression artifacts, and inconsistent color rendering, making it impossible to discern objects, actions, or scene structure. This results in a very poor viewing experience and aligns with a score of 1 for Visual Quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the detailed prompt and the actual video content. The frames do not reveal recognizable elements such as the aerial drone shot, the river, the boat, the rowers, or the rainforest, nor any coherent sequence of events described in the prompt. The content fails to reflect the requested scenario, indicating a complete mismatch and a score of 1 for Text-to-Video Alignment.\n\nPhysical/Common-sense Consistency:\nGiven the lack of identifiable objects or plausible physical interactions, there is no basis to assess physical realism or common-sense coherence. The frames do not provide enough information to evaluate whether the depicted actions follow real-world physics, resulting in a score of 1 for Physical/Common-sense Consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 32735,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_0/index_5864_seed_32735_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.375,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.03125,
+ "video_score2_overall": 3.40625,
+ "avg": 3.4140625,
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+ "question": "striking aerial drone shot begins from high above, swooping vertically at breathtaking speed, focusing on a deep green river below, its turbulent currents shrouded in white foam. As the camera rapidly descends, shifting to a low-angle tracking shot close to the water's surface, a narrow, vibrantly colored centipede boat suddenly bursts into the frame. Painted a vibrant red and gold, its prow is adorned with a ferocious, lifelike dragon head, cutting through the surging waves. On board, twenty muscular, tanned rowers, wearing matching red sleeveless vests, lean forward in unison, their faces focused, their teeth clenched, their bodies pulsating in unison to the thunderous beat of a drummer at the bow. Filmed in a high-speed style, each stroke is meticulously deconstructed: the wooden blade slices neatly into the water, then, driven by the rowers' back muscles, is pulled back with a powerful pull. The resulting spray explodes into countless crystalline droplets in the bright sunlight, suspended in the air in graceful slow-motion, each droplet reflecting light. The sound of the boat cutting through the turbulent current intertwines with the deafening beat of drums and the heavy breathing of the rowers, while the dense tropical rainforest rapidly recedes on both sides. The entire scene is filled with a sense of primal power, a tense competitive rhythm, and a surge of adrenaline, creating an ultimate sense of athletic competition.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Aerial drone shot beginning from high above\n- Swooping vertically at breathtaking speed\n- Focus on a deep green river below\n- Turbulent currents shrouded in white foam\n- Camera rapidly descending to low-angle tracking shot\n- Close to water's surface\n- Narrow, vibrantly colored centipede boat suddenly bursting into frame\n- Painted vibrant red and gold\n- Prow adorned with ferocious, lifelike dragon head\n- Cutting through surging waves\n- On board: twenty muscular, tanned rowers wearing matching red sleeveless vests\n- Rowers leaning forward in unison, faces focused, teeth clenched\n- Bodies pulsating in unison to thunderous beat of drummer at bow\n- High-speed filming style\n- Each stroke meticulously deconstructed\n- Wooden blade slicing neatly into water\n- Powerful pull driven by rowers' back muscles\n- Spray exploding into countless crystalline droplets\n- Bright sunlight suspended in air in graceful slow-motion\n- Dense tropical rainforest rapidly receding on both sides\n- Sense of primal power, tense competitive rhythm, surge of adrenaline\n- Ultimate sense of athletic competition\n\nNow let me examine the frames:\n\nFrame 1: Shows what appears to be a very distorted, pixelated image with horizontal bands of different colors (red, white, blue, green). It looks like heavily corrupted or glitched digital data with severe visual artifacts.\nFrame 2: Similar horizontal banding pattern but with different color transitions, appearing more like digital noise or corruption with jagged edges and poor clarity.\nFrame 3: Continues the same pattern with horizontal bands and digital artifacts, very unclear and distorted.\nFrame 4: Shows more of the same digital corruption pattern with horizontal bands and severe visual distortions.\nFrame 5: Final frame shows similar digital artifacts and corruption patterns.\n\nVisual Quality Analysis:\nThe overall visual quality is extremely poor across all frames. The content is dominated by severe digital artifacts, heavy pixelation, and corrupted data-like patterns that render any meaningful interpretation impossible. The frames exhibit persistent horizontal banding, extreme noise, and color distortions that prevent recognition of any coherent scene or subject. Given these characteristics, the video would receive the lowest possible score for Visual Quality.\n\nText-to-Video Alignment Analysis:\nThere is no discernible alignment between the prompt and the actual video content. The frames do not depict the described aerial drone shot, river, boat, rowers, or any of the detailed elements. Instead, they present generic digital corruption and noise with no recognizable objects or actions. This results in a complete failure to satisfy the prompt requirements, warranting the lowest possible score for Text-to-Video Alignment.\n\nPhysical/Common-sense Consistency:\nThe video lacks any coherent physical structure or plausible real-world behavior. The digital artifacts and noise do not correspond to any expected physical interactions, movements, or environmental dynamics. There is no basis to assess physical realism or common-sense consistency, and the content fails to demonstrate any plausible physical world. This constitutes a fundamental breakdown in generating a physically consistent scene, justifying the lowest possible score for Physical/Common-sense Consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0078125,
+ "MQ": 1.03125,
+ "Overall": 3.40625
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Aerial drone shot beginning from high above\n- Swooping vertically at breathtaking speed\n- Focus on a deep green river below\n- Turbulent currents shrouded in white foam\n- Camera rapidly descending to low-angle tracking shot\n- Close to water's surface\n- Narrow, vibrantly colored centipede boat suddenly bursting into frame\n- Painted vibrant red and gold\n- Prow adorned with ferocious, lifelike dragon head\n- Cutting through surging waves\n- On board: twenty muscular, tanned rowers wearing matching red sleeveless vests\n- Rowers leaning forward in unison, faces focused, teeth clenched\n- Bodies pulsating in unison to thunderous beat of drummer at bow\n- High-speed filming style\n- Each stroke meticulously deconstructed\n- Wooden blade slicing neatly into water\n- Powerful pull driven by rowers' back muscles\n- Spray exploding into countless crystalline droplets\n- Bright sunlight suspended in air in graceful slow-motion\n- Dense tropical rainforest rapidly receding on both sides\n- Sense of primal power, tense competitive rhythm, surge of adrenaline\n- Ultimate sense of athletic competition\n\nNow let me examine the frames:\n\nFrame 1: Shows what appears to be a very distorted, pixelated image with horizontal bands of different colors (red, white, blue, green). It looks like heavily corrupted or glitched digital data with severe visual artifacts.\nFrame 2: Similar horizontal banding pattern but with different color transitions, appearing more like digital noise or corruption with jagged edges and poor clarity.\nFrame 3: Continues the same pattern with horizontal bands and digital artifacts, very unclear and distorted.\nFrame 4: Shows more of the same digital corruption pattern with horizontal bands and severe visual distortions.\nFrame 5: Final frame shows similar digital artifacts and corruption patterns.\n\nVisual Quality Analysis:\nThe overall visual quality is extremely poor across all frames. The content is dominated by severe digital artifacts, heavy pixelation, and corrupted data-like patterns that render any meaningful interpretation impossible. The frames exhibit persistent horizontal banding, extreme noise, and color distortions that prevent recognition of any coherent scene or subject. Given these characteristics, the video would receive the lowest possible score for Visual Quality.\n\nText-to-Video Alignment Analysis:\nThere is no discernible alignment between the prompt and the actual video content. The frames do not depict the described aerial drone shot, river, boat, rowers, or any of the detailed elements. Instead, they present generic digital corruption and noise with no recognizable objects or actions. This results in a complete failure to satisfy the prompt requirements, warranting the lowest possible score for Text-to-Video Alignment.\n\nPhysical/Common-sense Consistency:\nThe video lacks any coherent physical structure or plausible real-world behavior. The digital artifacts and noise do not correspond to any expected physical interactions, movements, or environmental dynamics. There is no basis to assess physical realism or common-sense consistency, and the content fails to demonstrate any plausible physical world. This constitutes a fundamental breakdown in generating a physically consistent scene, justifying the lowest possible score for Physical/Common-sense Consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 32736,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_0/index_5864_seed_32736_dp_1_rank_2_sample_3_slot_1.mp4",
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+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.15625,
+ "video_score2_ta": 1.0234375,
+ "video_score2_mq": 1.03125,
+ "video_score2_overall": 3.21875,
+ "avg": 3.2109375,
+ "reward_records": [
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+ "question": "striking aerial drone shot begins from high above, swooping vertically at breathtaking speed, focusing on a deep green river below, its turbulent currents shrouded in white foam. As the camera rapidly descends, shifting to a low-angle tracking shot close to the water's surface, a narrow, vibrantly colored centipede boat suddenly bursts into the frame. Painted a vibrant red and gold, its prow is adorned with a ferocious, lifelike dragon head, cutting through the surging waves. On board, twenty muscular, tanned rowers, wearing matching red sleeveless vests, lean forward in unison, their faces focused, their teeth clenched, their bodies pulsating in unison to the thunderous beat of a drummer at the bow. Filmed in a high-speed style, each stroke is meticulously deconstructed: the wooden blade slices neatly into the water, then, driven by the rowers' back muscles, is pulled back with a powerful pull. The resulting spray explodes into countless crystalline droplets in the bright sunlight, suspended in the air in graceful slow-motion, each droplet reflecting light. The sound of the boat cutting through the turbulent current intertwines with the deafening beat of drums and the heavy breathing of the rowers, while the dense tropical rainforest rapidly recedes on both sides. The entire scene is filled with a sense of primal power, a tense competitive rhythm, and a surge of adrenaline, creating an ultimate sense of athletic competition.",
+ "token_credit_reward": 3.21875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Aerial drone shot beginning from high above\n- Swooping vertically at breathtaking speed\n- Focus on a deep green river below\n- Turbulent currents shrouded in white foam\n- Camera rapidly descending to low-angle tracking shot\n- Close to water's surface\n- A narrow, vibrantly colored centipede boat bursting into frame\n- Painted vibrant red and gold\n- Prow adorned with ferocious, lifelike dragon head\n- Cutting through surging waves\n- On board: 20 muscular, tanned rowers wearing matching red sleeveless vests\n- Rowers leaning forward in unison, faces focused, teeth clenched\n- Bodies pulsating in unison to thunderous beat of drummer at bow\n- Filmed in high-speed style\n- Each stroke meticulously deconstructed: wooden blade slices neatly into water\n- Driven by rowers' back muscles, powerful pull\n- Resulting spray explodes into countless crystalline droplets\n- Suspended in air in graceful slow-motion\n- Each droplet reflecting light\n- Sound of boat cutting through turbulent current\n- Intertwines with beat of drums and heavy breathing of rowers\n- Dense tropical rainforest rapidly receding on both sides\n- Sense of primal power, tense competitive rhythm, surge of adrenaline\n- Creating sense of athletic competition\n\nNow let me examine the frames:\n\nFrame 1: Shows what appears to be water or liquid with some kind of object or creature partially visible. There's a greenish-blue tint and what looks like a dark shape or creature in the water.\n\nFrame 2: This frame shows what appears to be a red/pink textured object against a blue background. The object has a segmented, almost segmented appearance that could be interpreted as a creature or structure.\n\nFrame 3: Similar to frame 2, showing the same red/pink textured object against blue background, appearing to be moving or changing slightly.\n\nFrame 4: Continues the same pattern with the red/pink textured object against blue background.\n\nFrame 5: Still showing the same red/pink object against blue background, maintaining the same visual pattern.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Color rendering is inconsistent, with oversaturated greens and blues and a flat, desaturated red/pink object. The object’s texture remains indistinct and the scene lacks depth cues, making it difficult to interpret the visuals as a coherent scene. Transitions between frames are abrupt rather than smooth, contributing to a disjointed viewing experience. Overall, the video presents a very poor level of visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict an aerial drone shot, a river, a dragon-headed boat, rowers, or any of the other elements specified. Instead, they show abstract color blocks and a vague red/pink object, with no clear narrative or scene progression. The content fails to reflect the requested scenario, indicating a complete mismatch between the prompt and the video (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals do not convey plausible physical interactions or common-sense dynamics. There is no coherent motion, no recognizable objects interacting with water, and no consistent lighting or environmental context. The result is a lack of physical plausibility and common-sense coherence (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0234375,
+ "MQ": 1.03125,
+ "Overall": 3.21875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Aerial drone shot beginning from high above\n- Swooping vertically at breathtaking speed\n- Focus on a deep green river below\n- Turbulent currents shrouded in white foam\n- Camera rapidly descending to low-angle tracking shot\n- Close to water's surface\n- A narrow, vibrantly colored centipede boat bursting into frame\n- Painted vibrant red and gold\n- Prow adorned with ferocious, lifelike dragon head\n- Cutting through surging waves\n- On board: 20 muscular, tanned rowers wearing matching red sleeveless vests\n- Rowers leaning forward in unison, faces focused, teeth clenched\n- Bodies pulsating in unison to thunderous beat of drummer at bow\n- Filmed in high-speed style\n- Each stroke meticulously deconstructed: wooden blade slices neatly into water\n- Driven by rowers' back muscles, powerful pull\n- Resulting spray explodes into countless crystalline droplets\n- Suspended in air in graceful slow-motion\n- Each droplet reflecting light\n- Sound of boat cutting through turbulent current\n- Intertwines with beat of drums and heavy breathing of rowers\n- Dense tropical rainforest rapidly receding on both sides\n- Sense of primal power, tense competitive rhythm, surge of adrenaline\n- Creating sense of athletic competition\n\nNow let me examine the frames:\n\nFrame 1: Shows what appears to be water or liquid with some kind of object or creature partially visible. There's a greenish-blue tint and what looks like a dark shape or creature in the water.\n\nFrame 2: This frame shows what appears to be a red/pink textured object against a blue background. The object has a segmented, almost segmented appearance that could be interpreted as a creature or structure.\n\nFrame 3: Similar to frame 2, showing the same red/pink textured object against blue background, appearing to be moving or changing slightly.\n\nFrame 4: Continues the same pattern with the red/pink textured object against blue background.\n\nFrame 5: Still showing the same red/pink object against blue background, maintaining the same visual pattern.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Color rendering is inconsistent, with oversaturated greens and blues and a flat, desaturated red/pink object. The object’s texture remains indistinct and the scene lacks depth cues, making it difficult to interpret the visuals as a coherent scene. Transitions between frames are abrupt rather than smooth, contributing to a disjointed viewing experience. Overall, the video presents a very poor level of visual quality (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict an aerial drone shot, a river, a dragon-headed boat, rowers, or any of the other elements specified. Instead, they show abstract color blocks and a vague red/pink object, with no clear narrative or scene progression. The content fails to reflect the requested scenario, indicating a complete mismatch between the prompt and the video (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals do not convey plausible physical interactions or common-sense dynamics. There is no coherent motion, no recognizable objects interacting with water, and no consistent lighting or environmental context. The result is a lack of physical plausibility and common-sense coherence (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_11/index_tensor([2072, 2072])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_11/index_tensor([2072, 2072])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7078ff9424613f6d3fea253c83b20c9c283799d9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_11/index_tensor([2072, 2072])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An unsteady, slightly trembling overhead shot slowly pulls back to reveal the entire, baffling spectacle, beginning with a heavy, dark wooden table, upon which rests an open hardcover copy of A Brief History of Time. From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals, forming a dazzling galaxy of knowledge connecting the book to the ceiling. Meanwhile, the surrounding, cathedral-like library undergoes an Inception-like geometric folding. Towering mahogany shelves bend and twist in ways that defy the laws of physics, forming impossible angles and surreal arches. The floor curls upward, the ceiling folds downward, the entire spatial structure resembling a complex dream undergoing self-reconfiguration. The cool bluish-violet light emanating from the equations and dust intertwines with the warm yellow light of the library's original lamps, emanating from their classic green shades, casting a shifting, grotesque, and dynamic shadows across the warped wooden surfaces. While capturing this surreal and magnificent scene, the camera's slight shaking exacerbates the instability of the picture, creating an awe-inspiring visual shock that is both chaotic and extremely orderly, perfectly capturing the moment when knowledge breaks through physical constraints.",
+ "seed": 9794,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_11/index_2072_seed_9794_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
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+ "video_score2_vq": 1.28125,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.0703125,
+ "video_score2_overall": 3.375,
+ "avg": 3.3671875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An unsteady, slightly trembling overhead shot slowly pulls back to reveal the entire, baffling spectacle, beginning with a heavy, dark wooden table, upon which rests an open hardcover copy of A Brief History of Time. From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals, forming a dazzling galaxy of knowledge connecting the book to the ceiling. Meanwhile, the surrounding, cathedral-like library undergoes an Inception-like geometric folding. Towering mahogany shelves bend and twist in ways that defy the laws of physics, forming impossible angles and surreal arches. The floor curls upward, the ceiling folds downward, the entire spatial structure resembling a complex dream undergoing self-reconfiguration. The cool bluish-violet light emanating from the equations and dust intertwines with the warm yellow light of the library's original lamps, emanating from their classic green shades, casting a shifting, grotesque, and dynamic shadows across the warped wooden surfaces. While capturing this surreal and magnificent scene, the camera's slight shaking exacerbates the instability of the picture, creating an awe-inspiring visual shock that is both chaotic and extremely orderly, perfectly capturing the moment when knowledge breaks through physical constraints.",
+ "token_credit_reward": 3.375,
+ "selected_reward": 3.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An unsteady, slightly trembling overhead shot slowly pulling back to reveal the entire, baffling spectacle\n- Beginning with a heavy, dark wooden table with an open hardcover copy of A Brief History of Time\n- From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals\n- Forming a dazzling galaxy of knowledge connecting the book to the ceiling\n- Surrounding cathedral-like library undergoes an Inception-like geometric folding\n- Towering mahogany shelves bend and twist in ways that defy physics, forming impossible angles and surreal arches\n- Floor curls upward, ceiling folds downward, entire spatial structure resembling a complex dream undergoing self-reconfiguration\n- Cool bluish-violet light emanating from equations and dust intertwines with warm yellow light of library's original lamps\n- Emanating from classic green shades, casting shifting, grotesque, and dynamic shadows across warped wooden surfaces\n- Camera's slight shaking exaggerates instability of picture, creating awe-inspiring visual shock that is both chaotic and extremely orderly\n\nNow let me examine the frames:\n\nFrame 1: Shows what appears to be a very blurry, distorted image with various colors and shapes. It's extremely unclear and appears to be heavily corrupted or distorted data.\nFrame 2: Shows a circular pattern with blue and white/light colors arranged in a grid-like formation within a brownish/wooden circular frame. This looks more like a close-up view of some kind of circular object or interface element.\nFrame 3: Similar to frame 2, showing the same circular pattern but from a slightly different angle or time point. The pattern appears to be a grid-like structure with blue and white elements against a brown wooden background.\nFrame 4: Continues the same pattern sequence, maintaining the circular/grid structure with blue and white elements on a brown wooden surface.\nFrame 5: Similar continuation of the pattern, showing the same circular grid structure.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and color distortions that render details indistinguishable. The imagery is effectively unusable for meaningful interpretation, with no clear objects or scenes recoverable. This aligns with a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict the requested elements (the book, the library, the cosmic dust, the mathematical equations, the lighting dynamics, or the surreal spatial transformations). The content is completely disconnected from the prompt, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe visuals do not present any coherent physical world or plausible interactions; there is no discernible causal structure or spatial logic. The result reflects a complete breakdown of physical and common-sense expectations, consistent with a Physical Consistency score of 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ "Overall": 3.375
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An unsteady, slightly trembling overhead shot slowly pulling back to reveal the entire, baffling spectacle\n- Beginning with a heavy, dark wooden table with an open hardcover copy of A Brief History of Time\n- From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals\n- Forming a dazzling galaxy of knowledge connecting the book to the ceiling\n- Surrounding cathedral-like library undergoes an Inception-like geometric folding\n- Towering mahogany shelves bend and twist in ways that defy physics, forming impossible angles and surreal arches\n- Floor curls upward, ceiling folds downward, entire spatial structure resembling a complex dream undergoing self-reconfiguration\n- Cool bluish-violet light emanating from equations and dust intertwines with warm yellow light of library's original lamps\n- Emanating from classic green shades, casting shifting, grotesque, and dynamic shadows across warped wooden surfaces\n- Camera's slight shaking exaggerates instability of picture, creating awe-inspiring visual shock that is both chaotic and extremely orderly\n\nNow let me examine the frames:\n\nFrame 1: Shows what appears to be a very blurry, distorted image with various colors and shapes. It's extremely unclear and appears to be heavily corrupted or distorted data.\nFrame 2: Shows a circular pattern with blue and white/light colors arranged in a grid-like formation within a brownish/wooden circular frame. This looks more like a close-up view of some kind of circular object or interface element.\nFrame 3: Similar to frame 2, showing the same circular pattern but from a slightly different angle or time point. The pattern appears to be a grid-like structure with blue and white elements against a brown wooden background.\nFrame 4: Continues the same pattern sequence, maintaining the circular/grid structure with blue and white elements on a brown wooden surface.\nFrame 5: Similar continuation of the pattern, showing the same circular grid structure.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and color distortions that render details indistinguishable. The imagery is effectively unusable for meaningful interpretation, with no clear objects or scenes recoverable. This aligns with a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict the requested elements (the book, the library, the cosmic dust, the mathematical equations, the lighting dynamics, or the surreal spatial transformations). The content is completely disconnected from the prompt, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nThe visuals do not present any coherent physical world or plausible interactions; there is no discernible causal structure or spatial logic. The result reflects a complete breakdown of physical and common-sense expectations, consistent with a Physical Consistency score of 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 9795,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_11/index_2072_seed_9795_dp_22_rank_44_sample_1_slot_1.mp4",
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+ "video_score2_ta": 1.0078125,
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+ "video_score2_overall": 3.09375,
+ "avg": 3.109375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An unsteady, slightly trembling overhead shot slowly pulling back to reveal the entire, baffling spectacle\n- Beginning with a heavy, dark wooden table with an open hardcover copy of A Brief History of Time\n- From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals\n- Forming a dazzling galaxy of knowledge connecting the book to the ceiling\n- Surrounding cathedral-like library undergoes an Inception-like geometric folding\n- Towering mahogany shelves bend and twist in ways that defy the laws of physics, forming impossible angles and surreal arches\n- Floor curls upward, ceiling folds downward, entire spatial structure resembling a complex dream undergoing self-reconfiguration\n- Cool bluish-violet light emanating from equations and dust intertwines with warm yellow light of library's original lamps\n- Emanating from classic green shades, casting shifting, grotesque, and dynamic shadows across warped wooden surfaces\n- Camera's slight shaking exacerbates instability of picture, creating awe-inspiring visual shock that is both chaotic and extremely orderly\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a consistently low-fidelity presentation with little discernible content beyond vague color hints and rough shapes. This aligns with a very poor Visual Quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful correspondence between the prompt and the actual video content. The frames do not clearly depict a wooden table, an open book, or any of the described magical elements (shimmering cosmic dust, mathematical equations, or the specific lighting dynamics). The sequence fails to realize the surreal, kinetic, and spatially complex scenario outlined in the prompt, resulting in near-total misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals show no coherent physical behavior or plausible spatial relationships. Any apparent motion or geometry appears arbitrary and inconsistent with real-world physics, contributing to a sense of incoherence (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
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+ "VQ": 1.09375,
+ "TA": 1.0078125,
+ "MQ": 1.0078125,
+ "Overall": 3.09375
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An unsteady, slightly trembling overhead shot slowly pulling back to reveal the entire, baffling spectacle\n- Beginning with a heavy, dark wooden table with an open hardcover copy of A Brief History of Time\n- From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals\n- Forming a dazzling galaxy of knowledge connecting the book to the ceiling\n- Surrounding cathedral-like library undergoes an Inception-like geometric folding\n- Towering mahogany shelves bend and twist in ways that defy the laws of physics, forming impossible angles and surreal arches\n- Floor curls upward, ceiling folds downward, entire spatial structure resembling a complex dream undergoing self-reconfiguration\n- Cool bluish-violet light emanating from equations and dust intertwines with warm yellow light of library's original lamps\n- Emanating from classic green shades, casting shifting, grotesque, and dynamic shadows across warped wooden surfaces\n- Camera's slight shaking exacerbates instability of picture, creating awe-inspiring visual shock that is both chaotic and extremely orderly\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a consistently low-fidelity presentation with little discernible content beyond vague color hints and rough shapes. This aligns with a very poor Visual Quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful correspondence between the prompt and the actual video content. The frames do not clearly depict a wooden table, an open book, or any of the described magical elements (shimmering cosmic dust, mathematical equations, or the specific lighting dynamics). The sequence fails to realize the surreal, kinetic, and spatially complex scenario outlined in the prompt, resulting in near-total misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals show no coherent physical behavior or plausible spatial relationships. Any apparent motion or geometry appears arbitrary and inconsistent with real-world physics, contributing to a sense of incoherence (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 9796,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_11/index_2072_seed_9796_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 1.03125,
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+ "video_score2_overall": 3.46875,
