diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_0/index_tensor([5387, 5387])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_0/index_tensor([5387, 5387])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6eaef880b524e0e5a00921c6c22a97cd6943cba
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_0/index_tensor([5387, 5387])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "seed": 9522,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_0/index_5387_seed_9522_dp_0_rank_0_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic close-up tracking shot from a slightly upward angle following a massive mechanical suit as it plummets from the sky with force. The suit features dark gray tungsten armor with visible mechanical details, sparks, atmospheric entry effects, and intense lighting that conveys speed and pressure. The overall intent is to deliver a high-energy, cinematic depiction of a large robotic entity descending rapidly through the atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a coherent sci-fi aesthetic with strong contrast and dramatic lighting. The metallic surfaces show convincing reflections and the sparks are integrated into the scene. There are occasional minor artifacts and slight softness in some frames, but these do not dominate the viewing experience. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely adheres to the prompt: the upward angle, the presence of a massive mechanical suit, and the descent through the sky with sparks and atmospheric effects are well represented. The tracking motion is present and the scene conveys the intended dramatic atmosphere. Some fine-grained mechanical details may be less legible due to resolution, but the core elements match the prompt well, supporting a score of 4.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains plausible physics for a descending armored vehicle within an atmospheric setting, with sparks and heat effects consistent with friction. However, there are a few moments where scale cues or timing feel slightly off, reducing perfect realism. Overall, Physical Consistency is acceptable but not flawless, corresponding to a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 3.\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": 2.015625,
+ "TA": 3.9375,
+ "MQ": 3.671875,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic close-up tracking shot from a slightly upward angle following a massive mechanical suit as it plummets from the sky with force. The suit features dark gray tungsten armor with visible mechanical details, sparks, atmospheric entry effects, and intense lighting that conveys speed and pressure. The overall intent is to deliver a high-energy, cinematic depiction of a large robotic entity descending rapidly through the atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a coherent sci-fi aesthetic with strong contrast and dramatic lighting. The metallic surfaces show convincing reflections and the sparks are integrated into the scene. There are occasional minor artifacts and slight softness in some frames, but these do not dominate the viewing experience. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely adheres to the prompt: the upward angle, the presence of a massive mechanical suit, and the descent through the sky with sparks and atmospheric effects are well represented. The tracking motion is present and the scene conveys the intended dramatic atmosphere. Some fine-grained mechanical details may be less legible due to resolution, but the core elements match the prompt well, supporting a score of 4.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains plausible physics for a descending armored vehicle within an atmospheric setting, with sparks and heat effects consistent with friction. However, there are a few moments where scale cues or timing feel slightly off, reducing perfect realism. Overall, Physical Consistency is acceptable but not flawless, corresponding to a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic close-up tracking shot, viewed from a slightly upward angle, closely follows a massive mechanical suit as it plummets from the sky with unstoppable force. The suit's dark gray tungsten alloy armor dominates the frame, its intricate mechanical structure, hydraulic ducts, and radiator grilles clearly visible. As it streaks through the sky at breakneck speed, its rigid shell collides with the atmosphere, sending forth countless dazzling orange-red sparks. These cascades of sparks cascade down the armor's intricate edges and raised structures, instantly illuminating the metal surface, scarred by microscopic scratches and battle scars. Against the backdrop, a dense, shredded cloud layer races by, piercing through the cracks. Dazzling sunlight filters through the gaps, creating sharp metallic reflections on the suit's hull, a stark contrast to the faint blue energy glow emanating from the armor's seams. The entire scene is imbued with a breathtaking sense of speed and overwhelming pressure, creating a tense and spectacular sci-fi atmosphere.",
+ "seed": 9523,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_0/index_5387_seed_9523_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
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+ "video_score2_vq": 2.234375,
+ "video_score2_ta": 3.625,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic close-up tracking shot, viewed from a slightly upward angle, closely follows a massive mechanical suit as it plummets from the sky with unstoppable force. The suit's dark gray tungsten alloy armor dominates the frame, its intricate mechanical structure, hydraulic ducts, and radiator grilles clearly visible. As it streaks through the sky at breakneck speed, its rigid shell collides with the atmosphere, sending forth countless dazzling orange-red sparks. These cascades of sparks cascade down the armor's intricate edges and raised structures, instantly illuminating the metal surface, scarred by microscopic scratches and battle scars. Against the backdrop, a dense, shredded cloud layer races by, piercing through the cracks. Dazzling sunlight filters through the gaps, creating sharp metallic reflections on the suit's hull, a stark contrast to the faint blue energy glow emanating from the armor's seams. The entire scene is imbued with a breathtaking sense of speed and overwhelming pressure, creating a tense and spectacular sci-fi atmosphere.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic close-up tracking shot of a massive mechanical suit descending from the sky with high velocity. The suit features dark gray tungsten armor, visible mechanical details like hydraulic ducts and radiators, and sparks generated during atmospheric entry. The scene is set against a cloudy sky with dramatic lighting and a sense of speed and pressure.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and a convincing metallic look, but there are noticeable issues that prevent a higher rating. Frame 1 presents a clear view of the suit with good contrast against the cloudy sky; Frame 2 introduces motion blur and some distortion that reduce legibility of fine mechanical features. Frame 3 remains blurry with limited detail due to motion, though the sparks are present. Frame 4 shows more blur and loss of structural clarity. Frame 5 is heavily distorted and difficult to interpret. In sum, the sequence exhibits inconsistent clarity and some artifacts, but the core subject remains identifiable throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a massive mechanical suit, a descending trajectory, dark gray armor, visible mechanical components, and sparks during atmospheric entry. The camera work includes a close-up tracking feel, and the atmospheric effects support the intended mood. Minor deviations exist in exact angles or emphasis, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The descent appears plausible within a sci-fi context, with appropriate scale and interaction with the atmosphere via sparks and lighting. However, some frames show distortions and abrupt changes in geometry that challenge strict physical realism, and the rapid motion can feel stylized rather than strictly physically accurate. Overall, the scene maintains a believable balance between realism and fiction.\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": 2.234375,
+ "TA": 3.625,
+ "MQ": 2.890625,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic close-up tracking shot of a massive mechanical suit descending from the sky with high velocity. The suit features dark gray tungsten armor, visible mechanical details like hydraulic ducts and radiators, and sparks generated during atmospheric entry. The scene is set against a cloudy sky with dramatic lighting and a sense of speed and pressure.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and a convincing metallic look, but there are noticeable issues that prevent a higher rating. Frame 1 presents a clear view of the suit with good contrast against the cloudy sky; Frame 2 introduces motion blur and some distortion that reduce legibility of fine mechanical features. Frame 3 remains blurry with limited detail due to motion, though the sparks are present. Frame 4 shows more blur and loss of structural clarity. Frame 5 is heavily distorted and difficult to interpret. In sum, the sequence exhibits inconsistent clarity and some artifacts, but the core subject remains identifiable throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a massive mechanical suit, a descending trajectory, dark gray armor, visible mechanical components, and sparks during atmospheric entry. The camera work includes a close-up tracking feel, and the atmospheric effects support the intended mood. Minor deviations exist in exact angles or emphasis, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The descent appears plausible within a sci-fi context, with appropriate scale and interaction with the atmosphere via sparks and lighting. However, some frames show distortions and abrupt changes in geometry that challenge strict physical realism, and the rapid motion can feel stylized rather than strictly physically accurate. Overall, the scene maintains a believable balance between realism and fiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic close-up tracking shot, viewed from a slightly upward angle, closely follows a massive mechanical suit as it plummets from the sky with unstoppable force. The suit's dark gray tungsten alloy armor dominates the frame, its intricate mechanical structure, hydraulic ducts, and radiator grilles clearly visible. As it streaks through the sky at breakneck speed, its rigid shell collides with the atmosphere, sending forth countless dazzling orange-red sparks. These cascades of sparks cascade down the armor's intricate edges and raised structures, instantly illuminating the metal surface, scarred by microscopic scratches and battle scars. Against the backdrop, a dense, shredded cloud layer races by, piercing through the cracks. Dazzling sunlight filters through the gaps, creating sharp metallic reflections on the suit's hull, a stark contrast to the faint blue energy glow emanating from the armor's seams. The entire scene is imbued with a breathtaking sense of speed and overwhelming pressure, creating a tense and spectacular sci-fi atmosphere.",
+ "seed": 9524,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_0/index_5387_seed_9524_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.3125,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.8125,
+ "avg": 8.8125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic close-up tracking shot, viewed from a slightly upward angle, closely follows a massive mechanical suit as it plummets from the sky with unstoppable force. The suit's dark gray tungsten alloy armor dominates the frame, its intricate mechanical structure, hydraulic ducts, and radiator grilles clearly visible. As it streaks through the sky at breakneck speed, its rigid shell collides with the atmosphere, sending forth countless dazzling orange-red sparks. These cascades of sparks cascade down the armor's intricate edges and raised structures, instantly illuminating the metal surface, scarred by microscopic scratches and battle scars. Against the backdrop, a dense, shredded cloud layer races by, piercing through the cracks. Dazzling sunlight filters through the gaps, creating sharp metallic reflections on the suit's hull, a stark contrast to the faint blue energy glow emanating from the armor's seams. The entire scene is imbued with a breathtaking sense of speed and overwhelming pressure, creating a tense and spectacular sci-fi atmosphere.",
+ "token_credit_reward": 8.8125,
+ "selected_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic close-up tracking shot from a slightly upward angle following a massive mechanical suit that plummets from the sky with force. The suit features dark gray tungsten armor with visible mechanical details, and the descent is punctuated by sparks and atmospheric effects that illuminate the surface. The scene aims for a high-energy, cinematic feel with strong contrast between bright reflections and faint blue energy from the seams.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable artifacts and some motion blur during rapid sequences. Lighting and reflections are present but not consistently clean across all frames, and there are occasional distortions or warping that affect perceived clarity. The sequence remains readable and coherent, though it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a massive mechanical suit, a dynamic close-up tracking shot, a slightly upward angle, and a descent with visible sparks and atmospheric effects. The depiction of the suit’s armor, mechanical structure, and the dramatic lighting aligns well with the description. Some minor deviations exist in fine-grained details such as exact color balance or subtle texture nuances, but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The descent appears plausible within a sci-fi context, with appropriate motion cues and environmental interactions. However, there are occasional inconsistencies in scale, lighting continuity, or material behavior under extreme conditions that prevent a higher level of realism. Overall, the scene maintains believable dynamics without major logical breaks.\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": 2.3125,
+ "TA": 3.46875,
+ "MQ": 3.03125,
+ "Overall": 8.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic close-up tracking shot from a slightly upward angle following a massive mechanical suit that plummets from the sky with force. The suit features dark gray tungsten armor with visible mechanical details, and the descent is punctuated by sparks and atmospheric effects that illuminate the surface. The scene aims for a high-energy, cinematic feel with strong contrast between bright reflections and faint blue energy from the seams.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable artifacts and some motion blur during rapid sequences. Lighting and reflections are present but not consistently clean across all frames, and there are occasional distortions or warping that affect perceived clarity. The sequence remains readable and coherent, though it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a massive mechanical suit, a dynamic close-up tracking shot, a slightly upward angle, and a descent with visible sparks and atmospheric effects. The depiction of the suit’s armor, mechanical structure, and the dramatic lighting aligns well with the description. Some minor deviations exist in fine-grained details such as exact color balance or subtle texture nuances, but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The descent appears plausible within a sci-fi context, with appropriate motion cues and environmental interactions. However, there are occasional inconsistencies in scale, lighting continuity, or material behavior under extreme conditions that prevent a higher level of realism. Overall, the scene maintains believable dynamics without major logical breaks.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic close-up tracking shot, viewed from a slightly upward angle, closely follows a massive mechanical suit as it plummets from the sky with unstoppable force. The suit's dark gray tungsten alloy armor dominates the frame, its intricate mechanical structure, hydraulic ducts, and radiator grilles clearly visible. As it streaks through the sky at breakneck speed, its rigid shell collides with the atmosphere, sending forth countless dazzling orange-red sparks. These cascades of sparks cascade down the armor's intricate edges and raised structures, instantly illuminating the metal surface, scarred by microscopic scratches and battle scars. Against the backdrop, a dense, shredded cloud layer races by, piercing through the cracks. Dazzling sunlight filters through the gaps, creating sharp metallic reflections on the suit's hull, a stark contrast to the faint blue energy glow emanating from the armor's seams. The entire scene is imbued with a breathtaking sense of speed and overwhelming pressure, creating a tense and spectacular sci-fi atmosphere.",
+ "seed": 9525,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_0/index_5387_seed_9525_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.765625,
+ "video_score2_ta": 2.546875,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 7.1875,
+ "avg": 7.1875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic close-up tracking shot, viewed from a slightly upward angle, closely follows a massive mechanical suit as it plummets from the sky with unstoppable force. The suit's dark gray tungsten alloy armor dominates the frame, its intricate mechanical structure, hydraulic ducts, and radiator grilles clearly visible. As it streaks through the sky at breakneck speed, its rigid shell collides with the atmosphere, sending forth countless dazzling orange-red sparks. These cascades of sparks cascade down the armor's intricate edges and raised structures, instantly illuminating the metal surface, scarred by microscopic scratches and battle scars. Against the backdrop, a dense, shredded cloud layer races by, piercing through the cracks. Dazzling sunlight filters through the gaps, creating sharp metallic reflections on the suit's hull, a stark contrast to the faint blue energy glow emanating from the armor's seams. The entire scene is imbued with a breathtaking sense of speed and overwhelming pressure, creating a tense and spectacular sci-fi atmosphere.",
+ "token_credit_reward": 7.1875,
+ "selected_reward": 7.1875,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic close-up tracking shot of a massive mechanical suit descending from the sky with high velocity. The suit features dark gray tungsten armor, visible mechanical details like hydraulic ducts and radiators, and dramatic orange-red sparks generated during atmospheric entry. Lighting emphasizes metallic surfaces against a cloudy backdrop, conveying a tense, high-energy sci-fi atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not exceptional, and there are occasional motion blur and compression artifacts that reduce sharpness in some moments. The sequence remains readable, with the suit and sparks identifiable, though fine mechanical details can be softened by motion and encoding. The lighting and color palette align with the prompt, but the overall polish is not at the highest level. In sum, visual quality is acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, upward angle, a large mechanical suit, visible sparks, and a cloudy backdrop with metallic reflections. However, certain aspects are underrepresented or ambiguous: the scale of the suit relative to the frame is not consistently clear, and the notion of an “unstoppable force” is conveyed more through pacing than explicit dynamics. Overall, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the suit’s descent, spark generation, and interaction with the atmosphere follow reasonable expectations for a heavy armored vehicle entering the sky. There are no glaring physics violations, though some timing and scale cues feel slightly off, which keeps the overall realism at a moderate level.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.765625,
+ "TA": 2.546875,
+ "MQ": 2.875,
+ "Overall": 7.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic close-up tracking shot of a massive mechanical suit descending from the sky with high velocity. The suit features dark gray tungsten armor, visible mechanical details like hydraulic ducts and radiators, and dramatic orange-red sparks generated during atmospheric entry. Lighting emphasizes metallic surfaces against a cloudy backdrop, conveying a tense, high-energy sci-fi atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not exceptional, and there are occasional motion blur and compression artifacts that reduce sharpness in some moments. The sequence remains readable, with the suit and sparks identifiable, though fine mechanical details can be softened by motion and encoding. The lighting and color palette align with the prompt, but the overall polish is not at the highest level. In sum, visual quality is acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, upward angle, a large mechanical suit, visible sparks, and a cloudy backdrop with metallic reflections. However, certain aspects are underrepresented or ambiguous: the scale of the suit relative to the frame is not consistently clear, and the notion of an “unstoppable force” is conveyed more through pacing than explicit dynamics. Overall, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the suit’s descent, spark generation, and interaction with the atmosphere follow reasonable expectations for a heavy armored vehicle entering the sky. There are no glaring physics violations, though some timing and scale cues feel slightly off, which keeps the overall realism at a moderate level.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_1/index_tensor([8238, 8238])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_1/index_tensor([8238, 8238])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0405354af92531c4c204ea3a910f3ea95d97f0fc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_1/index_tensor([8238, 8238])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 31698,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_1/index_8238_seed_31698_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
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+ "avg": 8.140625,
+ "reward_records": [
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+ "question": "cinematic, slow-motion, low-angle tracking shot follows a traditional red sedan as it moves. The evening sun, streaming low from the end of the street, casts a dazzling golden hue on the sedan and its four bearers, creating a striking silhouette. The sedan is painted a vibrant crimson, its roof draped in richly embroidered silk. Golden tassels dangle from the corners, swaying as the sedan sways. The delicately carved wooden window panes are obscured by thin red silk curtains, adding a touch of mystery. The sedan travels along a narrow, ancient bluestone street, the pavement damp from recent rain, reflecting the warm glow of the fading sunlight. The street is lined with ancient wooden buildings with overhanging eaves, their red lanterns still unlit beneath the eaves. The scene is imbued with a tranquil and solemn atmosphere. Four sedan chair bearers, dressed in traditional dark shorts, tread with steady and powerful steps. Each step, treading on the slippery stone slabs, causes the sedan to pitch rhythmically and noticeably, with the curtains and tassels swaying violently, visualizing the dynamic process of \"bumping.\" The entire scene, dominated by a warm yellow hue, uses strong contrast between light and dark, along with slow motion, to create a unique aesthetic of solemnity and celebration, yet with a touch of historical vicissitudes, as if a classic moment 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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, slow-motion, low-angle tracking shot following a traditional red sedan as it moves. The scene features an evening sun casting a golden hue on the sedan and its four bearers, with the sedan painted a vibrant crimson and the roof draped in richly embroidered silk. Golden tassels, damp bluestone street, ancient wooden buildings with overhanging eaves, red lanterns, and a tranquil yet solemn atmosphere are all part of the description.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some color grading inconsistencies that affect cohesion. The red sedan remains clearly visible and the lighting has a warm tone, but there are occasional distortions in the sedan’s shape across frames and minor warping of architectural elements. The tracking motion is present, though not perfectly smooth, contributing to a sense of instability in the visuals.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a red sedan with traditional styling, a low-angle tracking shot, warm evening lighting, and the presence of four bearers. The scene includes the described street setting and architectural details, and the general mood aligns with the prompt. Some nuanced aspects such as exact fabric texture or precise timing of movements may be less explicit, but the main components and atmosphere match well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are occasional inconsistencies in object shapes and spatial relationships across frames, including mild morphing of the sedan and surrounding structures. These issues reduce realism but do not completely break the scene’s coherence; the overall dynamics remain plausible within the stylized context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.015625,
+ "TA": 3.1875,
+ "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 a cinematic, slow-motion, low-angle tracking shot following a traditional red sedan as it moves. The scene features an evening sun casting a golden hue on the sedan and its four bearers, with the sedan painted a vibrant crimson and the roof draped in richly embroidered silk. Golden tassels, damp bluestone street, ancient wooden buildings with overhanging eaves, red lanterns, and a tranquil yet solemn atmosphere are all part of the description.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some color grading inconsistencies that affect cohesion. The red sedan remains clearly visible and the lighting has a warm tone, but there are occasional distortions in the sedan’s shape across frames and minor warping of architectural elements. The tracking motion is present, though not perfectly smooth, contributing to a sense of instability in the visuals.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a red sedan with traditional styling, a low-angle tracking shot, warm evening lighting, and the presence of four bearers. The scene includes the described street setting and architectural details, and the general mood aligns with the prompt. Some nuanced aspects such as exact fabric texture or precise timing of movements may be less explicit, but the main components and atmosphere match well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are occasional inconsistencies in object shapes and spatial relationships across frames, including mild morphing of the sedan and surrounding structures. These issues reduce realism but do not completely break the scene’s coherence; the overall dynamics remain plausible within the stylized context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, slow-motion, low-angle tracking shot follows a traditional red sedan as it moves. The evening sun, streaming low from the end of the street, casts a dazzling golden hue on the sedan and its four bearers, creating a striking silhouette. The sedan is painted a vibrant crimson, its roof draped in richly embroidered silk. Golden tassels dangle from the corners, swaying as the sedan sways. The delicately carved wooden window panes are obscured by thin red silk curtains, adding a touch of mystery. The sedan travels along a narrow, ancient bluestone street, the pavement damp from recent rain, reflecting the warm glow of the fading sunlight. The street is lined with ancient wooden buildings with overhanging eaves, their red lanterns still unlit beneath the eaves. The scene is imbued with a tranquil and solemn atmosphere. Four sedan chair bearers, dressed in traditional dark shorts, tread with steady and powerful steps. Each step, treading on the slippery stone slabs, causes the sedan to pitch rhythmically and noticeably, with the curtains and tassels swaying violently, visualizing the dynamic process of \"bumping.\" The entire scene, dominated by a warm yellow hue, uses strong contrast between light and dark, along with slow motion, to create a unique aesthetic of solemnity and celebration, yet with a touch of historical vicissitudes, as if a classic moment frozen in time.",
+ "seed": 31699,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_1/index_8238_seed_31699_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.9765625,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 2.59375,
+ "video_score2_overall": 7.34375,
+ "avg": 7.3359375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic, slow-motion, low-angle tracking shot follows a traditional red sedan as it moves. The evening sun, streaming low from the end of the street, casts a dazzling golden hue on the sedan and its four bearers, creating a striking silhouette. The sedan is painted a vibrant crimson, its roof draped in richly embroidered silk. Golden tassels dangle from the corners, swaying as the sedan sways. The delicately carved wooden window panes are obscured by thin red silk curtains, adding a touch of mystery. The sedan travels along a narrow, ancient bluestone street, the pavement damp from recent rain, reflecting the warm glow of the fading sunlight. The street is lined with ancient wooden buildings with overhanging eaves, their red lanterns still unlit beneath the eaves. The scene is imbued with a tranquil and solemn atmosphere. Four sedan chair bearers, dressed in traditional dark shorts, tread with steady and powerful steps. Each step, treading on the slippery stone slabs, causes the sedan to pitch rhythmically and noticeably, with the curtains and tassels swaying violently, visualizing the dynamic process of \"bumping.\" The entire scene, dominated by a warm yellow hue, uses strong contrast between light and dark, along with slow motion, to create a unique aesthetic of solemnity and celebration, yet with a touch of historical vicissitudes, as if a classic moment frozen in time.",
+ "token_credit_reward": 7.34375,
+ "selected_reward": 7.34375,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, slow-motion, low-angle tracking shot following a traditional red sedan as it moves. It specifies:\n- Evening sun streaming low from the end of the street\n- Dazzling golden hue on the sedan and its four bearers\n- Striking silhouette\n- Vibrant crimson sedan\n- Roof draped in richly embroidered silk\n- Golden tassels swaying as sedan sways\n- Delicately carved wooden window panes obscured by thin red silk curtains\n- Narrow, ancient bluestone street\n- Pavement damp from recent rain\n- Reflections of warm glow of fading sunlight\n- Street lined with ancient wooden buildings with overhanging eaves\n- Red lanterns still unlit beneath eaves\n- Tranquil and solemn atmosphere\n- Four sedan chair bearers in traditional dark shorts\n- Steady and powerful steps\n- Treading on slippery stone slabs\n- Rhythmic and noticeable pitch of sedan\n- Curtains and tassels swaying violently\n- Dynamic process of \"bumping\"\n- Warm yellow hue with strong contrast between light and dark\n- Slow motion\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some color processing that can feel stylized rather than strictly natural. There is mild edge softness and occasional color banding, though lighting remains generally consistent across shots. The sequence appears stable without major distortions, and the color palette stays within warm tones, but the overall realism is tempered by processing effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes a red sedan and a street setting, several key elements described in the prompt are not convincingly realized. The dramatic low-angle tracking shot and the explicit emphasis on the sedan’s movement are not clearly demonstrated; the silhouette and the sense of a striking silhouette are not strongly conveyed. The depiction of the four bearers and their interaction with the sedan is ambiguous, and the nuanced details such as damp pavement reflections and the specific textures of silk curtains or carved wooden panes are not consistently captured. Overall, the video only partially aligns with the textual description, with important aspects underrepresented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, and the sedan’s placement on the street reads as believable. However, some interactions—such as the exact dynamics of the bearers’ steps and their relation to the sedan, and subtle environmental cues like damp reflections—are not fully convincing, leaving room for improvement in common-sense realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.9765625,
+ "TA": 2.765625,
+ "MQ": 2.59375,
+ "Overall": 7.34375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze 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, slow-motion, low-angle tracking shot following a traditional red sedan as it moves. It specifies:\n- Evening sun streaming low from the end of the street\n- Dazzling golden hue on the sedan and its four bearers\n- Striking silhouette\n- Vibrant crimson sedan\n- Roof draped in richly embroidered silk\n- Golden tassels swaying as sedan sways\n- Delicately carved wooden window panes obscured by thin red silk curtains\n- Narrow, ancient bluestone street\n- Pavement damp from recent rain\n- Reflections of warm glow of fading sunlight\n- Street lined with ancient wooden buildings with overhanging eaves\n- Red lanterns still unlit beneath eaves\n- Tranquil and solemn atmosphere\n- Four sedan chair bearers in traditional dark shorts\n- Steady and powerful steps\n- Treading on slippery stone slabs\n- Rhythmic and noticeable pitch of sedan\n- Curtains and tassels swaying violently\n- Dynamic process of \"bumping\"\n- Warm yellow hue with strong contrast between light and dark\n- Slow motion\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some color processing that can feel stylized rather than strictly natural. There is mild edge softness and occasional color banding, though lighting remains generally consistent across shots. The sequence appears stable without major distortions, and the color palette stays within warm tones, but the overall realism is tempered by processing effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes a red sedan and a street setting, several key elements described in the prompt are not convincingly realized. The dramatic low-angle tracking shot and the explicit emphasis on the sedan’s movement are not clearly demonstrated; the silhouette and the sense of a striking silhouette are not strongly conveyed. The depiction of the four bearers and their interaction with the sedan is ambiguous, and the nuanced details such as damp pavement reflections and the specific textures of silk curtains or carved wooden panes are not consistently captured. Overall, the video only partially aligns with the textual description, with important aspects underrepresented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, and the sedan’s placement on the street reads as believable. However, some interactions—such as the exact dynamics of the bearers’ steps and their relation to the sedan, and subtle environmental cues like damp reflections—are not fully convincing, leaving room for improvement in common-sense realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, slow-motion, low-angle tracking shot follows a traditional red sedan as it moves. The evening sun, streaming low from the end of the street, casts a dazzling golden hue on the sedan and its four bearers, creating a striking silhouette. The sedan is painted a vibrant crimson, its roof draped in richly embroidered silk. Golden tassels dangle from the corners, swaying as the sedan sways. The delicately carved wooden window panes are obscured by thin red silk curtains, adding a touch of mystery. The sedan travels along a narrow, ancient bluestone street, the pavement damp from recent rain, reflecting the warm glow of the fading sunlight. The street is lined with ancient wooden buildings with overhanging eaves, their red lanterns still unlit beneath the eaves. The scene is imbued with a tranquil and solemn atmosphere. Four sedan chair bearers, dressed in traditional dark shorts, tread with steady and powerful steps. Each step, treading on the slippery stone slabs, causes the sedan to pitch rhythmically and noticeably, with the curtains and tassels swaying violently, visualizing the dynamic process of \"bumping.\" The entire scene, dominated by a warm yellow hue, uses strong contrast between light and dark, along with slow motion, to create a unique aesthetic of solemnity and celebration, yet with a touch of historical vicissitudes, as if a classic moment frozen in time.",
+ "seed": 31700,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_1/index_8238_seed_31700_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.734375,
+ "video_score2_ta": 2.1875,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 7.8125,
+ "avg": 7.796875,
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, slow-motion, low-angle tracking shot follows a traditional red sedan as it moves. The evening sun, streaming low from the end of the street, casts a dazzling golden hue on the sedan and its four bearers, creating a striking silhouette. The sedan is painted a vibrant crimson, its roof draped in richly embroidered silk. Golden tassels dangle from the corners, swaying as the sedan sways. The delicately carved wooden window panes are obscured by thin red silk curtains, adding a touch of mystery. The sedan travels along a narrow, ancient bluestone street, the pavement damp from recent rain, reflecting the warm glow of the fading sunlight. The street is lined with ancient wooden buildings with overhanging eaves, their red lanterns still unlit beneath the eaves. The scene is imbued with a tranquil and solemn atmosphere. Four sedan chair bearers, dressed in traditional dark shorts, tread with steady and powerful steps. Each step, treading on the slippery stone slabs, causes the sedan to pitch rhythmically and noticeably, with the curtains and tassels swaying violently, visualizing the dynamic process of \"bumping.\" The entire scene, dominated by a warm yellow hue, uses strong contrast between light and dark, along with slow motion, to create a unique aesthetic of solemnity and celebration, yet with a touch of historical vicissitudes, as if a classic moment frozen in time.",
+ "token_credit_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, slow-motion, low-angle tracking shot following a traditional red sedan as it moves. It envisions evening sun casting a dazzling golden hue on the sedan and its four bearers, with a crimson-painted sedan, a roof draped in richly embroidered silk, golden tassels, and delicate carved wooden window panes obscured by thin red silk curtains. The scene should be set on a narrow, ancient bluestone street, damp from recent rain, with warm lighting and a tranquil, solemn mood. Four sedan chair bearers in traditional dark shorts should move with steady, powerful steps, causing the sedan to pitch and the curtains and tassels to sway, all rendered in a warm yellow palette with strong light-dark contrast and slow motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the sedan and surroundings, but there are occasional soft areas and minor artifacts that prevent a higher rating. The sequence remains reasonably stable with consistent lighting, though some frames exhibit slight color shifts or noise. The visuals are coherent and legible, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes a red sedan and a low-angle tracking shot, several key elements are missing or underrepresented: there are no visible four bearers, no evident damp street reflections, and the lighting does not convincingly convey a warm sunset ambiance. The scene lacks the described dynamic interaction between the bearers and the sedan, resulting in only partial alignment with the textual description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The sedan’s movement appears plausible, and the architectural context is believable, but the absence of expected interactions (e.g., no visible support points when the sedan would typically be raised by bearers) introduces mild inconsistencies. Overall, the scene maintains basic realism without fully realizing the described dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.734375,
+ "TA": 2.1875,
+ "MQ": 2.875,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, slow-motion, low-angle tracking shot following a traditional red sedan as it moves. It envisions evening sun casting a dazzling golden hue on the sedan and its four bearers, with a crimson-painted sedan, a roof draped in richly embroidered silk, golden tassels, and delicate carved wooden window panes obscured by thin red silk curtains. The scene should be set on a narrow, ancient bluestone street, damp from recent rain, with warm lighting and a tranquil, solemn mood. Four sedan chair bearers in traditional dark shorts should move with steady, powerful steps, causing the sedan to pitch and the curtains and tassels to sway, all rendered in a warm yellow palette with strong light-dark contrast and slow motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the sedan and surroundings, but there are occasional soft areas and minor artifacts that prevent a higher rating. The sequence remains reasonably stable with consistent lighting, though some frames exhibit slight color shifts or noise. The visuals are coherent and legible, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes a red sedan and a low-angle tracking shot, several key elements are missing or underrepresented: there are no visible four bearers, no evident damp street reflections, and the lighting does not convincingly convey a warm sunset ambiance. The scene lacks the described dynamic interaction between the bearers and the sedan, resulting in only partial alignment with the textual description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The sedan’s movement appears plausible, and the architectural context is believable, but the absence of expected interactions (e.g., no visible support points when the sedan would typically be raised by bearers) introduces mild inconsistencies. Overall, the scene maintains basic realism without fully realizing the described dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, slow-motion, low-angle tracking shot follows a traditional red sedan as it moves. The evening sun, streaming low from the end of the street, casts a dazzling golden hue on the sedan and its four bearers, creating a striking silhouette. The sedan is painted a vibrant crimson, its roof draped in richly embroidered silk. Golden tassels dangle from the corners, swaying as the sedan sways. The delicately carved wooden window panes are obscured by thin red silk curtains, adding a touch of mystery. The sedan travels along a narrow, ancient bluestone street, the pavement damp from recent rain, reflecting the warm glow of the fading sunlight. The street is lined with ancient wooden buildings with overhanging eaves, their red lanterns still unlit beneath the eaves. The scene is imbued with a tranquil and solemn atmosphere. Four sedan chair bearers, dressed in traditional dark shorts, tread with steady and powerful steps. Each step, treading on the slippery stone slabs, causes the sedan to pitch rhythmically and noticeably, with the curtains and tassels swaying violently, visualizing the dynamic process of \"bumping.\" The entire scene, dominated by a warm yellow hue, uses strong contrast between light and dark, along with slow motion, to create a unique aesthetic of solemnity and celebration, yet with a touch of historical vicissitudes, as if a classic moment frozen in time.",
+ "seed": 31701,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_1/index_8238_seed_31701_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.34375,
+ "video_score2_ta": 2.546875,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 7.6875,
+ "avg": 7.703125,
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, slow-motion, low-angle tracking shot follows a traditional red sedan as it moves. The evening sun, streaming low from the end of the street, casts a dazzling golden hue on the sedan and its four bearers, creating a striking silhouette. The sedan is painted a vibrant crimson, its roof draped in richly embroidered silk. Golden tassels dangle from the corners, swaying as the sedan sways. The delicately carved wooden window panes are obscured by thin red silk curtains, adding a touch of mystery. The sedan travels along a narrow, ancient bluestone street, the pavement damp from recent rain, reflecting the warm glow of the fading sunlight. The street is lined with ancient wooden buildings with overhanging eaves, their red lanterns still unlit beneath the eaves. The scene is imbued with a tranquil and solemn atmosphere. Four sedan chair bearers, dressed in traditional dark shorts, tread with steady and powerful steps. Each step, treading on the slippery stone slabs, causes the sedan to pitch rhythmically and noticeably, with the curtains and tassels swaying violently, visualizing the dynamic process of \"bumping.\" The entire scene, dominated by a warm yellow hue, uses strong contrast between light and dark, along with slow motion, to create a unique aesthetic of solemnity and celebration, yet with a touch of historical vicissitudes, as if a classic moment frozen in time.",
+ "token_credit_reward": 7.6875,
+ "selected_reward": 7.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, slow-motion, low-angle tracking shot following a traditional red sedan as it moves. It specifies:\n- Evening sun streaming low from the end of the street\n- Dazzling golden hue on the sedan and its four bearers\n- Striking silhouette\n- Vibrant crimson sedan\n- Roof draped in richly embroidered silk\n- Golden tassels swaying as sedan sways\n- Delicately carved wooden window panes obscured by thin red silk curtains\n- Narrow, ancient bluestone street\n- Pavement damp from recent rain\n- Reflections of warm glow of fading sunlight\n- Street lined with ancient wooden buildings with overhanging eaves\n- Red lanterns still unlit beneath eaves\n- Tranquil and solemn atmosphere\n- Four sedan chair bearers in traditional dark shorts\n- Steady and powerful steps\n- Treading on slippery stone slabs\n- Rhythmic and noticeable pitch of sedan\n- Curtains and tassels swaying violently\n- Dynamic process of \"bumping\"\n- Warm yellow hue\n- Strong contrast between light and dark\n- Slow motion\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some color grading inconsistencies that affect cohesion. The red sedan remains clearly visible and the lighting has a warm tone, yet the overall polish is not at the level of high-end production. The sequence appears relatively static rather than exhibiting the described dynamic motion, which reduces perceived quality. In sum, the visuals are acceptable but not highly refined.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the red sedan and some architectural elements are present, several key aspects are missing or underdeveloped: the four bearers are not clearly depicted, the tracking shot and motion are not realized, and the nuanced details such as the exact fabric textures and atmospheric lighting are not convincingly rendered. The result captures only a subset of the described scene, yielding a weak overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, with no obvious physics violations. However, the absence of expected dynamic interactions and motion cues reduces the sense of realism, keeping the overall coherence at a middle level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.34375,
+ "TA": 2.546875,
+ "MQ": 2.8125,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, slow-motion, low-angle tracking shot following a traditional red sedan as it moves. It specifies:\n- Evening sun streaming low from the end of the street\n- Dazzling golden hue on the sedan and its four bearers\n- Striking silhouette\n- Vibrant crimson sedan\n- Roof draped in richly embroidered silk\n- Golden tassels swaying as sedan sways\n- Delicately carved wooden window panes obscured by thin red silk curtains\n- Narrow, ancient bluestone street\n- Pavement damp from recent rain\n- Reflections of warm glow of fading sunlight\n- Street lined with ancient wooden buildings with overhanging eaves\n- Red lanterns still unlit beneath eaves\n- Tranquil and solemn atmosphere\n- Four sedan chair bearers in traditional dark shorts\n- Steady and powerful steps\n- Treading on slippery stone slabs\n- Rhythmic and noticeable pitch of sedan\n- Curtains and tassels swaying violently\n- Dynamic process of \"bumping\"\n- Warm yellow hue\n- Strong contrast between light and dark\n- Slow motion\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some color grading inconsistencies that affect cohesion. The red sedan remains clearly visible and the lighting has a warm tone, yet the overall polish is not at the level of high-end production. The sequence appears relatively static rather than exhibiting the described dynamic motion, which reduces perceived quality. In sum, the visuals are acceptable but not highly refined.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the red sedan and some architectural elements are present, several key aspects are missing or underdeveloped: the four bearers are not clearly depicted, the tracking shot and motion are not realized, and the nuanced details such as the exact fabric textures and atmospheric lighting are not convincingly rendered. The result captures only a subset of the described scene, yielding a weak overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, with no obvious physics violations. However, the absence of expected dynamic interactions and motion cues reduces the sense of realism, keeping the overall coherence at a middle level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_10/index_tensor([8507, 8507])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_10/index_tensor([8507, 8507])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..369b37da214714efcbd9e76d697afb752053ec81
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_10/index_tensor([8507, 8507])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "drone's wide-angle lens, captured from high above, slowly pans forward, capturing a long line of police cars in the dead of night. Atop these modern police vehicles, alternating red and blue warning lights flash in a rapid, rhythmic rhythm. Their glare reflects and stretches across the slightly damp asphalt, converging into a dazzling, flowing river of light. The convoy is traveling on an empty city highway, heading straight for the entrance of a vast, eerie concrete tunnel. As the lead police car steadily and decisively plunges into the darkness of the tunnel, the following vehicles follow closely behind, the river of light seemingly swallowed by the tunnel's vast mouth. The entire scene, pierced by red and blue light against a deep blue and black palette, creates a cinematic atmosphere of heightened tension, suspense, and urgency.",
+ "seed": 3371,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_10/index_8507_seed_3371_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.140625,
+ "video_score2_ta": 2.546875,
+ "video_score2_mq": 2.390625,
+ "video_score2_overall": 7.0625,
+ "avg": 7.078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "drone's wide-angle lens, captured from high above, slowly pans forward, capturing a long line of police cars in the dead of night. Atop these modern police vehicles, alternating red and blue warning lights flash in a rapid, rhythmic rhythm. Their glare reflects and stretches across the slightly damp asphalt, converging into a dazzling, flowing river of light. The convoy is traveling on an empty city highway, heading straight for the entrance of a vast, eerie concrete tunnel. As the lead police car steadily and decisively plunges into the darkness of the tunnel, the following vehicles follow closely behind, the river of light seemingly swallowed by the tunnel's vast mouth. The entire scene, pierced by red and blue light against a deep blue and black palette, creates a cinematic atmosphere of heightened tension, suspense, and urgency.",
+ "token_credit_reward": 7.0625,
+ "selected_reward": 7.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone-shot sequence featuring a long line of police cars at night with flashing red and blue lights, moving along an empty city highway toward a large concrete tunnel entrance. The lead car is expected to plunge into the tunnel as the others follow, creating a dramatic, high-contrast visual with a flowing river of light. In practice, the video presents a nighttime highway with police cars and flashing lights, but several key elements are not convincingly realized: the elevated drone perspective is not clearly established, the tunnel entrance is not visible, and the dramatic plunge into the tunnel is not depicted. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable motion blur and some loss of detail due to low-light conditions. The red and blue lights are visible but exhibit color bleeding and bloom that reduce sharpness. The resolution is moderate, and while the scene conveys a nighttime atmosphere, overall clarity is limited. The footage remains watchable but does not achieve high-fidelity visuals.\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements—nighttime highway setting, police cars, and flashing lights—but misses or underrepresents crucial components such as the elevated drone viewpoint, the tunnel entrance, and the lead car’s plunge into a tunnel. The alignment is therefore partial: core ideas are present, but key narrative and spatial details are not convincingly realized.\n\nPhysical Consistency (Common-sense):\nLighting interactions and vehicle dynamics appear plausible within a nighttime highway context, with believable motion and light behavior. However, the absence of the tunnel entrance and the incomplete depiction of the intended dramatic action introduce mild inconsistencies with the described scenario. Overall, physical realism is acceptable but not strongly convincing.\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 2,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.140625,
+ "TA": 2.546875,
+ "MQ": 2.390625,
+ "Overall": 7.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone-shot sequence featuring a long line of police cars at night with flashing red and blue lights, moving along an empty city highway toward a large concrete tunnel entrance. The lead car is expected to plunge into the tunnel as the others follow, creating a dramatic, high-contrast visual with a flowing river of light. In practice, the video presents a nighttime highway with police cars and flashing lights, but several key elements are not convincingly realized: the elevated drone perspective is not clearly established, the tunnel entrance is not visible, and the dramatic plunge into the tunnel is not depicted. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable motion blur and some loss of detail due to low-light conditions. The red and blue lights are visible but exhibit color bleeding and bloom that reduce sharpness. The resolution is moderate, and while the scene conveys a nighttime atmosphere, overall clarity is limited. The footage remains watchable but does not achieve high-fidelity visuals.\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements—nighttime highway setting, police cars, and flashing lights—but misses or underrepresents crucial components such as the elevated drone viewpoint, the tunnel entrance, and the lead car’s plunge into a tunnel. The alignment is therefore partial: core ideas are present, but key narrative and spatial details are not convincingly realized.\n\nPhysical Consistency (Common-sense):\nLighting interactions and vehicle dynamics appear plausible within a nighttime highway context, with believable motion and light behavior. However, the absence of the tunnel entrance and the incomplete depiction of the intended dramatic action introduce mild inconsistencies with the described scenario. Overall, physical realism is acceptable but not strongly convincing.\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "drone's wide-angle lens, captured from high above, slowly pans forward, capturing a long line of police cars in the dead of night. Atop these modern police vehicles, alternating red and blue warning lights flash in a rapid, rhythmic rhythm. Their glare reflects and stretches across the slightly damp asphalt, converging into a dazzling, flowing river of light. The convoy is traveling on an empty city highway, heading straight for the entrance of a vast, eerie concrete tunnel. As the lead police car steadily and decisively plunges into the darkness of the tunnel, the following vehicles follow closely behind, the river of light seemingly swallowed by the tunnel's vast mouth. The entire scene, pierced by red and blue light against a deep blue and black palette, creates a cinematic atmosphere of heightened tension, suspense, and urgency.",
+ "seed": 3372,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_10/index_8507_seed_3372_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.375,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 8.875,
+ "avg": 8.859375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "drone's wide-angle lens, captured from high above, slowly pans forward, capturing a long line of police cars in the dead of night. Atop these modern police vehicles, alternating red and blue warning lights flash in a rapid, rhythmic rhythm. Their glare reflects and stretches across the slightly damp asphalt, converging into a dazzling, flowing river of light. The convoy is traveling on an empty city highway, heading straight for the entrance of a vast, eerie concrete tunnel. As the lead police car steadily and decisively plunges into the darkness of the tunnel, the following vehicles follow closely behind, the river of light seemingly swallowed by the tunnel's vast mouth. The entire scene, pierced by red and blue light against a deep blue and black palette, creates a cinematic atmosphere of heightened tension, suspense, and urgency.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a drone-shot wide-angle view at night featuring a long line of police cars with flashing red and blue lights, their glare reflecting on damp asphalt as they move toward a large concrete tunnel entrance. The lead car is expected to plunge into the tunnel while others follow, creating a cinematic mood of tension and urgency.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show noticeable blur and some loss of fine detail, but the scene remains legible. Motion blur is present due to camera movement and vehicle motion, yet it does not render the sequence unreadable. There are occasional artifacts and soft edges, and lighting contrast between bright emergency lights and the dark background is pronounced. The resolution is adequate, though not sharp, and there is some inconsistency in frame-to-frame clarity. In sum, the video conveys the intended atmosphere, but technical limitations keep the quality at a mid level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a drone-like elevated perspective, a long line of police cars, flashing red and blue lights, wet-road reflections, and movement toward a tunnel entrance. The lead car’s entry into the tunnel and the following sequence are represented, and the color palette emphasizes red, blue, and dark tones to match the description. Minor deviations exist in exact timing or emphasis of certain details, but the major components and narrative flow align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Vehicle spacing and motion appear plausible within a nighttime highway/tunnel context, and lighting interactions (glare, reflections) are believable. However, there are subtle inconsistencies in scale cues and motion dynamics that prevent a higher level of realism. Overall, the scene maintains coherent spatial relationships and plausible behavior, but not flawless physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.375,
+ "TA": 3.3125,
+ "MQ": 3.171875,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a drone-shot wide-angle view at night featuring a long line of police cars with flashing red and blue lights, their glare reflecting on damp asphalt as they move toward a large concrete tunnel entrance. The lead car is expected to plunge into the tunnel while others follow, creating a cinematic mood of tension and urgency.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show noticeable blur and some loss of fine detail, but the scene remains legible. Motion blur is present due to camera movement and vehicle motion, yet it does not render the sequence unreadable. There are occasional artifacts and soft edges, and lighting contrast between bright emergency lights and the dark background is pronounced. The resolution is adequate, though not sharp, and there is some inconsistency in frame-to-frame clarity. In sum, the video conveys the intended atmosphere, but technical limitations keep the quality at a mid level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a drone-like elevated perspective, a long line of police cars, flashing red and blue lights, wet-road reflections, and movement toward a tunnel entrance. The lead car’s entry into the tunnel and the following sequence are represented, and the color palette emphasizes red, blue, and dark tones to match the description. Minor deviations exist in exact timing or emphasis of certain details, but the major components and narrative flow align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Vehicle spacing and motion appear plausible within a nighttime highway/tunnel context, and lighting interactions (glare, reflections) are believable. However, there are subtle inconsistencies in scale cues and motion dynamics that prevent a higher level of realism. Overall, the scene maintains coherent spatial relationships and plausible behavior, but not flawless physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "drone's wide-angle lens, captured from high above, slowly pans forward, capturing a long line of police cars in the dead of night. Atop these modern police vehicles, alternating red and blue warning lights flash in a rapid, rhythmic rhythm. Their glare reflects and stretches across the slightly damp asphalt, converging into a dazzling, flowing river of light. The convoy is traveling on an empty city highway, heading straight for the entrance of a vast, eerie concrete tunnel. As the lead police car steadily and decisively plunges into the darkness of the tunnel, the following vehicles follow closely behind, the river of light seemingly swallowed by the tunnel's vast mouth. The entire scene, pierced by red and blue light against a deep blue and black palette, creates a cinematic atmosphere of heightened tension, suspense, and urgency.",
+ "seed": 3373,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_10/index_8507_seed_3373_dp_21_rank_42_sample_2_slot_0.mp4",
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.546875,
+ "video_score2_ta": 3.21875,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 8.875,
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+ "question": "drone's wide-angle lens, captured from high above, slowly pans forward, capturing a long line of police cars in the dead of night. Atop these modern police vehicles, alternating red and blue warning lights flash in a rapid, rhythmic rhythm. Their glare reflects and stretches across the slightly damp asphalt, converging into a dazzling, flowing river of light. The convoy is traveling on an empty city highway, heading straight for the entrance of a vast, eerie concrete tunnel. As the lead police car steadily and decisively plunges into the darkness of the tunnel, the following vehicles follow closely behind, the river of light seemingly swallowed by the tunnel's vast mouth. The entire scene, pierced by red and blue light against a deep blue and black palette, creates a cinematic atmosphere of heightened tension, suspense, and urgency.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone-shot wide-angle view at night featuring a long line of police cars with flashing red and blue lights, their glare reflecting on damp asphalt as they move toward a large concrete tunnel entrance. The lead car is expected to plunge into the tunnel while others follow, creating a cinematic mood of tension and urgency.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity: motion blur is present in several frames, especially around moving vehicles; some frames exhibit color bleeding or bloom from the emergency lights; occasional compression artifacts and slight noise reduce sharpness. The lighting and contrast are generally consistent with a nighttime scene, but the combination of blur and artifacting lowers perceived quality. The sequence remains legible and coherent, though not pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: drone-like elevated perspective, wide-angle framing, a long line of police cars, red and blue flashing lights, wet-road reflections, and movement toward a large tunnel entrance. The lead car’s plunge into the tunnel and the following vehicles are present, contributing to the intended dramatic progression. Minor deviations exist in pacing or exact positioning, but the essential narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Vehicle motion, lighting interactions, and environmental cues are believable and largely coherent, with no major physics violations. Some subtle inconsistencies appear in light reflections or timing of the lead car’s entry into the tunnel, which prevents a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.546875,
+ "TA": 3.21875,