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+ "question": "An unsteady, slightly trembling overhead shot slowly pulls back to reveal the entire, baffling spectacle, beginning with a heavy, dark wooden table, upon which rests an open hardcover copy of A Brief History of Time. From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals, forming a dazzling galaxy of knowledge connecting the book to the ceiling. Meanwhile, the surrounding, cathedral-like library undergoes an Inception-like geometric folding. Towering mahogany shelves bend and twist in ways that defy the laws of physics, forming impossible angles and surreal arches. The floor curls upward, the ceiling folds downward, the entire spatial structure resembling a complex dream undergoing self-reconfiguration. The cool bluish-violet light emanating from the equations and dust intertwines with the warm yellow light of the library's original lamps, emanating from their classic green shades, casting a shifting, grotesque, and dynamic shadows across the warped wooden surfaces. While capturing this surreal and magnificent scene, the camera's slight shaking exacerbates the instability of the picture, creating an awe-inspiring visual shock that is both chaotic and extremely orderly, perfectly capturing the moment when knowledge breaks through physical constraints.",
+ "token_credit_reward": 3.46875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 unsteady, slightly trembling overhead shot that gradually reveals a complex, surreal scene. It envisions a heavy, dark wooden table with an open hardcover book whose pages shimmer with cosmic dust and luminous equations rising in elegant spirals to form a galaxy of knowledge. The surrounding library should show cathedral-like shelves bending and twisting with impossible geometry, while the floor curls upward and the ceiling folds downward, all illuminated by a blend of cool blue-violet light from the equations and warm yellow lamp light, with shifting, grotesque shadows.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently blurry and low-resolution, with pronounced pixelation and compression artifacts. Color rendering is inconsistent, with frequent banding and color bleeding, and there is noticeable frame-to-frame instability that disrupts coherence. Fine details are unrecoverable, and the sequence reads as visually unreliable rather than polished. Overall, the video presents a very poor level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video only partially aligns with the prompt. There is some indication of an overhead perspective and a book-like object, but the key elements—countless shimmering cosmic dust particles, luminous equations rising in spirals, and a galaxy of knowledge—are not convincingly realized. The library setting exists but does not convincingly convey the described impossible geometries or the interplay of blue-violet and warm lighting. The camera shake is present but does not compensate for missing semantic content. Overall alignment is limited and does not faithfully reproduce the core imaginative prompt.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits severe inconsistencies with basic physical expectations. The book appears to float without support, and the surrounding architecture shows implausible warping and impossible spatial relationships. Lighting interactions do not follow plausible physics, and the overall composition violates common-sense constraints. The result is a highly surreal, non-physical depiction that lacks coherent real-world grounding.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 2,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.2109375,
+ "TA": 1.03125,
+ "MQ": 1.2265625,
+ "Overall": 3.46875
+ }
+ }
+ ],
+ "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 unsteady, slightly trembling overhead shot that gradually reveals a complex, surreal scene. It envisions a heavy, dark wooden table with an open hardcover book whose pages shimmer with cosmic dust and luminous equations rising in elegant spirals to form a galaxy of knowledge. The surrounding library should show cathedral-like shelves bending and twisting with impossible geometry, while the floor curls upward and the ceiling folds downward, all illuminated by a blend of cool blue-violet light from the equations and warm yellow lamp light, with shifting, grotesque shadows.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently blurry and low-resolution, with pronounced pixelation and compression artifacts. Color rendering is inconsistent, with frequent banding and color bleeding, and there is noticeable frame-to-frame instability that disrupts coherence. Fine details are unrecoverable, and the sequence reads as visually unreliable rather than polished. Overall, the video presents a very poor level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video only partially aligns with the prompt. There is some indication of an overhead perspective and a book-like object, but the key elements—countless shimmering cosmic dust particles, luminous equations rising in spirals, and a galaxy of knowledge—are not convincingly realized. The library setting exists but does not convincingly convey the described impossible geometries or the interplay of blue-violet and warm lighting. The camera shake is present but does not compensate for missing semantic content. Overall alignment is limited and does not faithfully reproduce the core imaginative prompt.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits severe inconsistencies with basic physical expectations. The book appears to float without support, and the surrounding architecture shows implausible warping and impossible spatial relationships. Lighting interactions do not follow plausible physics, and the overall composition violates common-sense constraints. The result is a highly surreal, non-physical depiction that lacks coherent real-world grounding.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "An unsteady, slightly trembling overhead shot slowly pulls back to reveal the entire, baffling spectacle, beginning with a heavy, dark wooden table, upon which rests an open hardcover copy of A Brief History of Time. From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals, forming a dazzling galaxy of knowledge connecting the book to the ceiling. Meanwhile, the surrounding, cathedral-like library undergoes an Inception-like geometric folding. Towering mahogany shelves bend and twist in ways that defy the laws of physics, forming impossible angles and surreal arches. The floor curls upward, the ceiling folds downward, the entire spatial structure resembling a complex dream undergoing self-reconfiguration. The cool bluish-violet light emanating from the equations and dust intertwines with the warm yellow light of the library's original lamps, emanating from their classic green shades, casting a shifting, grotesque, and dynamic shadows across the warped wooden surfaces. While capturing this surreal and magnificent scene, the camera's slight shaking exacerbates the instability of the picture, creating an awe-inspiring visual shock that is both chaotic and extremely orderly, perfectly capturing the moment when knowledge breaks through physical constraints.",
+ "seed": 9797,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_11/index_2072_seed_9797_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": 1.0703125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0078125,
+ "video_score2_overall": 3.09375,
+ "avg": 3.0859375,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An unsteady, slightly trembling overhead shot slowly pulling back to reveal the entire, baffling spectacle\n- Beginning with a heavy, dark wooden table with an open hardcover copy of A Brief History of Time\n- From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals\n- Forming a dazzling galaxy of knowledge connecting the book to the ceiling\n- Surrounding cathedral-like library undergoes an Inception-like geometric folding\n- Towering mahogany shelves bend and twist in ways that defy the laws of physics, forming impossible angles and surreal arches\n- Floor curls upward, ceiling folds downward, entire spatial structure resembling a complex dream undergoing self-reconfiguration\n- Cool bluish-violet light emanating from equations and dust intertwines with warm yellow light of library's original lamps\n- Emanating from classic green shades, casting shifting, grotesque, and dynamic shadows across warped wooden surfaces\n- Camera's slight shaking exacerbates instability of picture, creating awe-inspiring visual shock that is both chaotic and extremely orderly\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive digital noise that obscure details. Color bleeding and chromatic aberration are common, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a consistently low-fidelity presentation with little discernible content beyond abstract color patterns and occasional rough shapes. This aligns with a very poor Visual Quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful alignment with the prompt. The frames do not clearly depict a wooden table, an open book, or any recognizable library setting; instead they show fragmented, abstract color motifs with no clear semantic connection to the described scene. The intended narrative elements—shimmering cosmic dust, mathematical equations rising in spirals, a galaxy of knowledge, and the specific spatial dynamics—are not present. The result reflects a complete failure to translate the textual description into a coherent visual sequence (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals do not establish plausible physical behavior or common-sense relationships. There are no consistent objects, interactions, or spatial relations that would support the described scene, and the imagery remains disconnected from real-world physics or everyday reasoning. The overall lack of coherent physical logic corresponds to a minimal score (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "MQ": 1.0078125,
+ "Overall": 3.09375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An unsteady, slightly trembling overhead shot slowly pulling back to reveal the entire, baffling spectacle\n- Beginning with a heavy, dark wooden table with an open hardcover copy of A Brief History of Time\n- From between the yellowed pages, countless shimmering cosmic dust and luminous, translucent mathematical equations rise in elegant spirals\n- Forming a dazzling galaxy of knowledge connecting the book to the ceiling\n- Surrounding cathedral-like library undergoes an Inception-like geometric folding\n- Towering mahogany shelves bend and twist in ways that defy the laws of physics, forming impossible angles and surreal arches\n- Floor curls upward, ceiling folds downward, entire spatial structure resembling a complex dream undergoing self-reconfiguration\n- Cool bluish-violet light emanating from equations and dust intertwines with warm yellow light of library's original lamps\n- Emanating from classic green shades, casting shifting, grotesque, and dynamic shadows across warped wooden surfaces\n- Camera's slight shaking exacerbates instability of picture, creating awe-inspiring visual shock that is both chaotic and extremely orderly\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive digital noise that obscure details. Color bleeding and chromatic aberration are common, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a consistently low-fidelity presentation with little discernible content beyond abstract color patterns and occasional rough shapes. This aligns with a very poor Visual Quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful alignment with the prompt. The frames do not clearly depict a wooden table, an open book, or any recognizable library setting; instead they show fragmented, abstract color motifs with no clear semantic connection to the described scene. The intended narrative elements—shimmering cosmic dust, mathematical equations rising in spirals, a galaxy of knowledge, and the specific spatial dynamics—are not present. The result reflects a complete failure to translate the textual description into a coherent visual sequence (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals do not establish plausible physical behavior or common-sense relationships. There are no consistent objects, interactions, or spatial relations that would support the described scene, and the imagery remains disconnected from real-world physics or everyday reasoning. The overall lack of coherent physical logic corresponds to a minimal score (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_12/index_tensor([3666, 3666])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_12/index_tensor([3666, 3666])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d727b3ff6af2a50f20d63ae159e36d5e3f520d3c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_12/index_tensor([3666, 3666])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 23407,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_12/index_3666_seed_23407_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_ta": 1.0078125,
+ "video_score2_mq": 1.0390625,
+ "video_score2_overall": 3.25,
+ "avg": 3.2421875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a high-angle wide shot, the camera slowly descends and circles a starkly contrasting scene, revealing a small group of people tightly packed together in the absolute center of a vast, immaculate sports field. Deep green, perfectly manicured grass stretches into the darkness surrounding the empty, cavernous stadium. Towering light masts, unseen beyond the frame, pour down intense, cool-white illumination, carving the figures out of the night and creating a powerful black-and-white contrast. Bright overhead lighting falls on their heads and shoulders, casting their faces in deep, expressive shadows. Their bodies cast long, sharp, twisting shadows that stretch like black fingers across the grass. The figures, dressed in tracksuits, are huddled together, shoulders pressed together, some with their arms draped over their neighbors, heads bowed together in a tight circle. Though largely still, the huddled figures are imbued with subtle movement, chests rising and falling with heavy, controlled breathing. The steam of their collective breath rises and mixes with the cold night air, catching the brilliant light. The atmosphere was charged with tension and focused solidarity; it was a private, high-stakes moment, isolated under the dramatic glare of the stadium lights, creating a powerful image of unity and impending action.",
+ "token_credit_reward": 3.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A high-angle wide shot\n- Camera slowly descending and circling\n- A starkly contrasting scene\n- A small group of people tightly packed together\n- In the absolute center of a vast, immaculate sports field\n- Deep green, perfectly manicured grass\n- Towering light masts, unseen beyond the frame\n- Pouring down intense, cool-white illumination\n- Carving figures out of the night\n- Creating powerful black-and-white contrast\n- Bright overhead lighting on their heads and shoulders\n- Faces in deep, expressive shadows\n- Bodies casting long, sharp, twisting shadows\n- Figures dressed in tracksuits\n- Huddled together, shoulders pressed together\n- Some with arms draped over neighbors\n- Heads bowed together in tight circle\n- Subtle movement with chest rising and falling\n- Steam of collective breath rising and mixing with cold night air\n- Capturing dramatic atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and a coarse mesh-like texture overlay that dominates the image. Colors appear washed out and desaturated, with overall clarity far below acceptable standards. The result is a consistently low-quality presentation that obscures details and reduces watchability.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not reveal a high-angle wide shot, a discernible descent or circle, a visible group of people, a sports-field setting, or any of the specified lighting or atmospheric cues. The content is dominated by abstract patterns rather than the requested scene, indicating a complete mismatch between prompt and output.\n\nPhysical/Common-sense Consistency:\nThe visuals are internally coherent as abstract imagery but fail to reflect the described scenario. There is no plausible depiction of people, a stadium, lighting, or interactions consistent with the prompt, resulting in a lack of common-sense coherence.\n\nOverall assessment:\nThe video exhibits severe deficiencies across all three dimensions, with no meaningful correspondence to the intended prompt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.1953125,
+ "TA": 1.0078125,
+ "MQ": 1.0390625,
+ "Overall": 3.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A high-angle wide shot\n- Camera slowly descending and circling\n- A starkly contrasting scene\n- A small group of people tightly packed together\n- In the absolute center of a vast, immaculate sports field\n- Deep green, perfectly manicured grass\n- Towering light masts, unseen beyond the frame\n- Pouring down intense, cool-white illumination\n- Carving figures out of the night\n- Creating powerful black-and-white contrast\n- Bright overhead lighting on their heads and shoulders\n- Faces in deep, expressive shadows\n- Bodies casting long, sharp, twisting shadows\n- Figures dressed in tracksuits\n- Huddled together, shoulders pressed together\n- Some with arms draped over neighbors\n- Heads bowed together in tight circle\n- Subtle movement with chest rising and falling\n- Steam of collective breath rising and mixing with cold night air\n- Capturing dramatic atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and a coarse mesh-like texture overlay that dominates the image. Colors appear washed out and desaturated, with overall clarity far below acceptable standards. The result is a consistently low-quality presentation that obscures details and reduces watchability.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not reveal a high-angle wide shot, a discernible descent or circle, a visible group of people, a sports-field setting, or any of the specified lighting or atmospheric cues. The content is dominated by abstract patterns rather than the requested scene, indicating a complete mismatch between prompt and output.\n\nPhysical/Common-sense Consistency:\nThe visuals are internally coherent as abstract imagery but fail to reflect the described scenario. There is no plausible depiction of people, a stadium, lighting, or interactions consistent with the prompt, resulting in a lack of common-sense coherence.\n\nOverall assessment:\nThe video exhibits severe deficiencies across all three dimensions, with no meaningful correspondence to the intended prompt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 23408,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_12/index_3666_seed_23408_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_mq": 1.1015625,
+ "video_score2_overall": 3.4375,
+ "avg": 3.4296875,
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+ "token_credit_reward": 3.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A high-angle wide shot with camera descending and circling\n- A starkly contrasting scene \n- A small group of people tightly packed in the center of a vast, immaculate sports field\n- Deep green, perfectly manicured grass stretching into darkness\n- Empty, cavernous stadium\n- Towering light masts pouring down intense, cool-white illumination\n- Figures carved out of the night with black-and-white contrast\n- Bright overhead lighting on their heads and shoulders\n- Faces in deep, expressive shadows\n- Bodies casting long, sharp, twisting shadows like black fingers across grass\n- Figures dressed in tracksuits, huddled together, shoulders pressed\n- Subtle movement with chest rising and falling\n- Steam of collective breath rising and mixing with cold night air\n- Dramatic atmosphere of tension and focused solidity\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and pervasive noise. Details are indistinct, color fidelity is poor, and the overall image quality is far below acceptable standards. The result is a consistently low-quality presentation with little discernible content.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal a high-angle wide shot, a descending or circling camera movement, a sports-field setting, or the described lighting and atmosphere. Instead, the visuals resemble abstract patterns with geometric motifs and color distortions, lacking any recognizable elements from the requested scene.\n\nPhysical/Common-sense Consistency:\nThe imagery is so degraded that meaningful physical interpretation is not possible. No coherent spatial relationships or plausible physical interactions can be inferred from the frames.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a video that fails to meet basic quality and representational standards.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3046875,
+ "TA": 1.0234375,
+ "MQ": 1.1015625,
+ "Overall": 3.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A high-angle wide shot with camera descending and circling\n- A starkly contrasting scene \n- A small group of people tightly packed in the center of a vast, immaculate sports field\n- Deep green, perfectly manicured grass stretching into darkness\n- Empty, cavernous stadium\n- Towering light masts pouring down intense, cool-white illumination\n- Figures carved out of the night with black-and-white contrast\n- Bright overhead lighting on their heads and shoulders\n- Faces in deep, expressive shadows\n- Bodies casting long, sharp, twisting shadows like black fingers across grass\n- Figures dressed in tracksuits, huddled together, shoulders pressed\n- Subtle movement with chest rising and falling\n- Steam of collective breath rising and mixing with cold night air\n- Dramatic atmosphere of tension and focused solidity\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and pervasive noise. Details are indistinct, color fidelity is poor, and the overall image quality is far below acceptable standards. The result is a consistently low-quality presentation with little discernible content.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal a high-angle wide shot, a descending or circling camera movement, a sports-field setting, or the described lighting and atmosphere. Instead, the visuals resemble abstract patterns with geometric motifs and color distortions, lacking any recognizable elements from the requested scene.\n\nPhysical/Common-sense Consistency:\nThe imagery is so degraded that meaningful physical interpretation is not possible. No coherent spatial relationships or plausible physical interactions can be inferred from the frames.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a video that fails to meet basic quality and representational standards.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "From a high-angle wide shot, the camera slowly descends and circles a starkly contrasting scene, revealing a small group of people tightly packed together in the absolute center of a vast, immaculate sports field. Deep green, perfectly manicured grass stretches into the darkness surrounding the empty, cavernous stadium. Towering light masts, unseen beyond the frame, pour down intense, cool-white illumination, carving the figures out of the night and creating a powerful black-and-white contrast. Bright overhead lighting falls on their heads and shoulders, casting their faces in deep, expressive shadows. Their bodies cast long, sharp, twisting shadows that stretch like black fingers across the grass. The figures, dressed in tracksuits, are huddled together, shoulders pressed together, some with their arms draped over their neighbors, heads bowed together in a tight circle. Though largely still, the huddled figures are imbued with subtle movement, chests rising and falling with heavy, controlled breathing. The steam of their collective breath rises and mixes with the cold night air, catching the brilliant light. The atmosphere was charged with tension and focused solidarity; it was a private, high-stakes moment, isolated under the dramatic glare of the stadium lights, creating a powerful image of unity and impending action.",
+ "seed": 23409,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_12/index_3666_seed_23409_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.2578125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.046875,
+ "video_score2_overall": 3.3125,
+ "avg": 3.3125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a high-angle wide shot, the camera slowly descends and circles a starkly contrasting scene, revealing a small group of people tightly packed together in the absolute center of a vast, immaculate sports field. Deep green, perfectly manicured grass stretches into the darkness surrounding the empty, cavernous stadium. Towering light masts, unseen beyond the frame, pour down intense, cool-white illumination, carving the figures out of the night and creating a powerful black-and-white contrast. Bright overhead lighting falls on their heads and shoulders, casting their faces in deep, expressive shadows. Their bodies cast long, sharp, twisting shadows that stretch like black fingers across the grass. The figures, dressed in tracksuits, are huddled together, shoulders pressed together, some with their arms draped over their neighbors, heads bowed together in a tight circle. Though largely still, the huddled figures are imbued with subtle movement, chests rising and falling with heavy, controlled breathing. The steam of their collective breath rises and mixes with the cold night air, catching the brilliant light. The atmosphere was charged with tension and focused solidarity; it was a private, high-stakes moment, isolated under the dramatic glare of the stadium lights, creating a powerful image of unity and impending action.",
+ "token_credit_reward": 3.3125,
+ "selected_reward": 3.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A high-angle wide shot with camera descending and circling\n- A starkly contrasting scene \n- A small group of people tightly packed together in the absolute center of a vast, immaculate sports field\n- Deep green, perfectly manicured grass stretching into darkness\n- Empty, cavernous stadium\n- Towering light masts pouring down intense, cool-white illumination\n- Figures carved out of the night with black-and-white contrast\n- Bright overhead lighting on their heads and shoulders\n- Long, sharp, twisting shadows stretching like black fingers across the grass\n- Figures dressed in tracksuits, huddled together, shoulders pressed together\n- Some with arms draped over neighbors, heads bowed together in a tight circle\n- Subtle movement with chest rising and falling\n- Steam of collective breath rising and mixing with cold night air\n- Dramatic atmosphere of tension and focused solidity\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation and heavy compression artifacts, with pervasive noise and color banding that obscure details. The imagery is dominated by a coarse, grid-like texture, and fine features are indistinguishable. Lighting appears inconsistent and often clipped, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a presentation that feels far from professional standards and does not support reliable interpretation of the scene.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. The prompt describes a high-angle wide shot of a sports-field setting with a clearly visible group of people, distinct lighting cues (towering light masts, overhead illumination), and a dramatic nighttime atmosphere. The frames instead show abstract, distorted shapes with no discernible human figures or field context, and the lighting is not consistent with the described scenario. The alignment is effectively incorrect, with core elements missing or unrecognizable.\n\nPhysical/Common-sense Consistency:\nThe visuals do not present plausible physical relationships or common-sense cues. The shapes appear to float or morph without gravity or spatial anchors, and there is no coherent interaction with any environment. The result is a sequence that lacks physical realism and does not support believable interpretation of the intended scene.\n\nOverall assessment:\nThe video demonstrates severe deficiencies across all three dimensions, with no credible alignment to the prompt and minimal physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1.0078125,
+ "MQ": 1.046875,
+ "Overall": 3.3125
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A high-angle wide shot with camera descending and circling\n- A starkly contrasting scene \n- A small group of people tightly packed together in the absolute center of a vast, immaculate sports field\n- Deep green, perfectly manicured grass stretching into darkness\n- Empty, cavernous stadium\n- Towering light masts pouring down intense, cool-white illumination\n- Figures carved out of the night with black-and-white contrast\n- Bright overhead lighting on their heads and shoulders\n- Long, sharp, twisting shadows stretching like black fingers across the grass\n- Figures dressed in tracksuits, huddled together, shoulders pressed together\n- Some with arms draped over neighbors, heads bowed together in a tight circle\n- Subtle movement with chest rising and falling\n- Steam of collective breath rising and mixing with cold night air\n- Dramatic atmosphere of tension and focused solidity\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation and heavy compression artifacts, with pervasive noise and color banding that obscure details. The imagery is dominated by a coarse, grid-like texture, and fine features are indistinguishable. Lighting appears inconsistent and often clipped, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a presentation that feels far from professional standards and does not support reliable interpretation of the scene.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. The prompt describes a high-angle wide shot of a sports-field setting with a clearly visible group of people, distinct lighting cues (towering light masts, overhead illumination), and a dramatic nighttime atmosphere. The frames instead show abstract, distorted shapes with no discernible human figures or field context, and the lighting is not consistent with the described scenario. The alignment is effectively incorrect, with core elements missing or unrecognizable.\n\nPhysical/Common-sense Consistency:\nThe visuals do not present plausible physical relationships or common-sense cues. The shapes appear to float or morph without gravity or spatial anchors, and there is no coherent interaction with any environment. The result is a sequence that lacks physical realism and does not support believable interpretation of the intended scene.\n\nOverall assessment:\nThe video demonstrates severe deficiencies across all three dimensions, with no credible alignment to the prompt and minimal physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 23410,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_12/index_3666_seed_23410_dp_25_rank_50_sample_3_slot_1.mp4",
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+ "video_score2_ta": 1.0078125,
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+ "video_score2_overall": 3.25,
+ "avg": 3.2421875,
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+ "question": "From a high-angle wide shot, the camera slowly descends and circles a starkly contrasting scene, revealing a small group of people tightly packed together in the absolute center of a vast, immaculate sports field. Deep green, perfectly manicured grass stretches into the darkness surrounding the empty, cavernous stadium. Towering light masts, unseen beyond the frame, pour down intense, cool-white illumination, carving the figures out of the night and creating a powerful black-and-white contrast. Bright overhead lighting falls on their heads and shoulders, casting their faces in deep, expressive shadows. Their bodies cast long, sharp, twisting shadows that stretch like black fingers across the grass. The figures, dressed in tracksuits, are huddled together, shoulders pressed together, some with their arms draped over their neighbors, heads bowed together in a tight circle. Though largely still, the huddled figures are imbued with subtle movement, chests rising and falling with heavy, controlled breathing. The steam of their collective breath rises and mixes with the cold night air, catching the brilliant light. The atmosphere was charged with tension and focused solidarity; it was a private, high-stakes moment, isolated under the dramatic glare of the stadium lights, creating a powerful image of unity and impending action.",
+ "token_credit_reward": 3.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A high-angle wide shot\n- Camera slowly descending and circling\n- A starkly contrasting scene\n- A small group of people tightly packed together in the absolute center of a vast, immaculate sports field\n- Deep green, perfectly manicured grass stretching into darkness\n- Empty, cavernous stadium\n- Towering light masts pouring down intense, cool-white illumination\n- Figures revealed against night with black-and-white contrast\n- Bright overhead lighting on their heads and shoulders\n- Faces in deep, expressive shadows\n- Bodies casting long, sharp, twisting shadows\n- Figures dressed in tracksuits, huddled together\n- Subtle movement with chest rising and falling\n- Steam of collective breath rising and mixing with cold night air\n- Dramatic atmosphere of tension and focused solidity\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and pervasive noise. Details are indistinct, and color information is washed out. The overall image quality is extremely poor, making it impossible to discern scene elements or subjects clearly. This aligns with a very low Visual Quality score (1).\n\nText-to-Video Alignment Analysis:\nBecause the frames lack identifiable content, none of the described elements (the high-angle descent, the crowd, the stadium, the lighting, or the atmospheric mood) can be verified. The alignment between the prompt and the video is effectively non-existent, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nWith no discernible objects or actions, there is no basis to assess physical realism or common-sense coherence. The extreme degradation prevents any meaningful evaluation of consistency, resulting in a Physical/Common-sense Consistency score of 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.1953125,
+ "TA": 1.0078125,
+ "MQ": 1.0390625,
+ "Overall": 3.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A high-angle wide shot\n- Camera slowly descending and circling\n- A starkly contrasting scene\n- A small group of people tightly packed together in the absolute center of a vast, immaculate sports field\n- Deep green, perfectly manicured grass stretching into darkness\n- Empty, cavernous stadium\n- Towering light masts pouring down intense, cool-white illumination\n- Figures revealed against night with black-and-white contrast\n- Bright overhead lighting on their heads and shoulders\n- Faces in deep, expressive shadows\n- Bodies casting long, sharp, twisting shadows\n- Figures dressed in tracksuits, huddled together\n- Subtle movement with chest rising and falling\n- Steam of collective breath rising and mixing with cold night air\n- Dramatic atmosphere of tension and focused solidity\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy pixelation, pronounced compression artifacts, and pervasive noise. Details are indistinct, and color information is washed out. The overall image quality is extremely poor, making it impossible to discern scene elements or subjects clearly. This aligns with a very low Visual Quality score (1).\n\nText-to-Video Alignment Analysis:\nBecause the frames lack identifiable content, none of the described elements (the high-angle descent, the crowd, the stadium, the lighting, or the atmospheric mood) can be verified. The alignment between the prompt and the video is effectively non-existent, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nWith no discernible objects or actions, there is no basis to assess physical realism or common-sense coherence. The extreme degradation prevents any meaningful evaluation of consistency, resulting in a Physical/Common-sense Consistency score of 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_15/index_tensor([9785, 9785])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_15/index_tensor([9785, 9785])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e77938f98d4bb3e7625e3c98854e2cb00f123510
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_15/index_tensor([9785, 9785])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 20188,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_15/index_9785_seed_20188_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.3984375,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.046875,
+ "video_score2_overall": 3.453125,
+ "avg": 3.4453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extremely slow zoom shot, seamlessly transitioning from close-up to extreme close-up, focuses entirely on the right eye of an elderly woman. Her eyes are a deep amber, their irises crisscrossed with intricate, delicate textures that seem to bear witness to the passage of time. Fine lines of crow's feet are visible at the corners of her eyes, and her skin, slightly dry but brimming with life, is shrouded in a film of shimmering tears. With a slow, heavy blink, this film of tears sways slightly, reflecting the soft afternoon light filtering through the window on the right side of the frame, creating a tiny, bright spot in her pupil. A single, almost-fallen teardrop dangles from her sparse lower lashes, trembling slightly under the weight of gravity, brimming with tension. Warm sidelight casts a soft shadow on her cheek, creating a striking contrast between light and dark. The background is completely blurred, a halo of warm tones, suggesting a tranquil interior. The whole picture has warm tones, a tranquil and sad atmosphere, and is full of a sense of silent storytelling, as if thousands of words are condensed in this tear-filled gaze.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes \"An extremely slow zoom shot, seamlessly transitioning from close-up to extreme close-up, focuses entirely on the right eye of an elderly woman. Her eyes are a deep amber, their irises crisscrossed with intricate, delicate textures that seem to bear witness to the passage of time. Fine lines of crow's feet are visible at the corners of her eyes, and her skin, slightly dry but brimming with life, is shrouded in a film of shimmering tears. With a slow, heavy blink, this film of tears sways slightly, reflecting the soft afternoon light filtering through the window on the right side of the frame, creating a tiny, bright spot in her pupil. A single, almost-fallen teardrop dangles from her sparse lower lashes, trembling slightly under the weight of gravity, brimming with tension. Warm sidelight casts a soft shadow on her cheek, creating a striking contrast between light and dark. The background is completely blurred, a halo of warm tones, suggesting a tranquil interior. The whole picture has warm tones, a tranquil and sad atmosphere, and is full of a sense of silent storytelling, as if thousands of words are condensed in this tear-filled gaze.\"\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by severe degradation. The resolution is very low, with pervasive blur and heavy compression artifacts that obscure details. Color fidelity is poor, and there is noticeable noise and grain throughout. Frame-to-frame variation is minimal, resulting in a largely static sequence rather than a convincing motion progression. Overall, the video presents a markedly degraded image quality that undermines any potential narrative or aesthetic intent.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch with the prompt. The frames do not depict an elderly woman’s eye, nor any of the described features (crow’s feet, shimmering tears, soft afternoon light, or a tranquil interior). Instead, the content centers on abstract, flame-like patterns with no discernible human subject or facial cues. The intended close-up, emotional, and atmospheric elements are absent, leaving only generic visual noise and distortions.\n\nPhysical/Common-sense Consistency:\nThe visuals exhibit fundamental inconsistencies with real-world physics and anatomy. The imagery lacks coherent structure, and any lighting or shading appears arbitrary and disconnected from plausible illumination sources. The result is a scene that feels incoherent and physically implausible, with no meaningful connection to the described scenario.\n\nOverall assessment:\nThe video fails across all critical dimensions—visual quality, text-to-video alignment, and physical/common-sense consistency. The generated content does not reflect the requested subject or scene, and the overall presentation is incoherent and non-functional for its intended purpose.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3984375,
+ "TA": 1.0,
+ "MQ": 1.046875,
+ "Overall": 3.453125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes \"An extremely slow zoom shot, seamlessly transitioning from close-up to extreme close-up, focuses entirely on the right eye of an elderly woman. Her eyes are a deep amber, their irises crisscrossed with intricate, delicate textures that seem to bear witness to the passage of time. Fine lines of crow's feet are visible at the corners of her eyes, and her skin, slightly dry but brimming with life, is shrouded in a film of shimmering tears. With a slow, heavy blink, this film of tears sways slightly, reflecting the soft afternoon light filtering through the window on the right side of the frame, creating a tiny, bright spot in her pupil. A single, almost-fallen teardrop dangles from her sparse lower lashes, trembling slightly under the weight of gravity, brimming with tension. Warm sidelight casts a soft shadow on her cheek, creating a striking contrast between light and dark. The background is completely blurred, a halo of warm tones, suggesting a tranquil interior. The whole picture has warm tones, a tranquil and sad atmosphere, and is full of a sense of silent storytelling, as if thousands of words are condensed in this tear-filled gaze.\"\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by severe degradation. The resolution is very low, with pervasive blur and heavy compression artifacts that obscure details. Color fidelity is poor, and there is noticeable noise and grain throughout. Frame-to-frame variation is minimal, resulting in a largely static sequence rather than a convincing motion progression. Overall, the video presents a markedly degraded image quality that undermines any potential narrative or aesthetic intent.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch with the prompt. The frames do not depict an elderly woman’s eye, nor any of the described features (crow’s feet, shimmering tears, soft afternoon light, or a tranquil interior). Instead, the content centers on abstract, flame-like patterns with no discernible human subject or facial cues. The intended close-up, emotional, and atmospheric elements are absent, leaving only generic visual noise and distortions.\n\nPhysical/Common-sense Consistency:\nThe visuals exhibit fundamental inconsistencies with real-world physics and anatomy. The imagery lacks coherent structure, and any lighting or shading appears arbitrary and disconnected from plausible illumination sources. The result is a scene that feels incoherent and physically implausible, with no meaningful connection to the described scenario.\n\nOverall assessment:\nThe video fails across all critical dimensions—visual quality, text-to-video alignment, and physical/common-sense consistency. The generated content does not reflect the requested subject or scene, and the overall presentation is incoherent and non-functional for its intended purpose.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "An extremely slow zoom shot, seamlessly transitioning from close-up to extreme close-up, focuses entirely on the right eye of an elderly woman. Her eyes are a deep amber, their irises crisscrossed with intricate, delicate textures that seem to bear witness to the passage of time. Fine lines of crow's feet are visible at the corners of her eyes, and her skin, slightly dry but brimming with life, is shrouded in a film of shimmering tears. With a slow, heavy blink, this film of tears sways slightly, reflecting the soft afternoon light filtering through the window on the right side of the frame, creating a tiny, bright spot in her pupil. A single, almost-fallen teardrop dangles from her sparse lower lashes, trembling slightly under the weight of gravity, brimming with tension. Warm sidelight casts a soft shadow on her cheek, creating a striking contrast between light and dark. The background is completely blurred, a halo of warm tones, suggesting a tranquil interior. The whole picture has warm tones, a tranquil and sad atmosphere, and is full of a sense of silent storytelling, as if thousands of words are condensed in this tear-filled gaze.",
+ "seed": 20189,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_15/index_9785_seed_20189_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": 1.421875,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.0390625,
+ "video_score2_overall": 3.46875,
+ "avg": 3.4609375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extremely slow zoom shot, seamlessly transitioning from close-up to extreme close-up, focuses entirely on the right eye of an elderly woman. Her eyes are a deep amber, their irises crisscrossed with intricate, delicate textures that seem to bear witness to the passage of time. Fine lines of crow's feet are visible at the corners of her eyes, and her skin, slightly dry but brimming with life, is shrouded in a film of shimmering tears. With a slow, heavy blink, this film of tears sways slightly, reflecting the soft afternoon light filtering through the window on the right side of the frame, creating a tiny, bright spot in her pupil. A single, almost-fallen teardrop dangles from her sparse lower lashes, trembling slightly under the weight of gravity, brimming with tension. Warm sidelight casts a soft shadow on her cheek, creating a striking contrast between light and dark. The background is completely blurred, a halo of warm tones, suggesting a tranquil interior. The whole picture has warm tones, a tranquil and sad atmosphere, and is full of a sense of silent storytelling, as if thousands of words are condensed in this tear-filled gaze.",
+ "token_credit_reward": 3.46875,
+ "selected_reward": 3.46875,
+ "frame_importance": [
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+ 0.2772601246833801
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes \"An extremely slow zoom shot, seamlessly transitioning from close-up to extreme close-up, focuses entirely on the right eye of an elderly woman. Her eyes are a deep amber, their irises crisscrossed with intricate, delicate textures that seem to bear witness to the passage of time. Fine lines of crow's feet are visible at the corners of her eyes, and her skin, slightly dry but brimming with life, is shrouded in a film of shimmering tears. With a slow, heavy blink, this film of tears sways slightly, reflecting the soft afternoon light filtering through the window on the right side of the frame, creating a tiny, bright spot in her pupil. A single, almost-fallen teardrop dangles from her sparse lower lashes, trembling slightly under the weight of gravity, brimming with tension. Warm sidelight casts a soft shadow on her cheek, creating a striking contrast between light and dark. The background is completely blurred, a halo of warm tones, suggesting a tranquil interior. The whole picture has warm tones, a tranquil and sad atmosphere, and is full of a sense of silent storytelling, as if thousands of words are condensed in this tear-filled gaze.\"\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with pronounced pixelation and heavy compression artifacts. Colors appear washed out or oversaturated, and there is noticeable noise and grain throughout. The overall image is blurry and lacks sharp detail, making it impossible to discern facial features, skin texture, or any subtle cues described in the prompt. Frame-to-frame variation is minimal, resulting in a static, low-quality presentation that does not convey the intended cinematic depth or emotional nuance.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the detailed, rich prompt and what is depicted. The frames do not reveal an elderly woman’s face, eye, or tear dynamics; instead they show abstract, distorted imagery with no recognizable human features or expressions. The requested elements—close-up focus on the right eye, crow’s-feet lines, shimmering tears, soft afternoon light, and a tranquil interior—are absent. The result is a non-existent alignment with the prompt, effectively failing to realize the described scene.\n\nPhysical Consistency (Common-sense):\nThe content presents an incoherent, artifact-driven sequence that bears little to no relation to plausible human anatomy or real-world physics. There is no coherent progression or believable interaction among elements, and the imagery does not support any sensible interpretation of the described scenario. Overall, the video demonstrates severe inconsistencies with common-sense expectations.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "MQ": 1.0390625,
+ "Overall": 3.46875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes \"An extremely slow zoom shot, seamlessly transitioning from close-up to extreme close-up, focuses entirely on the right eye of an elderly woman. Her eyes are a deep amber, their irises crisscrossed with intricate, delicate textures that seem to bear witness to the passage of time. Fine lines of crow's feet are visible at the corners of her eyes, and her skin, slightly dry but brimming with life, is shrouded in a film of shimmering tears. With a slow, heavy blink, this film of tears sways slightly, reflecting the soft afternoon light filtering through the window on the right side of the frame, creating a tiny, bright spot in her pupil. A single, almost-fallen teardrop dangles from her sparse lower lashes, trembling slightly under the weight of gravity, brimming with tension. Warm sidelight casts a soft shadow on her cheek, creating a striking contrast between light and dark. The background is completely blurred, a halo of warm tones, suggesting a tranquil interior. The whole picture has warm tones, a tranquil and sad atmosphere, and is full of a sense of silent storytelling, as if thousands of words are condensed in this tear-filled gaze.\"\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with pronounced pixelation and heavy compression artifacts. Colors appear washed out or oversaturated, and there is noticeable noise and grain throughout. The overall image is blurry and lacks sharp detail, making it impossible to discern facial features, skin texture, or any subtle cues described in the prompt. Frame-to-frame variation is minimal, resulting in a static, low-quality presentation that does not convey the intended cinematic depth or emotional nuance.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the detailed, rich prompt and what is depicted. The frames do not reveal an elderly woman’s face, eye, or tear dynamics; instead they show abstract, distorted imagery with no recognizable human features or expressions. The requested elements—close-up focus on the right eye, crow’s-feet lines, shimmering tears, soft afternoon light, and a tranquil interior—are absent. The result is a non-existent alignment with the prompt, effectively failing to realize the described scene.\n\nPhysical Consistency (Common-sense):\nThe content presents an incoherent, artifact-driven sequence that bears little to no relation to plausible human anatomy or real-world physics. There is no coherent progression or believable interaction among elements, and the imagery does not support any sensible interpretation of the described scenario. Overall, the video demonstrates severe inconsistencies with common-sense expectations.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 20190,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_15/index_9785_seed_20190_dp_31_rank_62_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 carefully.\n\nText Prompt Analysis:\nThe prompt describes an extremely slow zoom focusing on the right eye of an elderly woman with amber eyes, intricate iris patterns, visible crow's feet, dry but lifeful skin, a film of shimmering tears, a gentle but noticeable blink, and a scene with warm lighting and a softly blurred background. The overall mood is warm, tranquil, and melancholic, with a sense of silent storytelling.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy stylization and artifacts. The imagery is consistently blurry with pronounced pixelation and color distortions, and there is little to no sharp detail. Frame-to-frame variation is minimal, resulting in a static feel rather than a convincing zoom. Overall, the video presents severe clarity issues and substantial visual noise, yielding a very low Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not convincingly portray an elderly woman’s eye or the described features (amber eyes, intricate iris patterns, crow's feet, shimmering tears, and a slow blink). The background blur and warm lighting are present only superficially, and the core subject and emotional cues are not captured. The result is a poor alignment with the textual description, consistent with a low Text-to-Video Alignment score.\n\nPhysical/Common-sense Consistency:\nThe rendering shows pronounced inconsistencies with real-world physics and anatomy. The eye region and surrounding skin appear distorted, with unnatural blending and unrealistic micro-details. Lighting and shading lack plausible coherence across the scene, and the overall depiction does not adhere to common-sense expectations for a human eye or facial features. This yields a very low Physical/Common-sense Consistency score.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical/Common-sense Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3671875,
+ "TA": 1.03125,
+ "MQ": 1.09375,
+ "Overall": 3.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes an extremely slow zoom focusing on the right eye of an elderly woman with amber eyes, intricate iris patterns, visible crow's feet, dry but lifeful skin, a film of shimmering tears, a gentle but noticeable blink, and a scene with warm lighting and a softly blurred background. The overall mood is warm, tranquil, and melancholic, with a sense of silent storytelling.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy stylization and artifacts. The imagery is consistently blurry with pronounced pixelation and color distortions, and there is little to no sharp detail. Frame-to-frame variation is minimal, resulting in a static feel rather than a convincing zoom. Overall, the video presents severe clarity issues and substantial visual noise, yielding a very low Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not convincingly portray an elderly woman’s eye or the described features (amber eyes, intricate iris patterns, crow's feet, shimmering tears, and a slow blink). The background blur and warm lighting are present only superficially, and the core subject and emotional cues are not captured. The result is a poor alignment with the textual description, consistent with a low Text-to-Video Alignment score.\n\nPhysical/Common-sense Consistency:\nThe rendering shows pronounced inconsistencies with real-world physics and anatomy. The eye region and surrounding skin appear distorted, with unnatural blending and unrealistic micro-details. Lighting and shading lack plausible coherence across the scene, and the overall depiction does not adhere to common-sense expectations for a human eye or facial features. This yields a very low Physical/Common-sense Consistency score.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical/Common-sense Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1"
+ ]
+ },
+ {
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+ "seed": 20191,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_15/index_9785_seed_20191_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": 1.5546875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0390625,
+ "video_score2_overall": 3.59375,
+ "avg": 3.6015625,
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+ "token_credit_reward": 3.59375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a highly specific scene: an extremely slow zoom focusing on the right eye of an elderly woman with amber eyes, intricate iris patterns, visible crow's feet, dry but lifelike skin, a film of shimmering tears, a slow heavy blink, a single teardrop from the lower lashes, warm lighting, a blurred background suggesting a tranquil interior, and a mood of silent storytelling.\n\nVisual Quality Analysis:\nAcross the frames, the footage remains extremely blurred with very low detail. The resolution is poor and the image is dominated by warm amber tones with little discernible content. The blur is pervasive, making it impossible to identify facial features or any of the described elements. The frames show minimal variation, indicating little to no camera movement. Overall, the visual quality is severely degraded and fails to convey the intended subject or scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The video does not reveal an elderly woman, her eye, iris details, crow's feet, or skin texture. No film of tears, blinking action, or teardrop is observable. The lighting and background do not reflect the described warm interior, and the requested cinematic progression is absent. The result is a complete mismatch between the textual description and the visual content.\n\nPhysical Consistency (Common-sense):\nFrom a basic physical standpoint, there are no obvious violations. The frames maintain consistent blur and lighting, and there are no implausible artifacts introduced by the degradation. However, due to the lack of identifiable content, assessing fine-grained physical realism is not feasible. Overall, physical consistency is acceptable given the degraded visuals, though it cannot compensate for the missing subject and scene fidelity.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.5546875,
+ "TA": 1.0078125,
+ "MQ": 1.0390625,
+ "Overall": 3.59375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a highly specific scene: an extremely slow zoom focusing on the right eye of an elderly woman with amber eyes, intricate iris patterns, visible crow's feet, dry but lifelike skin, a film of shimmering tears, a slow heavy blink, a single teardrop from the lower lashes, warm lighting, a blurred background suggesting a tranquil interior, and a mood of silent storytelling.\n\nVisual Quality Analysis:\nAcross the frames, the footage remains extremely blurred with very low detail. The resolution is poor and the image is dominated by warm amber tones with little discernible content. The blur is pervasive, making it impossible to identify facial features or any of the described elements. The frames show minimal variation, indicating little to no camera movement. Overall, the visual quality is severely degraded and fails to convey the intended subject or scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The video does not reveal an elderly woman, her eye, iris details, crow's feet, or skin texture. No film of tears, blinking action, or teardrop is observable. The lighting and background do not reflect the described warm interior, and the requested cinematic progression is absent. The result is a complete mismatch between the textual description and the visual content.\n\nPhysical Consistency (Common-sense):\nFrom a basic physical standpoint, there are no obvious violations. The frames maintain consistent blur and lighting, and there are no implausible artifacts introduced by the degradation. However, due to the lack of identifiable content, assessing fine-grained physical realism is not feasible. Overall, physical consistency is acceptable given the degraded visuals, though it cannot compensate for the missing subject and scene fidelity.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_2/index_tensor([910, 910])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_2/index_tensor([910, 910])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..284dca5205bd046c422c3f3e39787ddf215dfd94
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_2/index_tensor([910, 910])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "series of eye-level static shots captures a scene rendered entirely in the style of a dynamic black-and-white ink calligraphic painting. A lone, abstract figure, composed of explosive and gestural black ink strokes, desperately sprints through a desolate, minimalist hall. The environment is defined by severe, angular ink lines that form jagged queue barriers and empty, skeletal officer cubicles, all set against a distinctly textured cream-colored paper background that reveals its fibrous grain. Each consecutive frame in the sequence presents a frozen moment of frantic movement, the figure's body leaning forward, limbs caught in a series of wet, splattered ink and dry brush streaks in their stride, conveying immense speed. The aesthetic is one of extreme high contrast, with deep, saturated black ink bleeding and splattering with primal energy, creating a powerful visual narrative within the cold, abstract space, depicting urgent despair and solitary struggle.",
+ "seed": 10742,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_2/index_910_seed_10742_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": 2.15625,
+ "video_score2_ta": 1.25,
+ "video_score2_mq": 2.15625,
+ "video_score2_overall": 5.5625,
+ "avg": 5.5625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "series of eye-level static shots captures a scene rendered entirely in the style of a dynamic black-and-white ink calligraphic painting. A lone, abstract figure, composed of explosive and gestural black ink strokes, desperately sprints through a desolate, minimalist hall. The environment is defined by severe, angular ink lines that form jagged queue barriers and empty, skeletal officer cubicles, all set against a distinctly textured cream-colored paper background that reveals its fibrous grain. Each consecutive frame in the sequence presents a frozen moment of frantic movement, the figure's body leaning forward, limbs caught in a series of wet, splattered ink and dry brush streaks in their stride, conveying immense speed. The aesthetic is one of extreme high contrast, with deep, saturated black ink bleeding and splattering with primal energy, creating a powerful visual narrative within the cold, abstract space, depicting urgent despair and solitary struggle.",
+ "token_credit_reward": 5.5625,
+ "selected_reward": 5.5625,
+ "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 envisions a dynamic black-and-white ink calligraphic painting featuring a lone, abstract figure moving through a desolate, minimalist hall, with explosive and gestural ink strokes, jagged queue barriers, empty officer cubicles, and a distinctly textured cream-colored paper background. In practice, the video does not realize these elements; the footage remains largely static and lacks the kinetic, spatial complexity described.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by a central dark circular/oval shape with a textured border. The image quality is consistently low, with noticeable pixelation and compression artifacts, and the resolution is insufficient to reveal fine details. Lighting is uneven, producing harsh contrasts between the dark center and the lighter border, but there is little variation across frames. Overall, the video presents a poor visual quality with limited detail and stability.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. The dynamic, explosive ink-calligraphy aesthetic, the desolate minimalist hall, the jagged queue barriers, the empty officer cubicles, and the textured cream-paper background are not realized. The video remains largely static with a single undefined shape, offering almost no alignment with the requested artistic vision.\n\nPhysical/Common-sense Consistency Analysis:\nThe visuals do not reflect plausible physical interactions or common-sense expectations derived from the prompt. There is no coherent motion, no environmental context, and no meaningful spatial relationships. The result is a disjointed, non-physical presentation that fails to convey the intended narrative or dynamics.\n\nOverall assessment:\nAll three dimensions show substantial deficiencies, with minimal alignment to the prompt and little perceptible physical coherence.\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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+ "Overall": 5.5625
+ }
+ }
+ ],