+ "MQ": 3.15625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone-shot wide-angle view at night featuring a long line of police cars with flashing red and blue lights, their glare reflecting on damp asphalt as they move toward a large concrete tunnel entrance. The lead car is expected to plunge into the tunnel while others follow, creating a cinematic mood of tension and urgency.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity: motion blur is present in several frames, especially around moving vehicles; some frames exhibit color bleeding or bloom from the emergency lights; occasional compression artifacts and slight noise reduce sharpness. The lighting and contrast are generally consistent with a nighttime scene, but the combination of blur and artifacting lowers perceived quality. The sequence remains legible and coherent, though not pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: drone-like elevated perspective, wide-angle framing, a long line of police cars, red and blue flashing lights, wet-road reflections, and movement toward a large tunnel entrance. The lead car’s plunge into the tunnel and the following vehicles are present, contributing to the intended dramatic progression. Minor deviations exist in pacing or exact positioning, but the essential narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Vehicle motion, lighting interactions, and environmental cues are believable and largely coherent, with no major physics violations. Some subtle inconsistencies appear in light reflections or timing of the lead car’s entry into the tunnel, which prevents a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "drone's wide-angle lens, captured from high above, slowly pans forward, capturing a long line of police cars in the dead of night. Atop these modern police vehicles, alternating red and blue warning lights flash in a rapid, rhythmic rhythm. Their glare reflects and stretches across the slightly damp asphalt, converging into a dazzling, flowing river of light. The convoy is traveling on an empty city highway, heading straight for the entrance of a vast, eerie concrete tunnel. As the lead police car steadily and decisively plunges into the darkness of the tunnel, the following vehicles follow closely behind, the river of light seemingly swallowed by the tunnel's vast mouth. The entire scene, pierced by red and blue light against a deep blue and black palette, creates a cinematic atmosphere of heightened tension, suspense, and urgency.",
+ "seed": 3374,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_10/index_8507_seed_3374_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.203125,
+ "video_score2_mq": 1.9453125,
+ "video_score2_overall": 7.125,
+ "avg": 7.1171875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "drone's wide-angle lens, captured from high above, slowly pans forward, capturing a long line of police cars in the dead of night. Atop these modern police vehicles, alternating red and blue warning lights flash in a rapid, rhythmic rhythm. Their glare reflects and stretches across the slightly damp asphalt, converging into a dazzling, flowing river of light. The convoy is traveling on an empty city highway, heading straight for the entrance of a vast, eerie concrete tunnel. As the lead police car steadily and decisively plunges into the darkness of the tunnel, the following vehicles follow closely behind, the river of light seemingly swallowed by the tunnel's vast mouth. The entire scene, pierced by red and blue light against a deep blue and black palette, creates a cinematic atmosphere of heightened tension, suspense, and urgency.",
+ "token_credit_reward": 7.125,
+ "selected_reward": 7.125,
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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 drone-shot wide-angle view at night featuring a long line of police cars with flashing red and blue lights, their glare reflecting on damp asphalt as they move toward a large concrete tunnel entrance. The lead car is expected to plunge into the tunnel while others follow, creating a cinematic mood of tension and urgency.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity: some motion blur on moving vehicles, occasional soft focus, and compression artifacts. The lighting from emergency lights is present but does not always render realistic reflections on the wet surface, and color grading can feel slightly artificial. The sequence remains legible and coherent, but it lacks the polish of higher-end visuals.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: drone-like wide-angle perspective, nighttime setting, a long line of police cars with flashing lights, damp road surfaces, and a large concrete tunnel entrance. The lead car’s entry into the tunnel and the following vehicles are represented, and the red/blue light palette is evident. Minor deviations exist in exact timing of the plunge and in the precise dynamics of the light flow, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: vehicle motion, lighting interactions, and environmental cues align with expectations. However, there are small inconsistencies in light reflections, shadow behavior, or scale relationships that prevent a higher level of realism. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 2.203125,
+ "MQ": 1.9453125,
+ "Overall": 7.125
+ }
+ }
+ ],
+ "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 drone-shot wide-angle view at night featuring a long line of police cars with flashing red and blue lights, their glare reflecting on damp asphalt as they move toward a large concrete tunnel entrance. The lead car is expected to plunge into the tunnel while others follow, creating a cinematic mood of tension and urgency.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity: some motion blur on moving vehicles, occasional soft focus, and compression artifacts. The lighting from emergency lights is present but does not always render realistic reflections on the wet surface, and color grading can feel slightly artificial. The sequence remains legible and coherent, but it lacks the polish of higher-end visuals.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: drone-like wide-angle perspective, nighttime setting, a long line of police cars with flashing lights, damp road surfaces, and a large concrete tunnel entrance. The lead car’s entry into the tunnel and the following vehicles are represented, and the red/blue light palette is evident. Minor deviations exist in exact timing of the plunge and in the precise dynamics of the light flow, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: vehicle motion, lighting interactions, and environmental cues align with expectations. However, there are small inconsistencies in light reflections, shadow behavior, or scale relationships that prevent a higher level of realism. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_11/index_tensor([3109, 3109])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_11/index_tensor([3109, 3109])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c179fcaa565aa2391d9ae6ba126c816b6d96fe2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_11/index_tensor([3109, 3109])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, medium shot, captured with the raw immediacy of a handheld documentary camera, the frame slightly shaken by the impact. Beneath the glaring African midday sun, a massive, adult male African elephant, its deeply wrinkled gray skin stained with dried mud and dust, its massive, slightly worn tusks gleaming white in the sunlight, its small, piercing eyes filled with unwavering determination. With its massive head lowered, muscles tensed, it charged forward with an unstoppable momentum, slamming into a sturdy fence composed of thick, dark wooden posts and beams. The sturdy beams, unable to withstand the devastating force, shattered instantly upon impact, sending countless sharp splinters of wood and dust flying in all directions in a chaotic explosion. The grain of each splintered piece was clearly visible in the high-speed filming. The bull elephant moves relentlessly through the destroyed gap, and the entire picture is filled with raw, rough energy. The high-contrast lighting and extreme capture of details together create an awe-inspiring, heart-pounding documentary-like real texture and tense atmosphere.",
+ "seed": 10551,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_11/index_3109_seed_10551_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.9453125,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 7.8125,
+ "avg": 7.8203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium shot, captured with the raw immediacy of a handheld documentary camera, the frame slightly shaken by the impact. Beneath the glaring African midday sun, a massive, adult male African elephant, its deeply wrinkled gray skin stained with dried mud and dust, its massive, slightly worn tusks gleaming white in the sunlight, its small, piercing eyes filled with unwavering determination. With its massive head lowered, muscles tensed, it charged forward with an unstoppable momentum, slamming into a sturdy fence composed of thick, dark wooden posts and beams. The sturdy beams, unable to withstand the devastating force, shattered instantly upon impact, sending countless sharp splinters of wood and dust flying in all directions in a chaotic explosion. The grain of each splintered piece was clearly visible in the high-speed filming. The bull elephant moves relentlessly through the destroyed gap, and the entire picture is filled with raw, rough energy. The high-contrast lighting and extreme capture of details together create an awe-inspiring, heart-pounding documentary-like real texture and tense atmosphere.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot handheld documentary capture featuring a massive adult male African elephant with wrinkled gray skin, white tusks, and a determined expression, charging through a sturdy fence under bright midday sun, with the fence breaking apart dramatically as the animal moves with relentless momentum. The scene emphasizes raw, high-contrast visuals and a documentary-like intensity.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable artifacts and some motion blur during action. Lighting remains warm and consistent with outdoor sun, and color/contrast are generally stable. A few frames exhibit minor distortions or slight instability, yet the sequence remains coherent and readable. In sum, the video presents a plausible documentary aesthetic without achieving pristine technical perfection.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle framing, a large adult elephant with prominent features, a determined expression, and a charged interaction with a fence under bright sun. The fence’s destruction and the dynamic movement convey the intended dramatic impact. Some finer-grained details—such as exact texture of the skin or the precise moment of splintering—are not perfectly resolved, but the major narrative cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The elephant’s anatomy and general locomotion appear believable, and the environmental lighting is consistent. However, there are occasional inconsistencies in scale, timing of the impact, and debris behavior that prevent full coherence across the sequence. Overall, the scene maintains plausible physicality without achieving flawless common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.984375,
+ "MQ": 2.890625,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot handheld documentary capture featuring a massive adult male African elephant with wrinkled gray skin, white tusks, and a determined expression, charging through a sturdy fence under bright midday sun, with the fence breaking apart dramatically as the animal moves with relentless momentum. The scene emphasizes raw, high-contrast visuals and a documentary-like intensity.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable artifacts and some motion blur during action. Lighting remains warm and consistent with outdoor sun, and color/contrast are generally stable. A few frames exhibit minor distortions or slight instability, yet the sequence remains coherent and readable. In sum, the video presents a plausible documentary aesthetic without achieving pristine technical perfection.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle framing, a large adult elephant with prominent features, a determined expression, and a charged interaction with a fence under bright sun. The fence’s destruction and the dynamic movement convey the intended dramatic impact. Some finer-grained details—such as exact texture of the skin or the precise moment of splintering—are not perfectly resolved, but the major narrative cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The elephant’s anatomy and general locomotion appear believable, and the environmental lighting is consistent. However, there are occasional inconsistencies in scale, timing of the impact, and debris behavior that prevent full coherence across the sequence. Overall, the scene maintains plausible physicality without achieving flawless common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium shot, captured with the raw immediacy of a handheld documentary camera, the frame slightly shaken by the impact. Beneath the glaring African midday sun, a massive, adult male African elephant, its deeply wrinkled gray skin stained with dried mud and dust, its massive, slightly worn tusks gleaming white in the sunlight, its small, piercing eyes filled with unwavering determination. With its massive head lowered, muscles tensed, it charged forward with an unstoppable momentum, slamming into a sturdy fence composed of thick, dark wooden posts and beams. The sturdy beams, unable to withstand the devastating force, shattered instantly upon impact, sending countless sharp splinters of wood and dust flying in all directions in a chaotic explosion. The grain of each splintered piece was clearly visible in the high-speed filming. The bull elephant moves relentlessly through the destroyed gap, and the entire picture is filled with raw, rough energy. The high-contrast lighting and extreme capture of details together create an awe-inspiring, heart-pounding documentary-like real texture and tense atmosphere.",
+ "seed": 10552,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_11/index_3109_seed_10552_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 1.65625,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 2.390625,
+ "video_score2_overall": 6.5,
+ "avg": 6.484375,
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+ "question": "low-angle, medium shot, captured with the raw immediacy of a handheld documentary camera, the frame slightly shaken by the impact. Beneath the glaring African midday sun, a massive, adult male African elephant, its deeply wrinkled gray skin stained with dried mud and dust, its massive, slightly worn tusks gleaming white in the sunlight, its small, piercing eyes filled with unwavering determination. With its massive head lowered, muscles tensed, it charged forward with an unstoppable momentum, slamming into a sturdy fence composed of thick, dark wooden posts and beams. The sturdy beams, unable to withstand the devastating force, shattered instantly upon impact, sending countless sharp splinters of wood and dust flying in all directions in a chaotic explosion. The grain of each splintered piece was clearly visible in the high-speed filming. The bull elephant moves relentlessly through the destroyed gap, and the entire picture is filled with raw, rough energy. The high-contrast lighting and extreme capture of details together create an awe-inspiring, heart-pounding documentary-like real texture and tense atmosphere.",
+ "token_credit_reward": 6.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot handheld documentary capture featuring a massive adult male African elephant with wrinkled gray skin, slightly worn tusks, and a powerful charge through a sturdy wooden fence under bright midday sun. The sequence should emphasize raw, high-contrast visuals and a documentary-like intensity.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable artifacts and some color/contrast inconsistencies. There is mild motion blur and occasional compression noise that reduce sharpness, yet the elephant remains identifiable across shots. Lighting varies between frames, causing uneven brightness and contrast, though not to an extreme degree. Some distortions or warping are present but do not completely obscure the subject. In sum, the video presents a fair level of visual fidelity with room for improvement.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video includes an elephant and a low-angle framing, but several key elements are missing or underdeveloped: there is no clear depiction of a massive, unassailable charge, and the interaction with the fence does not convincingly convey a forceful breakthrough. The lighting and contrast do not consistently reflect a harsh midday sun, and the overall dynamic energy described in the prompt is not strongly realized. Overall, the alignment to the prompt is weak rather than strong.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The elephant’s anatomy appears plausible, with believable proportions and skin texture. However, the scene lacks convincing physical interaction with the fence and the expected explosive dynamics of a powerful charge, which reduces realism. No obvious anatomical impossibilities are detected, but the lack of coherent physical behavior lowers the overall common-sense plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.65625,
+ "TA": 2.4375,
+ "MQ": 2.390625,
+ "Overall": 6.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot handheld documentary capture featuring a massive adult male African elephant with wrinkled gray skin, slightly worn tusks, and a powerful charge through a sturdy wooden fence under bright midday sun. The sequence should emphasize raw, high-contrast visuals and a documentary-like intensity.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable artifacts and some color/contrast inconsistencies. There is mild motion blur and occasional compression noise that reduce sharpness, yet the elephant remains identifiable across shots. Lighting varies between frames, causing uneven brightness and contrast, though not to an extreme degree. Some distortions or warping are present but do not completely obscure the subject. In sum, the video presents a fair level of visual fidelity with room for improvement.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video includes an elephant and a low-angle framing, but several key elements are missing or underdeveloped: there is no clear depiction of a massive, unassailable charge, and the interaction with the fence does not convincingly convey a forceful breakthrough. The lighting and contrast do not consistently reflect a harsh midday sun, and the overall dynamic energy described in the prompt is not strongly realized. Overall, the alignment to the prompt is weak rather than strong.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The elephant’s anatomy appears plausible, with believable proportions and skin texture. However, the scene lacks convincing physical interaction with the fence and the expected explosive dynamics of a powerful charge, which reduces realism. No obvious anatomical impossibilities are detected, but the lack of coherent physical behavior lowers the overall common-sense plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium shot, captured with the raw immediacy of a handheld documentary camera, the frame slightly shaken by the impact. Beneath the glaring African midday sun, a massive, adult male African elephant, its deeply wrinkled gray skin stained with dried mud and dust, its massive, slightly worn tusks gleaming white in the sunlight, its small, piercing eyes filled with unwavering determination. With its massive head lowered, muscles tensed, it charged forward with an unstoppable momentum, slamming into a sturdy fence composed of thick, dark wooden posts and beams. The sturdy beams, unable to withstand the devastating force, shattered instantly upon impact, sending countless sharp splinters of wood and dust flying in all directions in a chaotic explosion. The grain of each splintered piece was clearly visible in the high-speed filming. The bull elephant moves relentlessly through the destroyed gap, and the entire picture is filled with raw, rough energy. The high-contrast lighting and extreme capture of details together create an awe-inspiring, heart-pounding documentary-like real texture and tense atmosphere.",
+ "seed": 10553,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_11/index_3109_seed_10553_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.234375,
+ "video_score2_ta": 2.640625,
+ "video_score2_mq": 2.71875,
+ "video_score2_overall": 7.59375,
+ "avg": 7.59375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium shot, captured with the raw immediacy of a handheld documentary camera, the frame slightly shaken by the impact. Beneath the glaring African midday sun, a massive, adult male African elephant, its deeply wrinkled gray skin stained with dried mud and dust, its massive, slightly worn tusks gleaming white in the sunlight, its small, piercing eyes filled with unwavering determination. With its massive head lowered, muscles tensed, it charged forward with an unstoppable momentum, slamming into a sturdy fence composed of thick, dark wooden posts and beams. The sturdy beams, unable to withstand the devastating force, shattered instantly upon impact, sending countless sharp splinters of wood and dust flying in all directions in a chaotic explosion. The grain of each splintered piece was clearly visible in the high-speed filming. The bull elephant moves relentlessly through the destroyed gap, and the entire picture is filled with raw, rough energy. The high-contrast lighting and extreme capture of details together create an awe-inspiring, heart-pounding documentary-like real texture and tense atmosphere.",
+ "token_credit_reward": 7.59375,
+ "selected_reward": 7.59375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot scene featuring a massive adult male African elephant charging through a sturdy fence under bright midday sun. The description emphasizes the animal's powerful form, wrinkled gray skin with mud/dust, gleaming white tusks, small piercing eyes, and a determined expression. The sequence should show the elephant lowering its head, musculature tense, slamming into a fence, and breaking through with explosive force as wood splinters fly, culminating in the bull moving through the destroyed gap.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the elephant and fence, with consistent lighting and color balance. There are occasional minor motion blur and slight softness during fast action, but no major distortions or artifacts that would severely degrade perception. The footage reads as documentary-style, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the low-angle perspective, the presence of a large elephant, and the general setting. However, crucial moments described in the prompt — the dramatic charging-through-and-breaking sequence and the explicit depiction of splintering debris — are not convincingly realized. The result is a moderate level of fidelity rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The elephant’s anatomy and interaction with the fence appear plausible, and lighting remains coherent across frames. Some dynamic details, such as the exact impact dynamics and debris behavior, are not fully convincing, leaving room for improvement in realism while maintaining overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.640625,
+ "MQ": 2.71875,
+ "Overall": 7.59375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot scene featuring a massive adult male African elephant charging through a sturdy fence under bright midday sun. The description emphasizes the animal's powerful form, wrinkled gray skin with mud/dust, gleaming white tusks, small piercing eyes, and a determined expression. The sequence should show the elephant lowering its head, musculature tense, slamming into a fence, and breaking through with explosive force as wood splinters fly, culminating in the bull moving through the destroyed gap.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the elephant and fence, with consistent lighting and color balance. There are occasional minor motion blur and slight softness during fast action, but no major distortions or artifacts that would severely degrade perception. The footage reads as documentary-style, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the low-angle perspective, the presence of a large elephant, and the general setting. However, crucial moments described in the prompt — the dramatic charging-through-and-breaking sequence and the explicit depiction of splintering debris — are not convincingly realized. The result is a moderate level of fidelity rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The elephant’s anatomy and interaction with the fence appear plausible, and lighting remains coherent across frames. Some dynamic details, such as the exact impact dynamics and debris behavior, are not fully convincing, leaving room for improvement in realism while maintaining overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium shot, captured with the raw immediacy of a handheld documentary camera, the frame slightly shaken by the impact. Beneath the glaring African midday sun, a massive, adult male African elephant, its deeply wrinkled gray skin stained with dried mud and dust, its massive, slightly worn tusks gleaming white in the sunlight, its small, piercing eyes filled with unwavering determination. With its massive head lowered, muscles tensed, it charged forward with an unstoppable momentum, slamming into a sturdy fence composed of thick, dark wooden posts and beams. The sturdy beams, unable to withstand the devastating force, shattered instantly upon impact, sending countless sharp splinters of wood and dust flying in all directions in a chaotic explosion. The grain of each splintered piece was clearly visible in the high-speed filming. The bull elephant moves relentlessly through the destroyed gap, and the entire picture is filled with raw, rough energy. The high-contrast lighting and extreme capture of details together create an awe-inspiring, heart-pounding documentary-like real texture and tense atmosphere.",
+ "seed": 10554,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_11/index_3109_seed_10554_dp_23_rank_46_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.1796875,
+ "video_score2_ta": 1.078125,
+ "video_score2_mq": 1.296875,
+ "video_score2_overall": 3.546875,
+ "avg": 3.5546875,
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+ "question": "low-angle, medium shot, captured with the raw immediacy of a handheld documentary camera, the frame slightly shaken by the impact. Beneath the glaring African midday sun, a massive, adult male African elephant, its deeply wrinkled gray skin stained with dried mud and dust, its massive, slightly worn tusks gleaming white in the sunlight, its small, piercing eyes filled with unwavering determination. With its massive head lowered, muscles tensed, it charged forward with an unstoppable momentum, slamming into a sturdy fence composed of thick, dark wooden posts and beams. The sturdy beams, unable to withstand the devastating force, shattered instantly upon impact, sending countless sharp splinters of wood and dust flying in all directions in a chaotic explosion. The grain of each splintered piece was clearly visible in the high-speed filming. The bull elephant moves relentlessly through the destroyed gap, and the entire picture is filled with raw, rough energy. The high-contrast lighting and extreme capture of details together create an awe-inspiring, heart-pounding documentary-like real texture and tense atmosphere.",
+ "token_credit_reward": 3.546875,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 2,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 documentary-style scene featuring a massive adult male African elephant charging through a wooden fence under bright midday sun, with dynamic action and high-contrast lighting. In practice, the frames do not convincingly realize these elements; the footage reads as a generic wildlife shot rather than the dramatic, high-intensity sequence described.\n\nVisual Quality Assessment:\nOverall visual quality is very poor (score 1). The frames exhibit pronounced blur and lack of sharp detail, with frequent compression artifacts and inconsistent color rendering. Lighting appears harsh but uneven, and there is noticeable instability that disrupts perceived realism. Fine textures and depth cues are largely missing, making the scene feel flat and unconvincing.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some frames show an elephant and a barrier, the core aspects—specifically the intense, documentary-grade immediacy, the precise low-angle framing, and the dramatic charging-through-fence sequence—are not convincingly realized. The result is a partial match that misses the intended narrative intensity and cinematic texture.\n\nPhysical/Common-sense Consistency:\nThere is basic plausibility in anatomy and setting, but overall coherence is weak (score 2). The elephant’s form and the barrier appear reasonable, yet motion dynamics, scale relationships, and environmental interactions do not consistently align with real-world expectations, reducing overall believability.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 2; Physical/Common-sense Consistency = 2.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.1796875,
+ "TA": 1.078125,
+ "MQ": 1.296875,
+ "Overall": 3.546875
+ }
+ }
+ ],
+ "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 documentary-style scene featuring a massive adult male African elephant charging through a wooden fence under bright midday sun, with dynamic action and high-contrast lighting. In practice, the frames do not convincingly realize these elements; the footage reads as a generic wildlife shot rather than the dramatic, high-intensity sequence described.\n\nVisual Quality Assessment:\nOverall visual quality is very poor (score 1). The frames exhibit pronounced blur and lack of sharp detail, with frequent compression artifacts and inconsistent color rendering. Lighting appears harsh but uneven, and there is noticeable instability that disrupts perceived realism. Fine textures and depth cues are largely missing, making the scene feel flat and unconvincing.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some frames show an elephant and a barrier, the core aspects—specifically the intense, documentary-grade immediacy, the precise low-angle framing, and the dramatic charging-through-fence sequence—are not convincingly realized. The result is a partial match that misses the intended narrative intensity and cinematic texture.\n\nPhysical/Common-sense Consistency:\nThere is basic plausibility in anatomy and setting, but overall coherence is weak (score 2). The elephant’s form and the barrier appear reasonable, yet motion dynamics, scale relationships, and environmental interactions do not consistently align with real-world expectations, reducing overall believability.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 2; Physical/Common-sense Consistency = 2.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_12/index_tensor([7027, 7027])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_12/index_tensor([7027, 7027])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f56d46a9133b18db9b9ff0214bb9ddf4c604b55f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_12/index_tensor([7027, 7027])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "powerful low-angle tracking shot follows the tank, its camera close to the ground, panning right in sync with a heavy main battle tank. The tank's heavy olive-green armor is coated in a thick layer of dried mud and crisscrossed with metal scratches, leaving mottled marks on the turret and hull, with some armor plates even chipped and broken at the edges. Its broad metal tracks, with unstoppable force, relentlessly crush the rubble of broken concrete, twisted rebar, and scattered brick and stone beneath them, shattering it into smaller fragments, kicking up a cloud of dust with each rotation. As the tank surges forward, its massive hull heaving slightly as it rolls over the uneven ground, it plunges into a devastated city block. The charred, collapsed skeletons of buildings flank the streets, their shattered windows staring out at the devastation like hollow eyes. The sky is shrouded in thick gray smoke, casting a dim and oppressive diffuse light. The dominant tones of the painting are icy grays and earth tones, punctuated only by the occasional flash of rusty red on the twisted rebar. The entire scene is imbued with a sense of primal, violent power, creating an apocalyptic, suffocating atmosphere of tension.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful low-angle tracking shot following a heavy main battle tank through a devastated urban landscape. Key elements include a low-angle perspective, close-to-ground camera work, a rightward pan, a heavily armored olive-green tank with muddied surfaces, visible tracks, and a scene of destruction in a city block with rubble, twisted rebar, and scattered debris. The sky is smoky and diffusely lit, with a somber palette dominated by grays and earth tones and occasional rusty-red accents. The overall mood should convey primal, violent power and an apocalyptic atmosphere.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals are acceptable but not outstanding. The resolution is adequate and the tank remains clearly identifiable, with discernible details on the tracks and armor. Lighting and atmospheric effects (smoke, haze) are present and contribute to the mood, and there are no obvious frame-level distortions. However, the overall polish is moderate rather than cinematic; some frames show mild softness or compression artifacts that prevent a higher-end look. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core prompt elements—low-angle tracking, close-to-ground perspective, a rightward pan, and a heavily armored olive-green tank moving through a destroyed urban setting with visible tracks and debris. However, certain nuanced aspects of the prompt are underrepresented: the muddied surface details and the intensity of the destruction are not fully realized, and the scene does not consistently convey the dramatic, visceral impact described. In short, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the tank’s movement, track interaction with uneven terrain, and environmental lighting are coherent within the depicted world. There are no glaring physics violations, though some micro-details (e.g., exact debris interaction or scale cues) could be refined. Overall, physical consistency is solid but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 3.484375,