+ "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 envisions a dynamic black-and-white ink calligraphic painting featuring a lone, abstract figure moving through a desolate, minimalist hall, with explosive and gestural ink strokes, jagged queue barriers, empty officer cubicles, and a distinctly textured cream-colored paper background. In practice, the video does not realize these elements; the footage remains largely static and lacks the kinetic, spatial complexity described.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by a central dark circular/oval shape with a textured border. The image quality is consistently low, with noticeable pixelation and compression artifacts, and the resolution is insufficient to reveal fine details. Lighting is uneven, producing harsh contrasts between the dark center and the lighter border, but there is little variation across frames. Overall, the video presents a poor visual quality with limited detail and stability.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. The dynamic, explosive ink-calligraphy aesthetic, the desolate minimalist hall, the jagged queue barriers, the empty officer cubicles, and the textured cream-paper background are not realized. The video remains largely static with a single undefined shape, offering almost no alignment with the requested artistic vision.\n\nPhysical/Common-sense Consistency Analysis:\nThe visuals do not reflect plausible physical interactions or common-sense expectations derived from the prompt. There is no coherent motion, no environmental context, and no meaningful spatial relationships. The result is a disjointed, non-physical presentation that fails to convey the intended narrative or dynamics.\n\nOverall assessment:\nAll three dimensions show substantial deficiencies, with minimal alignment to the prompt and little perceptible physical coherence.\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": 10743,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_2/index_910_seed_10743_dp_4_rank_8_sample_1_slot_1.mp4",
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+ "video_score2_vq": 2.25,
+ "video_score2_ta": 1.015625,
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+ "video_score2_overall": 4.53125,
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+ "question": "series of eye-level static shots captures a scene rendered entirely in the style of a dynamic black-and-white ink calligraphic painting. A lone, abstract figure, composed of explosive and gestural black ink strokes, desperately sprints through a desolate, minimalist hall. The environment is defined by severe, angular ink lines that form jagged queue barriers and empty, skeletal officer cubicles, all set against a distinctly textured cream-colored paper background that reveals its fibrous grain. Each consecutive frame in the sequence presents a frozen moment of frantic movement, the figure's body leaning forward, limbs caught in a series of wet, splattered ink and dry brush streaks in their stride, conveying immense speed. The aesthetic is one of extreme high contrast, with deep, saturated black ink bleeding and splattering with primal energy, creating a powerful visual narrative within the cold, abstract space, depicting urgent despair and solitary struggle.",
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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 dynamic black-and-white ink calligraphic painting featuring a lone, abstract figure sprinting through a desolate, minimalist hall, with explosive and gestural ink strokes, jagged queue barriers, empty skeletal officer cubicles, and a distinctly textured cream-colored paper background revealing its fibrous grain. The sequence aims for high-contrast, energetic visuals conveying urgent despair and solitary struggle.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing and artifacts. The imagery is consistently blurred with pronounced edge halos around circular motifs, and there is noticeable noise and color cast (yellow/golden hues) that obscure details. The central dark region remains indistinct due to persistent blur, and overall sharpness is poor. While some repetitive patterns are visible, they do not compensate for the lack of clarity or the distortions introduced by processing. Overall, Visual Quality is severely degraded (score 1).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is shown. The video does not present a clear eye-level static shot, nor a dynamic black-and-white ink calligraphic aesthetic, nor a lone abstract figure, nor a desolate minimalist hall, nor jagged queue barriers or empty skeletal officer cubicles. Instead, the content centers on abstract circular motifs with yellow/golden tones and no coherent narrative or spatial structure. The alignment to the requested prompt is effectively non-existent (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals maintain basic geometric coherence and do not violate obvious physical principles; however, the heavy processing and lack of recognizable semantic cues reduce interpretability and coherence. There are no glaring physical contradictions, but the scene offers only minimal, ambiguous consistency (score 2).\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "MQ": 2
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+ "soft_scores": {
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+ "MQ": 1.265625,
+ "Overall": 4.53125
+ }
+ }
+ ],
+ "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 dynamic black-and-white ink calligraphic painting featuring a lone, abstract figure sprinting through a desolate, minimalist hall, with explosive and gestural ink strokes, jagged queue barriers, empty skeletal officer cubicles, and a distinctly textured cream-colored paper background revealing its fibrous grain. The sequence aims for high-contrast, energetic visuals conveying urgent despair and solitary struggle.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing and artifacts. The imagery is consistently blurred with pronounced edge halos around circular motifs, and there is noticeable noise and color cast (yellow/golden hues) that obscure details. The central dark region remains indistinct due to persistent blur, and overall sharpness is poor. While some repetitive patterns are visible, they do not compensate for the lack of clarity or the distortions introduced by processing. Overall, Visual Quality is severely degraded (score 1).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is shown. The video does not present a clear eye-level static shot, nor a dynamic black-and-white ink calligraphic aesthetic, nor a lone abstract figure, nor a desolate minimalist hall, nor jagged queue barriers or empty skeletal officer cubicles. Instead, the content centers on abstract circular motifs with yellow/golden tones and no coherent narrative or spatial structure. The alignment to the requested prompt is effectively non-existent (score 1).\n\nPhysical/Common-sense Consistency:\nThe visuals maintain basic geometric coherence and do not violate obvious physical principles; however, the heavy processing and lack of recognizable semantic cues reduce interpretability and coherence. There are no glaring physical contradictions, but the scene offers only minimal, ambiguous consistency (score 2).\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 10744,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_2/index_910_seed_10744_dp_5_rank_10_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 dynamic black-and-white ink calligraphic painting featuring a lone, abstract figure sprinting through a desolate, minimalist hall. The environment should include severe, angular ink lines forming jagged queue barriers and empty, skeletal officer cubicles, set against a distinctly textured cream-colored paper background revealing its fibrous grain. The sequence should show each frame as a frozen moment of frantic movement, with the figure's body leaning forward, limbs caught in wet, splattered ink and dry brush streaks, conveying immense speed. The aesthetic is described as extreme high contrast with deep, saturated black ink bleeding and splattering with primal energy, creating a powerful visual narrative within a cold, abstract space, depicting urgent despair and solitary struggle.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing that yields a grid-like texture overlay and pronounced artifacts. The result is a low-fidelity, noisy presentation with limited clarity and a lack of fine detail. While some structure remains, the overall image quality is poor due to persistent distortions and inconsistent rendering across frames. This aligns with a Visual Quality score of 2.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not convincingly realize the described scenario: there is no clear ink-calligraphic aesthetic, no visible lone figure, no sense of frantic movement, and no depiction of a desolate minimalist hall or the specified environmental cues. The content appears largely unrelated to the requested narrative, indicating a Text-to-Video Alignment score of 1.\n\nPhysical Consistency (Common-sense):\nThe imagery maintains basic coherence—objects and scenes remain identifiable despite processing. However, the heavy distortion and artifacts introduce occasional implausible elements and inconsistencies, reducing overall plausibility. The scene does not violate fundamental physical laws, but the combination of artifacts and abstraction yields a moderate level of common-sense consistency, corresponding to a score of 2.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 2,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.7109375,
+ "TA": 1.2265625,
+ "MQ": 1.5546875,
+ "Overall": 4.5
+ }
+ }
+ ],
+ "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 black-and-white ink calligraphic painting featuring a lone, abstract figure sprinting through a desolate, minimalist hall. The environment should include severe, angular ink lines forming jagged queue barriers and empty, skeletal officer cubicles, set against a distinctly textured cream-colored paper background revealing its fibrous grain. The sequence should show each frame as a frozen moment of frantic movement, with the figure's body leaning forward, limbs caught in wet, splattered ink and dry brush streaks, conveying immense speed. The aesthetic is described as extreme high contrast with deep, saturated black ink bleeding and splattering with primal energy, creating a powerful visual narrative within a cold, abstract space, depicting urgent despair and solitary struggle.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing that yields a grid-like texture overlay and pronounced artifacts. The result is a low-fidelity, noisy presentation with limited clarity and a lack of fine detail. While some structure remains, the overall image quality is poor due to persistent distortions and inconsistent rendering across frames. This aligns with a Visual Quality score of 2.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not convincingly realize the described scenario: there is no clear ink-calligraphic aesthetic, no visible lone figure, no sense of frantic movement, and no depiction of a desolate minimalist hall or the specified environmental cues. The content appears largely unrelated to the requested narrative, indicating a Text-to-Video Alignment score of 1.\n\nPhysical Consistency (Common-sense):\nThe imagery maintains basic coherence—objects and scenes remain identifiable despite processing. However, the heavy distortion and artifacts introduce occasional implausible elements and inconsistencies, reducing overall plausibility. The scene does not violate fundamental physical laws, but the combination of artifacts and abstraction yields a moderate level of common-sense consistency, corresponding to a score of 2.\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": 10745,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_2/index_910_seed_10745_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.625,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.2109375,
+ "video_score2_overall": 3.84375,
+ "avg": 3.8515625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "series of eye-level static shots captures a scene rendered entirely in the style of a dynamic black-and-white ink calligraphic painting. A lone, abstract figure, composed of explosive and gestural black ink strokes, desperately sprints through a desolate, minimalist hall. The environment is defined by severe, angular ink lines that form jagged queue barriers and empty, skeletal officer cubicles, all set against a distinctly textured cream-colored paper background that reveals its fibrous grain. Each consecutive frame in the sequence presents a frozen moment of frantic movement, the figure's body leaning forward, limbs caught in a series of wet, splattered ink and dry brush streaks in their stride, conveying immense speed. The aesthetic is one of extreme high contrast, with deep, saturated black ink bleeding and splattering with primal energy, creating a powerful visual narrative within the cold, abstract space, depicting urgent despair and solitary struggle.",
+ "token_credit_reward": 3.84375,
+ "selected_reward": 3.84375,
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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 dynamic black-and-white ink calligraphic painting featuring a lone, abstract figure sprinting through a desolate, minimalist hall. The environment should include severe angular ink lines forming jagged queue barriers and empty, skeletal officer cubicles, set against a distinctly textured cream-colored paper background revealing its fibrous grain. The sequence should show each frame as a frozen moment of frantic movement, with the figure's body leaning forward, limbs caught in wet, splattered ink and dry brush streaks, conveying immense speed. The aesthetic is described as extreme high contrast with deep, saturated black ink bleeding and splattering with primal energy, creating a powerful visual narrative within a cold, abstract space, depicting urgent despair and solitary struggle.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing that yields a stylized look but severely compromises clarity. The imagery is consistently low in legibility due to pronounced artifacts and distortions, with a strong grainy texture and a processed, non-photoreal appearance. While some structure remains, the overall fidelity is poor and the result reads more like an abstract artifact than a coherent scene. The content is barely recognizable, and the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is shown. The frames do not clearly depict a lone, abstract figure sprinting through a minimalist hall; instead they present a central dark shape with surrounding patterns that do not align with the described setting. The environment lacks the severe angular lines, jagged queue barriers, and empty cubicles, and the background texture does not resemble a cream-colored paper surface. The ink-calligraphic aesthetic is only loosely suggested, while the core narrative elements remain largely absent. Overall, the alignment to the prompt is minimal.\n\nPhysical Consistency (Common-sense):\nThe sequence shows basic spatial coherence, with the central figure maintaining approximate proportions across frames. However, the heavy processing and stylization obscure depth cues and motion dynamics, making it difficult to judge realistic physics or plausible interactions. There are no obvious geometric impossibilities, but the lack of clear physical cues and the stylized rendering reduce confidence in common-sense consistency. Overall, physical consistency is limited.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.625,
+ "TA": 1.015625,
+ "MQ": 1.2109375,
+ "Overall": 3.84375
+ }
+ }
+ ],
+ "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 dynamic black-and-white ink calligraphic painting featuring a lone, abstract figure sprinting through a desolate, minimalist hall. The environment should include severe angular ink lines forming jagged queue barriers and empty, skeletal officer cubicles, set against a distinctly textured cream-colored paper background revealing its fibrous grain. The sequence should show each frame as a frozen moment of frantic movement, with the figure's body leaning forward, limbs caught in wet, splattered ink and dry brush streaks, conveying immense speed. The aesthetic is described as extreme high contrast with deep, saturated black ink bleeding and splattering with primal energy, creating a powerful visual narrative within a cold, abstract space, depicting urgent despair and solitary struggle.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing that yields a stylized look but severely compromises clarity. The imagery is consistently low in legibility due to pronounced artifacts and distortions, with a strong grainy texture and a processed, non-photoreal appearance. While some structure remains, the overall fidelity is poor and the result reads more like an abstract artifact than a coherent scene. The content is barely recognizable, and the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is shown. The frames do not clearly depict a lone, abstract figure sprinting through a minimalist hall; instead they present a central dark shape with surrounding patterns that do not align with the described setting. The environment lacks the severe angular lines, jagged queue barriers, and empty cubicles, and the background texture does not resemble a cream-colored paper surface. The ink-calligraphic aesthetic is only loosely suggested, while the core narrative elements remain largely absent. Overall, the alignment to the prompt is minimal.\n\nPhysical Consistency (Common-sense):\nThe sequence shows basic spatial coherence, with the central figure maintaining approximate proportions across frames. However, the heavy processing and stylization obscure depth cues and motion dynamics, making it difficult to judge realistic physics or plausible interactions. There are no obvious geometric impossibilities, but the lack of clear physical cues and the stylized rendering reduce confidence in common-sense consistency. Overall, physical consistency is limited.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_3/index_tensor([643, 643])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_3/index_tensor([643, 643])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b88946f6dc5b382d3f3f469d6eaf877065e45fe
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_3/index_tensor([643, 643])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "stunning close-up, captured at eye level, the camera remains stationary, focused on the tip of a brush saturated with thick ink. The brush tip is crafted from fine wolf hair, each delicate bristle saturated with the inextricably rich ink. Softly illuminated by a sidelight from a window, it gleams with a moist, glossy sheen, gathering into a perfectly pointed cone. The background is a slightly out-of-focus, finely textured white rice paper, creating a minimal depth of field. At the very tip of the brush tip, a perfectly spherical drop of ink, carefully condensing and slowly expanding under the pull of gravity, its smooth black surface like a miniature convex mirror, clearly reflecting a bright, luminous spot. As the weight of the ink bead reaches its critical point, it silently separates from the brush tip in a stable and calm manner, maintaining a perfect spherical shape in the air and falling towards the white rice paper below. The entire picture forms a strong visual contrast with pure black and pure white, full of extreme tranquility, concentration and Zen, freezing a fleeting moment into eternal art.",
+ "seed": 30463,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_3/index_643_seed_30463_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": 1.0859375,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0078125,
+ "video_score2_overall": 3.09375,
+ "avg": 3.1015625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "stunning close-up, captured at eye level, the camera remains stationary, focused on the tip of a brush saturated with thick ink. The brush tip is crafted from fine wolf hair, each delicate bristle saturated with the inextricably rich ink. Softly illuminated by a sidelight from a window, it gleams with a moist, glossy sheen, gathering into a perfectly pointed cone. The background is a slightly out-of-focus, finely textured white rice paper, creating a minimal depth of field. At the very tip of the brush tip, a perfectly spherical drop of ink, carefully condensing and slowly expanding under the pull of gravity, its smooth black surface like a miniature convex mirror, clearly reflecting a bright, luminous spot. As the weight of the ink bead reaches its critical point, it silently separates from the brush tip in a stable and calm manner, maintaining a perfect spherical shape in the air and falling towards the white rice paper below. The entire picture forms a strong visual contrast with pure black and pure white, full of extreme tranquility, concentration and Zen, freezing a fleeting moment into eternal art.",
+ "token_credit_reward": 3.09375,
+ "selected_reward": 3.09375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning close-up shot\n- Captured at eye level\n- Camera remains stationary\n- Focused on the tip of a brush saturated with thick ink\n- Brush tip crafted from fine wolf hair\n- Each delicate bristle saturated with ink\n- Softly illuminated by a sidelight from a window\n- It gleams with a moist, glossy sheen\n- Gathering into a perfectly pointed cone\n- Background is slightly out-of-focus, finely textured white rice paper\n- Minimal depth of field\n- At the very tip of the brush tip, a perfectly spherical drop of ink\n- Carefully condensing and slowly expanding under gravity\n- Smooth black surface like a miniature convex mirror\n- Reflecting a bright, luminous spot\n- Weight of ink bead reaches critical point\n- It silently separates from the brush tip\n- Stable and calm manner\n- Maintains perfect spherical shape in the air\n- Falling towards white rice paper below\n- Strong visual contrast with pure black and pure white\n- Full of extreme tranquility, concentration and Zen\n- Freezing a fleeting moment into eternal art\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color distortions that obscure details. The imagery is largely unrecognizable, with inconsistent focus and unstable rendering that makes it impossible to discern objects or actions. The result is a video that fails to convey clear content or meaningful visual information.\n\nText-to-Video Alignment Analysis:\nThere is no observable correspondence between the prompt and the actual video content. The frames do not depict a brush, ink, a spherical drop, a window-lit setup, or any of the described artistic elements. The content is completely misaligned with the requested scene, indicating a total failure to translate the textual description into a coherent visual representation.\n\nPhysical/Common-sense Consistency:\nGiven the lack of recognizable objects or actions, there is no basis to assess physical plausibility or common-sense behavior. The sequence does not present any coherent physical interactions, and any evaluation of gravity, reflections, or object relationships would be meaningless.\n\nOverall assessment:\nThe video demonstrates severe deficiencies across all three dimensions, resulting in a near-complete breakdown of visual communication.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.0859375,
+ "TA": 1.0078125,
+ "MQ": 1.0078125,
+ "Overall": 3.09375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning close-up shot\n- Captured at eye level\n- Camera remains stationary\n- Focused on the tip of a brush saturated with thick ink\n- Brush tip crafted from fine wolf hair\n- Each delicate bristle saturated with ink\n- Softly illuminated by a sidelight from a window\n- It gleams with a moist, glossy sheen\n- Gathering into a perfectly pointed cone\n- Background is slightly out-of-focus, finely textured white rice paper\n- Minimal depth of field\n- At the very tip of the brush tip, a perfectly spherical drop of ink\n- Carefully condensing and slowly expanding under gravity\n- Smooth black surface like a miniature convex mirror\n- Reflecting a bright, luminous spot\n- Weight of ink bead reaches critical point\n- It silently separates from the brush tip\n- Stable and calm manner\n- Maintains perfect spherical shape in the air\n- Falling towards white rice paper below\n- Strong visual contrast with pure black and pure white\n- Full of extreme tranquility, concentration and Zen\n- Freezing a fleeting moment into eternal art\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color distortions that obscure details. The imagery is largely unrecognizable, with inconsistent focus and unstable rendering that makes it impossible to discern objects or actions. The result is a video that fails to convey clear content or meaningful visual information.\n\nText-to-Video Alignment Analysis:\nThere is no observable correspondence between the prompt and the actual video content. The frames do not depict a brush, ink, a spherical drop, a window-lit setup, or any of the described artistic elements. The content is completely misaligned with the requested scene, indicating a total failure to translate the textual description into a coherent visual representation.\n\nPhysical/Common-sense Consistency:\nGiven the lack of recognizable objects or actions, there is no basis to assess physical plausibility or common-sense behavior. The sequence does not present any coherent physical interactions, and any evaluation of gravity, reflections, or object relationships would be meaningless.\n\nOverall assessment:\nThe video demonstrates severe deficiencies across all three dimensions, resulting in a near-complete breakdown of visual communication.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "stunning close-up, captured at eye level, the camera remains stationary, focused on the tip of a brush saturated with thick ink. The brush tip is crafted from fine wolf hair, each delicate bristle saturated with the inextricably rich ink. Softly illuminated by a sidelight from a window, it gleams with a moist, glossy sheen, gathering into a perfectly pointed cone. The background is a slightly out-of-focus, finely textured white rice paper, creating a minimal depth of field. At the very tip of the brush tip, a perfectly spherical drop of ink, carefully condensing and slowly expanding under the pull of gravity, its smooth black surface like a miniature convex mirror, clearly reflecting a bright, luminous spot. As the weight of the ink bead reaches its critical point, it silently separates from the brush tip in a stable and calm manner, maintaining a perfect spherical shape in the air and falling towards the white rice paper below. The entire picture forms a strong visual contrast with pure black and pure white, full of extreme tranquility, concentration and Zen, freezing a fleeting moment into eternal art.",
+ "seed": 30464,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_3/index_643_seed_30464_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.125,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.0078125,
+ "video_score2_overall": 3.125,
+ "avg": 3.1328125,
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+ "question": "stunning close-up, captured at eye level, the camera remains stationary, focused on the tip of a brush saturated with thick ink. The brush tip is crafted from fine wolf hair, each delicate bristle saturated with the inextricably rich ink. Softly illuminated by a sidelight from a window, it gleams with a moist, glossy sheen, gathering into a perfectly pointed cone. The background is a slightly out-of-focus, finely textured white rice paper, creating a minimal depth of field. At the very tip of the brush tip, a perfectly spherical drop of ink, carefully condensing and slowly expanding under the pull of gravity, its smooth black surface like a miniature convex mirror, clearly reflecting a bright, luminous spot. As the weight of the ink bead reaches its critical point, it silently separates from the brush tip in a stable and calm manner, maintaining a perfect spherical shape in the air and falling towards the white rice paper below. The entire picture forms a strong visual contrast with pure black and pure white, full of extreme tranquility, concentration and Zen, freezing a fleeting moment into eternal art.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning close-up shot\n- Captured at eye level\n- Camera remains stationary\n- Focused on the tip of a brush saturated with thick ink\n- Brush tip crafted from fine wolf hair\n- Each delicate bristle saturated with ink\n- Softly illuminated by a sidelight from a window\n- It gleams with a moist, glossy sheen\n- Gathering into a perfectly pointed cone\n- Background is slightly out-of-focus, finely textured white rice paper\n- Minimal depth of field\n- At the very tip of the brush tip, a perfectly spherical drop of ink\n- Carefully condensing and slowly expanding under gravity\n- Smooth black surface like a miniature convex mirror\n- Reflecting a bright, luminous spot\n- Weight of ink bead reaches critical point\n- It separates from the brush tip in a stable and calm manner\n- Maintaining perfect spherical shape in the air\n- Falling towards white rice paper below\n- Strong visual contrast with pure black and pure white\n- Full of extreme tranquility, concentration and Zen\n- Freezing a fleeting moment into eternal art\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and noticeable banding. There is little to no sharpness or polish, and the imagery reads as low-quality rather than a refined artistic render. Given these characteristics, the video would be rated at the lowest end of the scale (1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The frames do not depict a brush, ink, or the described artistic process; instead they present abstract, distorted imagery with no recognizable elements matching the prompt. The mismatch is complete, resulting in a score of 1.\n\nPhysical/Common-sense Consistency:\nThe visuals show no coherent physical behavior or plausible material interactions. The abstract, glitched content lacks any meaningful real-world dynamics, making it impossible to assess physical realism or common-sense consistency. This yields a score of 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.125,
+ "TA": 1.0,
+ "MQ": 1.0078125,
+ "Overall": 3.125
+ }
+ }
+ ],
+ "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\nFirst, let me understand what the text prompt is asking for:\n- A stunning close-up shot\n- Captured at eye level\n- Camera remains stationary\n- Focused on the tip of a brush saturated with thick ink\n- Brush tip crafted from fine wolf hair\n- Each delicate bristle saturated with ink\n- Softly illuminated by a sidelight from a window\n- It gleams with a moist, glossy sheen\n- Gathering into a perfectly pointed cone\n- Background is slightly out-of-focus, finely textured white rice paper\n- Minimal depth of field\n- At the very tip of the brush tip, a perfectly spherical drop of ink\n- Carefully condensing and slowly expanding under gravity\n- Smooth black surface like a miniature convex mirror\n- Reflecting a bright, luminous spot\n- Weight of ink bead reaches critical point\n- It separates from the brush tip in a stable and calm manner\n- Maintaining perfect spherical shape in the air\n- Falling towards white rice paper below\n- Strong visual contrast with pure black and pure white\n- Full of extreme tranquility, concentration and Zen\n- Freezing a fleeting moment into eternal art\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and noticeable banding. There is little to no sharpness or polish, and the imagery reads as low-quality rather than a refined artistic render. Given these characteristics, the video would be rated at the lowest end of the scale (1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The frames do not depict a brush, ink, or the described artistic process; instead they present abstract, distorted imagery with no recognizable elements matching the prompt. The mismatch is complete, resulting in a score of 1.\n\nPhysical/Common-sense Consistency:\nThe visuals show no coherent physical behavior or plausible material interactions. The abstract, glitched content lacks any meaningful real-world dynamics, making it impossible to assess physical realism or common-sense consistency. This yields a score of 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "stunning close-up, captured at eye level, the camera remains stationary, focused on the tip of a brush saturated with thick ink. The brush tip is crafted from fine wolf hair, each delicate bristle saturated with the inextricably rich ink. Softly illuminated by a sidelight from a window, it gleams with a moist, glossy sheen, gathering into a perfectly pointed cone. The background is a slightly out-of-focus, finely textured white rice paper, creating a minimal depth of field. At the very tip of the brush tip, a perfectly spherical drop of ink, carefully condensing and slowly expanding under the pull of gravity, its smooth black surface like a miniature convex mirror, clearly reflecting a bright, luminous spot. As the weight of the ink bead reaches its critical point, it silently separates from the brush tip in a stable and calm manner, maintaining a perfect spherical shape in the air and falling towards the white rice paper below. The entire picture forms a strong visual contrast with pure black and pure white, full of extreme tranquility, concentration and Zen, freezing a fleeting moment into eternal art.",
+ "seed": 30465,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_3/index_643_seed_30465_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": 1.359375,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0390625,
+ "video_score2_overall": 3.40625,
+ "avg": 3.40625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "stunning close-up, captured at eye level, the camera remains stationary, focused on the tip of a brush saturated with thick ink. The brush tip is crafted from fine wolf hair, each delicate bristle saturated with the inextricably rich ink. Softly illuminated by a sidelight from a window, it gleams with a moist, glossy sheen, gathering into a perfectly pointed cone. The background is a slightly out-of-focus, finely textured white rice paper, creating a minimal depth of field. At the very tip of the brush tip, a perfectly spherical drop of ink, carefully condensing and slowly expanding under the pull of gravity, its smooth black surface like a miniature convex mirror, clearly reflecting a bright, luminous spot. As the weight of the ink bead reaches its critical point, it silently separates from the brush tip in a stable and calm manner, maintaining a perfect spherical shape in the air and falling towards the white rice paper below. The entire picture forms a strong visual contrast with pure black and pure white, full of extreme tranquility, concentration and Zen, freezing a fleeting moment into eternal art.",
+ "token_credit_reward": 3.40625,
+ "selected_reward": 3.40625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning close-up shot\n- Captured at eye level\n- Camera remains stationary\n- Focused on the tip of a brush saturated with thick ink\n- Brush tip crafted from fine wolf hair\n- Each delicate bristle saturated with ink\n- Softly illuminated by a sidelight from a window\n- It gleams with a moist, glossy sheen\n- Gathering into a perfectly pointed cone\n- Background is slightly out-of-focus, finely textured white rice paper\n- Minimal depth of field\n- At the very tip of the brush tip, a perfectly spherical drop of ink\n- Carefully condensing and slowly expanding under gravity\n- Smooth black surface like a miniature convex mirror\n- Clearly reflecting a bright, luminous spot\n- Weight of ink bead reaches critical point\n- It silently separates from the brush tip\n- Stable and calm manner\n- Maintains perfect spherical shape in the air\n- Falling towards white rice paper below\n- Strong visual contrast with pure black and pure white\n- Full of extreme tranquility, concentration and Zen\n- Freezing a fleeting moment into eternal art\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- The images appear to be extremely blurry and out of focus\n- There's a dark central area with some light spots\n- The bottom portion shows what appears to be some kind of textured surface or material\n- The overall image quality is very poor with significant blur and lack of clarity\n- The frames seem to show some kind of surface or material but it's very difficult to make out any specific details due to the extreme blurriness\n\nVisual Quality Analysis:\nThe visual quality is severely degraded across all frames. The resolution is low, with pervasive blur that obscures essential details. The content is largely indistinguishable, and there is no discernible subject or scene structure. The frames exhibit little to no sharpness, making interpretation impossible. This aligns with a score of 1 for Visual Quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The prompt describes a precise artistic setup with a brush, ink, and a controlled sequence; the video presents an indistinct, blurred surface with no recognizable elements matching the described scene. The mismatch is complete, resulting in a score of 1 for Text-to-Video Alignment.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, there is no basis to assess physical plausibility or common-sense behavior. No coherent physical interactions or dynamics can be inferred from the frames, and the content does not support any meaningful evaluation of consistency. This yields a score of 1 for Physical/Common-sense Consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning close-up shot\n- Captured at eye level\n- Camera remains stationary\n- Focused on the tip of a brush saturated with thick ink\n- Brush tip crafted from fine wolf hair\n- Each delicate bristle saturated with ink\n- Softly illuminated by a sidelight from a window\n- It gleams with a moist, glossy sheen\n- Gathering into a perfectly pointed cone\n- Background is slightly out-of-focus, finely textured white rice paper\n- Minimal depth of field\n- At the very tip of the brush tip, a perfectly spherical drop of ink\n- Carefully condensing and slowly expanding under gravity\n- Smooth black surface like a miniature convex mirror\n- Clearly reflecting a bright, luminous spot\n- Weight of ink bead reaches critical point\n- It silently separates from the brush tip\n- Stable and calm manner\n- Maintains perfect spherical shape in the air\n- Falling towards white rice paper below\n- Strong visual contrast with pure black and pure white\n- Full of extreme tranquility, concentration and Zen\n- Freezing a fleeting moment into eternal art\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- The images appear to be extremely blurry and out of focus\n- There's a dark central area with some light spots\n- The bottom portion shows what appears to be some kind of textured surface or material\n- The overall image quality is very poor with significant blur and lack of clarity\n- The frames seem to show some kind of surface or material but it's very difficult to make out any specific details due to the extreme blurriness\n\nVisual Quality Analysis:\nThe visual quality is severely degraded across all frames. The resolution is low, with pervasive blur that obscures essential details. The content is largely indistinguishable, and there is no discernible subject or scene structure. The frames exhibit little to no sharpness, making interpretation impossible. This aligns with a score of 1 for Visual Quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The prompt describes a precise artistic setup with a brush, ink, and a controlled sequence; the video presents an indistinct, blurred surface with no recognizable elements matching the described scene. The mismatch is complete, resulting in a score of 1 for Text-to-Video Alignment.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, there is no basis to assess physical plausibility or common-sense behavior. No coherent physical interactions or dynamics can be inferred from the frames, and the content does not support any meaningful evaluation of consistency. This yields a score of 1 for Physical/Common-sense Consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_3/index_643_seed_30466_dp_7_rank_14_sample_3_slot_1.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning close-up shot\n- Captured at eye level\n- Camera remains stationary\n- Focused on the tip of a brush saturated with thick ink\n- Brush tip crafted from fine wolf hair\n- Each delicate bristle saturated with ink\n- Softly illuminated by a sidelight from a window\n- It gleams with a moist, glossy sheen\n- Gathering into a perfectly pointed cone\n- Background is slightly out-of-focus, finely textured white rice paper\n- Minimal depth of field\n- At the very tip of the brush tip, a perfectly spherical drop of ink\n- Carefully condensing and slowly expanding under gravity\n- Smooth black surface like a miniature convex mirror\n- Reflecting a bright, luminous spot\n- Weight of ink bead reaches critical point\n- It separates from the brush tip in a stable and calm manner\n- Maintaining perfect spherical shape in the air\n- Falling towards white rice paper below\n- Strong visual contrast with pure black and pure white\n- Full of extreme tranquility, concentration and Zen\n- Freezing a fleeting moment into eternal art\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. The resolution is extremely low, with heavy pixelation and pervasive artifacts. The image is dominated by a grid-like pattern and noise, with inconsistent lighting and poor contrast. Overall clarity is effectively absent, and the scene cannot be interpreted reliably. This corresponds to a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not reveal a brush, ink, or any of the detailed elements (wolf hair bristles, window lighting, droplet dynamics, or the white rice-paper background). The content is too degraded to map to the requested scene, resulting in a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so corrupted, there is no basis to assess physical realism or common-sense behavior. No coherent physical interactions can be inferred, and the scene cannot be evaluated for consistency with real-world expectations. This yields a Physical Consistency score of 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.1484375,
+ "TA": 1.0,
+ "MQ": 1.015625,
+ "Overall": 3.171875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning close-up shot\n- Captured at eye level\n- Camera remains stationary\n- Focused on the tip of a brush saturated with thick ink\n- Brush tip crafted from fine wolf hair\n- Each delicate bristle saturated with ink\n- Softly illuminated by a sidelight from a window\n- It gleams with a moist, glossy sheen\n- Gathering into a perfectly pointed cone\n- Background is slightly out-of-focus, finely textured white rice paper\n- Minimal depth of field\n- At the very tip of the brush tip, a perfectly spherical drop of ink\n- Carefully condensing and slowly expanding under gravity\n- Smooth black surface like a miniature convex mirror\n- Reflecting a bright, luminous spot\n- Weight of ink bead reaches critical point\n- It separates from the brush tip in a stable and calm manner\n- Maintaining perfect spherical shape in the air\n- Falling towards white rice paper below\n- Strong visual contrast with pure black and pure white\n- Full of extreme tranquility, concentration and Zen\n- Freezing a fleeting moment into eternal art\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. The resolution is extremely low, with heavy pixelation and pervasive artifacts. The image is dominated by a grid-like pattern and noise, with inconsistent lighting and poor contrast. Overall clarity is effectively absent, and the scene cannot be interpreted reliably. This corresponds to a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not reveal a brush, ink, or any of the detailed elements (wolf hair bristles, window lighting, droplet dynamics, or the white rice-paper background). The content is too degraded to map to the requested scene, resulting in a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so corrupted, there is no basis to assess physical realism or common-sense behavior. No coherent physical interactions can be inferred, and the scene cannot be evaluated for consistency with real-world expectations. This yields a Physical Consistency score of 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_4/index_tensor([7723, 7723])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_4/index_tensor([7723, 7723])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c3786a21f49efbed92be865bf9491fd4cbbdd
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_4/index_tensor([7723, 7723])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "striking low-angle close-up tracking shot locks onto the wheels of a heavily modified rally car. Sporting a vibrant blue and white paint scheme, its white, multi-spoke alloy wheels mounted with thick, block-patterned all-terrain tires spin at breakneck speed, their sidewalls speckled with mud. As the car, in a precisely controlled drift, glides through a tight bend on a rough, gravelly dirt track, the camera pans rapidly, always in sync with the wheels. The tires tear fiercely at the soft ground, sending a massive cloud of thick brown dust and fine stones flying backwards in a spectacular wall of dust. In the glaring afternoon sun, the rising dust thickens into a golden mist, contrasting sharply with the deep shadows cast below. The entire scene is imbued with a sense of raw power, speed, and adrenaline-fueled tension, perfectly showcasing the car's exceptional handling at the limit.",
+ "seed": 11399,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_4/index_7723_seed_11399_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.234375,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.0703125,
+ "video_score2_overall": 3.3125,
+ "avg": 3.3203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle close-up tracking shot locks onto the wheels of a heavily modified rally car. Sporting a vibrant blue and white paint scheme, its white, multi-spoke alloy wheels mounted with thick, block-patterned all-terrain tires spin at breakneck speed, their sidewalls speckled with mud. As the car, in a precisely controlled drift, glides through a tight bend on a rough, gravelly dirt track, the camera pans rapidly, always in sync with the wheels. The tires tear fiercely at the soft ground, sending a massive cloud of thick brown dust and fine stones flying backwards in a spectacular wall of dust. In the glaring afternoon sun, the rising dust thickens into a golden mist, contrasting sharply with the deep shadows cast below. The entire scene is imbued with a sense of raw power, speed, and adrenaline-fueled tension, perfectly showcasing the car's exceptional handling at the limit.",
+ "token_credit_reward": 3.3125,
+ "selected_reward": 3.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle close-up tracking shot focusing on the wheels of a heavily modified rally car with a vibrant blue and white paint scheme, white multi-spoke alloy wheels with thick block-patterned all-terrain tires, spinning at breakneck speed, with muddy tire tracks, a precise drift through a tight bend on a rough gravelly dirt track, rapid camera panning synchronized with wheel motion, and a dramatic dust cloud as the car powers through the bend under bright sun. The scene aims to convey raw power, speed, and intense handling.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The sequence exhibits extreme blur, heavy compression artifacts, and inconsistent lighting that wash out details. Color fidelity is poor, with washed-out tones and noticeable noise, making it impossible to discern wheel geometry or surface textures. Transitions between frames are abrupt, contributing to a jarring viewing experience. Overall, the video presents a near-minimal level of visual clarity, consistent with a very low score.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a rally car, wheels, or the described dynamic action. The imagery is too abstract and degraded to reliably identify key elements such as the wheels, tire patterns, or the intended motion. The result is a complete mismatch between the detailed prompt and what is visible in the frames.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, assessing physical realism or common-sense coherence is not feasible. There are no discernible cues to support plausible dynamics, material properties, or environmental interactions. The sequence fails to convey believable physical behavior, resulting in a lack of any meaningful physical consistency assessment.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "TA": 1.015625,
+ "MQ": 1.0703125,
+ "Overall": 3.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle close-up tracking shot focusing on the wheels of a heavily modified rally car with a vibrant blue and white paint scheme, white multi-spoke alloy wheels with thick block-patterned all-terrain tires, spinning at breakneck speed, with muddy tire tracks, a precise drift through a tight bend on a rough gravelly dirt track, rapid camera panning synchronized with wheel motion, and a dramatic dust cloud as the car powers through the bend under bright sun. The scene aims to convey raw power, speed, and intense handling.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The sequence exhibits extreme blur, heavy compression artifacts, and inconsistent lighting that wash out details. Color fidelity is poor, with washed-out tones and noticeable noise, making it impossible to discern wheel geometry or surface textures. Transitions between frames are abrupt, contributing to a jarring viewing experience. Overall, the video presents a near-minimal level of visual clarity, consistent with a very low score.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a rally car, wheels, or the described dynamic action. The imagery is too abstract and degraded to reliably identify key elements such as the wheels, tire patterns, or the intended motion. The result is a complete mismatch between the detailed prompt and what is visible in the frames.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, assessing physical realism or common-sense coherence is not feasible. There are no discernible cues to support plausible dynamics, material properties, or environmental interactions. The sequence fails to convey believable physical behavior, resulting in a lack of any meaningful physical consistency assessment.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "striking low-angle close-up tracking shot locks onto the wheels of a heavily modified rally car. Sporting a vibrant blue and white paint scheme, its white, multi-spoke alloy wheels mounted with thick, block-patterned all-terrain tires spin at breakneck speed, their sidewalls speckled with mud. As the car, in a precisely controlled drift, glides through a tight bend on a rough, gravelly dirt track, the camera pans rapidly, always in sync with the wheels. The tires tear fiercely at the soft ground, sending a massive cloud of thick brown dust and fine stones flying backwards in a spectacular wall of dust. In the glaring afternoon sun, the rising dust thickens into a golden mist, contrasting sharply with the deep shadows cast below. The entire scene is imbued with a sense of raw power, speed, and adrenaline-fueled tension, perfectly showcasing the car's exceptional handling at the limit.",
+ "seed": 11400,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_4/index_7723_seed_11400_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": 1.1796875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0234375,
+ "video_score2_overall": 3.21875,
+ "avg": 3.2109375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle close-up tracking shot locks onto the wheels of a heavily modified rally car. Sporting a vibrant blue and white paint scheme, its white, multi-spoke alloy wheels mounted with thick, block-patterned all-terrain tires spin at breakneck speed, their sidewalls speckled with mud. As the car, in a precisely controlled drift, glides through a tight bend on a rough, gravelly dirt track, the camera pans rapidly, always in sync with the wheels. The tires tear fiercely at the soft ground, sending a massive cloud of thick brown dust and fine stones flying backwards in a spectacular wall of dust. In the glaring afternoon sun, the rising dust thickens into a golden mist, contrasting sharply with the deep shadows cast below. The entire scene is imbued with a sense of raw power, speed, and adrenaline-fueled tension, perfectly showcasing the car's exceptional handling at the limit.",
+ "token_credit_reward": 3.21875,
+ "selected_reward": 3.21875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 striking low-angle close-up tracking shot focusing on the wheels of a heavily modified rally car with a vibrant blue and white paint scheme, white multi-spoke alloy wheels with thick block-patterned all-terrain tires, spinning at breakneck speed, with muddy tire tracks, a precise drift through a tight bend on a rough gravelly dirt track, rapid camera pans synchronized with wheel motion, tires tearing at the soft ground, a massive cloud of thick brown dust and fine stones flying backwards, bright afternoon sun, dust thickening into golden mist, deep shadows, and a sense of raw power, speed, and adrenaline-fueled tension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The sequence exhibits extreme blur, heavy compression artifacts, color bleeding, and pronounced noise that obscure details. The imagery is largely uninterpretable, with inconsistent lighting and unstable contrast across frames. Overall, the video presents a near unusable visual experience due to pervasive degradation.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a rally car, wheels, or any of the described elements (blue/white paint scheme, white multi-spoke wheels, block-pattern tires, muddy tracks, drifting dynamics, or a low-angle tracking shot). The content is too abstract and distorted to map to the specific scenario outlined in the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical behavior. Motion cues are unreliable, and there is no plausible interaction between wheels, ground, or dust. Lighting and shadows do not follow consistent physical rules, and the overall scene does not exhibit believable dynamics or common-sense physics.\n\nOverall assessment:\nAll three dimensions are severely compromised, resulting in a video that fails to convey the intended scenario and lacks basic physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "Overall": 3.21875
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle close-up tracking shot focusing on the wheels of a heavily modified rally car with a vibrant blue and white paint scheme, white multi-spoke alloy wheels with thick block-patterned all-terrain tires, spinning at breakneck speed, with muddy tire tracks, a precise drift through a tight bend on a rough gravelly dirt track, rapid camera pans synchronized with wheel motion, tires tearing at the soft ground, a massive cloud of thick brown dust and fine stones flying backwards, bright afternoon sun, dust thickening into golden mist, deep shadows, and a sense of raw power, speed, and adrenaline-fueled tension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The sequence exhibits extreme blur, heavy compression artifacts, color bleeding, and pronounced noise that obscure details. The imagery is largely uninterpretable, with inconsistent lighting and unstable contrast across frames. Overall, the video presents a near unusable visual experience due to pervasive degradation.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a rally car, wheels, or any of the described elements (blue/white paint scheme, white multi-spoke wheels, block-pattern tires, muddy tracks, drifting dynamics, or a low-angle tracking shot). The content is too abstract and distorted to map to the specific scenario outlined in the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical behavior. Motion cues are unreliable, and there is no plausible interaction between wheels, ground, or dust. Lighting and shadows do not follow consistent physical rules, and the overall scene does not exhibit believable dynamics or common-sense physics.\n\nOverall assessment:\nAll three dimensions are severely compromised, resulting in a video that fails to convey the intended scenario and lacks basic physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "striking low-angle close-up tracking shot locks onto the wheels of a heavily modified rally car. Sporting a vibrant blue and white paint scheme, its white, multi-spoke alloy wheels mounted with thick, block-patterned all-terrain tires spin at breakneck speed, their sidewalls speckled with mud. As the car, in a precisely controlled drift, glides through a tight bend on a rough, gravelly dirt track, the camera pans rapidly, always in sync with the wheels. The tires tear fiercely at the soft ground, sending a massive cloud of thick brown dust and fine stones flying backwards in a spectacular wall of dust. In the glaring afternoon sun, the rising dust thickens into a golden mist, contrasting sharply with the deep shadows cast below. The entire scene is imbued with a sense of raw power, speed, and adrenaline-fueled tension, perfectly showcasing the car's exceptional handling at the limit.",
+ "seed": 11401,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_4/index_7723_seed_11401_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 1.0625,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.078125,
+ "avg": 3.0859375,
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+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle close-up tracking shot locks onto the wheels of a heavily modified rally car. Sporting a vibrant blue and white paint scheme, its white, multi-spoke alloy wheels mounted with thick, block-patterned all-terrain tires spin at breakneck speed, their sidewalls speckled with mud. As the car, in a precisely controlled drift, glides through a tight bend on a rough, gravelly dirt track, the camera pans rapidly, always in sync with the wheels. The tires tear fiercely at the soft ground, sending a massive cloud of thick brown dust and fine stones flying backwards in a spectacular wall of dust. In the glaring afternoon sun, the rising dust thickens into a golden mist, contrasting sharply with the deep shadows cast below. The entire scene is imbued with a sense of raw power, speed, and adrenaline-fueled tension, perfectly showcasing the car's exceptional handling at the limit.",
+ "token_credit_reward": 3.078125,
+ "selected_reward": 3.078125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 striking low-angle close-up tracking shot focusing on the wheels of a heavily modified rally car with a vibrant blue and white paint scheme, white multi-spoke alloy wheels with thick block-patterned all-terrain tires spinning at breakneck speed, the car drifting through a tight bend on a rough gravelly dirt track, rapid camera pans synchronized with the wheels, tires tearing at the soft ground, massive clouds of thick brown dust and fine stones flying backwards, bright afternoon sun creating golden mist, deep shadows, and a sense of raw power, speed, and adrenaline-fueled tension.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The sequence exhibits extreme blur, heavy compression artifacts, color bleeding, and pronounced digital noise that obscure details. The imagery is largely uninterpretable, with inconsistent focus and unstable framing that disrupts any sense of a coherent scene. The result is effectively unusable for meaningful evaluation or storytelling.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and what is visible. The frames do not clearly depict a rally car, wheels, or a racing environment; instead they present abstract, indistinct color patterns and noise. The requested dynamic elements (spinning wheels, tire spray, dust clouds, lighting cues) are not observable, and the scene fails to convey the intended racing scenario. Overall, the video does not satisfy the prompt requirements.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, there is no basis to assess physical realism or common-sense plausibility. The content cannot be interpreted as a plausible racing scene, and any implied physics (e.g., wheel rotation, tire deformation, dust behavior) cannot be verified. The video lacks coherent physical cues, rendering it inconsistent with the described scenario.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.0625,
+ "TA": 1.0078125,
+ "MQ": 1.015625,
+ "Overall": 3.078125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 striking low-angle close-up tracking shot focusing on the wheels of a heavily modified rally car with a vibrant blue and white paint scheme, white multi-spoke alloy wheels with thick block-patterned all-terrain tires spinning at breakneck speed, the car drifting through a tight bend on a rough gravelly dirt track, rapid camera pans synchronized with the wheels, tires tearing at the soft ground, massive clouds of thick brown dust and fine stones flying backwards, bright afternoon sun creating golden mist, deep shadows, and a sense of raw power, speed, and adrenaline-fueled tension.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The sequence exhibits extreme blur, heavy compression artifacts, color bleeding, and pronounced digital noise that obscure details. The imagery is largely uninterpretable, with inconsistent focus and unstable framing that disrupts any sense of a coherent scene. The result is effectively unusable for meaningful evaluation or storytelling.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and what is visible. The frames do not clearly depict a rally car, wheels, or a racing environment; instead they present abstract, indistinct color patterns and noise. The requested dynamic elements (spinning wheels, tire spray, dust clouds, lighting cues) are not observable, and the scene fails to convey the intended racing scenario. Overall, the video does not satisfy the prompt requirements.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, there is no basis to assess physical realism or common-sense plausibility. The content cannot be interpreted as a plausible racing scene, and any implied physics (e.g., wheel rotation, tire deformation, dust behavior) cannot be verified. The video lacks coherent physical cues, rendering it inconsistent with the described scenario.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 11402,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_4/index_7723_seed_11402_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": 1.171875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0234375,
+ "video_score2_overall": 3.21875,
+ "avg": 3.203125,
+ "reward_records": [
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+ "question": "striking low-angle close-up tracking shot locks onto the wheels of a heavily modified rally car. Sporting a vibrant blue and white paint scheme, its white, multi-spoke alloy wheels mounted with thick, block-patterned all-terrain tires spin at breakneck speed, their sidewalls speckled with mud. As the car, in a precisely controlled drift, glides through a tight bend on a rough, gravelly dirt track, the camera pans rapidly, always in sync with the wheels. The tires tear fiercely at the soft ground, sending a massive cloud of thick brown dust and fine stones flying backwards in a spectacular wall of dust. In the glaring afternoon sun, the rising dust thickens into a golden mist, contrasting sharply with the deep shadows cast below. The entire scene is imbued with a sense of raw power, speed, and adrenaline-fueled tension, perfectly showcasing the car's exceptional handling at the limit.",
+ "token_credit_reward": 3.21875,
+ "selected_reward": 3.21875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 striking low-angle close-up tracking shot focusing on the wheels of a heavily modified rally car with a vibrant blue and white paint scheme, white multi-spoke alloy wheels with thick block-patterned all-terrain tires, spinning at breakneck speed, with muddy tire tracks, a precise drift through a tight bend on a rough gravelly dirt track, rapid camera panning synchronized with wheel motion, and a dramatic dust cloud in bright afternoon light. The scene aims to convey raw power, speed, and intense handling.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy pixelation and compression artifacts that obscure details. Color bleeding and banding are evident, and there is noticeable noise and grain. Frame-to-frame transitions are abrupt, and overall clarity is poor. These factors collectively indicate a very low visual quality level.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a rally car or its wheels, nor the described dynamic actions (drifting, tire tearing, dust clouds). The content appears abstract and does not reflect the requested scenario, resulting in a near-complete mismatch between prompt and video.\n\nPhysical/Common-sense Consistency Assessment:\nThe imagery lacks coherent physical cues. The abstract patterns and color shifts do not correspond to plausible real-world physics or common-sense expectations for a rally-car scene. There is no consistent object identity or scene logic, making it impossible to infer any believable physical behavior.\n\nOverall assessment:\nAll three dimensions are severely deficient, with minimal correspondence to the intended prompt and no discernible physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.171875,
+ "TA": 1.0078125,
+ "MQ": 1.0234375,