+ "MQ": 2.953125,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful low-angle tracking shot following a heavy main battle tank through a devastated urban landscape. Key elements include a low-angle perspective, close-to-ground camera work, a rightward pan, a heavily armored olive-green tank with muddied surfaces, visible tracks, and a scene of destruction in a city block with rubble, twisted rebar, and scattered debris. The sky is smoky and diffusely lit, with a somber palette dominated by grays and earth tones and occasional rusty-red accents. The overall mood should convey primal, violent power and an apocalyptic atmosphere.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals are acceptable but not outstanding. The resolution is adequate and the tank remains clearly identifiable, with discernible details on the tracks and armor. Lighting and atmospheric effects (smoke, haze) are present and contribute to the mood, and there are no obvious frame-level distortions. However, the overall polish is moderate rather than cinematic; some frames show mild softness or compression artifacts that prevent a higher-end look. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core prompt elements—low-angle tracking, close-to-ground perspective, a rightward pan, and a heavily armored olive-green tank moving through a destroyed urban setting with visible tracks and debris. However, certain nuanced aspects of the prompt are underrepresented: the muddied surface details and the intensity of the destruction are not fully realized, and the scene does not consistently convey the dramatic, visceral impact described. In short, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the tank’s movement, track interaction with uneven terrain, and environmental lighting are coherent within the depicted world. There are no glaring physics violations, though some micro-details (e.g., exact debris interaction or scale cues) could be refined. Overall, physical consistency is solid but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 1345,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_12/index_7027_seed_1345_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 9.4375,
+ "avg": 9.453125,
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+ "question": "powerful low-angle tracking shot follows the tank, its camera close to the ground, panning right in sync with a heavy main battle tank. The tank's heavy olive-green armor is coated in a thick layer of dried mud and crisscrossed with metal scratches, leaving mottled marks on the turret and hull, with some armor plates even chipped and broken at the edges. Its broad metal tracks, with unstoppable force, relentlessly crush the rubble of broken concrete, twisted rebar, and scattered brick and stone beneath them, shattering it into smaller fragments, kicking up a cloud of dust with each rotation. As the tank surges forward, its massive hull heaving slightly as it rolls over the uneven ground, it plunges into a devastated city block. The charred, collapsed skeletons of buildings flank the streets, their shattered windows staring out at the devastation like hollow eyes. The sky is shrouded in thick gray smoke, casting a dim and oppressive diffuse light. The dominant tones of the painting are icy grays and earth tones, punctuated only by the occasional flash of rusty red on the twisted rebar. The entire scene is imbued with a sense of primal, violent power, creating an apocalyptic, suffocating atmosphere of tension.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful low-angle tracking shot following a heavy main battle tank through a devastated urban landscape. Key elements include a low camera angle near the ground, a rightward pan, visible mud and scratches on armor, tracks interacting with rubble, dust clouds, forward movement, and a bleak apocalyptic mood. The video largely captures these aspects, though some details are not fully realized in the footage.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the tank and surrounding debris. Lighting and contrast are generally consistent across shots, and there are no obvious distortions or artifacts. However, the overall polish is moderate rather than cinematic; some frames feel slightly flat and lack dynamic range, which keeps the visual quality at a mid level. Overall, Visual Quality aligns with a score of 3.\n\nText-to-Video Alignment Analysis:\nThe video includes the core elements described in the prompt: a low-angle tracking shot, a heavy tank, and a devastated urban setting with rubble and dust. The sequence conveys the intended mood and progression. Some finer details—such as exact track deformation, precise dust dynamics, and the intensity of the implied motion—are not fully realized, but the alignment remains strong overall. This corresponds to a high-but-not-perfect alignment score, i.e., 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the tank interacts with debris in a believable manner, lighting and shadows are coherent, and scale appears reasonable. There are minor inconsistencies in micro-dynamics (e.g., subtle track-ground interaction nuances) that prevent a perfect realism, but they do not break overall coherence. This yields a solid 4 for Physical/Common-sense Consistency.\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": {
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+ "TA": 2.984375,
+ "MQ": 3.3125,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful low-angle tracking shot following a heavy main battle tank through a devastated urban landscape. Key elements include a low camera angle near the ground, a rightward pan, visible mud and scratches on armor, tracks interacting with rubble, dust clouds, forward movement, and a bleak apocalyptic mood. The video largely captures these aspects, though some details are not fully realized in the footage.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the tank and surrounding debris. Lighting and contrast are generally consistent across shots, and there are no obvious distortions or artifacts. However, the overall polish is moderate rather than cinematic; some frames feel slightly flat and lack dynamic range, which keeps the visual quality at a mid level. Overall, Visual Quality aligns with a score of 3.\n\nText-to-Video Alignment Analysis:\nThe video includes the core elements described in the prompt: a low-angle tracking shot, a heavy tank, and a devastated urban setting with rubble and dust. The sequence conveys the intended mood and progression. Some finer details—such as exact track deformation, precise dust dynamics, and the intensity of the implied motion—are not fully realized, but the alignment remains strong overall. This corresponds to a high-but-not-perfect alignment score, i.e., 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the tank interacts with debris in a believable manner, lighting and shadows are coherent, and scale appears reasonable. There are minor inconsistencies in micro-dynamics (e.g., subtle track-ground interaction nuances) that prevent a perfect realism, but they do not break overall coherence. This yields a solid 4 for Physical/Common-sense Consistency.\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": 1346,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_12/index_7027_seed_1346_dp_25_rank_50_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.28125,
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+ "video_score2_overall": 7.3125,
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+ "question": "powerful low-angle tracking shot follows the tank, its camera close to the ground, panning right in sync with a heavy main battle tank. The tank's heavy olive-green armor is coated in a thick layer of dried mud and crisscrossed with metal scratches, leaving mottled marks on the turret and hull, with some armor plates even chipped and broken at the edges. Its broad metal tracks, with unstoppable force, relentlessly crush the rubble of broken concrete, twisted rebar, and scattered brick and stone beneath them, shattering it into smaller fragments, kicking up a cloud of dust with each rotation. As the tank surges forward, its massive hull heaving slightly as it rolls over the uneven ground, it plunges into a devastated city block. The charred, collapsed skeletons of buildings flank the streets, their shattered windows staring out at the devastation like hollow eyes. The sky is shrouded in thick gray smoke, casting a dim and oppressive diffuse light. The dominant tones of the painting are icy grays and earth tones, punctuated only by the occasional flash of rusty red on the twisted rebar. The entire scene is imbued with a sense of primal, violent power, creating an apocalyptic, suffocating atmosphere of tension.",
+ "token_credit_reward": 7.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful low-angle tracking shot following a heavy main battle tank through a devastated cityscape. Key elements include a low camera angle near the ground, a rightward pan, visible armor details (olive-green with mud and scratches), tracks interacting with rubble, dust clouds, forward movement, and a bleak, apocalyptic mood. The video largely adheres to these cues but does not fully realize all dynamic effects; overall alignment is strong with minor deviations.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the tank and surrounding destruction. Lighting and color grading support the gray, earth-toned palette and atmospheric haze. However, there are occasional softness and minor compression artifacts that prevent a consistently sharp look across the sequence. Overall, visual quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThe video captures the core elements of the prompt—tank presence, low-angle framing, rightward pan, visible armor details, and interaction with debris. Dust and environmental lighting contribute to the mood, and the scene conveys a somber atmosphere. Some nuanced motion dynamics and environmental interactions are not fully realized, resulting in a solid but not perfect alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and spatial relationships: the tank sits on uneven terrain with believable track-ground contact, and debris responds to implied forces. Lighting and shadows reinforce depth and realism. A few subtle inconsistencies in motion or debris behavior may be present, but they do not undermine overall coherence.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 2.28125,
+ "MQ": 1.8125,
+ "Overall": 7.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful low-angle tracking shot following a heavy main battle tank through a devastated cityscape. Key elements include a low camera angle near the ground, a rightward pan, visible armor details (olive-green with mud and scratches), tracks interacting with rubble, dust clouds, forward movement, and a bleak, apocalyptic mood. The video largely adheres to these cues but does not fully realize all dynamic effects; overall alignment is strong with minor deviations.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the tank and surrounding destruction. Lighting and color grading support the gray, earth-toned palette and atmospheric haze. However, there are occasional softness and minor compression artifacts that prevent a consistently sharp look across the sequence. Overall, visual quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThe video captures the core elements of the prompt—tank presence, low-angle framing, rightward pan, visible armor details, and interaction with debris. Dust and environmental lighting contribute to the mood, and the scene conveys a somber atmosphere. Some nuanced motion dynamics and environmental interactions are not fully realized, resulting in a solid but not perfect alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and spatial relationships: the tank sits on uneven terrain with believable track-ground contact, and debris responds to implied forces. Lighting and shadows reinforce depth and realism. A few subtle inconsistencies in motion or debris behavior may be present, but they do not undermine overall coherence.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ },
+ {
+ "prompt": "powerful low-angle tracking shot follows the tank, its camera close to the ground, panning right in sync with a heavy main battle tank. The tank's heavy olive-green armor is coated in a thick layer of dried mud and crisscrossed with metal scratches, leaving mottled marks on the turret and hull, with some armor plates even chipped and broken at the edges. Its broad metal tracks, with unstoppable force, relentlessly crush the rubble of broken concrete, twisted rebar, and scattered brick and stone beneath them, shattering it into smaller fragments, kicking up a cloud of dust with each rotation. As the tank surges forward, its massive hull heaving slightly as it rolls over the uneven ground, it plunges into a devastated city block. The charred, collapsed skeletons of buildings flank the streets, their shattered windows staring out at the devastation like hollow eyes. The sky is shrouded in thick gray smoke, casting a dim and oppressive diffuse light. The dominant tones of the painting are icy grays and earth tones, punctuated only by the occasional flash of rusty red on the twisted rebar. The entire scene is imbued with a sense of primal, violent power, creating an apocalyptic, suffocating atmosphere of tension.",
+ "seed": 1347,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_12/index_7027_seed_1347_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 3.375,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 9.5,
+ "avg": 9.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "powerful low-angle tracking shot follows the tank, its camera close to the ground, panning right in sync with a heavy main battle tank. The tank's heavy olive-green armor is coated in a thick layer of dried mud and crisscrossed with metal scratches, leaving mottled marks on the turret and hull, with some armor plates even chipped and broken at the edges. Its broad metal tracks, with unstoppable force, relentlessly crush the rubble of broken concrete, twisted rebar, and scattered brick and stone beneath them, shattering it into smaller fragments, kicking up a cloud of dust with each rotation. As the tank surges forward, its massive hull heaving slightly as it rolls over the uneven ground, it plunges into a devastated city block. The charred, collapsed skeletons of buildings flank the streets, their shattered windows staring out at the devastation like hollow eyes. The sky is shrouded in thick gray smoke, casting a dim and oppressive diffuse light. The dominant tones of the painting are icy grays and earth tones, punctuated only by the occasional flash of rusty red on the twisted rebar. The entire scene is imbued with a sense of primal, violent power, creating an apocalyptic, suffocating atmosphere of tension.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful low-angle tracking shot following a heavy main battle tank through a devastated urban landscape. Key elements include a low camera angle near the ground, a rightward pan, visible mud and scratches on armor, tracks interacting with rubble, dust clouds, forward movement, and a bleak apocalyptic mood. The video largely adheres to these cues, though some details are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable compression artifacts and some color desaturation. The tank remains identifiable across frames, yet fine surface textures and distant debris are not consistently crisp. Lighting and contrast are generally stable, and there are no major distortions or abrupt frame-to-frame changes, but the overall fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The sequence presents a low-angle tracking shot, a rightward pan, and a heavily armored tank moving through a war-torn environment with rubble and dust. The core elements—powerful motion, urban destruction, and oppressive atmosphere—are well captured. Some finer details (e.g., exact texture fidelity of mud, precise track deformation, or subtle lighting nuances) are present but not exhaustively realized, leaving minor gaps between description and depiction.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene conveys plausible interaction between the tank and the terrain, with believable scale and motion. However, certain micro-physics cues—such as the degree of track compression, debris displacement, and dust dynamics under rapid movement—are not fully convincing, indicating room for improvement in physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.375,
+ "MQ": 3.28125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful low-angle tracking shot following a heavy main battle tank through a devastated urban landscape. Key elements include a low camera angle near the ground, a rightward pan, visible mud and scratches on armor, tracks interacting with rubble, dust clouds, forward movement, and a bleak apocalyptic mood. The video largely adheres to these cues, though some details are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable compression artifacts and some color desaturation. The tank remains identifiable across frames, yet fine surface textures and distant debris are not consistently crisp. Lighting and contrast are generally stable, and there are no major distortions or abrupt frame-to-frame changes, but the overall fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The sequence presents a low-angle tracking shot, a rightward pan, and a heavily armored tank moving through a war-torn environment with rubble and dust. The core elements—powerful motion, urban destruction, and oppressive atmosphere—are well captured. Some finer details (e.g., exact texture fidelity of mud, precise track deformation, or subtle lighting nuances) are present but not exhaustively realized, leaving minor gaps between description and depiction.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene conveys plausible interaction between the tank and the terrain, with believable scale and motion. However, certain micro-physics cues—such as the degree of track compression, debris displacement, and dust dynamics under rapid movement—are not fully convincing, indicating room for improvement in physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_13/index_tensor([3343, 3343])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_13/index_tensor([3343, 3343])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8431aa04dbda804cf40f0bbb1036011475f1720
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_13/index_tensor([3343, 3343])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 16089,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_13/index_3343_seed_16089_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 2.40625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.125,
+ "avg": 8.140625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly low-angle close-up captures a realistic pigeon standing on a sun-bleached, richly textured concrete sidewalk. Every detail of the bird is rendered with exquisite clarity: its iridescent neck feathers shimmer with metallic purple and green hues in the midday sun, its plump gray body feathers are perfectly contoured, and its brilliant red-orange eyes have a sharp, intelligent glint. Its pink, scaly feet firmly grip the rough concrete surface, which is marked by hairline cracks and tiny embedded pebbles. The scene pauses for a moment in perfect silence before the transformation begins, subtle at first. The tips of the wing feathers begin to fray, becoming not wisps but tiny, glowing points of light. This deconstruction process steadily and deliberately accelerates, flowing through the pigeon's body like a stream of water. Its solid form loses cohesion, its physical structure disintegrating into a swirling, rising cloud of shimmering, iridescent particles. These particles, preserving the pigeon's original palette, radiate an ethereal inner light, catching direct sunlight and refracting it into a dazzling, kaleidoscopic display. The digital cloud of dust slowly drifted upwards and dissipated into the warm, bright air, leaving behind only a desolate, empty expanse of concrete where the bird once stood, creating an atmosphere of surreal, quietly magical atmosphere.",
+ "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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle close-up of a realistic pigeon on a sun-bleached concrete sidewalk, with a detailed, high-fidelity rendering of plumage, lighting, and motion as the bird undergoes a transformative sequence into a luminous, ethereal cloud of particles. The core elements—pigeon, concrete texture, and a progressive metamorphosis under bright light—are present in spirit, but the execution does not fully realize the dramatic transformation described.\n\nVisual Quality Analysis:\nOverall, the visuals are moderate in quality. The early frames show decent detail and natural coloration, but there is noticeable degradation in the later portions, including mild blur and some color shifts that reduce clarity. The transition from a solid bird to a luminous cloud is suggested but not consistently convincing across the sequence, resulting in a mid-range visual impression rather than a pristine, high-fidelity render.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video captures several key aspects (pigeon presence, close-up framing, sunlit concrete setting, and a hint of transformation). However, the central metamorphosis into shimmering particles is not convincingly realized, and the overall progression lacks full coherence with the described sequence. The result reflects a moderate level of alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in how the transformation is depicted. The bird’s form remains largely intact while the intended disintegration into particles is not convincingly demonstrated, and the timing and dynamics do not align with plausible physical behavior. This yields a low-to-moderate assessment of common-sense consistency, indicating clear gaps between the concept and its visual realization.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 2.40625,
+ "MQ": 2.84375,
+ "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 static, slightly low-angle close-up of a realistic pigeon on a sun-bleached concrete sidewalk, with a detailed, high-fidelity rendering of plumage, lighting, and motion as the bird undergoes a transformative sequence into a luminous, ethereal cloud of particles. The core elements—pigeon, concrete texture, and a progressive metamorphosis under bright light—are present in spirit, but the execution does not fully realize the dramatic transformation described.\n\nVisual Quality Analysis:\nOverall, the visuals are moderate in quality. The early frames show decent detail and natural coloration, but there is noticeable degradation in the later portions, including mild blur and some color shifts that reduce clarity. The transition from a solid bird to a luminous cloud is suggested but not consistently convincing across the sequence, resulting in a mid-range visual impression rather than a pristine, high-fidelity render.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video captures several key aspects (pigeon presence, close-up framing, sunlit concrete setting, and a hint of transformation). However, the central metamorphosis into shimmering particles is not convincingly realized, and the overall progression lacks full coherence with the described sequence. The result reflects a moderate level of alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in how the transformation is depicted. The bird’s form remains largely intact while the intended disintegration into particles is not convincingly demonstrated, and the timing and dynamics do not align with plausible physical behavior. This yields a low-to-moderate assessment of common-sense consistency, indicating clear gaps between the concept and its visual realization.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "static, slightly low-angle close-up captures a realistic pigeon standing on a sun-bleached, richly textured concrete sidewalk. Every detail of the bird is rendered with exquisite clarity: its iridescent neck feathers shimmer with metallic purple and green hues in the midday sun, its plump gray body feathers are perfectly contoured, and its brilliant red-orange eyes have a sharp, intelligent glint. Its pink, scaly feet firmly grip the rough concrete surface, which is marked by hairline cracks and tiny embedded pebbles. The scene pauses for a moment in perfect silence before the transformation begins, subtle at first. The tips of the wing feathers begin to fray, becoming not wisps but tiny, glowing points of light. This deconstruction process steadily and deliberately accelerates, flowing through the pigeon's body like a stream of water. Its solid form loses cohesion, its physical structure disintegrating into a swirling, rising cloud of shimmering, iridescent particles. These particles, preserving the pigeon's original palette, radiate an ethereal inner light, catching direct sunlight and refracting it into a dazzling, kaleidoscopic display. The digital cloud of dust slowly drifted upwards and dissipated into the warm, bright air, leaving behind only a desolate, empty expanse of concrete where the bird once stood, creating an atmosphere of surreal, quietly magical atmosphere.",
+ "seed": 16090,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_13/index_3343_seed_16090_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 2.703125,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.375,
+ "avg": 8.34375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly low-angle close-up captures a realistic pigeon standing on a sun-bleached, richly textured concrete sidewalk. Every detail of the bird is rendered with exquisite clarity: its iridescent neck feathers shimmer with metallic purple and green hues in the midday sun, its plump gray body feathers are perfectly contoured, and its brilliant red-orange eyes have a sharp, intelligent glint. Its pink, scaly feet firmly grip the rough concrete surface, which is marked by hairline cracks and tiny embedded pebbles. The scene pauses for a moment in perfect silence before the transformation begins, subtle at first. The tips of the wing feathers begin to fray, becoming not wisps but tiny, glowing points of light. This deconstruction process steadily and deliberately accelerates, flowing through the pigeon's body like a stream of water. Its solid form loses cohesion, its physical structure disintegrating into a swirling, rising cloud of shimmering, iridescent particles. These particles, preserving the pigeon's original palette, radiate an ethereal inner light, catching direct sunlight and refracting it into a dazzling, kaleidoscopic display. The digital cloud of dust slowly drifted upwards and dissipated into the warm, bright air, leaving behind only a desolate, empty expanse of concrete where the bird once stood, creating an atmosphere of surreal, quietly magical atmosphere.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle close-up of a realistic pigeon on a sun-bleached concrete sidewalk, with a detailed, high-fidelity rendering of the bird's features. It then outlines a gradual transformation where wing feathers fray, the body disassembles into shimmering particles, and a digital cloud dissipates into the air, leaving an empty concrete space and a surreal, magical atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent clarity and color fidelity in most shots, with the bird clearly visible and well-defined. However, there are notable issues that temper the overall impression: a few frames exhibit unusual lighting or color shifts, and the later frames show particle effects that can appear artificial or inconsistent with the scene. While the sequence remains readable and coherent, these artifacts prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a static close-up of a pigeon on a sunlit concrete surface with detailed feather textures and eye characteristics, and the progressive transformation into a cloud of shimmering particles. The core narrative and progression align well with the description, though some fine-grained details may vary across frames.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The bird’s anatomy and its interaction with the concrete surface are generally plausible, and the particle transformation follows a believable sequence. Nevertheless, there are occasional inconsistencies in lighting, shadow behavior, and the timing of the disintegration that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 2.703125,
+ "MQ": 2.78125,
+ "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 static, slightly low-angle close-up of a realistic pigeon on a sun-bleached concrete sidewalk, with a detailed, high-fidelity rendering of the bird's features. It then outlines a gradual transformation where wing feathers fray, the body disassembles into shimmering particles, and a digital cloud dissipates into the air, leaving an empty concrete space and a surreal, magical atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent clarity and color fidelity in most shots, with the bird clearly visible and well-defined. However, there are notable issues that temper the overall impression: a few frames exhibit unusual lighting or color shifts, and the later frames show particle effects that can appear artificial or inconsistent with the scene. While the sequence remains readable and coherent, these artifacts prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a static close-up of a pigeon on a sunlit concrete surface with detailed feather textures and eye characteristics, and the progressive transformation into a cloud of shimmering particles. The core narrative and progression align well with the description, though some fine-grained details may vary across frames.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The bird’s anatomy and its interaction with the concrete surface are generally plausible, and the particle transformation follows a believable sequence. Nevertheless, there are occasional inconsistencies in lighting, shadow behavior, and the timing of the disintegration that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, slightly low-angle close-up captures a realistic pigeon standing on a sun-bleached, richly textured concrete sidewalk. Every detail of the bird is rendered with exquisite clarity: its iridescent neck feathers shimmer with metallic purple and green hues in the midday sun, its plump gray body feathers are perfectly contoured, and its brilliant red-orange eyes have a sharp, intelligent glint. Its pink, scaly feet firmly grip the rough concrete surface, which is marked by hairline cracks and tiny embedded pebbles. The scene pauses for a moment in perfect silence before the transformation begins, subtle at first. The tips of the wing feathers begin to fray, becoming not wisps but tiny, glowing points of light. This deconstruction process steadily and deliberately accelerates, flowing through the pigeon's body like a stream of water. Its solid form loses cohesion, its physical structure disintegrating into a swirling, rising cloud of shimmering, iridescent particles. These particles, preserving the pigeon's original palette, radiate an ethereal inner light, catching direct sunlight and refracting it into a dazzling, kaleidoscopic display. The digital cloud of dust slowly drifted upwards and dissipated into the warm, bright air, leaving behind only a desolate, empty expanse of concrete where the bird once stood, creating an atmosphere of surreal, quietly magical atmosphere.",
+ "seed": 16091,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_13/index_3343_seed_16091_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.71875,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.3125,
+ "avg": 8.3125,
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly low-angle close-up captures a realistic pigeon standing on a sun-bleached, richly textured concrete sidewalk. Every detail of the bird is rendered with exquisite clarity: its iridescent neck feathers shimmer with metallic purple and green hues in the midday sun, its plump gray body feathers are perfectly contoured, and its brilliant red-orange eyes have a sharp, intelligent glint. Its pink, scaly feet firmly grip the rough concrete surface, which is marked by hairline cracks and tiny embedded pebbles. The scene pauses for a moment in perfect silence before the transformation begins, subtle at first. The tips of the wing feathers begin to fray, becoming not wisps but tiny, glowing points of light. This deconstruction process steadily and deliberately accelerates, flowing through the pigeon's body like a stream of water. Its solid form loses cohesion, its physical structure disintegrating into a swirling, rising cloud of shimmering, iridescent particles. These particles, preserving the pigeon's original palette, radiate an ethereal inner light, catching direct sunlight and refracting it into a dazzling, kaleidoscopic display. The digital cloud of dust slowly drifted upwards and dissipated into the warm, bright air, leaving behind only a desolate, empty expanse of concrete where the bird once stood, creating an atmosphere of surreal, quietly magical atmosphere.",
+ "token_credit_reward": 8.3125,
+ "selected_reward": 8.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle close-up of a realistic pigeon on a sun-bleached concrete sidewalk, with detailed feather rendering and a transformative sequence where the bird gradually disassembles into shimmering particles and an ethereal cloud, culminating in a desolate, empty concrete space.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The early frames show reasonable clarity and texture, but there is noticeable degradation toward the end, including some distortion and color shifts that reduce realism. The transition from bird to particle cloud is present but not consistently smooth across all frames, resulting in a middling overall impression rather than high-fidelity rendering.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as the close-up pigeon, the sunlit setting, and the particle-cloud transformation, but certain aspects—most notably the precise eye color and the exact timing and progression of the disassembly—are not faithfully reproduced. Overall, the alignment sits in the middle range.\n\nPhysical/Common-sense Consistency:\nThe sequence follows a plausible artistic progression, but there are inconsistencies in physical plausibility (e.g., abrupt color changes and nonstandard motion) that prevent full coherence. The depiction remains coherent enough to be recognizable as a stylized interpretation rather than strict 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": 2.8125,
+ "MQ": 2.78125,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle close-up of a realistic pigeon on a sun-bleached concrete sidewalk, with detailed feather rendering and a transformative sequence where the bird gradually disassembles into shimmering particles and an ethereal cloud, culminating in a desolate, empty concrete space.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The early frames show reasonable clarity and texture, but there is noticeable degradation toward the end, including some distortion and color shifts that reduce realism. The transition from bird to particle cloud is present but not consistently smooth across all frames, resulting in a middling overall impression rather than high-fidelity rendering.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as the close-up pigeon, the sunlit setting, and the particle-cloud transformation, but certain aspects—most notably the precise eye color and the exact timing and progression of the disassembly—are not faithfully reproduced. Overall, the alignment sits in the middle range.\n\nPhysical/Common-sense Consistency:\nThe sequence follows a plausible artistic progression, but there are inconsistencies in physical plausibility (e.g., abrupt color changes and nonstandard motion) that prevent full coherence. The depiction remains coherent enough to be recognizable as a stylized interpretation rather than strict 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": 16092,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_13/index_3343_seed_16092_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "question": "static, slightly low-angle close-up captures a realistic pigeon standing on a sun-bleached, richly textured concrete sidewalk. Every detail of the bird is rendered with exquisite clarity: its iridescent neck feathers shimmer with metallic purple and green hues in the midday sun, its plump gray body feathers are perfectly contoured, and its brilliant red-orange eyes have a sharp, intelligent glint. Its pink, scaly feet firmly grip the rough concrete surface, which is marked by hairline cracks and tiny embedded pebbles. The scene pauses for a moment in perfect silence before the transformation begins, subtle at first. The tips of the wing feathers begin to fray, becoming not wisps but tiny, glowing points of light. This deconstruction process steadily and deliberately accelerates, flowing through the pigeon's body like a stream of water. Its solid form loses cohesion, its physical structure disintegrating into a swirling, rising cloud of shimmering, iridescent particles. These particles, preserving the pigeon's original palette, radiate an ethereal inner light, catching direct sunlight and refracting it into a dazzling, kaleidoscopic display. The digital cloud of dust slowly drifted upwards and dissipated into the warm, bright air, leaving behind only a desolate, empty expanse of concrete where the bird once stood, creating an atmosphere of surreal, quietly magical 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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle close-up of a realistic pigeon on a sun-bleached concrete sidewalk, with a detailed description of the bird's appearance and a transformative sequence where the pigeon gradually disassembles into shimmering, iridescent particles that rise and dissipate, leaving behind an ethereal, desolate concrete landscape.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear rendering of the pigeon's plumage, with natural lighting and believable textures. However, there are occasional minor artifacts and slight color or edge inconsistencies that prevent a higher rating. The transition sequence introduces particle effects that are visually engaging but do not reach high-fidelity realism throughout; some frames show mild artifacting during the transformation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a static close-up of a pigeon on a sunlit concrete surface, with visible feather details and eye characteristics, and a gradual disassembly into iridescent particles. The ethereal, luminous progression and the final desolate concrete backdrop align well with the described atmosphere. A few minor deviations exist in timing or particle dynamics, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The bird's anatomy and interaction with the ground appear plausible, and the particle transformation follows a coherent, if fantastical, logic. While the sequence remains internally consistent within its imaginative framework, there are small inconsistencies in how the particles interact with light and gravity across frames, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 2.71875,
+ "MQ": 2.875,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle close-up of a realistic pigeon on a sun-bleached concrete sidewalk, with a detailed description of the bird's appearance and a transformative sequence where the pigeon gradually disassembles into shimmering, iridescent particles that rise and dissipate, leaving behind an ethereal, desolate concrete landscape.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear rendering of the pigeon's plumage, with natural lighting and believable textures. However, there are occasional minor artifacts and slight color or edge inconsistencies that prevent a higher rating. The transition sequence introduces particle effects that are visually engaging but do not reach high-fidelity realism throughout; some frames show mild artifacting during the transformation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a static close-up of a pigeon on a sunlit concrete surface, with visible feather details and eye characteristics, and a gradual disassembly into iridescent particles. The ethereal, luminous progression and the final desolate concrete backdrop align well with the described atmosphere. A few minor deviations exist in timing or particle dynamics, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The bird's anatomy and interaction with the ground appear plausible, and the particle transformation follows a coherent, if fantastical, logic. While the sequence remains internally consistent within its imaginative framework, there are small inconsistencies in how the particles interact with light and gravity across frames, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_14/index_tensor([3777, 3777])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_14/index_tensor([3777, 3777])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..558e2e15b7bf8f1f2d8b11c503f46d108e0beee5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_14/index_tensor([3777, 3777])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a fluid tracking shot, the camera, at a slightly upward angle, closely follows a carved dragon eaves that has just been torn from a magnificent celestial residence atop a sea of clouds. The eaves are meticulously carved from dark, ancient wood. The auspicious dragon perched atop it is ferocious and majestic, each scale meticulously detailed. The remaining gilt glimmers with a last, faint, poignant glow in the sky dimmed by the impact of a mysterious force. As it streaks across the sky, the camera captures its slow, uncontrolled tumbling. Cracks in the wooden structure, caused by the immense stress, continue to spread, and tiny wood chips and dust peel away from the dragon's head, scattering in the thin air. In the background, the once-grand immortal residence undergoes a silent yet violent collapse: the vast white jade walls shatter like icebergs, shattering into countless gleaming crystals. Swathes of blue glazed tiles, unsupported, cascade down like a bursting dam, creating a magnificent yet deadly blue rainstorm. Along with countless shattered pavilions, towers, and jade railings, they plummet into the bottomless, swirling sea of clouds below. The entire scene is shrouded in a cold and saturated hue: the pure white of the shattered jade, the royal blue of the glazed tiles, and the dark brown of the ancient trees. Light penetrates the turbulent clouds, casting a cacophony of light and shadow, creating a supremely tragic elegy imbued with the charm of classical Chinese immortal chivalry, imbued with a tragic beauty amidst destruction.",
+ "seed": 11912,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_14/index_3777_seed_11912_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.28125,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.1875,
+ "avg": 8.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a fluid tracking shot, the camera, at a slightly upward angle, closely follows a carved dragon eaves that has just been torn from a magnificent celestial residence atop a sea of clouds. The eaves are meticulously carved from dark, ancient wood. The auspicious dragon perched atop it is ferocious and majestic, each scale meticulously detailed. The remaining gilt glimmers with a last, faint, poignant glow in the sky dimmed by the impact of a mysterious force. As it streaks across the sky, the camera captures its slow, uncontrolled tumbling. Cracks in the wooden structure, caused by the immense stress, continue to spread, and tiny wood chips and dust peel away from the dragon's head, scattering in the thin air. In the background, the once-grand immortal residence undergoes a silent yet violent collapse: the vast white jade walls shatter like icebergs, shattering into countless gleaming crystals. Swathes of blue glazed tiles, unsupported, cascade down like a bursting dam, creating a magnificent yet deadly blue rainstorm. Along with countless shattered pavilions, towers, and jade railings, they plummet into the bottomless, swirling sea of clouds below. The entire scene is shrouded in a cold and saturated hue: the pure white of the shattered jade, the royal blue of the glazed tiles, and the dark brown of the ancient trees. Light penetrates the turbulent clouds, casting a cacophony of light and shadow, creating a supremely tragic elegy imbued with the charm of classical Chinese immortal chivalry, imbued with a tragic beauty amidst destruction.",
+ "token_credit_reward": 8.1875,
+ "selected_reward": 8.1875,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene involving a carved dragon eaves torn from a magnificent celestial residence atop a sea of clouds, with a ferocious dragon, meticulous scales, and a sequence of destruction including cracks spreading, wood chips scattering, and a collapsing, blue-rainstorm-like environment. The overall mood is cold and saturated, with light penetrating turbulent clouds to cast a tragic, classical Chinese-immortal-chivalry aesthetic.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional soft areas and minor artifacts. The dragon and architectural elements remain identifiable, and color grading supports the intended cold, blue-dominated palette. Lighting and contrast are generally consistent, though some frames show slight inconsistencies. The sequence remains coherent, but the imagery does not reach high-fidelity detail or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes a dragon motif and a blue-tinted environment, but several key prompt elements are underrepresented or missing: the dragon appears stationary rather than flying, there is no evident tracking shot, and the described dynamic sequence (cracking, scattering, and a collapsing structure) is not convincingly realized. The result reflects a moderate level of fidelity to the prompt, with important narrative and motion aspects not fully captured.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the dragon sits on a traditional roof, and the blue-tiled structures are coherent within a mythic setting. However, the expected dramatic dynamics—rapid motion, structural collapse, and environmental disruption—are not convincingly depicted, yielding only moderate consistency with common-sense expectations.\n\nGround-truth scores indicate a balanced, mid-range performance across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.28125,
+ "TA": 2.96875,
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene involving a carved dragon eaves torn from a magnificent celestial residence atop a sea of clouds, with a ferocious dragon, meticulous scales, and a sequence of destruction including cracks spreading, wood chips scattering, and a collapsing, blue-rainstorm-like environment. The overall mood is cold and saturated, with light penetrating turbulent clouds to cast a tragic, classical Chinese-immortal-chivalry aesthetic.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional soft areas and minor artifacts. The dragon and architectural elements remain identifiable, and color grading supports the intended cold, blue-dominated palette. Lighting and contrast are generally consistent, though some frames show slight inconsistencies. The sequence remains coherent, but the imagery does not reach high-fidelity detail or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes a dragon motif and a blue-tinted environment, but several key prompt elements are underrepresented or missing: the dragon appears stationary rather than flying, there is no evident tracking shot, and the described dynamic sequence (cracking, scattering, and a collapsing structure) is not convincingly realized. The result reflects a moderate level of fidelity to the prompt, with important narrative and motion aspects not fully captured.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the dragon sits on a traditional roof, and the blue-tiled structures are coherent within a mythic setting. However, the expected dramatic dynamics—rapid motion, structural collapse, and environmental disruption—are not convincingly depicted, yielding only moderate consistency with common-sense expectations.\n\nGround-truth scores indicate a balanced, mid-range performance across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 11913,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_14/index_3777_seed_11913_dp_28_rank_56_sample_1_slot_1.mp4",
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+ "question": "In a fluid tracking shot, the camera, at a slightly upward angle, closely follows a carved dragon eaves that has just been torn from a magnificent celestial residence atop a sea of clouds. The eaves are meticulously carved from dark, ancient wood. The auspicious dragon perched atop it is ferocious and majestic, each scale meticulously detailed. The remaining gilt glimmers with a last, faint, poignant glow in the sky dimmed by the impact of a mysterious force. As it streaks across the sky, the camera captures its slow, uncontrolled tumbling. Cracks in the wooden structure, caused by the immense stress, continue to spread, and tiny wood chips and dust peel away from the dragon's head, scattering in the thin air. In the background, the once-grand immortal residence undergoes a silent yet violent collapse: the vast white jade walls shatter like icebergs, shattering into countless gleaming crystals. Swathes of blue glazed tiles, unsupported, cascade down like a bursting dam, creating a magnificent yet deadly blue rainstorm. Along with countless shattered pavilions, towers, and jade railings, they plummet into the bottomless, swirling sea of clouds below. The entire scene is shrouded in a cold and saturated hue: the pure white of the shattered jade, the royal blue of the glazed tiles, and the dark brown of the ancient trees. Light penetrates the turbulent clouds, casting a cacophony of light and shadow, creating a supremely tragic elegy imbued with the charm of classical Chinese immortal chivalry, imbued with a tragic beauty amidst destruction.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene involving a carved dragon eaves from a magnificent celestial residence atop a sea of clouds, with the eaves breaking off and the dragon flying through the sky as the camera tracks it. The sequence should include a slow, uncontrolled tumble, visible cracks in the wooden structure, and a background of a collapsing, blue-rainstormed palace with white jade walls and blue-glazed tiles cascading in a chaotic destruction. The overall mood is a cold, tragic elegy with classical Chinese mythic aesthetics.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The resolution is acceptable but not high, and there are occasional soft areas and mild motion blur during action. Lighting and color grading convey a cold, atmospheric tone, but some frames show uneven contrast and minor artifacting. The dragon and architectural elements remain identifiable, though fine details can be blurred during rapid motion. Transitions between frames are generally smooth, with no pervasive distortions or severe rendering failures. In sum, the video presents a coherent but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt, including a dragon motif, a tracking-like camera movement, and a blue-tinted, cloud-filled environment with a sense of destruction. However, key prompt specifics are underrepresented or ambiguous: the exact nature of the “sea of clouds” backdrop is not clearly established, and the depiction of a “mysterious force” causing the breakage is not strongly conveyed. The sequence does not consistently demonstrate the described slow, uncontrolled tumble, and the dynamic interactions among the dragon, the eaves, and the background are only partially realized. Overall, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThere are notable gaps in physical realism. The dragon’s flight and the supposed structural failure do not always follow plausible dynamics; some motions feel abrupt or inconsistent with expected inertia, gravity, and material response. While stylized effects are present, they occasionally clash with basic common-sense expectations (e.g., how forces would act on a large wooden structure during a breakage). The result is a scene that reads as visually intriguing but with limited physical coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.203125,
+ "TA": 3.203125,
+ "MQ": 2.78125,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene involving a carved dragon eaves from a magnificent celestial residence atop a sea of clouds, with the eaves breaking off and the dragon flying through the sky as the camera tracks it. The sequence should include a slow, uncontrolled tumble, visible cracks in the wooden structure, and a background of a collapsing, blue-rainstormed palace with white jade walls and blue-glazed tiles cascading in a chaotic destruction. The overall mood is a cold, tragic elegy with classical Chinese mythic aesthetics.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The resolution is acceptable but not high, and there are occasional soft areas and mild motion blur during action. Lighting and color grading convey a cold, atmospheric tone, but some frames show uneven contrast and minor artifacting. The dragon and architectural elements remain identifiable, though fine details can be blurred during rapid motion. Transitions between frames are generally smooth, with no pervasive distortions or severe rendering failures. In sum, the video presents a coherent but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt, including a dragon motif, a tracking-like camera movement, and a blue-tinted, cloud-filled environment with a sense of destruction. However, key prompt specifics are underrepresented or ambiguous: the exact nature of the “sea of clouds” backdrop is not clearly established, and the depiction of a “mysterious force” causing the breakage is not strongly conveyed. The sequence does not consistently demonstrate the described slow, uncontrolled tumble, and the dynamic interactions among the dragon, the eaves, and the background are only partially realized. Overall, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThere are notable gaps in physical realism. The dragon’s flight and the supposed structural failure do not always follow plausible dynamics; some motions feel abrupt or inconsistent with expected inertia, gravity, and material response. While stylized effects are present, they occasionally clash with basic common-sense expectations (e.g., how forces would act on a large wooden structure during a breakage). The result is a scene that reads as visually intriguing but with limited physical coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "In a fluid tracking shot, the camera, at a slightly upward angle, closely follows a carved dragon eaves that has just been torn from a magnificent celestial residence atop a sea of clouds. The eaves are meticulously carved from dark, ancient wood. The auspicious dragon perched atop it is ferocious and majestic, each scale meticulously detailed. The remaining gilt glimmers with a last, faint, poignant glow in the sky dimmed by the impact of a mysterious force. As it streaks across the sky, the camera captures its slow, uncontrolled tumbling. Cracks in the wooden structure, caused by the immense stress, continue to spread, and tiny wood chips and dust peel away from the dragon's head, scattering in the thin air. In the background, the once-grand immortal residence undergoes a silent yet violent collapse: the vast white jade walls shatter like icebergs, shattering into countless gleaming crystals. Swathes of blue glazed tiles, unsupported, cascade down like a bursting dam, creating a magnificent yet deadly blue rainstorm. Along with countless shattered pavilions, towers, and jade railings, they plummet into the bottomless, swirling sea of clouds below. The entire scene is shrouded in a cold and saturated hue: the pure white of the shattered jade, the royal blue of the glazed tiles, and the dark brown of the ancient trees. Light penetrates the turbulent clouds, casting a cacophony of light and shadow, creating a supremely tragic elegy imbued with the charm of classical Chinese immortal chivalry, imbued with a tragic beauty amidst destruction.",
+ "seed": 11914,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_14/index_3777_seed_11914_dp_29_rank_58_sample_2_slot_0.mp4",
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+ "question": "In a fluid tracking shot, the camera, at a slightly upward angle, closely follows a carved dragon eaves that has just been torn from a magnificent celestial residence atop a sea of clouds. The eaves are meticulously carved from dark, ancient wood. The auspicious dragon perched atop it is ferocious and majestic, each scale meticulously detailed. The remaining gilt glimmers with a last, faint, poignant glow in the sky dimmed by the impact of a mysterious force. As it streaks across the sky, the camera captures its slow, uncontrolled tumbling. Cracks in the wooden structure, caused by the immense stress, continue to spread, and tiny wood chips and dust peel away from the dragon's head, scattering in the thin air. In the background, the once-grand immortal residence undergoes a silent yet violent collapse: the vast white jade walls shatter like icebergs, shattering into countless gleaming crystals. Swathes of blue glazed tiles, unsupported, cascade down like a bursting dam, creating a magnificent yet deadly blue rainstorm. Along with countless shattered pavilions, towers, and jade railings, they plummet into the bottomless, swirling sea of clouds below. The entire scene is shrouded in a cold and saturated hue: the pure white of the shattered jade, the royal blue of the glazed tiles, and the dark brown of the ancient trees. Light penetrates the turbulent clouds, casting a cacophony of light and shadow, creating a supremely tragic elegy imbued with the charm of classical Chinese immortal chivalry, imbued with a tragic beauty amidst destruction.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene involving a carved dragon eaves from a magnificent celestial residence atop a sea of clouds, with a fluid tracking shot following the eaves as they detach and fall amid destruction. The sequence should include a carved dragon, a white jade/white architectural setting, blue/glossy tiles, a blue rainstorm of cascading elements, and a final chaotic collapse with a cold, saturated palette and light penetrating the clouds.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The frames show recognizable traditional architecture and a dragon motif, but there are noticeable artifacts and some blurring that reduce sharpness. The color grading is consistent with a cool, muted palette, and lighting remains coherent across shots. Transitions between frames are generally smooth, though occasional minor distortions appear. In sum, the video presents a mid-range level of visual fidelity rather than high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes a dragon motif and a white architectural setting, but several key elements are underrepresented or missing: the blue rainstorm effect, the explicit depiction of the dragon being torn from the eaves, and the dynamic sequence of a gradual collapse. The camera motion is present but does not convincingly realize the described fluid tracking shot. Overall, the alignment sits at a moderate level, capturing some aspects while omitting others.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: gravity acts on falling elements, debris follows reasonable trajectories, and architectural features remain structurally coherent within the depicted context. There are no glaring violations of basic physics, though stylization and some effects (e.g., uniform scale of debris) introduce mild deviations from strict 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": 2.234375,
+ "TA": 2.46875,
+ "MQ": 2.953125,
+ "Overall": 7.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene involving a carved dragon eaves from a magnificent celestial residence atop a sea of clouds, with a fluid tracking shot following the eaves as they detach and fall amid destruction. The sequence should include a carved dragon, a white jade/white architectural setting, blue/glossy tiles, a blue rainstorm of cascading elements, and a final chaotic collapse with a cold, saturated palette and light penetrating the clouds.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The frames show recognizable traditional architecture and a dragon motif, but there are noticeable artifacts and some blurring that reduce sharpness. The color grading is consistent with a cool, muted palette, and lighting remains coherent across shots. Transitions between frames are generally smooth, though occasional minor distortions appear. In sum, the video presents a mid-range level of visual fidelity rather than high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes a dragon motif and a white architectural setting, but several key elements are underrepresented or missing: the blue rainstorm effect, the explicit depiction of the dragon being torn from the eaves, and the dynamic sequence of a gradual collapse. The camera motion is present but does not convincingly realize the described fluid tracking shot. Overall, the alignment sits at a moderate level, capturing some aspects while omitting others.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: gravity acts on falling elements, debris follows reasonable trajectories, and architectural features remain structurally coherent within the depicted context. There are no glaring violations of basic physics, though stylization and some effects (e.g., uniform scale of debris) introduce mild deviations from strict 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": "In a fluid tracking shot, the camera, at a slightly upward angle, closely follows a carved dragon eaves that has just been torn from a magnificent celestial residence atop a sea of clouds. The eaves are meticulously carved from dark, ancient wood. The auspicious dragon perched atop it is ferocious and majestic, each scale meticulously detailed. The remaining gilt glimmers with a last, faint, poignant glow in the sky dimmed by the impact of a mysterious force. As it streaks across the sky, the camera captures its slow, uncontrolled tumbling. Cracks in the wooden structure, caused by the immense stress, continue to spread, and tiny wood chips and dust peel away from the dragon's head, scattering in the thin air. In the background, the once-grand immortal residence undergoes a silent yet violent collapse: the vast white jade walls shatter like icebergs, shattering into countless gleaming crystals. Swathes of blue glazed tiles, unsupported, cascade down like a bursting dam, creating a magnificent yet deadly blue rainstorm. Along with countless shattered pavilions, towers, and jade railings, they plummet into the bottomless, swirling sea of clouds below. The entire scene is shrouded in a cold and saturated hue: the pure white of the shattered jade, the royal blue of the glazed tiles, and the dark brown of the ancient trees. Light penetrates the turbulent clouds, casting a cacophony of light and shadow, creating a supremely tragic elegy imbued with the charm of classical Chinese immortal chivalry, imbued with a tragic beauty amidst destruction.",
+ "seed": 11915,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_14/index_3777_seed_11915_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 8.0625,
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+ "question": "In a fluid tracking shot, the camera, at a slightly upward angle, closely follows a carved dragon eaves that has just been torn from a magnificent celestial residence atop a sea of clouds. The eaves are meticulously carved from dark, ancient wood. The auspicious dragon perched atop it is ferocious and majestic, each scale meticulously detailed. The remaining gilt glimmers with a last, faint, poignant glow in the sky dimmed by the impact of a mysterious force. As it streaks across the sky, the camera captures its slow, uncontrolled tumbling. Cracks in the wooden structure, caused by the immense stress, continue to spread, and tiny wood chips and dust peel away from the dragon's head, scattering in the thin air. In the background, the once-grand immortal residence undergoes a silent yet violent collapse: the vast white jade walls shatter like icebergs, shattering into countless gleaming crystals. Swathes of blue glazed tiles, unsupported, cascade down like a bursting dam, creating a magnificent yet deadly blue rainstorm. Along with countless shattered pavilions, towers, and jade railings, they plummet into the bottomless, swirling sea of clouds below. The entire scene is shrouded in a cold and saturated hue: the pure white of the shattered jade, the royal blue of the glazed tiles, and the dark brown of the ancient trees. Light penetrates the turbulent clouds, casting a cacophony of light and shadow, creating a supremely tragic elegy imbued with the charm of classical Chinese immortal chivalry, imbued with a tragic beauty amidst destruction.",