+ "Overall": 3.21875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle close-up tracking shot focusing on the wheels of a heavily modified rally car with a vibrant blue and white paint scheme, white multi-spoke alloy wheels with thick block-patterned all-terrain tires, spinning at breakneck speed, with muddy tire tracks, a precise drift through a tight bend on a rough gravelly dirt track, rapid camera panning synchronized with wheel motion, and a dramatic dust cloud in bright afternoon light. The scene aims to convey raw power, speed, and intense handling.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy pixelation and compression artifacts that obscure details. Color bleeding and banding are evident, and there is noticeable noise and grain. Frame-to-frame transitions are abrupt, and overall clarity is poor. These factors collectively indicate a very low visual quality level.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a rally car or its wheels, nor the described dynamic actions (drifting, tire tearing, dust clouds). The content appears abstract and does not reflect the requested scenario, resulting in a near-complete mismatch between prompt and video.\n\nPhysical/Common-sense Consistency Assessment:\nThe imagery lacks coherent physical cues. The abstract patterns and color shifts do not correspond to plausible real-world physics or common-sense expectations for a rally-car scene. There is no consistent object identity or scene logic, making it impossible to infer any believable physical behavior.\n\nOverall assessment:\nAll three dimensions are severely deficient, with minimal correspondence to the intended prompt and no discernible physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_5/index_tensor([4761, 4761])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_5/index_tensor([4761, 4761])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5654779ad3a49c5a6dd42fb8cb07bdf59932be57
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_5/index_tensor([4761, 4761])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle shot, the camera tilting upward as the action unfolds, initially focusing on a pitch-black crow perched atop a weathered, dark wooden utility pole, its sharp talons clutching a tangled bundle of black cables below. Under the even, diffuse light of a gloomy sky, its glossy feathers reflect a faint shimmer of deep blue and purple iridescence, and its alert, inky black eyes scan the surroundings warily. The vast, oppressive background of a uniformly gray sky, devoid of a single cloud pattern, creates a sense of bleak loneliness. Suddenly, as if startled by an invisible roar, the crow's body shrank, then explosively spread its vast wings, decisively leaving the power lines with a single, powerful kick. With a ferocious and rapid flapping of wings, each feather traces a distinct path through the air. The camera smoothly follows its flight path upwards, capturing its vertical climb with a powerful posture, and eventually transforms from a clearly detailed creature into a pure black silhouette that shrinks continuously on the boundless gray canvas, until it completely merges into the sky, leaving only empty power lines trembling slightly in the silence.",
+ "seed": 18906,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_5/index_4761_seed_18906_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": 1.1875,
+ "video_score2_ta": 1.03125,
+ "video_score2_mq": 1.328125,
+ "video_score2_overall": 3.546875,
+ "avg": 3.546875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle shot, the camera tilting upward as the action unfolds, initially focusing on a pitch-black crow perched atop a weathered, dark wooden utility pole, its sharp talons clutching a tangled bundle of black cables below. Under the even, diffuse light of a gloomy sky, its glossy feathers reflect a faint shimmer of deep blue and purple iridescence, and its alert, inky black eyes scan the surroundings warily. The vast, oppressive background of a uniformly gray sky, devoid of a single cloud pattern, creates a sense of bleak loneliness. Suddenly, as if startled by an invisible roar, the crow's body shrank, then explosively spread its vast wings, decisively leaving the power lines with a single, powerful kick. With a ferocious and rapid flapping of wings, each feather traces a distinct path through the air. The camera smoothly follows its flight path upwards, capturing its vertical climb with a powerful posture, and eventually transforms from a clearly detailed creature into a pure black silhouette that shrinks continuously on the boundless gray canvas, until it completely merges into the sky, leaving only empty power lines trembling slightly in the silence.",
+ "token_credit_reward": 3.546875,
+ "selected_reward": 3.546875,
+ "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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot featuring a pitch-black crow perched on a weathered, dark wooden utility pole, with the crow's sharp talons gripping a tangled bundle of black cables beneath. The scene is lit by diffuse, gloomy sky light, and the crow's glossy feathers show a faint blue/purple iridescence while its alert, inky eyes scan the surroundings. A sudden startle by an invisible roar leads to the crow shrinking, then spreading its wings and departing the power lines with a decisive kick. The camera should follow the flight path upward, capturing a vertical climb as the crow becomes a pure black silhouette against a boundless gray sky, merging into the sky at last.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently low in resolution with pronounced pixelation and heavy compression artifacts. Color fidelity is poor, with desaturated tones and a washed-out look that erodes detail. There is noticeable frame-to-frame instability and occasional distortions, and the crow’s form often appears blurred or morphed rather than crisp. The background texture remains noisy and lacks clean definition, contributing to a generally unpolished presentation. Overall, the video exhibits substantial technical limitations that undermine clarity and perceptual realism.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The presence of a crow and a dark setting is evident, but many key elements are not clearly realized due to the quality issues. The specific details—such as the exact perch on a weathered wooden pole, the precise interaction with cables, and the dramatic wing spread during takeoff—are difficult to confirm. The intended dynamic sequence (startle, shrink, takeoff, climb) is only loosely suggested, and the overall narrative coherence is limited by the visual degradation. In short, core aspects of the prompt are present but several critical specifics remain ambiguous or underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe sequence shows some plausible avian motion and environmental context, but the severe visual distortions introduce inconsistencies in scale, lighting cues, and spatial relationships. While basic physics appear reasonable, the distortions and artifacts undermine reliable interpretation of the scene, resulting in only modest common-sense coherence.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "MQ": 1.328125,
+ "Overall": 3.546875
+ }
+ }
+ ],
+ "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 low-angle shot featuring a pitch-black crow perched on a weathered, dark wooden utility pole, with the crow's sharp talons gripping a tangled bundle of black cables beneath. The scene is lit by diffuse, gloomy sky light, and the crow's glossy feathers show a faint blue/purple iridescence while its alert, inky eyes scan the surroundings. A sudden startle by an invisible roar leads to the crow shrinking, then spreading its wings and departing the power lines with a decisive kick. The camera should follow the flight path upward, capturing a vertical climb as the crow becomes a pure black silhouette against a boundless gray sky, merging into the sky at last.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently low in resolution with pronounced pixelation and heavy compression artifacts. Color fidelity is poor, with desaturated tones and a washed-out look that erodes detail. There is noticeable frame-to-frame instability and occasional distortions, and the crow’s form often appears blurred or morphed rather than crisp. The background texture remains noisy and lacks clean definition, contributing to a generally unpolished presentation. Overall, the video exhibits substantial technical limitations that undermine clarity and perceptual realism.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The presence of a crow and a dark setting is evident, but many key elements are not clearly realized due to the quality issues. The specific details—such as the exact perch on a weathered wooden pole, the precise interaction with cables, and the dramatic wing spread during takeoff—are difficult to confirm. The intended dynamic sequence (startle, shrink, takeoff, climb) is only loosely suggested, and the overall narrative coherence is limited by the visual degradation. In short, core aspects of the prompt are present but several critical specifics remain ambiguous or underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe sequence shows some plausible avian motion and environmental context, but the severe visual distortions introduce inconsistencies in scale, lighting cues, and spatial relationships. While basic physics appear reasonable, the distortions and artifacts undermine reliable interpretation of the scene, resulting in only modest common-sense coherence.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 18907,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_5/index_4761_seed_18907_dp_10_rank_20_sample_1_slot_1.mp4",
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+ "video_score2_overall": 3.96875,
+ "avg": 3.96875,
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+ "question": "low-angle shot, the camera tilting upward as the action unfolds, initially focusing on a pitch-black crow perched atop a weathered, dark wooden utility pole, its sharp talons clutching a tangled bundle of black cables below. Under the even, diffuse light of a gloomy sky, its glossy feathers reflect a faint shimmer of deep blue and purple iridescence, and its alert, inky black eyes scan the surroundings warily. The vast, oppressive background of a uniformly gray sky, devoid of a single cloud pattern, creates a sense of bleak loneliness. Suddenly, as if startled by an invisible roar, the crow's body shrank, then explosively spread its vast wings, decisively leaving the power lines with a single, powerful kick. With a ferocious and rapid flapping of wings, each feather traces a distinct path through the air. The camera smoothly follows its flight path upwards, capturing its vertical climb with a powerful posture, and eventually transforms from a clearly detailed creature into a pure black silhouette that shrinks continuously on the boundless gray canvas, until it completely merges into the sky, leaving only empty power lines trembling slightly in the silence.",
+ "token_credit_reward": 3.96875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A low-angle shot with camera tilting upward\n- A pitch-black crow perched on a weathered, dark wooden utility pole\n- Crow's sharp talons clutching a tangled bundle of black cables below\n- Gloomy sky with even, diffuse lighting\n- Glossy feathers reflecting deep blue and purple iridescence\n- Alert, inky black eyes scanning surroundings warily\n- Vast, oppressive background of uniformly gray sky\n- Crow's body shrinking, then wings spreading, leaving power lines with a single kick\n- Rapid wing flapping with distinct feather paths\n- Camera following flight path upwards\n- Capturing vertical climb with powerful posture\n- Transforming into pure black silhouette\n- Shrinking continuously against boundless gray canvas\n- Merging into sky, leaving empty power lines trembling\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Color fidelity is poor, with desaturated tones and a washed-out look that undermines detail. Frame-to-frame stability is lacking, and there are noticeable distortions and edge artifacts around the crow and background elements. Transitions between frames feel abrupt rather than smooth, contributing to a jarring viewing experience. Overall, the video presents a markedly low-quality visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited. While some elements appear (a dark bird-like figure and a gloomy backdrop), many key aspects described in the prompt are not convincingly realized. The weathered wooden pole, the precise positioning of talons gripping cables, the nuanced lighting, and the dramatic wing spread are not clearly depicted. The sequence does not convincingly convey the intended dynamic flight or the transformation into a silhouette, and the overall narrative progression remains underdeveloped. In short, the video captures only a subset of the requested details, resulting in weak alignment.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with basic physics and common-sense expectations. The bird’s motion lacks convincing propulsion cues, and the implied interaction with cables and the environment does not align with plausible aerodynamics. The abrupt changes in scale and perspective, along with the lack of coherent motion, undermine the perceived realism of the scene. Overall, the video exhibits significant issues in physical and common-sense consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 2,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.46875,
+ "TA": 1.0703125,
+ "MQ": 1.4296875,
+ "Overall": 3.96875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A low-angle shot with camera tilting upward\n- A pitch-black crow perched on a weathered, dark wooden utility pole\n- Crow's sharp talons clutching a tangled bundle of black cables below\n- Gloomy sky with even, diffuse lighting\n- Glossy feathers reflecting deep blue and purple iridescence\n- Alert, inky black eyes scanning surroundings warily\n- Vast, oppressive background of uniformly gray sky\n- Crow's body shrinking, then wings spreading, leaving power lines with a single kick\n- Rapid wing flapping with distinct feather paths\n- Camera following flight path upwards\n- Capturing vertical climb with powerful posture\n- Transforming into pure black silhouette\n- Shrinking continuously against boundless gray canvas\n- Merging into sky, leaving empty power lines trembling\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Color fidelity is poor, with desaturated tones and a washed-out look that undermines detail. Frame-to-frame stability is lacking, and there are noticeable distortions and edge artifacts around the crow and background elements. Transitions between frames feel abrupt rather than smooth, contributing to a jarring viewing experience. Overall, the video presents a markedly low-quality visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited. While some elements appear (a dark bird-like figure and a gloomy backdrop), many key aspects described in the prompt are not convincingly realized. The weathered wooden pole, the precise positioning of talons gripping cables, the nuanced lighting, and the dramatic wing spread are not clearly depicted. The sequence does not convincingly convey the intended dynamic flight or the transformation into a silhouette, and the overall narrative progression remains underdeveloped. In short, the video captures only a subset of the requested details, resulting in weak alignment.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with basic physics and common-sense expectations. The bird’s motion lacks convincing propulsion cues, and the implied interaction with cables and the environment does not align with plausible aerodynamics. The abrupt changes in scale and perspective, along with the lack of coherent motion, undermine the perceived realism of the scene. Overall, the video exhibits significant issues in physical and common-sense consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "low-angle shot, the camera tilting upward as the action unfolds, initially focusing on a pitch-black crow perched atop a weathered, dark wooden utility pole, its sharp talons clutching a tangled bundle of black cables below. Under the even, diffuse light of a gloomy sky, its glossy feathers reflect a faint shimmer of deep blue and purple iridescence, and its alert, inky black eyes scan the surroundings warily. The vast, oppressive background of a uniformly gray sky, devoid of a single cloud pattern, creates a sense of bleak loneliness. Suddenly, as if startled by an invisible roar, the crow's body shrank, then explosively spread its vast wings, decisively leaving the power lines with a single, powerful kick. With a ferocious and rapid flapping of wings, each feather traces a distinct path through the air. The camera smoothly follows its flight path upwards, capturing its vertical climb with a powerful posture, and eventually transforms from a clearly detailed creature into a pure black silhouette that shrinks continuously on the boundless gray canvas, until it completely merges into the sky, leaving only empty power lines trembling slightly in the silence.",
+ "seed": 18908,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_5/index_4761_seed_18908_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.7578125,
+ "video_score2_ta": 1.1171875,
+ "video_score2_mq": 1.6953125,
+ "video_score2_overall": 4.5625,
+ "avg": 4.5703125,
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+ "question": "low-angle shot, the camera tilting upward as the action unfolds, initially focusing on a pitch-black crow perched atop a weathered, dark wooden utility pole, its sharp talons clutching a tangled bundle of black cables below. Under the even, diffuse light of a gloomy sky, its glossy feathers reflect a faint shimmer of deep blue and purple iridescence, and its alert, inky black eyes scan the surroundings warily. The vast, oppressive background of a uniformly gray sky, devoid of a single cloud pattern, creates a sense of bleak loneliness. Suddenly, as if startled by an invisible roar, the crow's body shrank, then explosively spread its vast wings, decisively leaving the power lines with a single, powerful kick. With a ferocious and rapid flapping of wings, each feather traces a distinct path through the air. The camera smoothly follows its flight path upwards, capturing its vertical climb with a powerful posture, and eventually transforms from a clearly detailed creature into a pure black silhouette that shrinks continuously on the boundless gray canvas, until it completely merges into the sky, leaving only empty power lines trembling slightly in the silence.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 shot with a camera tilting upward, starting with a pitch-black crow perched on a weathered, dark wooden utility pole, its sharp talons gripping a tangled bundle of black cables below. The scene should feature diffuse lighting under a gloomy sky, with the crow displaying glossy feathers and a faint blue/purple iridescence, and eyes that appear alert and inky black. The background is a vast, oppressive gray sky with no clouds. The sequence should show the crow shrinking, then spreading its wings, followed by a rapid ascent and a smooth upward camera movement, culminating in a complete merge with the sky.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently dark with limited detail, and the crow is often reduced to a near silhouette against a gray backdrop. Frame 1–4 present a very dark, indistinct crow with minimal texture or color information; Frame 5 shows a faint blue/purple hint but remains largely silhouetted. The resolution is insufficient to reveal feather details or subtle color shifts, and there is little evidence of smooth motion or high-fidelity rendering. The sequence does not demonstrate convincing lighting dynamics or depth cues, resulting in a presentation that feels flat and unconvincing rather than richly detailed.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The upward tilt and the presence of a crow-like silhouette are detectable, and the general mood is conveyed. However, several key prompt elements are not convincingly realized: the initial perch on a weathered wooden pole with cables is not clearly depicted, the glossy feathers and blue/purple iridescence are not evident, and the dramatic wing spread and subsequent ascent are not clearly demonstrated. Overall, the alignment is moderate: some aspects align, while others are missing or underdeveloped.\n\nPhysical Consistency (Common-sense):\nThe sequence exhibits notable inconsistencies with real-world physics and anatomy. The crow’s proportions and wing movements do not convincingly match natural avian motion, and the implied interaction with power lines and the environment lacks plausible dynamics. The abrupt changes in scale and perspective further undermine realism, resulting in a scene that feels physically implausible despite a coherent narrative intent.\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": {
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+ "TA": 1.1171875,
+ "MQ": 1.6953125,
+ "Overall": 4.5625
+ }
+ }
+ ],
+ "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 shot with a camera tilting upward, starting with a pitch-black crow perched on a weathered, dark wooden utility pole, its sharp talons gripping a tangled bundle of black cables below. The scene should feature diffuse lighting under a gloomy sky, with the crow displaying glossy feathers and a faint blue/purple iridescence, and eyes that appear alert and inky black. The background is a vast, oppressive gray sky with no clouds. The sequence should show the crow shrinking, then spreading its wings, followed by a rapid ascent and a smooth upward camera movement, culminating in a complete merge with the sky.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently dark with limited detail, and the crow is often reduced to a near silhouette against a gray backdrop. Frame 1–4 present a very dark, indistinct crow with minimal texture or color information; Frame 5 shows a faint blue/purple hint but remains largely silhouetted. The resolution is insufficient to reveal feather details or subtle color shifts, and there is little evidence of smooth motion or high-fidelity rendering. The sequence does not demonstrate convincing lighting dynamics or depth cues, resulting in a presentation that feels flat and unconvincing rather than richly detailed.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The upward tilt and the presence of a crow-like silhouette are detectable, and the general mood is conveyed. However, several key prompt elements are not convincingly realized: the initial perch on a weathered wooden pole with cables is not clearly depicted, the glossy feathers and blue/purple iridescence are not evident, and the dramatic wing spread and subsequent ascent are not clearly demonstrated. Overall, the alignment is moderate: some aspects align, while others are missing or underdeveloped.\n\nPhysical Consistency (Common-sense):\nThe sequence exhibits notable inconsistencies with real-world physics and anatomy. The crow’s proportions and wing movements do not convincingly match natural avian motion, and the implied interaction with power lines and the environment lacks plausible dynamics. The abrupt changes in scale and perspective further undermine realism, resulting in a scene that feels physically implausible despite a coherent narrative intent.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "low-angle shot, the camera tilting upward as the action unfolds, initially focusing on a pitch-black crow perched atop a weathered, dark wooden utility pole, its sharp talons clutching a tangled bundle of black cables below. Under the even, diffuse light of a gloomy sky, its glossy feathers reflect a faint shimmer of deep blue and purple iridescence, and its alert, inky black eyes scan the surroundings warily. The vast, oppressive background of a uniformly gray sky, devoid of a single cloud pattern, creates a sense of bleak loneliness. Suddenly, as if startled by an invisible roar, the crow's body shrank, then explosively spread its vast wings, decisively leaving the power lines with a single, powerful kick. With a ferocious and rapid flapping of wings, each feather traces a distinct path through the air. The camera smoothly follows its flight path upwards, capturing its vertical climb with a powerful posture, and eventually transforms from a clearly detailed creature into a pure black silhouette that shrinks continuously on the boundless gray canvas, until it completely merges into the sky, leaving only empty power lines trembling slightly in the silence.",
+ "seed": 18909,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_5/index_4761_seed_18909_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.234375,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.0625,
+ "video_score2_overall": 3.3125,
+ "avg": 3.3125,
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+ "question": "low-angle shot, the camera tilting upward as the action unfolds, initially focusing on a pitch-black crow perched atop a weathered, dark wooden utility pole, its sharp talons clutching a tangled bundle of black cables below. Under the even, diffuse light of a gloomy sky, its glossy feathers reflect a faint shimmer of deep blue and purple iridescence, and its alert, inky black eyes scan the surroundings warily. The vast, oppressive background of a uniformly gray sky, devoid of a single cloud pattern, creates a sense of bleak loneliness. Suddenly, as if startled by an invisible roar, the crow's body shrank, then explosively spread its vast wings, decisively leaving the power lines with a single, powerful kick. With a ferocious and rapid flapping of wings, each feather traces a distinct path through the air. The camera smoothly follows its flight path upwards, capturing its vertical climb with a powerful posture, and eventually transforms from a clearly detailed creature into a pure black silhouette that shrinks continuously on the boundless gray canvas, until it completely merges into the sky, leaving only empty power lines trembling slightly in the silence.",
+ "token_credit_reward": 3.3125,
+ "selected_reward": 3.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A low-angle shot with camera tilting upward\n- A pitch-black crow perched on a weathered, dark wooden utility pole\n- Crow's sharp talons clutching tangled black cables below\n- Gloomy sky with even, diffuse lighting\n- Crow's glossy feathers reflecting deep blue and purple iridescence\n- Crow's alert, inky black eyes scanning surroundings warily\n- Vast, oppressive background of uniformly gray sky\n- Crow's body shrinking, then spreading wings\n- Crow leaving power lines with a single kick\n- Rapid wing flapping with distinct feather paths\n- Camera following flight path upwards\n- Capturing vertical climb with powerful posture\n- Crow transforming into pure black silhouette\n- Crow merging into sky\n- Empty power lines trembling slightly\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Color fidelity is poor, with desaturated tones and a washed-out look that reduces contrast. There is noticeable frame-to-frame instability and abrupt transitions, contributing to a choppy viewing experience. Fine details are largely indiscernible due to blur and noise, and the scene lacks crisp edges or texture. In short, the video presents a markedly low-quality visual experience throughout.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The prompt describes a highly specific subject (a crow on a utility pole with detailed plumage and motion), yet the footage does not clearly depict a crow at all. The visible shapes are ambiguous and do not convincingly resemble a crow, and the described actions (perching, talon grip, wing movement, and flight) are not convincingly realized. The background and atmospheric cues also fail to align with the prompt’s gloomy sky and power-line setting. Overall, the alignment to the requested narrative is effectively non-existent.\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits severe inconsistencies with basic physical realism. The forms shift abruptly without plausible anatomy or motion, and there is no coherent interaction with the environment (no convincing contact with a pole, no realistic wingbeat dynamics, and no consistent scale or perspective). The result is a highly implausible depiction that contradicts common-sense expectations for a crow in a real-world scene.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.015625,
+ "MQ": 1.0625,
+ "Overall": 3.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A low-angle shot with camera tilting upward\n- A pitch-black crow perched on a weathered, dark wooden utility pole\n- Crow's sharp talons clutching tangled black cables below\n- Gloomy sky with even, diffuse lighting\n- Crow's glossy feathers reflecting deep blue and purple iridescence\n- Crow's alert, inky black eyes scanning surroundings warily\n- Vast, oppressive background of uniformly gray sky\n- Crow's body shrinking, then spreading wings\n- Crow leaving power lines with a single kick\n- Rapid wing flapping with distinct feather paths\n- Camera following flight path upwards\n- Capturing vertical climb with powerful posture\n- Crow transforming into pure black silhouette\n- Crow merging into sky\n- Empty power lines trembling slightly\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Color fidelity is poor, with desaturated tones and a washed-out look that reduces contrast. There is noticeable frame-to-frame instability and abrupt transitions, contributing to a choppy viewing experience. Fine details are largely indiscernible due to blur and noise, and the scene lacks crisp edges or texture. In short, the video presents a markedly low-quality visual experience throughout.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The prompt describes a highly specific subject (a crow on a utility pole with detailed plumage and motion), yet the footage does not clearly depict a crow at all. The visible shapes are ambiguous and do not convincingly resemble a crow, and the described actions (perching, talon grip, wing movement, and flight) are not convincingly realized. The background and atmospheric cues also fail to align with the prompt’s gloomy sky and power-line setting. Overall, the alignment to the requested narrative is effectively non-existent.\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits severe inconsistencies with basic physical realism. The forms shift abruptly without plausible anatomy or motion, and there is no coherent interaction with the environment (no convincing contact with a pole, no realistic wingbeat dynamics, and no consistent scale or perspective). The result is a highly implausible depiction that contradicts common-sense expectations for a crow in a real-world scene.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_7/index_tensor([1597, 1597])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_7/index_tensor([1597, 1597])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8771e6b737f85458ddc59cb5f6c4cef597718b17
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_7/index_tensor([1597, 1597])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 20890,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_7/index_1597_seed_20890_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.21875,
+ "video_score2_ta": 1.046875,
+ "video_score2_mq": 1.1015625,
+ "video_score2_overall": 3.375,