+ "token_credit_reward": 8.0625,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene involving a carved dragon eave from a magnificent celestial residence atop a sea of clouds, with the eave breaking under a mysterious force, followed by a sequence of destruction including a blue rainstorm and a collapsing architectural landscape. The overall mood is one of classical Chinese mythic tragedy.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some artifacts. The dragon figure remains identifiable, but there are occasional distortions and mild blurring during motion. The background architecture is visible but not consistently sharp, and color grading yields a muted palette rather than a vivid, cinematic look. Overall, the visual quality is average (score 3).\n\nText-to-Video Alignment Assessment:\nThe video includes several elements from the prompt — a dragon motif, a traditional architectural setting, and a sense of destruction — but key aspects are not convincingly realized. The dragon appears more as a static or subtly moving element rather than a dynamically interacting force, and the depiction of a “sea of clouds” backdrop is not strongly established. The blue rainstorm and the full sequence of destruction are not clearly demonstrated throughout the footage. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThere are noticeable inconsistencies in how forces and debris move, with some motions appearing abrupt or non-physical relative to the scene’s gravity and material behavior. While the sequence hints at destruction, the dynamics do not consistently adhere to real-world physics, resulting in a low level of common-sense consistency (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.484375,
+ "TA": 2.71875,
+ "MQ": 2.875,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene involving a carved dragon eave from a magnificent celestial residence atop a sea of clouds, with the eave breaking under a mysterious force, followed by a sequence of destruction including a blue rainstorm and a collapsing architectural landscape. The overall mood is one of classical Chinese mythic tragedy.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some artifacts. The dragon figure remains identifiable, but there are occasional distortions and mild blurring during motion. The background architecture is visible but not consistently sharp, and color grading yields a muted palette rather than a vivid, cinematic look. Overall, the visual quality is average (score 3).\n\nText-to-Video Alignment Assessment:\nThe video includes several elements from the prompt — a dragon motif, a traditional architectural setting, and a sense of destruction — but key aspects are not convincingly realized. The dragon appears more as a static or subtly moving element rather than a dynamically interacting force, and the depiction of a “sea of clouds” backdrop is not strongly established. The blue rainstorm and the full sequence of destruction are not clearly demonstrated throughout the footage. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThere are noticeable inconsistencies in how forces and debris move, with some motions appearing abrupt or non-physical relative to the scene’s gravity and material behavior. While the sequence hints at destruction, the dynamics do not consistently adhere to real-world physics, resulting in a low level of common-sense consistency (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_15/index_tensor([6303, 6303])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_15/index_tensor([6303, 6303])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c4b7478a3461abdecc292575de22cb7fe378fac
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_15/index_tensor([6303, 6303])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "This static, eye-level medium close-up, rendered in a classic film noir style, focuses on a man with dark, sleek hair with a subtle sheen and a carefully groomed mustache. He sits, wearing a dark, tailored suit and a crisp tie whose fabric absorbs the limited light. The setting is a dimly lit room, the only distinctive background element being heavy, dark green curtains, whose deep folds create an abyss of shadow behind him. The scene is defined by its dramatic, high-contrast lighting; a harsh key light, likely originating from an off-screen source, carves his features out of the darkness, illuminating one side of his face while casting the other in deep shadow. His mouth is slightly open, his gaze intensely focused, suggesting he is in the midst of a weighty or secretive conversation. This deliberate composition emphasizes the stark interplay of light and dark, creating an atmosphere of tension and mystery, drawing the viewer's full attention to the man's enigmatic expression and the unspoken conspiracy at play.",
+ "seed": 21748,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_15/index_6303_seed_21748_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 4.03125,
+ "video_score2_mq": 3.546875,
+ "video_score2_overall": 11.125,
+ "avg": 11.09375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This static, eye-level medium close-up, rendered in a classic film noir style, focuses on a man with dark, sleek hair with a subtle sheen and a carefully groomed mustache. He sits, wearing a dark, tailored suit and a crisp tie whose fabric absorbs the limited light. The setting is a dimly lit room, the only distinctive background element being heavy, dark green curtains, whose deep folds create an abyss of shadow behind him. The scene is defined by its dramatic, high-contrast lighting; a harsh key light, likely originating from an off-screen source, carves his features out of the darkness, illuminating one side of his face while casting the other in deep shadow. His mouth is slightly open, his gaze intensely focused, suggesting he is in the midst of a weighty or secretive conversation. This deliberate composition emphasizes the stark interplay of light and dark, creating an atmosphere of tension and mystery, drawing the viewer's full attention to the man's enigmatic expression and the unspoken conspiracy at play.",
+ "token_credit_reward": 11.125,
+ "selected_reward": 11.125,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up in a classic film noir style focusing on a man with dark, sleek hair and a carefully groomed mustache, seated in a dark, tailored suit with a crisp tie. The setting is a dimly lit room with heavy, dark green curtains as the only distinctive background element. Dramatic, high-contrast lighting and a harsh key light from an off-screen source define the scene, with the mouth slightly open and intense focus. The overall composition emphasizes the stark interplay of light and dark to create tension and mystery.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial details, but there are occasional minor artifacts and slight color/contrast fluctuations that prevent a higher rating. The sequence remains stable with no major distortions, though it does not reach exceptional sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a man with dark, sleek hair and a mustache, wearing a dark suit with a crisp tie, in a dimly lit room with heavy dark green curtains, and a medium close-up framing. The off-screen key light and dramatic contrast are present, and the subject’s expression reads as focused. A few minor deviations exist (e.g., slight variations in curtain texture or lighting intensity), but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). Proportions, lighting behavior, and spatial relationships appear plausible and coherent across frames. There are no obvious anatomical or physical inconsistencies, and the scene maintains believable realism throughout.\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": 3.515625,
+ "TA": 4.03125,
+ "MQ": 3.546875,
+ "Overall": 11.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up in a classic film noir style focusing on a man with dark, sleek hair and a carefully groomed mustache, seated in a dark, tailored suit with a crisp tie. The setting is a dimly lit room with heavy, dark green curtains as the only distinctive background element. Dramatic, high-contrast lighting and a harsh key light from an off-screen source define the scene, with the mouth slightly open and intense focus. The overall composition emphasizes the stark interplay of light and dark to create tension and mystery.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial details, but there are occasional minor artifacts and slight color/contrast fluctuations that prevent a higher rating. The sequence remains stable with no major distortions, though it does not reach exceptional sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a man with dark, sleek hair and a mustache, wearing a dark suit with a crisp tie, in a dimly lit room with heavy dark green curtains, and a medium close-up framing. The off-screen key light and dramatic contrast are present, and the subject’s expression reads as focused. A few minor deviations exist (e.g., slight variations in curtain texture or lighting intensity), but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). Proportions, lighting behavior, and spatial relationships appear plausible and coherent across frames. There are no obvious anatomical or physical inconsistencies, and the scene maintains believable realism throughout.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "This static, eye-level medium close-up, rendered in a classic film noir style, focuses on a man with dark, sleek hair with a subtle sheen and a carefully groomed mustache. He sits, wearing a dark, tailored suit and a crisp tie whose fabric absorbs the limited light. The setting is a dimly lit room, the only distinctive background element being heavy, dark green curtains, whose deep folds create an abyss of shadow behind him. The scene is defined by its dramatic, high-contrast lighting; a harsh key light, likely originating from an off-screen source, carves his features out of the darkness, illuminating one side of his face while casting the other in deep shadow. His mouth is slightly open, his gaze intensely focused, suggesting he is in the midst of a weighty or secretive conversation. This deliberate composition emphasizes the stark interplay of light and dark, creating an atmosphere of tension and mystery, drawing the viewer's full attention to the man's enigmatic expression and the unspoken conspiracy at play.",
+ "seed": 21749,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_15/index_6303_seed_21749_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": 4.03125,
+ "video_score2_ta": 4.21875,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 12.3125,
+ "avg": 12.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
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+ "question": "This static, eye-level medium close-up, rendered in a classic film noir style, focuses on a man with dark, sleek hair with a subtle sheen and a carefully groomed mustache. He sits, wearing a dark, tailored suit and a crisp tie whose fabric absorbs the limited light. The setting is a dimly lit room, the only distinctive background element being heavy, dark green curtains, whose deep folds create an abyss of shadow behind him. The scene is defined by its dramatic, high-contrast lighting; a harsh key light, likely originating from an off-screen source, carves his features out of the darkness, illuminating one side of his face while casting the other in deep shadow. His mouth is slightly open, his gaze intensely focused, suggesting he is in the midst of a weighty or secretive conversation. This deliberate composition emphasizes the stark interplay of light and dark, creating an atmosphere of tension and mystery, drawing the viewer's full attention to the man's enigmatic expression and the unspoken conspiracy at play.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up in a classic film noir style focusing on a man with dark, sleek hair and a carefully groomed mustache, wearing a dark, tailored suit and a crisp tie, seated in a dimly lit room with heavy, dark green curtains and dramatic lighting. The scene is intended to emphasize light and shadow, producing a tense, mysterious mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is solid (score 4). The frames maintain good clarity and consistent rendering across shots, with no major distortions or artifacts. There may be occasional minor softness or slight noise in some frames, but these do not significantly detract from the viewing experience. The lighting remains stable and the color grading supports a noir aesthetic without introducing distracting inconsistencies.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the described subject, attire, and setting with faithful attention to the key details. The medium close-up framing, eye-level perspective, and the presence of a dark suit with a crisp tie are well captured. The dim environment and the heavy green curtains are represented, and the dramatic lighting reinforces the noir mood. Minor deviations exist in the exact intensity of the lighting and the precise timing of mouth movements, but they do not undermine the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). Proportions, facial features, clothing fit, and spatial relationships read as natural and coherent throughout the sequence. Lighting and shadows behave plausibly, and there are no obvious violations of physics or common-sense expectations. Any small variations in lighting intensity or timing are minor and do not affect overall realism.\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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+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 4.21875,
+ "MQ": 4.0625,
+ "Overall": 12.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up in a classic film noir style focusing on a man with dark, sleek hair and a carefully groomed mustache, wearing a dark, tailored suit and a crisp tie, seated in a dimly lit room with heavy, dark green curtains and dramatic lighting. The scene is intended to emphasize light and shadow, producing a tense, mysterious mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is solid (score 4). The frames maintain good clarity and consistent rendering across shots, with no major distortions or artifacts. There may be occasional minor softness or slight noise in some frames, but these do not significantly detract from the viewing experience. The lighting remains stable and the color grading supports a noir aesthetic without introducing distracting inconsistencies.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the described subject, attire, and setting with faithful attention to the key details. The medium close-up framing, eye-level perspective, and the presence of a dark suit with a crisp tie are well captured. The dim environment and the heavy green curtains are represented, and the dramatic lighting reinforces the noir mood. Minor deviations exist in the exact intensity of the lighting and the precise timing of mouth movements, but they do not undermine the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). Proportions, facial features, clothing fit, and spatial relationships read as natural and coherent throughout the sequence. Lighting and shadows behave plausibly, and there are no obvious violations of physics or common-sense expectations. Any small variations in lighting intensity or timing are minor and do not affect overall realism.\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": 21750,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_15/index_6303_seed_21750_dp_31_rank_62_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.90625,
+ "video_score2_ta": 4.34375,
+ "video_score2_mq": 4.25,
+ "video_score2_overall": 12.5,
+ "avg": 12.5,
+ "reward_records": [
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+ "question": "This static, eye-level medium close-up, rendered in a classic film noir style, focuses on a man with dark, sleek hair with a subtle sheen and a carefully groomed mustache. He sits, wearing a dark, tailored suit and a crisp tie whose fabric absorbs the limited light. The setting is a dimly lit room, the only distinctive background element being heavy, dark green curtains, whose deep folds create an abyss of shadow behind him. The scene is defined by its dramatic, high-contrast lighting; a harsh key light, likely originating from an off-screen source, carves his features out of the darkness, illuminating one side of his face while casting the other in deep shadow. His mouth is slightly open, his gaze intensely focused, suggesting he is in the midst of a weighty or secretive conversation. This deliberate composition emphasizes the stark interplay of light and dark, creating an atmosphere of tension and mystery, drawing the viewer's full attention to the man's enigmatic expression and the unspoken conspiracy at play.",
+ "token_credit_reward": 12.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up in a classic film noir style focusing on a man with dark, sleek hair and a carefully groomed mustache, wearing a dark, tailored suit and a crisp tie, seated in a dimly lit room with heavy dark green curtains and dramatic high-contrast lighting from an off-screen key light that creates strong shadows. The mouth is slightly open, the gaze intense, suggesting a weighty or secretive conversation, with a composition that emphasizes the stark interplay of light and dark to evoke tension and mystery.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and details are generally clear, yet there are occasional minor softness and slight color/contrast variations that prevent a perfect 5. The lighting remains consistent with the intended noir mood, and the framing stays stable, but the overall polish is not at the absolute maximum level. In sum, Visual Quality is good and coherent, but not exemplary (score around 4).\n\nText-to-Video Alignment Analysis:\nThe video aligns very closely with the prompt. All major elements described in the prompt are present: the static, eye-level medium close-up; the man’s dark, sleek hair and mustache; the dark suit and crisp tie; the dimly lit room with heavy dark green curtains; the dramatic high-contrast lighting and off-screen key light; the mouth slightly open and intense gaze; and the composition that emphasizes light versus shadow to create tension and mystery. The alignment is essentially perfect across the entire video, with no meaningful deviations detected (score 5).\n\nPhysical Consistency (Common-sense):\nThe scene maintains strong physical realism: the subject’s proportions, clothing drape, and facial features appear natural, and the lighting/shadows behave consistently with the described setup. There are no obvious violations of physics or common sense. However, given the high-fidelity rendering, there may be extremely minor inconsistencies under extreme scrutiny, preventing a perfect score. Overall, Physical Consistency is solid and believable (score around 4).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 5,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.90625,
+ "TA": 4.34375,
+ "MQ": 4.25,
+ "Overall": 12.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up in a classic film noir style focusing on a man with dark, sleek hair and a carefully groomed mustache, wearing a dark, tailored suit and a crisp tie, seated in a dimly lit room with heavy dark green curtains and dramatic high-contrast lighting from an off-screen key light that creates strong shadows. The mouth is slightly open, the gaze intense, suggesting a weighty or secretive conversation, with a composition that emphasizes the stark interplay of light and dark to evoke tension and mystery.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and details are generally clear, yet there are occasional minor softness and slight color/contrast variations that prevent a perfect 5. The lighting remains consistent with the intended noir mood, and the framing stays stable, but the overall polish is not at the absolute maximum level. In sum, Visual Quality is good and coherent, but not exemplary (score around 4).\n\nText-to-Video Alignment Analysis:\nThe video aligns very closely with the prompt. All major elements described in the prompt are present: the static, eye-level medium close-up; the man’s dark, sleek hair and mustache; the dark suit and crisp tie; the dimly lit room with heavy dark green curtains; the dramatic high-contrast lighting and off-screen key light; the mouth slightly open and intense gaze; and the composition that emphasizes light versus shadow to create tension and mystery. The alignment is essentially perfect across the entire video, with no meaningful deviations detected (score 5).\n\nPhysical Consistency (Common-sense):\nThe scene maintains strong physical realism: the subject’s proportions, clothing drape, and facial features appear natural, and the lighting/shadows behave consistently with the described setup. There are no obvious violations of physics or common sense. However, given the high-fidelity rendering, there may be extremely minor inconsistencies under extreme scrutiny, preventing a perfect score. Overall, Physical Consistency is solid and believable (score around 4).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "This static, eye-level medium close-up, rendered in a classic film noir style, focuses on a man with dark, sleek hair with a subtle sheen and a carefully groomed mustache. He sits, wearing a dark, tailored suit and a crisp tie whose fabric absorbs the limited light. The setting is a dimly lit room, the only distinctive background element being heavy, dark green curtains, whose deep folds create an abyss of shadow behind him. The scene is defined by its dramatic, high-contrast lighting; a harsh key light, likely originating from an off-screen source, carves his features out of the darkness, illuminating one side of his face while casting the other in deep shadow. His mouth is slightly open, his gaze intensely focused, suggesting he is in the midst of a weighty or secretive conversation. This deliberate composition emphasizes the stark interplay of light and dark, creating an atmosphere of tension and mystery, drawing the viewer's full attention to the man's enigmatic expression and the unspoken conspiracy at play.",
+ "seed": 21751,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_15/index_6303_seed_21751_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": 4.0,
+ "video_score2_ta": 4.3125,
+ "video_score2_mq": 4.25,
+ "video_score2_overall": 12.5625,
+ "avg": 12.5625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This static, eye-level medium close-up, rendered in a classic film noir style, focuses on a man with dark, sleek hair with a subtle sheen and a carefully groomed mustache. He sits, wearing a dark, tailored suit and a crisp tie whose fabric absorbs the limited light. The setting is a dimly lit room, the only distinctive background element being heavy, dark green curtains, whose deep folds create an abyss of shadow behind him. The scene is defined by its dramatic, high-contrast lighting; a harsh key light, likely originating from an off-screen source, carves his features out of the darkness, illuminating one side of his face while casting the other in deep shadow. His mouth is slightly open, his gaze intensely focused, suggesting he is in the midst of a weighty or secretive conversation. This deliberate composition emphasizes the stark interplay of light and dark, creating an atmosphere of tension and mystery, drawing the viewer's full attention to the man's enigmatic expression and the unspoken conspiracy at play.",
+ "token_credit_reward": 12.5625,
+ "selected_reward": 12.5625,
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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, eye-level medium close-up in a classic film noir style focusing on a man with dark, sleek hair and a carefully groomed mustache, wearing a dark, tailored suit and a crisp tie. The setting is a dimly lit room with heavy, dark green curtains as the only distinctive background element. Dramatic, high-contrast lighting and a harsh key light from an off-screen source are emphasized, with the mouth slightly open and intense focus in the gaze. The overall composition aims to emphasize the stark interplay of light and dark to create tension and mystery.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and details are generally clear, yet there are occasional minor softness and slight color/contrast variations that prevent a perfect 5. The lighting remains consistent with the intended noir mood, and the framing stays stable and professional. No major artifacts or distortions are evident, and the sequence maintains coherence across frames. Overall, Visual Quality is good but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nThe video aligns very closely with the prompt. All key elements described—man with dark, sleek hair and mustache, dark tailored suit, crisp tie, dimly lit room, heavy dark green curtains, dramatic high-contrast lighting, and the off-screen key light—are present and accurately represented. The mouth position and intense gaze match the described intensity. The alignment is essentially exact, supporting a top score (5).\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical and common-sense expectations: lighting, shadows, clothing fit, and spatial relationships behave consistently with real-world physics. There are no noticeable inconsistencies, supporting a top score (5).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 5; Physical Consistency 5.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 5\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 5,
+ "MQ": 5
+ },
+ "soft_scores": {
+ "VQ": 4.0,
+ "TA": 4.3125,
+ "MQ": 4.25,
+ "Overall": 12.5625
+ }
+ }
+ ],
+ "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, eye-level medium close-up in a classic film noir style focusing on a man with dark, sleek hair and a carefully groomed mustache, wearing a dark, tailored suit and a crisp tie. The setting is a dimly lit room with heavy, dark green curtains as the only distinctive background element. Dramatic, high-contrast lighting and a harsh key light from an off-screen source are emphasized, with the mouth slightly open and intense focus in the gaze. The overall composition aims to emphasize the stark interplay of light and dark to create tension and mystery.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and details are generally clear, yet there are occasional minor softness and slight color/contrast variations that prevent a perfect 5. The lighting remains consistent with the intended noir mood, and the framing stays stable and professional. No major artifacts or distortions are evident, and the sequence maintains coherence across frames. Overall, Visual Quality is good but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nThe video aligns very closely with the prompt. All key elements described—man with dark, sleek hair and mustache, dark tailored suit, crisp tie, dimly lit room, heavy dark green curtains, dramatic high-contrast lighting, and the off-screen key light—are present and accurately represented. The mouth position and intense gaze match the described intensity. The alignment is essentially exact, supporting a top score (5).\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical and common-sense expectations: lighting, shadows, clothing fit, and spatial relationships behave consistently with real-world physics. There are no noticeable inconsistencies, supporting a top score (5).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 5; Physical Consistency 5.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 5"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_2/index_tensor([867, 867])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_2/index_tensor([867, 867])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..39838b43f419569f6fbca973af271f8741925c84
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_2/index_tensor([867, 867])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An underwater medium close-up, rendered with hyper-real clarity, unfolds with a slow, graceful lens around a magnificent brook trout. The fish hangs almost motionless, its body a canvas of natural art: its olive-green back is intricately etched with unique, worm-like patterns, while its shimmering sides are dotted with vibrant red spots, each perfectly blurred against a delicate, ethereal blue. It rests serenely and steadily on a bed of smooth, rounded river rocks, its gray and brown surface softened by a carpet of deep green moss. The camera's deliberate movements capture the fish's minute, almost imperceptible adjustments to its pectoral and dorsal fins as it effortlessly maintains its position against the gentle, invisible current. Bright sunlight, penetrating the crystal-clear water from above, creates a mesmerizing ballet of patterns that ripple and shift across the trout's smooth scales and the mossy brook bottom, illuminating tiny particles drifting in the water. The atmosphere is one of profound stillness and focused peace, a genuine and captivating moment frozen in a pristine, sun-dappled aquatic world.",
+ "seed": 29546,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_2/index_867_seed_29546_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.53125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An underwater medium close-up, rendered with hyper-real clarity, unfolds with a slow, graceful lens around a magnificent brook trout. The fish hangs almost motionless, its body a canvas of natural art: its olive-green back is intricately etched with unique, worm-like patterns, while its shimmering sides are dotted with vibrant red spots, each perfectly blurred against a delicate, ethereal blue. It rests serenely and steadily on a bed of smooth, rounded river rocks, its gray and brown surface softened by a carpet of deep green moss. The camera's deliberate movements capture the fish's minute, almost imperceptible adjustments to its pectoral and dorsal fins as it effortlessly maintains its position against the gentle, invisible current. Bright sunlight, penetrating the crystal-clear water from above, creates a mesmerizing ballet of patterns that ripple and shift across the trout's smooth scales and the mossy brook bottom, illuminating tiny particles drifting in the water. The atmosphere is one of profound stillness and focused peace, a genuine and captivating moment frozen in a pristine, sun-dappled aquatic world.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an underwater medium close-up featuring a magnificent brook trout with specific coloration, resting on a bed of smooth, rounded river rocks covered with moss, with subtle fin movements and bright sunlight filtering through clear water. The scene aims for hyper-real clarity and a serene, meditative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable limitations: occasional softness, minor compression artifacts, and some color grading inconsistencies that prevent a consistently high-fidelity look. The underwater lighting and depth cues exist but are not uniformly convincing across all frames, resulting in an average level of visual polish rather than a standout presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an underwater close-up, a brook trout with distinctive markings, a moss-covered rock substrate, and visible light filtering through water. The mood and composition align well with the intended scene. Minor deviations include occasional mismatches in exact color saturation or texture details, and very small timing differences in fin movements, which do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible underwater physics and anatomy, with believable lighting and spatial relationships. However, there are subtle inconsistencies in motion dynamics and environmental interactions that prevent a higher score; the overall behavior remains plausible but not flawless.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.328125,