+ "avg": 3.3671875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow-motion close-up, the camera starting at eye level and tilting downward, captures a plump red apple, perched precariously on the edge of a classic wooden desk. Bright, warm sunlight pours in through a large classroom window, illuminating the desk's warm oak grain and the subtle scratches of time, stirring up dust clouds in a golden shaft of light. The apple boasts a vibrant red skin, its smooth, waxy surface reflecting a single, dazzling highlight, topped by a short, dry, brown stem. With a barely perceptible jolt, it begins a slow, inexorable roll, its curves shimmering in the light, before gracefully clearing the desk's sharp, right-angled edge and beginning its brief, silent descent to the floor below. The warm tones of the image create a tranquil, nostalgic atmosphere. Rows of desks are faintly visible in the soft-focus background, creating a momentary aesthetic, as if frozen in 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. 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-motion close-up of a plump red apple on a classic wooden desk, with bright warm sunlight streaming through a large classroom window, highlighting the oak grain and subtle scratches, dust clouds in a golden shaft of light, and the apple's smooth, waxy surface with a single dazzling highlight and a short dry brown stem. The scene should show the apple rolling off the desk edge and descending to the floor, with a tranquil, nostalgic atmosphere and rows of desks faintly visible in the background.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The sequence exhibits extreme blur, heavy compression artifacts, and inconsistent lighting that washes out details. The apple often appears indistinct or distorted, and color fidelity is poor, with washed-out tones and noticeable noise. Transitions between frames are abrupt, contributing to a disjointed viewing experience. Overall, the video fails to deliver coherent visuals and would be rated very low on visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The video does not clearly depict a plump red apple on a wooden desk, nor the described lighting, textures, or background elements. The core action of the apple rolling off the desk and descending to the floor is not convincingly portrayed due to the severe degradation. The result is a near-complete mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nGiven the lack of clear objects and motion cues, there is no reliable basis to assess physical realism or common-sense behavior. The extreme distortion prevents any meaningful evaluation of gravity, object interactions, or spatial relationships, resulting in a failure to demonstrate coherent physical consistency.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.21875,
+ "TA": 1.046875,
+ "MQ": 1.1015625,
+ "Overall": 3.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion close-up of a plump red apple on a classic wooden desk, with bright warm sunlight streaming through a large classroom window, highlighting the oak grain and subtle scratches, dust clouds in a golden shaft of light, and the apple's smooth, waxy surface with a single dazzling highlight and a short dry brown stem. The scene should show the apple rolling off the desk edge and descending to the floor, with a tranquil, nostalgic atmosphere and rows of desks faintly visible in the background.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The sequence exhibits extreme blur, heavy compression artifacts, and inconsistent lighting that washes out details. The apple often appears indistinct or distorted, and color fidelity is poor, with washed-out tones and noticeable noise. Transitions between frames are abrupt, contributing to a disjointed viewing experience. Overall, the video fails to deliver coherent visuals and would be rated very low on visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The video does not clearly depict a plump red apple on a wooden desk, nor the described lighting, textures, or background elements. The core action of the apple rolling off the desk and descending to the floor is not convincingly portrayed due to the severe degradation. The result is a near-complete mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nGiven the lack of clear objects and motion cues, there is no reliable basis to assess physical realism or common-sense behavior. The extreme distortion prevents any meaningful evaluation of gravity, object interactions, or spatial relationships, resulting in a failure to demonstrate coherent physical consistency.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "slow-motion close-up, the camera starting at eye level and tilting downward, captures a plump red apple, perched precariously on the edge of a classic wooden desk. Bright, warm sunlight pours in through a large classroom window, illuminating the desk's warm oak grain and the subtle scratches of time, stirring up dust clouds in a golden shaft of light. The apple boasts a vibrant red skin, its smooth, waxy surface reflecting a single, dazzling highlight, topped by a short, dry, brown stem. With a barely perceptible jolt, it begins a slow, inexorable roll, its curves shimmering in the light, before gracefully clearing the desk's sharp, right-angled edge and beginning its brief, silent descent to the floor below. The warm tones of the image create a tranquil, nostalgic atmosphere. Rows of desks are faintly visible in the soft-focus background, creating a momentary aesthetic, as if frozen in time.",
+ "seed": 20891,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_7/index_1597_seed_20891_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.109375,
+ "video_score2_ta": 1.03125,
+ "video_score2_mq": 1.0625,
+ "video_score2_overall": 3.203125,
+ "avg": 3.203125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion close-up, the camera starting at eye level and tilting downward, captures a plump red apple, perched precariously on the edge of a classic wooden desk. Bright, warm sunlight pours in through a large classroom window, illuminating the desk's warm oak grain and the subtle scratches of time, stirring up dust clouds in a golden shaft of light. The apple boasts a vibrant red skin, its smooth, waxy surface reflecting a single, dazzling highlight, topped by a short, dry, brown stem. With a barely perceptible jolt, it begins a slow, inexorable roll, its curves shimmering in the light, before gracefully clearing the desk's sharp, right-angled edge and beginning its brief, silent descent to the floor below. The warm tones of the image create a tranquil, nostalgic atmosphere. Rows of desks are faintly visible in the soft-focus background, creating a momentary aesthetic, as if frozen in time.",
+ "token_credit_reward": 3.203125,
+ "selected_reward": 3.203125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion close-up with a downward tilt, featuring a plump red apple perched on a wooden desk edge under bright, warm sunlight, with dust clouds and a rolling descent to the floor. In the actual video, these elements are not realized; the apple remains largely static and the key dynamic actions are absent, resulting in a substantial mismatch between description and content.\n\nVisual Quality Analysis:\nAcross the sequence, the frames exhibit severe degradation: extreme blur, heavy compression artifacts, color bleeding, and pronounced pixelation that obscure details. The apple’s form is frequently distorted and unstable, and lighting appears inconsistent and often artificial. Overall, the video presents a very poor visual quality with little recoverable detail or realism.\n\nText-to-Video Alignment Analysis:\nThe video fails to capture most of the prompt’s core elements. There is no convincing downward tilt, no visible dust or light-driven motion, and the apple does not roll or clear the desk edge. The scene lacks the warm, sunlit atmosphere and the described spatial relationships, yielding a strong misalignment with the original description.\n\nPhysical/Common-sense Consistency:\nThe apple’s shape and position drift across frames in ways that defy basic physics, with abrupt distortions and non-physical transitions. The interaction with the desk and any implied gravity or contact is inconsistent, producing a lack of plausible physical behavior throughout the sequence.\n\nOverall assessment:\nAll three dimensions show severe deficiencies, indicating a video that does not meet the intended creative or physical expectations.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "TA": 1.03125,
+ "MQ": 1.0625,
+ "Overall": 3.203125
+ }
+ }
+ ],
+ "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-motion close-up with a downward tilt, featuring a plump red apple perched on a wooden desk edge under bright, warm sunlight, with dust clouds and a rolling descent to the floor. In the actual video, these elements are not realized; the apple remains largely static and the key dynamic actions are absent, resulting in a substantial mismatch between description and content.\n\nVisual Quality Analysis:\nAcross the sequence, the frames exhibit severe degradation: extreme blur, heavy compression artifacts, color bleeding, and pronounced pixelation that obscure details. The apple’s form is frequently distorted and unstable, and lighting appears inconsistent and often artificial. Overall, the video presents a very poor visual quality with little recoverable detail or realism.\n\nText-to-Video Alignment Analysis:\nThe video fails to capture most of the prompt’s core elements. There is no convincing downward tilt, no visible dust or light-driven motion, and the apple does not roll or clear the desk edge. The scene lacks the warm, sunlit atmosphere and the described spatial relationships, yielding a strong misalignment with the original description.\n\nPhysical/Common-sense Consistency:\nThe apple’s shape and position drift across frames in ways that defy basic physics, with abrupt distortions and non-physical transitions. The interaction with the desk and any implied gravity or contact is inconsistent, producing a lack of plausible physical behavior throughout the sequence.\n\nOverall assessment:\nAll three dimensions show severe deficiencies, indicating a video that does not meet the intended creative or physical expectations.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "slow-motion close-up, the camera starting at eye level and tilting downward, captures a plump red apple, perched precariously on the edge of a classic wooden desk. Bright, warm sunlight pours in through a large classroom window, illuminating the desk's warm oak grain and the subtle scratches of time, stirring up dust clouds in a golden shaft of light. The apple boasts a vibrant red skin, its smooth, waxy surface reflecting a single, dazzling highlight, topped by a short, dry, brown stem. With a barely perceptible jolt, it begins a slow, inexorable roll, its curves shimmering in the light, before gracefully clearing the desk's sharp, right-angled edge and beginning its brief, silent descent to the floor below. The warm tones of the image create a tranquil, nostalgic atmosphere. Rows of desks are faintly visible in the soft-focus background, creating a momentary aesthetic, as if frozen in time.",
+ "seed": 20892,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_7/index_1597_seed_20892_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.34375,
+ "video_score2_ta": 1.0703125,
+ "video_score2_mq": 1.125,
+ "video_score2_overall": 3.53125,
+ "avg": 3.5390625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion close-up, the camera starting at eye level and tilting downward, captures a plump red apple, perched precariously on the edge of a classic wooden desk. Bright, warm sunlight pours in through a large classroom window, illuminating the desk's warm oak grain and the subtle scratches of time, stirring up dust clouds in a golden shaft of light. The apple boasts a vibrant red skin, its smooth, waxy surface reflecting a single, dazzling highlight, topped by a short, dry, brown stem. With a barely perceptible jolt, it begins a slow, inexorable roll, its curves shimmering in the light, before gracefully clearing the desk's sharp, right-angled edge and beginning its brief, silent descent to the floor below. The warm tones of the image create a tranquil, nostalgic atmosphere. Rows of desks are faintly visible in the soft-focus background, creating a momentary aesthetic, as if frozen in time.",
+ "token_credit_reward": 3.53125,
+ "selected_reward": 3.53125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion close-up with a downward tilt, featuring a plump red apple perched on a wooden desk, bright warm sunlight streaming through a large classroom window, and a sequence where the apple rolls off the desk and descends to the floor. In the actual video, these elements are not realized; the footage remains largely static and fails to convey the described motion or setting.\n\nVisual Quality Analysis:\nOverall, the video exhibits severe visual quality issues that undermine clarity and realism. The frames show pronounced blur, heavy compression artifacts, and inconsistent color rendering. There is little to no smooth camera movement, and the scene lacks sharp detail and stable lighting. Transitions between frames are abrupt rather than fluid, contributing to a poor viewing experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. Key aspects such as the downward tilt, the apple’s precarious position on the desk, the warm sunlit atmosphere, and the dynamic rolling action are not realized. The result is a largely static, low-fidelity depiction that does not capture the intended narrative or mood.\n\nPhysical/Common-sense Consistency:\nThere is some basic plausibility (an apple resting on a desk), but the absence of motion and interaction makes the scene inconsistent with common-sense expectations. The lack of realistic lighting, texture, and dynamics reduces overall coherence, though there are no explicit physical impossibilities beyond the missing action.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "TA": 1.0703125,
+ "MQ": 1.125,
+ "Overall": 3.53125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion close-up with a downward tilt, featuring a plump red apple perched on a wooden desk, bright warm sunlight streaming through a large classroom window, and a sequence where the apple rolls off the desk and descends to the floor. In the actual video, these elements are not realized; the footage remains largely static and fails to convey the described motion or setting.\n\nVisual Quality Analysis:\nOverall, the video exhibits severe visual quality issues that undermine clarity and realism. The frames show pronounced blur, heavy compression artifacts, and inconsistent color rendering. There is little to no smooth camera movement, and the scene lacks sharp detail and stable lighting. Transitions between frames are abrupt rather than fluid, contributing to a poor viewing experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. Key aspects such as the downward tilt, the apple’s precarious position on the desk, the warm sunlit atmosphere, and the dynamic rolling action are not realized. The result is a largely static, low-fidelity depiction that does not capture the intended narrative or mood.\n\nPhysical/Common-sense Consistency:\nThere is some basic plausibility (an apple resting on a desk), but the absence of motion and interaction makes the scene inconsistent with common-sense expectations. The lack of realistic lighting, texture, and dynamics reduces overall coherence, though there are no explicit physical impossibilities beyond the missing action.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "slow-motion close-up, the camera starting at eye level and tilting downward, captures a plump red apple, perched precariously on the edge of a classic wooden desk. Bright, warm sunlight pours in through a large classroom window, illuminating the desk's warm oak grain and the subtle scratches of time, stirring up dust clouds in a golden shaft of light. The apple boasts a vibrant red skin, its smooth, waxy surface reflecting a single, dazzling highlight, topped by a short, dry, brown stem. With a barely perceptible jolt, it begins a slow, inexorable roll, its curves shimmering in the light, before gracefully clearing the desk's sharp, right-angled edge and beginning its brief, silent descent to the floor below. The warm tones of the image create a tranquil, nostalgic atmosphere. Rows of desks are faintly visible in the soft-focus background, creating a momentary aesthetic, as if frozen in time.",
+ "seed": 20893,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_7/index_1597_seed_20893_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
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+ "video_score2_vq": 1.140625,
+ "video_score2_ta": 1.046875,
+ "video_score2_mq": 1.09375,
+ "video_score2_overall": 3.28125,
+ "avg": 3.28125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion close-up, the camera starting at eye level and tilting downward, captures a plump red apple, perched precariously on the edge of a classic wooden desk. Bright, warm sunlight pours in through a large classroom window, illuminating the desk's warm oak grain and the subtle scratches of time, stirring up dust clouds in a golden shaft of light. The apple boasts a vibrant red skin, its smooth, waxy surface reflecting a single, dazzling highlight, topped by a short, dry, brown stem. With a barely perceptible jolt, it begins a slow, inexorable roll, its curves shimmering in the light, before gracefully clearing the desk's sharp, right-angled edge and beginning its brief, silent descent to the floor below. The warm tones of the image create a tranquil, nostalgic atmosphere. Rows of desks are faintly visible in the soft-focus background, creating a momentary aesthetic, as if frozen in time.",
+ "token_credit_reward": 3.28125,
+ "selected_reward": 3.28125,
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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 slow-motion close-up of a plump red apple on a classic wooden desk, with bright warm sunlight streaming through a large classroom window, highlighting the oak grain and subtle scratches, dust clouds in a golden shaft of light, and a sequence where the apple rolls off the desk and descends to the floor, with a sense of timeless stillness and rows of desks faintly visible in the background.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits extreme pixelation, heavy compression artifacts, and pervasive blur that obscure details. Color fidelity is inconsistent, with washed-out tones and noticeable banding. Transitions between frames are abrupt, contributing to a choppy viewing experience. Overall, the video presents a very low-quality visual experience that fails to convey clear imagery or texture.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a plump red apple on a wooden desk, nor the described lighting, dust dynamics, or the rolling descent to the floor. The scene lacks the expected atmospheric cues (rows of desks, soft-focus background, warm golden light), and the core elements of the prompt are not represented. The result is a near-complete mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe sequence does not exhibit plausible physical behavior. The apple’s motion, gravity cues, and environmental interactions are not convincingly portrayed; there is no coherent depiction of rolling, dust displacement, or contact with the floor. The overall scene fails to demonstrate basic physical realism or common-sense consistency.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.140625,
+ "TA": 1.046875,
+ "MQ": 1.09375,
+ "Overall": 3.28125
+ }
+ }
+ ],
+ "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 slow-motion close-up of a plump red apple on a classic wooden desk, with bright warm sunlight streaming through a large classroom window, highlighting the oak grain and subtle scratches, dust clouds in a golden shaft of light, and a sequence where the apple rolls off the desk and descends to the floor, with a sense of timeless stillness and rows of desks faintly visible in the background.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits extreme pixelation, heavy compression artifacts, and pervasive blur that obscure details. Color fidelity is inconsistent, with washed-out tones and noticeable banding. Transitions between frames are abrupt, contributing to a choppy viewing experience. Overall, the video presents a very low-quality visual experience that fails to convey clear imagery or texture.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a plump red apple on a wooden desk, nor the described lighting, dust dynamics, or the rolling descent to the floor. The scene lacks the expected atmospheric cues (rows of desks, soft-focus background, warm golden light), and the core elements of the prompt are not represented. The result is a near-complete mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe sequence does not exhibit plausible physical behavior. The apple’s motion, gravity cues, and environmental interactions are not convincingly portrayed; there is no coherent depiction of rolling, dust displacement, or contact with the floor. The overall scene fails to demonstrate basic physical realism or common-sense consistency.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_8/index_tensor([5039, 5039])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_8/index_tensor([5039, 5039])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2470415bc417bbb49660faa8e5f09482e3e53400
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_8/index_tensor([5039, 5039])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "wide-angle drone shot, panning slowly to the left, captures a bottomless chasm between two steep, rock-crusted gray peaks. A taut steel cable, like a thin silver thread, stretches across the void, gleaming faintly in the harsh light of the sky. Atop this cable, a muscular acrobat in a tight black tracksuit, rides a minimalist, ultra-lightweight climbing bike. Its frame is made of matte carbon fiber, devoid of any frills or gears. His face is a look of intense concentration, his brow furrowed, his lips pursed. His body constantly makes subtle, almost imperceptible adjustments, his arms slightly outstretched for balance. He pedals carefully, steadily, and deliberately, the bike's thin tires pressing precisely against the narrow cable. Every inch of progress is filled with a breathtaking tension. The entire picture adopts a high-contrast, low-saturation black and white color scheme, which infinitely magnifies the rough texture of the mountains and the pale emptiness of the sky. The thin clouds floating below further highlight the dizzying height, creating an extreme, lonely and powerful tranquil atmosphere.",
+ "seed": 2614,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_8/index_5039_seed_2614_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.5859375,
+ "video_score2_ta": 1.046875,
+ "video_score2_mq": 1.2578125,
+ "video_score2_overall": 3.875,
+ "avg": 3.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide-angle drone shot, panning slowly to the left, captures a bottomless chasm between two steep, rock-crusted gray peaks. A taut steel cable, like a thin silver thread, stretches across the void, gleaming faintly in the harsh light of the sky. Atop this cable, a muscular acrobat in a tight black tracksuit, rides a minimalist, ultra-lightweight climbing bike. Its frame is made of matte carbon fiber, devoid of any frills or gears. His face is a look of intense concentration, his brow furrowed, his lips pursed. His body constantly makes subtle, almost imperceptible adjustments, his arms slightly outstretched for balance. He pedals carefully, steadily, and deliberately, the bike's thin tires pressing precisely against the narrow cable. Every inch of progress is filled with a breathtaking tension. The entire picture adopts a high-contrast, low-saturation black and white color scheme, which infinitely magnifies the rough texture of the mountains and the pale emptiness of the sky. The thin clouds floating below further highlight the dizzying height, creating an extreme, lonely and powerful tranquil atmosphere.",
+ "token_credit_reward": 3.875,
+ "selected_reward": 3.875,
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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\nFirst, let me understand what the text prompt is asking for:\n- Wide-angle drone shot\n- Panning slowly to the left\n- Captures a bottomless chasm between two steep, rock-crusted gray peaks\n- A taut steel cable stretching across the void, gleaming faintly in harsh sky light\n- An acrobat in tight black tracksuit riding a minimalist, ultra-lightweight climbing bike\n- The bike has matte carbon fiber frame, devoid of frills or gears\n- Face shows intense concentration, brow furrowed, lips pursed\n- Body making subtle adjustments, arms slightly outstretched for balance\n- Pedaling carefully, steadily, and deliberately\n- Thin tires pressing against narrow cable\n- High-contrast, low-saturation black and white color scheme\n- Rough mountain textures and pale emptiness of sky\n- Thin clouds floating below highlighting height\n- Extreme, lonely and powerful tranquil atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy noise and compression artifacts, with pronounced pixelation and blockiness that obscure details. The scene is dominated by a dark silhouette against a bright background, but fine features are largely indiscernible due to blur and inconsistent lighting. The result is a consistently low-fidelity presentation with limited clarity and perceptual sharpness.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The requested wide-angle drone shot, the acrobat on a cable bike, and the detailed environmental cues (rocky peaks, cable, and dynamic pedaling) are not realized. Instead, the footage centers on a generic silhouette with no clear motion or interaction, and the scene lacks the specified contrast, texture, and atmospheric depth. Overall, the alignment to the prompt is poor.\n\nPhysical/Common-sense Consistency:\nFrom a basic physical standpoint, the scene does not present obvious violations of gravity or spatial relations; the silhouette maintains plausible proportions within the frame. However, due to the lack of visible action and contextual cues, the depiction offers only minimal common-sense coherence. The result is a modest level of physical plausibility without convincing narrative or mechanical detail.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.5859375,
+ "TA": 1.046875,
+ "MQ": 1.2578125,
+ "Overall": 3.875
+ }
+ }
+ ],
+ "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\nFirst, let me understand what the text prompt is asking for:\n- Wide-angle drone shot\n- Panning slowly to the left\n- Captures a bottomless chasm between two steep, rock-crusted gray peaks\n- A taut steel cable stretching across the void, gleaming faintly in harsh sky light\n- An acrobat in tight black tracksuit riding a minimalist, ultra-lightweight climbing bike\n- The bike has matte carbon fiber frame, devoid of frills or gears\n- Face shows intense concentration, brow furrowed, lips pursed\n- Body making subtle adjustments, arms slightly outstretched for balance\n- Pedaling carefully, steadily, and deliberately\n- Thin tires pressing against narrow cable\n- High-contrast, low-saturation black and white color scheme\n- Rough mountain textures and pale emptiness of sky\n- Thin clouds floating below highlighting height\n- Extreme, lonely and powerful tranquil atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy noise and compression artifacts, with pronounced pixelation and blockiness that obscure details. The scene is dominated by a dark silhouette against a bright background, but fine features are largely indiscernible due to blur and inconsistent lighting. The result is a consistently low-fidelity presentation with limited clarity and perceptual sharpness.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. The requested wide-angle drone shot, the acrobat on a cable bike, and the detailed environmental cues (rocky peaks, cable, and dynamic pedaling) are not realized. Instead, the footage centers on a generic silhouette with no clear motion or interaction, and the scene lacks the specified contrast, texture, and atmospheric depth. Overall, the alignment to the prompt is poor.\n\nPhysical/Common-sense Consistency:\nFrom a basic physical standpoint, the scene does not present obvious violations of gravity or spatial relations; the silhouette maintains plausible proportions within the frame. However, due to the lack of visible action and contextual cues, the depiction offers only minimal common-sense coherence. The result is a modest level of physical plausibility without convincing narrative or mechanical detail.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "wide-angle drone shot, panning slowly to the left, captures a bottomless chasm between two steep, rock-crusted gray peaks. A taut steel cable, like a thin silver thread, stretches across the void, gleaming faintly in the harsh light of the sky. Atop this cable, a muscular acrobat in a tight black tracksuit, rides a minimalist, ultra-lightweight climbing bike. Its frame is made of matte carbon fiber, devoid of any frills or gears. His face is a look of intense concentration, his brow furrowed, his lips pursed. His body constantly makes subtle, almost imperceptible adjustments, his arms slightly outstretched for balance. He pedals carefully, steadily, and deliberately, the bike's thin tires pressing precisely against the narrow cable. Every inch of progress is filled with a breathtaking tension. The entire picture adopts a high-contrast, low-saturation black and white color scheme, which infinitely magnifies the rough texture of the mountains and the pale emptiness of the sky. The thin clouds floating below further highlight the dizzying height, creating an extreme, lonely and powerful tranquil atmosphere.",
+ "seed": 2615,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_8/index_5039_seed_2615_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.3359375,
+ "video_score2_ta": 1.0390625,
+ "video_score2_mq": 1.28125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Wide-angle drone shot\n- Panning slowly to the left\n- Captures a bottomless chasm between two steep, rock-crusted gray peaks\n- A taut steel cable, like a thin silver thread, stretching across the void\n- Gleaming faintly in harsh light of the sky\n- Atop this cable, a muscular acrobat in tight black tracksuit\n- Riding a minimalist, ultra-lightweight climbing bike\n- Frame made of matte carbon fiber, devoid of frills or gears\n- Face shows intense concentration, brow furrowed, lips pursed\n- Body making subtle adjustments, arms slightly outstretched for balance\n- Pedaling carefully, steadily, and deliberately\n- Bike's thin tires pressing against narrow cable\n- Every inch of progress filled with breathtaking tension\n- High-contrast, low-saturation black and white color scheme\n- Magnifies rough texture of mountains and pale emptiness of sky\n- Thin clouds floating below highlighting the height\n- Extreme, lonely and powerful tranquil atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and very low resolution, with details largely indistinguishable. The scene is dominated by dark silhouettes and vague shapes, and the contrast is inconsistent, yielding a muddy presentation rather than a crisp, high-contrast look. The result is a video that feels visually unreliable and fails to convey clear content.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The requested elements—wide-angle drone perspective, a bottomless chasm between two steep rock-crusted gray peaks, a taut steel cable, a muscular acrobat on a minimalist bike, and a high-contrast black-and-white palette—are not realized. The footage instead presents ambiguous silhouettes and abstract geometry, with no discernible cable, no identifiable rider, and no convincing depiction of the described scene. The overall alignment score is effectively 1.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical logic. The motion and interactions do not follow plausible dynamics; there is no consistent gravity, support, or interaction with the cable or terrain. The result is a scene that defies basic physical expectations and common-sense constraints, indicating a near-complete breakdown in physical realism.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1.28125,
+ "Overall": 3.65625