+ "MQ": 3.53125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an underwater medium close-up featuring a magnificent brook trout with specific coloration, resting on a bed of smooth, rounded river rocks covered with moss, with subtle fin movements and bright sunlight filtering through clear water. The scene aims for hyper-real clarity and a serene, meditative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable limitations: occasional softness, minor compression artifacts, and some color grading inconsistencies that prevent a consistently high-fidelity look. The underwater lighting and depth cues exist but are not uniformly convincing across all frames, resulting in an average level of visual polish rather than a standout presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an underwater close-up, a brook trout with distinctive markings, a moss-covered rock substrate, and visible light filtering through water. The mood and composition align well with the intended scene. Minor deviations include occasional mismatches in exact color saturation or texture details, and very small timing differences in fin movements, which do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible underwater physics and anatomy, with believable lighting and spatial relationships. However, there are subtle inconsistencies in motion dynamics and environmental interactions that prevent a higher score; the overall behavior remains plausible but not flawless.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An underwater medium close-up, rendered with hyper-real clarity, unfolds with a slow, graceful lens around a magnificent brook trout. The fish hangs almost motionless, its body a canvas of natural art: its olive-green back is intricately etched with unique, worm-like patterns, while its shimmering sides are dotted with vibrant red spots, each perfectly blurred against a delicate, ethereal blue. It rests serenely and steadily on a bed of smooth, rounded river rocks, its gray and brown surface softened by a carpet of deep green moss. The camera's deliberate movements capture the fish's minute, almost imperceptible adjustments to its pectoral and dorsal fins as it effortlessly maintains its position against the gentle, invisible current. Bright sunlight, penetrating the crystal-clear water from above, creates a mesmerizing ballet of patterns that ripple and shift across the trout's smooth scales and the mossy brook bottom, illuminating tiny particles drifting in the water. The atmosphere is one of profound stillness and focused peace, a genuine and captivating moment frozen in a pristine, sun-dappled aquatic world.",
+ "seed": 29547,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_2/index_867_seed_29547_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.65625,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 11.625,
+ "avg": 11.65625,
+ "reward_records": [
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+ "question": "An underwater medium close-up, rendered with hyper-real clarity, unfolds with a slow, graceful lens around a magnificent brook trout. The fish hangs almost motionless, its body a canvas of natural art: its olive-green back is intricately etched with unique, worm-like patterns, while its shimmering sides are dotted with vibrant red spots, each perfectly blurred against a delicate, ethereal blue. It rests serenely and steadily on a bed of smooth, rounded river rocks, its gray and brown surface softened by a carpet of deep green moss. The camera's deliberate movements capture the fish's minute, almost imperceptible adjustments to its pectoral and dorsal fins as it effortlessly maintains its position against the gentle, invisible current. Bright sunlight, penetrating the crystal-clear water from above, creates a mesmerizing ballet of patterns that ripple and shift across the trout's smooth scales and the mossy brook bottom, illuminating tiny particles drifting in the water. The atmosphere is one of profound stillness and focused peace, a genuine and captivating moment frozen in a pristine, sun-dappled aquatic world.",
+ "token_credit_reward": 11.625,
+ "selected_reward": 11.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an underwater medium close-up featuring a magnificent brook trout with specific coloration, resting on smooth, rounded river rocks covered with moss, captured with deliberate camera movements and bright sunlight filtering through clear water. The scene aims for a serene, still atmosphere with intricate details on the fish and its interaction with the environment.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The resolution is adequate and the fish remains clearly visible with discernible patterns. The underwater lighting and color balance feel natural, and the background depth of field contributes to a convincing sense of space. There are no major distortions or artifacts, and frame-to-frame transitions are smooth. However, there are minor imperfections (e.g., occasional slight softness or subtle color grading inconsistencies) that prevent a perfect 5. This aligns with a Visual Quality score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: underwater setting, medium close-up framing, and a brook-trout subject with the described coloration and patterning. The fish appears near motionless, resting on moss-covered rocks, with gentle environmental cues suggesting a pristine aquatic scene. While most elements align well, a few nuanced aspects—such as the exact fin movements or micro-adjustments implied by the prompt—are not fully realized, resulting in strong but not flawless alignment. Overall, Text-to-Video Alignment is consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics, with believable fish posture, rock textures, moss distribution, and light scattering. Some very specific dynamic cues (e.g., precise fin articulation, micro-interactions with the current) are not exhaustively demonstrated, but the overall physical realism and common-sense consistency remain solid, supporting a score of 4.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 4; Physical/Common-sense Consistency = 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.65625,
+ "TA": 4.0,
+ "MQ": 4.0,
+ "Overall": 11.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an underwater medium close-up featuring a magnificent brook trout with specific coloration, resting on smooth, rounded river rocks covered with moss, captured with deliberate camera movements and bright sunlight filtering through clear water. The scene aims for a serene, still atmosphere with intricate details on the fish and its interaction with the environment.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The resolution is adequate and the fish remains clearly visible with discernible patterns. The underwater lighting and color balance feel natural, and the background depth of field contributes to a convincing sense of space. There are no major distortions or artifacts, and frame-to-frame transitions are smooth. However, there are minor imperfections (e.g., occasional slight softness or subtle color grading inconsistencies) that prevent a perfect 5. This aligns with a Visual Quality score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: underwater setting, medium close-up framing, and a brook-trout subject with the described coloration and patterning. The fish appears near motionless, resting on moss-covered rocks, with gentle environmental cues suggesting a pristine aquatic scene. While most elements align well, a few nuanced aspects—such as the exact fin movements or micro-adjustments implied by the prompt—are not fully realized, resulting in strong but not flawless alignment. Overall, Text-to-Video Alignment is consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics, with believable fish posture, rock textures, moss distribution, and light scattering. Some very specific dynamic cues (e.g., precise fin articulation, micro-interactions with the current) are not exhaustively demonstrated, but the overall physical realism and common-sense consistency remain solid, supporting a score of 4.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 4; Physical/Common-sense Consistency = 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An underwater medium close-up, rendered with hyper-real clarity, unfolds with a slow, graceful lens around a magnificent brook trout. The fish hangs almost motionless, its body a canvas of natural art: its olive-green back is intricately etched with unique, worm-like patterns, while its shimmering sides are dotted with vibrant red spots, each perfectly blurred against a delicate, ethereal blue. It rests serenely and steadily on a bed of smooth, rounded river rocks, its gray and brown surface softened by a carpet of deep green moss. The camera's deliberate movements capture the fish's minute, almost imperceptible adjustments to its pectoral and dorsal fins as it effortlessly maintains its position against the gentle, invisible current. Bright sunlight, penetrating the crystal-clear water from above, creates a mesmerizing ballet of patterns that ripple and shift across the trout's smooth scales and the mossy brook bottom, illuminating tiny particles drifting in the water. The atmosphere is one of profound stillness and focused peace, a genuine and captivating moment frozen in a pristine, sun-dappled aquatic world.",
+ "seed": 29548,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_2/index_867_seed_29548_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 4.09375,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 11.9375,
+ "avg": 11.9375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An underwater medium close-up, rendered with hyper-real clarity, unfolds with a slow, graceful lens around a magnificent brook trout. The fish hangs almost motionless, its body a canvas of natural art: its olive-green back is intricately etched with unique, worm-like patterns, while its shimmering sides are dotted with vibrant red spots, each perfectly blurred against a delicate, ethereal blue. It rests serenely and steadily on a bed of smooth, rounded river rocks, its gray and brown surface softened by a carpet of deep green moss. The camera's deliberate movements capture the fish's minute, almost imperceptible adjustments to its pectoral and dorsal fins as it effortlessly maintains its position against the gentle, invisible current. Bright sunlight, penetrating the crystal-clear water from above, creates a mesmerizing ballet of patterns that ripple and shift across the trout's smooth scales and the mossy brook bottom, illuminating tiny particles drifting in the water. The atmosphere is one of profound stillness and focused peace, a genuine and captivating moment frozen in a pristine, sun-dappled aquatic world.",
+ "token_credit_reward": 11.9375,
+ "selected_reward": 11.9375,
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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 underwater medium close-up featuring a magnificent brook trout with specific coloration, resting on a moss-covered rocky bottom, with subtle fin movements and bright sunlight filtering through clear water to create dynamic light patterns. The scene aims for a serene, still atmosphere in a pristine aquatic setting.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The resolution is adequate and the subject remains clearly discernible, with good detail in the fish’s patterning and fins. The underwater lighting and color rendering feel natural, and the blue background gradient is convincing. There are no major distortions or artifacts, and frame-to-frame transitions are smooth. However, there are occasional minor softness and slight color grading inconsistencies that prevent a perfect top-tier look. In sum, Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The underwater setting, the close-up framing, and the presence of a brook trout with distinctive coloration are clearly captured. The fish appears near motionless with subtle fin adjustments, and the environment includes mossy rocks and filtered light. While most elements match closely, a few nuanced details (such as exact fin dynamics or micro-patterns) may be slightly less precise, resulting in a high but not perfect alignment (score 4).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible underwater physics and anatomy. The fish’s positioning, gill cover placement, and environmental interactions are coherent, and light scattering and color behavior are consistent with expectations. There are no obvious violations of common-sense physics, though minor refinements could improve realism further (score 4).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 4.09375,
+ "MQ": 4.0625,
+ "Overall": 11.9375
+ }
+ }
+ ],
+ "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 underwater medium close-up featuring a magnificent brook trout with specific coloration, resting on a moss-covered rocky bottom, with subtle fin movements and bright sunlight filtering through clear water to create dynamic light patterns. The scene aims for a serene, still atmosphere in a pristine aquatic setting.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The resolution is adequate and the subject remains clearly discernible, with good detail in the fish’s patterning and fins. The underwater lighting and color rendering feel natural, and the blue background gradient is convincing. There are no major distortions or artifacts, and frame-to-frame transitions are smooth. However, there are occasional minor softness and slight color grading inconsistencies that prevent a perfect top-tier look. In sum, Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The underwater setting, the close-up framing, and the presence of a brook trout with distinctive coloration are clearly captured. The fish appears near motionless with subtle fin adjustments, and the environment includes mossy rocks and filtered light. While most elements match closely, a few nuanced details (such as exact fin dynamics or micro-patterns) may be slightly less precise, resulting in a high but not perfect alignment (score 4).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible underwater physics and anatomy. The fish’s positioning, gill cover placement, and environmental interactions are coherent, and light scattering and color behavior are consistent with expectations. There are no obvious violations of common-sense physics, though minor refinements could improve realism further (score 4).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An underwater medium close-up, rendered with hyper-real clarity, unfolds with a slow, graceful lens around a magnificent brook trout. The fish hangs almost motionless, its body a canvas of natural art: its olive-green back is intricately etched with unique, worm-like patterns, while its shimmering sides are dotted with vibrant red spots, each perfectly blurred against a delicate, ethereal blue. It rests serenely and steadily on a bed of smooth, rounded river rocks, its gray and brown surface softened by a carpet of deep green moss. The camera's deliberate movements capture the fish's minute, almost imperceptible adjustments to its pectoral and dorsal fins as it effortlessly maintains its position against the gentle, invisible current. Bright sunlight, penetrating the crystal-clear water from above, creates a mesmerizing ballet of patterns that ripple and shift across the trout's smooth scales and the mossy brook bottom, illuminating tiny particles drifting in the water. The atmosphere is one of profound stillness and focused peace, a genuine and captivating moment frozen in a pristine, sun-dappled aquatic world.",
+ "seed": 29549,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_2/index_867_seed_29549_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.625,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.421875,
+ "video_score2_overall": 10.625,
+ "avg": 10.625,
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+ "question": "An underwater medium close-up, rendered with hyper-real clarity, unfolds with a slow, graceful lens around a magnificent brook trout. The fish hangs almost motionless, its body a canvas of natural art: its olive-green back is intricately etched with unique, worm-like patterns, while its shimmering sides are dotted with vibrant red spots, each perfectly blurred against a delicate, ethereal blue. It rests serenely and steadily on a bed of smooth, rounded river rocks, its gray and brown surface softened by a carpet of deep green moss. The camera's deliberate movements capture the fish's minute, almost imperceptible adjustments to its pectoral and dorsal fins as it effortlessly maintains its position against the gentle, invisible current. Bright sunlight, penetrating the crystal-clear water from above, creates a mesmerizing ballet of patterns that ripple and shift across the trout's smooth scales and the mossy brook bottom, illuminating tiny particles drifting in the water. The atmosphere is one of profound stillness and focused peace, a genuine and captivating moment frozen in a pristine, sun-dappled aquatic world.",
+ "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 an underwater medium close-up featuring a magnificent brook trout with specific coloration, resting on a bed of smooth, rounded river rocks covered with moss, with soft, diffused lighting and a serene, almost motionless pose. The video largely captures these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color, but there are occasional minor artifacts and slight inconsistencies in sharpness between frames. The underwater lighting and color rendering are acceptable, yet not consistently flawless across the sequence. The sequence remains coherent, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents an underwater close-up with a brook trout, a blue-tinted environment, and a moss-covered rock setting. The fish’s general appearance and the tranquil pose align well with the description. Some nuanced details—such as exact fin movements or subtle environmental interactions—are not perfectly realized, but the core elements and mood match closely.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible underwater physics and anatomy, with believable lighting and spatial relationships. However, there are minor inconsistencies in micro-motions and environmental interactions that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.625,
+ "TA": 3.578125,
+ "MQ": 3.421875,
+ "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 an underwater medium close-up featuring a magnificent brook trout with specific coloration, resting on a bed of smooth, rounded river rocks covered with moss, with soft, diffused lighting and a serene, almost motionless pose. The video largely captures these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color, but there are occasional minor artifacts and slight inconsistencies in sharpness between frames. The underwater lighting and color rendering are acceptable, yet not consistently flawless across the sequence. The sequence remains coherent, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents an underwater close-up with a brook trout, a blue-tinted environment, and a moss-covered rock setting. The fish’s general appearance and the tranquil pose align well with the description. Some nuanced details—such as exact fin movements or subtle environmental interactions—are not perfectly realized, but the core elements and mood match closely.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible underwater physics and anatomy, with believable lighting and spatial relationships. However, there are minor inconsistencies in micro-motions and environmental interactions that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_3/index_tensor([6174, 6174])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_3/index_tensor([6174, 6174])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac09cce8a9f658d0eafdb52ad9a79a05338b661b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_3/index_tensor([6174, 6174])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "seed": 3010,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_3/index_6174_seed_3010_dp_6_rank_12_sample_0_slot_0.mp4",
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+ "question": "slow-motion, low-angle shot zooms in on a city basketball court surrounded by a high, rusty barbed wire fence. In the center of the frame, two sweat-drenched teenagers engage in a fierce standoff. The boy in the foreground, with tanned skin and short, close-cropped black hair, wears a sweat-soaked, dark blue sleeveless basketball vest that clings to his heaving chest and muscular build. His jaw set, his eyes piercing like a hawk, he stands with his hands on his hips, leaning slightly forward in an aggressive stance. The other boy confronting him wears an equally drenched white vest, his bangs clinging to his forehead with sweat. His arms are crossed over his chest, his posture erect, his gaze firm and unyielding. The golden afterglow of the setting sun streams in at a sharp angle, filtering through the bars of the barbed wire fence and casting long, interlaced shadows on the cracked asphalt. The light outlines their youthful, powerful figures and illuminates every bead of sweat on their skin. The air seemed to freeze, the dilapidated red brick apartment building in the background became blurred, and all the focus was on the invisible space between the two teenagers, which was full of charge. Every breath in their chests and every silent exchange of eyes filled the whole scene with primitive competitive tension and a dramatic atmosphere that was about to break out.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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, low-angle shot on a city basketball court with a high, rusty barbed wire fence, featuring two sweat-drenched teenagers in a tense standoff. The scene is richly detailed, with specific clothing cues, lighting, and atmospheric elements that contribute to a charged, dramatic moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. Lighting is warm and consistent with a sunset ambiance, and colors are reasonably saturated. There are no major distortions or abrupt frame-to-frame changes, and the composition remains stable across shots. However, fine details are not consistently crisp, and occasional noise reduces overall sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the general setting—a city court with a fence and two youths in a tense standoff—yet several key prompt specifics are not clearly realized. The clothing details described (a sweat-soaked dark blue sleeveless vest on the foreground boy and a sweat-drenched white vest on the other) are not distinctly visible due to image quality, and the precise facial expressions and body language are not reliably conveyed. The lighting and atmosphere align with the prompt’s mood, but the exact textual cues are not fully rendered.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, spatial relationships, and lighting interactions, with no obvious physics violations. Some minor ambiguities in clothing texture and subtle pose cues exist, but they do not undermine overall realism or coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.390625,
+ "TA": 2.265625,
+ "MQ": 3.015625,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion, low-angle shot on a city basketball court with a high, rusty barbed wire fence, featuring two sweat-drenched teenagers in a tense standoff. The scene is richly detailed, with specific clothing cues, lighting, and atmospheric elements that contribute to a charged, dramatic moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. Lighting is warm and consistent with a sunset ambiance, and colors are reasonably saturated. There are no major distortions or abrupt frame-to-frame changes, and the composition remains stable across shots. However, fine details are not consistently crisp, and occasional noise reduces overall sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the general setting—a city court with a fence and two youths in a tense standoff—yet several key prompt specifics are not clearly realized. The clothing details described (a sweat-soaked dark blue sleeveless vest on the foreground boy and a sweat-drenched white vest on the other) are not distinctly visible due to image quality, and the precise facial expressions and body language are not reliably conveyed. The lighting and atmosphere align with the prompt’s mood, but the exact textual cues are not fully rendered.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, spatial relationships, and lighting interactions, with no obvious physics violations. Some minor ambiguities in clothing texture and subtle pose cues exist, but they do not undermine overall realism or coherence.\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 slow-motion, low-angle shot on a city basketball court with a high, rusty barbed wire fence. In the center, two sweat-drenched teenagers stand in a tense standoff. The foreground boy has tan skin and short, close-cropped black hair; he wears a dark blue sleeveless basketball vest that clings to his muscular torso, with a determined expression and hands on his hips. The other boy wears a white sleeveless shirt; his hair is slicked back, and he stands with arms crossed, facing the first boy. The scene features a golden sunset, casting long shadows and highlighting sweat beads. The atmosphere is charged with competitive tension.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across shots. The sequence remains coherent and readable, though it does not reach high-end polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two teenagers in a tense standoff, the urban setting with a barbed wire fence, and the described lighting and mood. Some finer details diverge (e.g., exact clothing textures and precise facial cues), but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Body proportions, spatial relationships, and interactions feel plausible within the scene, with no major anatomical or physical implausibilities. Minor deviations may exist, but they do not undermine overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.78125,
+ "MQ": 3.234375,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion, low-angle shot on a city basketball court with a high, rusty barbed wire fence. In the center, two sweat-drenched teenagers stand in a tense standoff. The foreground boy has tan skin and short, close-cropped black hair; he wears a dark blue sleeveless basketball vest that clings to his muscular torso, with a determined expression and hands on his hips. The other boy wears a white sleeveless shirt; his hair is slicked back, and he stands with arms crossed, facing the first boy. The scene features a golden sunset, casting long shadows and highlighting sweat beads. The atmosphere is charged with competitive tension.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across shots. The sequence remains coherent and readable, though it does not reach high-end polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two teenagers in a tense standoff, the urban setting with a barbed wire fence, and the described lighting and mood. Some finer details diverge (e.g., exact clothing textures and precise facial cues), but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Body proportions, spatial relationships, and interactions feel plausible within the scene, with no major anatomical or physical implausibilities. Minor deviations may exist, but they do not undermine overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 3012,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_3/index_6174_seed_3012_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 2.3125,
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+ "video_score2_overall": 8.125,
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+ "question": "slow-motion, low-angle shot zooms in on a city basketball court surrounded by a high, rusty barbed wire fence. In the center of the frame, two sweat-drenched teenagers engage in a fierce standoff. The boy in the foreground, with tanned skin and short, close-cropped black hair, wears a sweat-soaked, dark blue sleeveless basketball vest that clings to his heaving chest and muscular build. His jaw set, his eyes piercing like a hawk, he stands with his hands on his hips, leaning slightly forward in an aggressive stance. The other boy confronting him wears an equally drenched white vest, his bangs clinging to his forehead with sweat. His arms are crossed over his chest, his posture erect, his gaze firm and unyielding. The golden afterglow of the setting sun streams in at a sharp angle, filtering through the bars of the barbed wire fence and casting long, interlaced shadows on the cracked asphalt. The light outlines their youthful, powerful figures and illuminates every bead of sweat on their skin. The air seemed to freeze, the dilapidated red brick apartment building in the background became blurred, and all the focus was on the invisible space between the two teenagers, which was full of charge. Every breath in their chests and every silent exchange of eyes filled the whole scene with primitive competitive tension and a dramatic atmosphere that was about to break out.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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, low-angle shot on a city basketball court with a high, rusty barbed wire fence, featuring two sweat-drenched teenagers in a tense standoff. The scene is richly detailed, with specific clothing cues, lighting, and atmospheric elements that contribute to a charged, dramatic moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subjects, but there are noticeable issues that prevent a higher rating: occasional compression artifacts, mild color desaturation, and some edge softness around fine details. Lighting remains warm and consistent, yet it does not achieve the cinematic depth or polish implied by the prompt. The sequence appears stable with no major distortions, but the overall image fidelity sits in the mid-range rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the core idea of two teenagers in a confrontational moment on an urban court, but several key prompt elements are underrepresented: the high, rusty barbed wire fence is not visible; the clothing details diverge (the foreground figure wears a white sleeveless shirt instead of a dark blue vest; the other figure’s top differs as well). The lighting and mood align somewhat with the prompt, but the absence of the prominent environmental feature and the mismatches in wardrobe reduce fidelity. Overall, the scene conveys the intended scenario but misses important specifics.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ proportions and interactions appear plausible, and the environment maintains coherent spatial relationships. However, minor inconsistencies exist: lighting/shadow directions do not perfectly match the sun angle, and some depth cues feel slightly off, which prevents a stronger sense of realism. No obvious physics violations are present, but the scene does not achieve high-fidelity common-sense coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 2.3125,
+ "MQ": 3.0,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion, low-angle shot on a city basketball court with a high, rusty barbed wire fence, featuring two sweat-drenched teenagers in a tense standoff. The scene is richly detailed, with specific clothing cues, lighting, and atmospheric elements that contribute to a charged, dramatic moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subjects, but there are noticeable issues that prevent a higher rating: occasional compression artifacts, mild color desaturation, and some edge softness around fine details. Lighting remains warm and consistent, yet it does not achieve the cinematic depth or polish implied by the prompt. The sequence appears stable with no major distortions, but the overall image fidelity sits in the mid-range rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the core idea of two teenagers in a confrontational moment on an urban court, but several key prompt elements are underrepresented: the high, rusty barbed wire fence is not visible; the clothing details diverge (the foreground figure wears a white sleeveless shirt instead of a dark blue vest; the other figure’s top differs as well). The lighting and mood align somewhat with the prompt, but the absence of the prominent environmental feature and the mismatches in wardrobe reduce fidelity. Overall, the scene conveys the intended scenario but misses important specifics.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ proportions and interactions appear plausible, and the environment maintains coherent spatial relationships. However, minor inconsistencies exist: lighting/shadow directions do not perfectly match the sun angle, and some depth cues feel slightly off, which prevents a stronger sense of realism. No obvious physics violations are present, but the scene does not achieve high-fidelity common-sense coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 3013,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_3/index_6174_seed_3013_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion, low-angle shot zooms in on a city basketball court surrounded by a high, rusty barbed wire fence. In the center of the frame, two sweat-drenched teenagers engage in a fierce standoff. The boy in the foreground, with tanned skin and short, close-cropped black hair, wears a sweat-soaked, dark blue sleeveless basketball vest that clings to his heaving chest and muscular build. His jaw set, his eyes piercing like a hawk, he stands with his hands on his hips, leaning slightly forward in an aggressive stance. The other boy confronting him wears an equally drenched white vest, his bangs clinging to his forehead with sweat. His arms are crossed over his chest, his posture erect, his gaze firm and unyielding. The golden afterglow of the setting sun streams in at a sharp angle, filtering through the bars of the barbed wire fence and casting long, interlaced shadows on the cracked asphalt. The light outlines their youthful, powerful figures and illuminates every bead of sweat on their skin. The air seemed to freeze, the dilapidated red brick apartment building in the background became blurred, and all the focus was on the invisible space between the two teenagers, which was full of charge. Every breath in their chests and every silent exchange of eyes filled the whole scene with primitive competitive tension and a dramatic atmosphere that was about to break out.",