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Wide-angle drone shot\n- Panning slowly to the left\n- Captures a bottomless chasm between two steep, rock-crusted gray peaks\n- A taut steel cable, like a thin silver thread, stretching across the void\n- Gleaming faintly in harsh light of the sky\n- Atop this cable, a muscular acrobat in tight black tracksuit\n- Riding a minimalist, ultra-lightweight climbing bike\n- Frame made of matte carbon fiber, devoid of frills or gears\n- Face shows intense concentration, brow furrowed, lips pursed\n- Body making subtle adjustments, arms slightly outstretched for balance\n- Pedaling carefully, steadily, and deliberately\n- Bike's thin tires pressing against narrow cable\n- Every inch of progress filled with breathtaking tension\n- High-contrast, low-saturation black and white color scheme\n- Magnifies rough texture of mountains and pale emptiness of sky\n- Thin clouds floating below highlighting the height\n- Extreme, lonely and powerful tranquil atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and very low resolution, with details largely indistinguishable. The scene is dominated by dark silhouettes and vague shapes, and the contrast is inconsistent, yielding a muddy presentation rather than a crisp, high-contrast look. The result is a video that feels visually unreliable and fails to convey clear content.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The requested elements—wide-angle drone perspective, a bottomless chasm between two steep rock-crusted gray peaks, a taut steel cable, a muscular acrobat on a minimalist bike, and a high-contrast black-and-white palette—are not realized. The footage instead presents ambiguous silhouettes and abstract geometry, with no discernible cable, no identifiable rider, and no convincing depiction of the described scene. The overall alignment score is effectively 1.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical logic. The motion and interactions do not follow plausible dynamics; there is no consistent gravity, support, or interaction with the cable or terrain. The result is a scene that defies basic physical expectations and common-sense constraints, indicating a near-complete breakdown in physical realism.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 2616,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_8/index_5039_seed_2616_dp_17_rank_34_sample_2_slot_0.mp4",
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+ "question": "wide-angle drone shot, panning slowly to the left, captures a bottomless chasm between two steep, rock-crusted gray peaks. A taut steel cable, like a thin silver thread, stretches across the void, gleaming faintly in the harsh light of the sky. Atop this cable, a muscular acrobat in a tight black tracksuit, rides a minimalist, ultra-lightweight climbing bike. Its frame is made of matte carbon fiber, devoid of any frills or gears. His face is a look of intense concentration, his brow furrowed, his lips pursed. His body constantly makes subtle, almost imperceptible adjustments, his arms slightly outstretched for balance. He pedals carefully, steadily, and deliberately, the bike's thin tires pressing precisely against the narrow cable. Every inch of progress is filled with a breathtaking tension. The entire picture adopts a high-contrast, low-saturation black and white color scheme, which infinitely magnifies the rough texture of the mountains and the pale emptiness of the sky. The thin clouds floating below further highlight the dizzying height, creating an extreme, lonely and powerful tranquil atmosphere.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Wide-angle drone shot\n- Panning slowly to the left\n- Captures a bottomless chasm between two steep, rock-crusted gray peaks\n- A taut steel cable stretching across the void, gleaming faintly in harsh sky light\n- An acrobat in tight black tracksuit riding a minimalist, ultra-lightweight climbing bike\n- The bike has matte carbon fiber frame, no frills or gears\n- Face shows intense concentration, brow furrowed, lips pursed\n- Body making subtle adjustments, arms slightly outstretched for balance\n- Pedaling carefully, steadily, and deliberately\n- Thin tires pressing against narrow cable\n- Every inch of progress filled with breathtaking tension\n- High-contrast, low-saturation black and white color scheme\n- Rough texture of mountains and pale emptiness of sky\n- Thin clouds floating below highlighting the height\n- Extreme, lonely and powerful tranquil atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. The imagery is dominated by blocky, low-resolution textures with little fine detail, and color information is largely lost due to desaturation and banding. The result is a consistently unclear presentation where key elements (the acrobat, the bike, the cable) are barely discernible. This level of degradation persists across frames, yielding a very poor viewing experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The requested elements—an acrobat on a cable-driven bike, a wide-angle drone perspective, a dramatic chasm, and a high-contrast monochrome palette—are not realized in the footage. Instead, the scene appears as a generic silhouette with insufficient detail to confirm the described components, and the overall composition fails to capture the intended narrative or visual cues.\n\nPhysical/Common-sense Consistency:\nThere is minimal plausible structure. The sequence offers only vague hints of a figure on a cable-like element, but the extreme degradation prevents reliable assessment of motion, balance, or interaction with the environment. No clear physical dynamics or common-sense cues can be established, resulting in essentially no demonstrable consistency with real-world expectations.\n\nOverall, the video demonstrates severe deficiencies across all three dimensions, with no credible alignment to the prompt and only marginal, non-informative hints of physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1.0859375,
+ "Overall": 3.375
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Wide-angle drone shot\n- Panning slowly to the left\n- Captures a bottomless chasm between two steep, rock-crusted gray peaks\n- A taut steel cable stretching across the void, gleaming faintly in harsh sky light\n- An acrobat in tight black tracksuit riding a minimalist, ultra-lightweight climbing bike\n- The bike has matte carbon fiber frame, no frills or gears\n- Face shows intense concentration, brow furrowed, lips pursed\n- Body making subtle adjustments, arms slightly outstretched for balance\n- Pedaling carefully, steadily, and deliberately\n- Thin tires pressing against narrow cable\n- Every inch of progress filled with breathtaking tension\n- High-contrast, low-saturation black and white color scheme\n- Rough texture of mountains and pale emptiness of sky\n- Thin clouds floating below highlighting the height\n- Extreme, lonely and powerful tranquil atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. The imagery is dominated by blocky, low-resolution textures with little fine detail, and color information is largely lost due to desaturation and banding. The result is a consistently unclear presentation where key elements (the acrobat, the bike, the cable) are barely discernible. This level of degradation persists across frames, yielding a very poor viewing experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The requested elements—an acrobat on a cable-driven bike, a wide-angle drone perspective, a dramatic chasm, and a high-contrast monochrome palette—are not realized in the footage. Instead, the scene appears as a generic silhouette with insufficient detail to confirm the described components, and the overall composition fails to capture the intended narrative or visual cues.\n\nPhysical/Common-sense Consistency:\nThere is minimal plausible structure. The sequence offers only vague hints of a figure on a cable-like element, but the extreme degradation prevents reliable assessment of motion, balance, or interaction with the environment. No clear physical dynamics or common-sense cues can be established, resulting in essentially no demonstrable consistency with real-world expectations.\n\nOverall, the video demonstrates severe deficiencies across all three dimensions, with no credible alignment to the prompt and only marginal, non-informative hints of physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 2617,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_8/index_5039_seed_2617_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 3.234375,
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+ "question": "wide-angle drone shot, panning slowly to the left, captures a bottomless chasm between two steep, rock-crusted gray peaks. A taut steel cable, like a thin silver thread, stretches across the void, gleaming faintly in the harsh light of the sky. Atop this cable, a muscular acrobat in a tight black tracksuit, rides a minimalist, ultra-lightweight climbing bike. Its frame is made of matte carbon fiber, devoid of any frills or gears. His face is a look of intense concentration, his brow furrowed, his lips pursed. His body constantly makes subtle, almost imperceptible adjustments, his arms slightly outstretched for balance. He pedals carefully, steadily, and deliberately, the bike's thin tires pressing precisely against the narrow cable. Every inch of progress is filled with a breathtaking tension. The entire picture adopts a high-contrast, low-saturation black and white color scheme, which infinitely magnifies the rough texture of the mountains and the pale emptiness of the sky. The thin clouds floating below further highlight the dizzying height, creating an extreme, lonely and powerful tranquil atmosphere.",
+ "token_credit_reward": 3.234375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Wide-angle drone shot\n- Panning slowly to the left\n- Captures a bottomless chasm between two steep, rock-crusted gray peaks\n- A taut steel cable, like a thin silver thread, stretching across the void\n- Gleaming faintly in harsh light of the sky\n- Atop this cable, a muscular acrobat in tight black tracksuit\n- Riding a minimalist, ultra-lightweight climbing bike\n- Frame made of matte carbon fiber, devoid of frills or gears\n- Face shows intense concentration, brow furrowed, lips pursed\n- Body making subtle adjustments, arms slightly outstretched for balance\n- Pedaling carefully, steadily, and deliberately\n- Thin tires pressing against narrow cable\n- Every inch of progress filled with breathtaking tension\n- High-contrast, low-saturation black and white color scheme\n- Magnifies rough texture of mountains and pale emptiness of sky\n- Thin clouds floating below highlighting the height\n- Extreme, lonely and powerful tranquil atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive noise that obscure details. The imagery is consistently dark with limited dynamic range, and the contrast is not the intended high-contrast monochrome but rather a muddy, desaturated look. Textures appear blocky and edges are soft or smeared, with occasional color bleeding and banding. The result is a sequence that feels visually unstable and largely unreadable, making it impossible to discern the intended scene or actions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict a wide-angle drone shot, nor a pan to the left, nor a bottomless chasm between two steep, rock-crusted gray peaks. The prominent feature described as a taut steel cable spanning a void is not visible, and there is no discernible acrobat or climbing bike. The color scheme is not the specified high-contrast black-and-white, and the overall composition fails to convey the requested dramatic tension. In short, the video does not realize the core elements of the prompt.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, assessing physical plausibility is not feasible. The frames lack reliable cues about scale, motion, lighting, or interaction with the environment, so any claim about physical consistency would be guesswork. The result is effectively inconsistent with common-sense expectations derived from the prompt.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.15625,
+ "TA": 1.015625,
+ "MQ": 1.0625,
+ "Overall": 3.234375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Wide-angle drone shot\n- Panning slowly to the left\n- Captures a bottomless chasm between two steep, rock-crusted gray peaks\n- A taut steel cable, like a thin silver thread, stretching across the void\n- Gleaming faintly in harsh light of the sky\n- Atop this cable, a muscular acrobat in tight black tracksuit\n- Riding a minimalist, ultra-lightweight climbing bike\n- Frame made of matte carbon fiber, devoid of frills or gears\n- Face shows intense concentration, brow furrowed, lips pursed\n- Body making subtle adjustments, arms slightly outstretched for balance\n- Pedaling carefully, steadily, and deliberately\n- Thin tires pressing against narrow cable\n- Every inch of progress filled with breathtaking tension\n- High-contrast, low-saturation black and white color scheme\n- Magnifies rough texture of mountains and pale emptiness of sky\n- Thin clouds floating below highlighting the height\n- Extreme, lonely and powerful tranquil atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive noise that obscure details. The imagery is consistently dark with limited dynamic range, and the contrast is not the intended high-contrast monochrome but rather a muddy, desaturated look. Textures appear blocky and edges are soft or smeared, with occasional color bleeding and banding. The result is a sequence that feels visually unstable and largely unreadable, making it impossible to discern the intended scene or actions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not clearly depict a wide-angle drone shot, nor a pan to the left, nor a bottomless chasm between two steep, rock-crusted gray peaks. The prominent feature described as a taut steel cable spanning a void is not visible, and there is no discernible acrobat or climbing bike. The color scheme is not the specified high-contrast black-and-white, and the overall composition fails to convey the requested dramatic tension. In short, the video does not realize the core elements of the prompt.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, assessing physical plausibility is not feasible. The frames lack reliable cues about scale, motion, lighting, or interaction with the environment, so any claim about physical consistency would be guesswork. The result is effectively inconsistent with common-sense expectations derived from the prompt.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_9/index_tensor([8240, 8240])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_9/index_tensor([8240, 8240])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bd0131285bd7a909bab5d9fca3060ec96d90135
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_9/index_tensor([8240, 8240])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 26474,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_9/index_8240_seed_26474_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": 1.203125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0390625,
+ "video_score2_overall": 3.25,
+ "avg": 3.25,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping aerial shot, captured from a slightly upward angle, smoothly follows a massive cyan dragon as it soars through a boundless, turbulent sea of clouds. Thick cumulonimbus clouds intertwine with wispy cirrus clouds, swirling violently under the dragon's turbulence, creating vast vortices and turbulent currents. Rays of golden rays penetrate the gaps between the clouds, casting magnificent pillars of light. The dragon's slender, sinuous body emanates a deep, vibrant cyan. Each scale, like meticulously crafted jade, gleams with an ever-changing iridescence in the sunlight, its edges tinged with a faint golden halo. Powerful muscular lines are faintly visible beneath the scales. Atop its majestic head, a pair of eyes blazing with golden flames offer insight. Its long whiskers and white mane, stretching from its crown to its back, flow backwards at high speed. With grace and power, it sometimes calmly slants into the depths of dense cloud, leaving only a faint outline, and sometimes suddenly bursts through the sky, scattering vast clouds into ethereal mist. Its smooth and continuous movements resemble a dance in the sky. The contrast between the cool cyan and the warm gold creates an epic atmosphere of grandeur, sacredness, and ancient mystery.",
+ "token_credit_reward": 3.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a sweeping aerial shot of a massive cyan dragon soaring through turbulent clouds, with golden rays, intricate scales, and dynamic movement. The intended scene is highly detailed and cinematic, featuring a grand, mythic atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The imagery is extremely pixelated and blocky, with heavy compression artifacts that obscure details. The cyan color cast dominates and appears oversaturated, while overall sharpness and texture are minimal. The result is a consistently low-fidelity presentation that fails to convey the intended visual richness.\n\nText-to-Video Alignment Assessment:\nThere is a pronounced mismatch between the prompt and the actual video content. The frames do not depict a dragon or any of the described features (scales, eyes, mane, motion). Instead, they show abstract, grid-like patterns with no discernible subject or action. This represents a fundamental failure to align with the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nThe abstract visuals lack any coherent physical structure or plausible motion. There are no recognizable objects or interactions to evaluate against real-world physics, and the content does not demonstrate consistent behavior or causality. Overall, there is no meaningful physical consistency to assess beyond noting the absence of any plausible dynamics.\n\nScoring Rationale:\nGiven the severe degradation and misalignment, all three dimensions receive the lowest possible score. Visual quality is effectively unusable due to extreme pixelation and artifacts; text-to-video alignment is completely off; and physical/common-sense consistency cannot be meaningfully evaluated due to the lack of recognizable content.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "TA": 1.0078125,
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+ "Overall": 3.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a sweeping aerial shot of a massive cyan dragon soaring through turbulent clouds, with golden rays, intricate scales, and dynamic movement. The intended scene is highly detailed and cinematic, featuring a grand, mythic atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visual quality is severely degraded. The imagery is extremely pixelated and blocky, with heavy compression artifacts that obscure details. The cyan color cast dominates and appears oversaturated, while overall sharpness and texture are minimal. The result is a consistently low-fidelity presentation that fails to convey the intended visual richness.\n\nText-to-Video Alignment Assessment:\nThere is a pronounced mismatch between the prompt and the actual video content. The frames do not depict a dragon or any of the described features (scales, eyes, mane, motion). Instead, they show abstract, grid-like patterns with no discernible subject or action. This represents a fundamental failure to align with the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nThe abstract visuals lack any coherent physical structure or plausible motion. There are no recognizable objects or interactions to evaluate against real-world physics, and the content does not demonstrate consistent behavior or causality. Overall, there is no meaningful physical consistency to assess beyond noting the absence of any plausible dynamics.\n\nScoring Rationale:\nGiven the severe degradation and misalignment, all three dimensions receive the lowest possible score. Visual quality is effectively unusable due to extreme pixelation and artifacts; text-to-video alignment is completely off; and physical/common-sense consistency cannot be meaningfully evaluated due to the lack of recognizable content.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 26475,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_9/index_8240_seed_26475_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "question": "sweeping aerial shot, captured from a slightly upward angle, smoothly follows a massive cyan dragon as it soars through a boundless, turbulent sea of clouds. Thick cumulonimbus clouds intertwine with wispy cirrus clouds, swirling violently under the dragon's turbulence, creating vast vortices and turbulent currents. Rays of golden rays penetrate the gaps between the clouds, casting magnificent pillars of light. The dragon's slender, sinuous body emanates a deep, vibrant cyan. Each scale, like meticulously crafted jade, gleams with an ever-changing iridescence in the sunlight, its edges tinged with a faint golden halo. Powerful muscular lines are faintly visible beneath the scales. Atop its majestic head, a pair of eyes blazing with golden flames offer insight. Its long whiskers and white mane, stretching from its crown to its back, flow backwards at high speed. With grace and power, it sometimes calmly slants into the depths of dense cloud, leaving only a faint outline, and sometimes suddenly bursts through the sky, scattering vast clouds into ethereal mist. Its smooth and continuous movements resemble a dance in the sky. The contrast between the cool cyan and the warm gold creates an epic atmosphere of grandeur, sacredness, and ancient mystery.",
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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 sweeping aerial shot of a massive cyan dragon soaring through turbulent clouds, with golden rays, intricate scales, and a mythic atmosphere. The video does not realize these elements; the content is dominated by abstract blue patterns with no discernible dragon or coherent scene structure. Overall alignment to the prompt is effectively absent.\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation: heavy pixelation, blur, color banding, and artifacts that obscure details. The imagery is largely unintelligible, with unstable composition and low fidelity across frames. This results in a very poor overall visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no correspondence between the prompt and what is depicted. The dragon, aerial perspective, lighting effects, and atmospheric cues are not observable; the content fails to reflect the described scene. Alignment is effectively non-existent (score 1).\n\nPhysical/Common-sense Consistency:\nDue to the severe abstraction, there is no basis to assess plausible physics or common-sense behavior. The visuals do not convey any coherent physical dynamics, resulting in a minimal score (1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ "MQ": 1.03125,
+ "Overall": 3.265625
+ }
+ }
+ ],
+ "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 sweeping aerial shot of a massive cyan dragon soaring through turbulent clouds, with golden rays, intricate scales, and a mythic atmosphere. The video does not realize these elements; the content is dominated by abstract blue patterns with no discernible dragon or coherent scene structure. Overall alignment to the prompt is effectively absent.\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation: heavy pixelation, blur, color banding, and artifacts that obscure details. The imagery is largely unintelligible, with unstable composition and low fidelity across frames. This results in a very poor overall visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no correspondence between the prompt and what is depicted. The dragon, aerial perspective, lighting effects, and atmospheric cues are not observable; the content fails to reflect the described scene. Alignment is effectively non-existent (score 1).\n\nPhysical/Common-sense Consistency:\nDue to the severe abstraction, there is no basis to assess plausible physics or common-sense behavior. The visuals do not convey any coherent physical dynamics, resulting in a minimal score (1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 26476,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_9/index_8240_seed_26476_dp_19_rank_38_sample_2_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a sweeping aerial shot of a massive cyan dragon soaring through turbulent clouds, with golden rays, intricate scales, and a mythic atmosphere. The video does not realize these specifics; the imagery is dominated by abstract, glitchy visuals rather than a coherent dragon-in-clouds narrative. Overall alignment to the prompt is severely lacking.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals are consistently low in clarity due to heavy digital artifacts, noise, and color distortions. The imagery is fragmented and lacks sharp detail or polish, making it difficult to discern meaningful content. This results in a very poor overall visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is no clear correspondence to the described scene. The footage does not present a dragon, a coherent aerial composition, or the atmospheric elements (golden rays, scales, cloud dynamics) specified in the prompt. The result is a near-complete misalignment with the intended narrative (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the abstract, glitched visuals, there is no plausible physical behavior or common-sense interpretation that would map to the described dragon-in-clouds scenario. The content fails to convey any coherent physical or logical progression consistent with the prompt (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.03125,
+ "MQ": 1.1015625,
+ "Overall": 3.40625
+ }
+ }
+ ],
+ "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 sweeping aerial shot of a massive cyan dragon soaring through turbulent clouds, with golden rays, intricate scales, and a mythic atmosphere. The video does not realize these specifics; the imagery is dominated by abstract, glitchy visuals rather than a coherent dragon-in-clouds narrative. Overall alignment to the prompt is severely lacking.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals are consistently low in clarity due to heavy digital artifacts, noise, and color distortions. The imagery is fragmented and lacks sharp detail or polish, making it difficult to discern meaningful content. This results in a very poor overall visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is no clear correspondence to the described scene. The footage does not present a dragon, a coherent aerial composition, or the atmospheric elements (golden rays, scales, cloud dynamics) specified in the prompt. The result is a near-complete misalignment with the intended narrative (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the abstract, glitched visuals, there is no plausible physical behavior or common-sense interpretation that would map to the described dragon-in-clouds scenario. The content fails to convey any coherent physical or logical progression consistent with the prompt (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "sweeping aerial shot, captured from a slightly upward angle, smoothly follows a massive cyan dragon as it soars through a boundless, turbulent sea of clouds. Thick cumulonimbus clouds intertwine with wispy cirrus clouds, swirling violently under the dragon's turbulence, creating vast vortices and turbulent currents. Rays of golden rays penetrate the gaps between the clouds, casting magnificent pillars of light. The dragon's slender, sinuous body emanates a deep, vibrant cyan. Each scale, like meticulously crafted jade, gleams with an ever-changing iridescence in the sunlight, its edges tinged with a faint golden halo. Powerful muscular lines are faintly visible beneath the scales. Atop its majestic head, a pair of eyes blazing with golden flames offer insight. Its long whiskers and white mane, stretching from its crown to its back, flow backwards at high speed. With grace and power, it sometimes calmly slants into the depths of dense cloud, leaving only a faint outline, and sometimes suddenly bursts through the sky, scattering vast clouds into ethereal mist. Its smooth and continuous movements resemble a dance in the sky. The contrast between the cool cyan and the warm gold creates an epic atmosphere of grandeur, sacredness, and ancient mystery.",
+ "seed": 26477,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000910/group_9/index_8240_seed_26477_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.3125,
+ "video_score2_ta": 1.0234375,
+ "video_score2_mq": 1.078125,
+ "video_score2_overall": 3.421875,
+ "avg": 3.4140625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping aerial shot, captured from a slightly upward angle, smoothly follows a massive cyan dragon as it soars through a boundless, turbulent sea of clouds. Thick cumulonimbus clouds intertwine with wispy cirrus clouds, swirling violently under the dragon's turbulence, creating vast vortices and turbulent currents. Rays of golden rays penetrate the gaps between the clouds, casting magnificent pillars of light. The dragon's slender, sinuous body emanates a deep, vibrant cyan. Each scale, like meticulously crafted jade, gleams with an ever-changing iridescence in the sunlight, its edges tinged with a faint golden halo. Powerful muscular lines are faintly visible beneath the scales. Atop its majestic head, a pair of eyes blazing with golden flames offer insight. Its long whiskers and white mane, stretching from its crown to its back, flow backwards at high speed. With grace and power, it sometimes calmly slants into the depths of dense cloud, leaving only a faint outline, and sometimes suddenly bursts through the sky, scattering vast clouds into ethereal mist. Its smooth and continuous movements resemble a dance in the sky. The contrast between the cool cyan and the warm gold creates an epic atmosphere of grandeur, sacredness, and ancient mystery.",
+ "token_credit_reward": 3.421875,
+ "selected_reward": 3.421875,
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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 sweeping aerial shot of a massive cyan dragon soaring through turbulent clouds, with golden rays, intricate scales, and a dramatic color contrast between cyan and gold. The description is rich and evocative, but the video frames do not realize these specifics.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are extremely degraded. The resolution is very low, with heavy pixelation and blur that obscure details. The cyan/blue tones are present but lack definition, and there is noticeable noise and compression artifacts. The overall image quality is poor, with limited clarity and a lack of sharpness that prevents reliable interpretation of the scene.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is depicted. The frames show a small, indistinct shape rather than a large, detailed dragon. The intended sweeping aerial movement and the dynamic interplay of light and cloud are not realized; the scene remains static and unclear. The alignment to the described narrative is effectively minimal.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, assessing physical realism or common-sense coherence is not feasible. There are no discernible cues to judge motion, lighting interactions, or atmospheric effects, and the content does not provide enough information to support any meaningful evaluation of consistency.\n\nOverall assessment:\nThe video fails to convey the intended mythic scene. Visual quality is severely compromised, text-to-video alignment is effectively non-existent, and physical/common-sense consistency cannot be established. The result is a largely incomprehensible representation that does not meet the creative potential of the prompt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3125,
+ "TA": 1.0234375,
+ "MQ": 1.078125,
+ "Overall": 3.421875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 sweeping aerial shot of a massive cyan dragon soaring through turbulent clouds, with golden rays, intricate scales, and a dramatic color contrast between cyan and gold. The description is rich and evocative, but the video frames do not realize these specifics.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are extremely degraded. The resolution is very low, with heavy pixelation and blur that obscure details. The cyan/blue tones are present but lack definition, and there is noticeable noise and compression artifacts. The overall image quality is poor, with limited clarity and a lack of sharpness that prevents reliable interpretation of the scene.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is depicted. The frames show a small, indistinct shape rather than a large, detailed dragon. The intended sweeping aerial movement and the dynamic interplay of light and cloud are not realized; the scene remains static and unclear. The alignment to the described narrative is effectively minimal.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, assessing physical realism or common-sense coherence is not feasible. There are no discernible cues to judge motion, lighting interactions, or atmospheric effects, and the content does not provide enough information to support any meaningful evaluation of consistency.\n\nOverall assessment:\nThe video fails to convey the intended mythic scene. Visual quality is severely compromised, text-to-video alignment is effectively non-existent, and physical/common-sense consistency cannot be established. The result is a largely incomprehensible representation that does not meet the creative potential of the prompt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file