+ "token_credit_reward": 9.0625,
+ "selected_reward": 9.0625,
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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, low-angle shot on a city basketball court with a high, rusty barbed wire fence. It centers on two sweat-drenched teenagers in a tense standoff, with specific details about clothing, posture, lighting, and atmospheric tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the two figures, but there are noticeable limitations: occasional softness or minor compression artifacts, and some color grading inconsistencies across shots. Lighting is warm and directional, yet not consistently applied throughout the sequence, leading to uneven contrast. The background blur and depth cues exist but are not uniformly convincing, and the barbed wire fence rendering varies in detail. The sequence remains coherent, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two teenagers on a basketball court, a high barbed wire fence, and a tense standoff with sweat visible. Clothing colors and general appearance align with the description, and the framing supports a dramatic confrontation. Some finer details—such as exact hair length, precise facial expressions, and the intensity of the stare—are not perfectly matched, but these gaps do not substantially detract from the overall alignment. The scene conveys the intended mood and setup well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions and interactions feel plausible, and the environment (court, fence, lighting) supports the narrative. However, there are subtle inconsistencies in lighting direction and shadow behavior, and a few micro-movements or timing cues could be more natural. Overall, the scene remains 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": 2.921875,
+ "TA": 2.9375,
+ "MQ": 3.203125,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion, low-angle shot on a city basketball court with a high, rusty barbed wire fence. It centers on two sweat-drenched teenagers in a tense standoff, with specific details about clothing, posture, lighting, and atmospheric tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the two figures, but there are noticeable limitations: occasional softness or minor compression artifacts, and some color grading inconsistencies across shots. Lighting is warm and directional, yet not consistently applied throughout the sequence, leading to uneven contrast. The background blur and depth cues exist but are not uniformly convincing, and the barbed wire fence rendering varies in detail. The sequence remains coherent, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two teenagers on a basketball court, a high barbed wire fence, and a tense standoff with sweat visible. Clothing colors and general appearance align with the description, and the framing supports a dramatic confrontation. Some finer details—such as exact hair length, precise facial expressions, and the intensity of the stare—are not perfectly matched, but these gaps do not substantially detract from the overall alignment. The scene conveys the intended mood and setup well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions and interactions feel plausible, and the environment (court, fence, lighting) supports the narrative. However, there are subtle inconsistencies in lighting direction and shadow behavior, and a few micro-movements or timing cues could be more natural. Overall, the scene remains 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_4/index_tensor([2579, 2579])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_4/index_tensor([2579, 2579])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f56cb6a49669d51e431358b9ef6f42572fed972d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_4/index_tensor([2579, 2579])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In the hyper-detailed and emotionally resonant Makoto Shinkai style, a low-angle tracking shot slowly slides from left to right, parallel to a dense row of evening primroses. The camera, positioned high above the ground, allows the blossoms to appear heroic against a breathtakingly saturated twilight sky, which melts from a deep, star-studded indigo at the summit to a vibrant purplish-red, ultimately bursting into a fiery orange glow on the distant horizon. As the camera moves, a magical, rapid-fire time-lapse sequence is triggered; the tightly closed green buds of the evening primroses tremble, then unfold with a smooth, accelerated grace. Their delicate, paper-thin yellow petals peel back to reveal the intricate stamens within, the entire movement imbued with a sense of life and wonder. Each newly opened flower catches the last traces of daylight, giving its edges an intense, warm glow. This light refracts through the lens, creating the signature soft, ethereal, anamorphic lens flare that sweeps horizontally across the frame, bathing the scene in a dreamy, poignant atmosphere and capturing a fleeting moment of sublime beauty.",
+ "seed": 64,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_4/index_2579_seed_64_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In the hyper-detailed and emotionally resonant Makoto Shinkai style, a low-angle tracking shot slowly slides from left to right, parallel to a dense row of evening primroses. The camera, positioned high above the ground, allows the blossoms to appear heroic against a breathtakingly saturated twilight sky, which melts from a deep, star-studded indigo at the summit to a vibrant purplish-red, ultimately bursting into a fiery orange glow on the distant horizon. As the camera moves, a magical, rapid-fire time-lapse sequence is triggered; the tightly closed green buds of the evening primroses tremble, then unfold with a smooth, accelerated grace. Their delicate, paper-thin yellow petals peel back to reveal the intricate stamens within, the entire movement imbued with a sense of life and wonder. Each newly opened flower catches the last traces of daylight, giving its edges an intense, warm glow. This light refracts through the lens, creating the signature soft, ethereal, anamorphic lens flare that sweeps horizontally across the frame, bathing the scene in a dreamy, poignant atmosphere and capturing a fleeting moment of sublime beauty.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a hyper-detailed, emotionally resonant Makoto Shinkai–style scene featuring a low-angle tracking shot that reveals a dense row of evening primroses. The camera is described as positioned high above the ground, with a twilight sky melting from deep indigo to vibrant purples and oranges, and a magical rapid-time-lapse progression where buds tremble and open with smooth acceleration, ending with a soft, ethereal lens flare and a dreamy mood. The video captures several of these elements but does not fully realize the full scope of the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, with a cohesive twilight palette and a consistent artistic direction. There is some depth-of-field blur in the background and mild softness in fine details, but no major distortions or artifacts. The sequence remains stable and coherent, though it lacks the hyper-detail and ultra-sharpness implied by the prompt.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as a low-angle perspective, a dense row of flowers, a twilight sky, and a warm glow, along with a gentle tracking motion. However, crucial aspects—specifically the rapid-fire time-lapse progression and the dramatic, dynamic opening of the flowers—are not convincingly realized, resulting in only partial fidelity to the original vision.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, shadows, and spatial relationships, with no obvious violations of common-sense physics. Some stylization and the absence of a fully convincing time-lapse reduce realism slightly, but overall the composition remains coherent and believable.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.8125,
+ "MQ": 3.078125,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a hyper-detailed, emotionally resonant Makoto Shinkai–style scene featuring a low-angle tracking shot that reveals a dense row of evening primroses. The camera is described as positioned high above the ground, with a twilight sky melting from deep indigo to vibrant purples and oranges, and a magical rapid-time-lapse progression where buds tremble and open with smooth acceleration, ending with a soft, ethereal lens flare and a dreamy mood. The video captures several of these elements but does not fully realize the full scope of the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, with a cohesive twilight palette and a consistent artistic direction. There is some depth-of-field blur in the background and mild softness in fine details, but no major distortions or artifacts. The sequence remains stable and coherent, though it lacks the hyper-detail and ultra-sharpness implied by the prompt.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as a low-angle perspective, a dense row of flowers, a twilight sky, and a warm glow, along with a gentle tracking motion. However, crucial aspects—specifically the rapid-fire time-lapse progression and the dramatic, dynamic opening of the flowers—are not convincingly realized, resulting in only partial fidelity to the original vision.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, shadows, and spatial relationships, with no obvious violations of common-sense physics. Some stylization and the absence of a fully convincing time-lapse reduce realism slightly, but overall the composition remains coherent and believable.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 65,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_4/index_2579_seed_65_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 3.0625,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.9375,
+ "avg": 8.921875,
+ "reward_records": [
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+ "token_credit_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a hyper-detailed, emotionally resonant Makoto Shinkai–style scene featuring a low-angle tracking shot that reveals a dense row of evening primroses. The camera is positioned high above the ground, allowing the blossoms to appear heroic against a breathtakingly saturated twilight sky, which transitions from deep indigo to vibrant purples to warm oranges. A magical, rapid-fire time-lapse is part of the vision, with tightly closed buds trembling before unfolding with smooth, accelerated grace, as light filters through the petals to reveal intricate stamens and a dreamy atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The frames show decent detail and color, yet some frames exhibit mild softness or minor compression artifacts, and the hyper-detailed level described in the prompt is not consistently achieved. The lighting and color grading convey a twilight mood, but the overall polish is moderate rather than exceptional. The sequence remains coherent, with no glaring distortions, though it does not reach the highest tier of visual refinement.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle perspective, a dense row of flowers, and a twilight sky with a purple-to-orange gradient. However, key aspects of the prompt are underrepresented: there is no evident rapid-fire time-lapse, and the progression of flower opening is comparatively restrained rather than dynamically staged. While the scene conveys a tranquil, ethereal mood, the alignment to the full imaginative vision is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nBotanical realism and lighting are generally plausible, with believable stems, leaves, and petal textures. Some subtle inconsistencies exist (e.g., uniform bloom timing and limited dynamic range in petal translucency) that prevent a fully convincing botanical portrayal. Overall, the scene maintains reasonable physical coherence, but it does not achieve a high level of botanical authenticity.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 3.0625,
+ "MQ": 3.0,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a hyper-detailed, emotionally resonant Makoto Shinkai–style scene featuring a low-angle tracking shot that reveals a dense row of evening primroses. The camera is positioned high above the ground, allowing the blossoms to appear heroic against a breathtakingly saturated twilight sky, which transitions from deep indigo to vibrant purples to warm oranges. A magical, rapid-fire time-lapse is part of the vision, with tightly closed buds trembling before unfolding with smooth, accelerated grace, as light filters through the petals to reveal intricate stamens and a dreamy atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The frames show decent detail and color, yet some frames exhibit mild softness or minor compression artifacts, and the hyper-detailed level described in the prompt is not consistently achieved. The lighting and color grading convey a twilight mood, but the overall polish is moderate rather than exceptional. The sequence remains coherent, with no glaring distortions, though it does not reach the highest tier of visual refinement.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—low-angle perspective, a dense row of flowers, and a twilight sky with a purple-to-orange gradient. However, key aspects of the prompt are underrepresented: there is no evident rapid-fire time-lapse, and the progression of flower opening is comparatively restrained rather than dynamically staged. While the scene conveys a tranquil, ethereal mood, the alignment to the full imaginative vision is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nBotanical realism and lighting are generally plausible, with believable stems, leaves, and petal textures. Some subtle inconsistencies exist (e.g., uniform bloom timing and limited dynamic range in petal translucency) that prevent a fully convincing botanical portrayal. Overall, the scene maintains reasonable physical coherence, but it does not achieve a high level of botanical authenticity.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In the hyper-detailed and emotionally resonant Makoto Shinkai style, a low-angle tracking shot slowly slides from left to right, parallel to a dense row of evening primroses. The camera, positioned high above the ground, allows the blossoms to appear heroic against a breathtakingly saturated twilight sky, which melts from a deep, star-studded indigo at the summit to a vibrant purplish-red, ultimately bursting into a fiery orange glow on the distant horizon. As the camera moves, a magical, rapid-fire time-lapse sequence is triggered; the tightly closed green buds of the evening primroses tremble, then unfold with a smooth, accelerated grace. Their delicate, paper-thin yellow petals peel back to reveal the intricate stamens within, the entire movement imbued with a sense of life and wonder. Each newly opened flower catches the last traces of daylight, giving its edges an intense, warm glow. This light refracts through the lens, creating the signature soft, ethereal, anamorphic lens flare that sweeps horizontally across the frame, bathing the scene in a dreamy, poignant atmosphere and capturing a fleeting moment of sublime beauty.",
+ "seed": 66,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_4/index_2579_seed_66_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.09375,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.0625,
+ "avg": 8.046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In the hyper-detailed and emotionally resonant Makoto Shinkai style, a low-angle tracking shot slowly slides from left to right, parallel to a dense row of evening primroses. The camera, positioned high above the ground, allows the blossoms to appear heroic against a breathtakingly saturated twilight sky, which melts from a deep, star-studded indigo at the summit to a vibrant purplish-red, ultimately bursting into a fiery orange glow on the distant horizon. As the camera moves, a magical, rapid-fire time-lapse sequence is triggered; the tightly closed green buds of the evening primroses tremble, then unfold with a smooth, accelerated grace. Their delicate, paper-thin yellow petals peel back to reveal the intricate stamens within, the entire movement imbued with a sense of life and wonder. Each newly opened flower catches the last traces of daylight, giving its edges an intense, warm glow. This light refracts through the lens, creating the signature soft, ethereal, anamorphic lens flare that sweeps horizontally across the frame, bathing the scene in a dreamy, poignant atmosphere and capturing a fleeting moment of sublime beauty.",
+ "token_credit_reward": 8.0625,
+ "selected_reward": 8.0625,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a hyper-detailed, emotionally resonant Makoto Shinkai–style scene featuring a low-angle tracking shot that reveals a dense row of evening primroses against a dramatic twilight sky, triggering a magical rapid-fire time-lapse as the flowers open and a warm, ethereal glow bathes the frame. The description emphasizes high fidelity, cinematic lighting, and a sweeping progression of light through the lens to convey a moment of sublimity.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent color saturation and a cohesive twilight palette, but there are noticeable softness and some loss of fine detail in the flowers and petals. The background gradient remains smooth, yet the level of sharpness and texture detail does not reach high-fidelity standards. The sequence maintains a consistent aesthetic, but the overall clarity is average rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle perspective, a dense row of evening primroses, a twilight sky with a deep indigo-to-orange gradient, and a visible time-lapse progression as the flowers open. The ethereal lighting and the implied lens-flare effects align with the intended mood. While some fine-grained details may be less pronounced due to the overall quality, the major components and progression match the prompt closely.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The botanical progression appears plausible, with buds opening and petals revealing stamens in a believable sequence. However, there are minor inconsistencies in timing and motion smoothness that prevent a perfectly seamless depiction of real-world growth dynamics. The scene remains coherent and aesthetically convincing, but not strictly physically exact.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.09375,
+ "TA": 2.9375,
+ "MQ": 3.015625,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a hyper-detailed, emotionally resonant Makoto Shinkai–style scene featuring a low-angle tracking shot that reveals a dense row of evening primroses against a dramatic twilight sky, triggering a magical rapid-fire time-lapse as the flowers open and a warm, ethereal glow bathes the frame. The description emphasizes high fidelity, cinematic lighting, and a sweeping progression of light through the lens to convey a moment of sublimity.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent color saturation and a cohesive twilight palette, but there are noticeable softness and some loss of fine detail in the flowers and petals. The background gradient remains smooth, yet the level of sharpness and texture detail does not reach high-fidelity standards. The sequence maintains a consistent aesthetic, but the overall clarity is average rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle perspective, a dense row of evening primroses, a twilight sky with a deep indigo-to-orange gradient, and a visible time-lapse progression as the flowers open. The ethereal lighting and the implied lens-flare effects align with the intended mood. While some fine-grained details may be less pronounced due to the overall quality, the major components and progression match the prompt closely.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The botanical progression appears plausible, with buds opening and petals revealing stamens in a believable sequence. However, there are minor inconsistencies in timing and motion smoothness that prevent a perfectly seamless depiction of real-world growth dynamics. The scene remains coherent and aesthetically convincing, but not strictly physically exact.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In the hyper-detailed and emotionally resonant Makoto Shinkai style, a low-angle tracking shot slowly slides from left to right, parallel to a dense row of evening primroses. The camera, positioned high above the ground, allows the blossoms to appear heroic against a breathtakingly saturated twilight sky, which melts from a deep, star-studded indigo at the summit to a vibrant purplish-red, ultimately bursting into a fiery orange glow on the distant horizon. As the camera moves, a magical, rapid-fire time-lapse sequence is triggered; the tightly closed green buds of the evening primroses tremble, then unfold with a smooth, accelerated grace. Their delicate, paper-thin yellow petals peel back to reveal the intricate stamens within, the entire movement imbued with a sense of life and wonder. Each newly opened flower catches the last traces of daylight, giving its edges an intense, warm glow. This light refracts through the lens, creating the signature soft, ethereal, anamorphic lens flare that sweeps horizontally across the frame, bathing the scene in a dreamy, poignant atmosphere and capturing a fleeting moment of sublime beauty.",
+ "seed": 67,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_4/index_2579_seed_67_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": 2.71875,
+ "video_score2_ta": 3.4375,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.3125,
+ "avg": 9.296875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In the hyper-detailed and emotionally resonant Makoto Shinkai style, a low-angle tracking shot slowly slides from left to right, parallel to a dense row of evening primroses. The camera, positioned high above the ground, allows the blossoms to appear heroic against a breathtakingly saturated twilight sky, which melts from a deep, star-studded indigo at the summit to a vibrant purplish-red, ultimately bursting into a fiery orange glow on the distant horizon. As the camera moves, a magical, rapid-fire time-lapse sequence is triggered; the tightly closed green buds of the evening primroses tremble, then unfold with a smooth, accelerated grace. Their delicate, paper-thin yellow petals peel back to reveal the intricate stamens within, the entire movement imbued with a sense of life and wonder. Each newly opened flower catches the last traces of daylight, giving its edges an intense, warm glow. This light refracts through the lens, creating the signature soft, ethereal, anamorphic lens flare that sweeps horizontally across the frame, bathing the scene in a dreamy, poignant atmosphere and capturing a fleeting moment of sublime beauty.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a hyper-detailed, emotionally resonant Makoto Shinkai–style scene featuring a low-angle tracking shot that reveals a dense row of evening primroses. The camera is positioned high above the ground, allowing the blossoms to appear heroic against a breathtakingly saturated twilight sky, which transitions from a deep indigo at the summit to a vibrant purplish-red and culminates in a fiery orange glow on the distant horizon. A magical, rapid-fire time-lapse sequence is described, with tightly closed green buds trembling before unfolding with smooth, accelerated grace, as delicate yellow petals peel to expose intricate stamens. The light is intended to bathe the scene in a dreamy, ethereal atmosphere, with horizontal lens flares sweeping across the frame.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of flowers and sky, but there are occasional soft areas and minor artifacts that prevent a higher-fidelity look. The color palette remains vibrant and the lighting is generally consistent, yet some frames exhibit slight inconsistencies in sharpness and texture detail. The sequence maintains a cohesive aesthetic, though it does not reach the level of hyper-detail implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a dense row of evening primroses, a high-above-ground perspective, and a twilight sky transitioning from deep blue to warm oranges. The rapid-fire time-lapse and the progression from closed buds to open blooms with visible stamens are present. The ethereal, dreamy mood is conveyed, and the overall composition aligns well with the requested aesthetic. Minor deviations exist in the exact timing of the bloom sequence and in the precise rendering of subtle motion cues, but these do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene follows plausible botanical progression and lighting dynamics, with petals unfolding and stamens becoming visible in a believable manner. However, there are small inconsistencies in motion timing and depth cues that prevent a higher level of realism. Overall, the sequence remains coherent and credible, without major violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.71875,
+ "TA": 3.4375,
+ "MQ": 3.140625,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a hyper-detailed, emotionally resonant Makoto Shinkai–style scene featuring a low-angle tracking shot that reveals a dense row of evening primroses. The camera is positioned high above the ground, allowing the blossoms to appear heroic against a breathtakingly saturated twilight sky, which transitions from a deep indigo at the summit to a vibrant purplish-red and culminates in a fiery orange glow on the distant horizon. A magical, rapid-fire time-lapse sequence is described, with tightly closed green buds trembling before unfolding with smooth, accelerated grace, as delicate yellow petals peel to expose intricate stamens. The light is intended to bathe the scene in a dreamy, ethereal atmosphere, with horizontal lens flares sweeping across the frame.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of flowers and sky, but there are occasional soft areas and minor artifacts that prevent a higher-fidelity look. The color palette remains vibrant and the lighting is generally consistent, yet some frames exhibit slight inconsistencies in sharpness and texture detail. The sequence maintains a cohesive aesthetic, though it does not reach the level of hyper-detail implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a dense row of evening primroses, a high-above-ground perspective, and a twilight sky transitioning from deep blue to warm oranges. The rapid-fire time-lapse and the progression from closed buds to open blooms with visible stamens are present. The ethereal, dreamy mood is conveyed, and the overall composition aligns well with the requested aesthetic. Minor deviations exist in the exact timing of the bloom sequence and in the precise rendering of subtle motion cues, but these do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene follows plausible botanical progression and lighting dynamics, with petals unfolding and stamens becoming visible in a believable manner. However, there are small inconsistencies in motion timing and depth cues that prevent a higher level of realism. Overall, the sequence remains coherent and credible, without major violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_5/index_tensor([267, 267])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_5/index_tensor([267, 267])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f29855d288fc67b08a466412755ef7ded3355f04
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_5/index_tensor([267, 267])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, shot from an underwater eye-level, follows the fierce confrontation between two massive largemouth bass with a slow, steady pan. In the murky, yet sun-drenched, freshwater lake, shafts of light create a Tyndall effect in the deep green water, illuminating tiny suspended particles. The bass on the left, slightly larger, its olive-green scales gleaming metallically in the light. Its gill covers open wide in fury, revealing vibrant red gill filaments. It lunges forward with explosive force, its massive mouth stretched to its limit. Its opponent on the right, no less, slaps the current with its powerful tail fin, stirring up a small cloud of bottom mud and sand. It nimbly twists its body in the water to meet the impact sideways. The moment the two fish collide, the image is filled with a sense of power, with visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements are not chaotic, but full of primitive and strategic aggressiveness. Every collision and bite stirs up the swaying aquatic plants around them, creating a tense, fierce and primitive competitive atmosphere full of vitality.",
+ "seed": 25095,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_5/index_267_seed_25095_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 3.515625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.375,
+ "avg": 9.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from an underwater eye-level, follows the fierce confrontation between two massive largemouth bass with a slow, steady pan. In the murky, yet sun-drenched, freshwater lake, shafts of light create a Tyndall effect in the deep green water, illuminating tiny suspended particles. The bass on the left, slightly larger, its olive-green scales gleaming metallically in the light. Its gill covers open wide in fury, revealing vibrant red gill filaments. It lunges forward with explosive force, its massive mouth stretched to its limit. Its opponent on the right, no less, slaps the current with its powerful tail fin, stirring up a small cloud of bottom mud and sand. It nimbly twists its body in the water to meet the impact sideways. The moment the two fish collide, the image is filled with a sense of power, with visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements are not chaotic, but full of primitive and strategic aggressiveness. Every collision and bite stirs up the swaying aquatic plants around them, creating a tense, fierce and primitive competitive atmosphere full of vitality.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an underwater eye level perspective showing two massive largemouth bass in a fierce confrontation. It specifies a slow steady pan, a murky yet sun drenched freshwater lake environment with shafts of light creating a tyndall effect, suspended particles, and detailed fish characteristics including scale coloration, gill cover details, and dynamic movements like lunging, tail slapping, and body twisting. The scene aims to convey a tense, primal competitive atmosphere with visible water disturbance and dynamic interactions.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The underwater visuals are coherent with a greenish tint and light shafts, and the fish are identifiable with reasonable detail. However, there are occasional softness and minor artifacts that reduce sharpness, and some frames show slight inconsistencies in lighting or motion. The sequence remains readable and aesthetically plausible, but it does not reach high fidelity throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: underwater eye level perspective, two bass, a sense of confrontation, and visible environmental cues such as suspended particles and light shafts. While exact scale details and precise motion nuances may vary, the major components described in the prompt are present and recognizable, yielding good fidelity to the intended scene.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible underwater physics and fish morphology, with believable interactions and environmental responses. Some minor deviations in scale proportions or motion timing exist, but they do not severely undermine overall realism.\n\nScoring Considerations:\nGround truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment aligns with these values, reflecting moderate visual quality, strong alignment to the prompt, and moderate 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": 2.875,
+ "TA": 3.515625,
+ "MQ": 3.03125,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an underwater eye level perspective showing two massive largemouth bass in a fierce confrontation. It specifies a slow steady pan, a murky yet sun drenched freshwater lake environment with shafts of light creating a tyndall effect, suspended particles, and detailed fish characteristics including scale coloration, gill cover details, and dynamic movements like lunging, tail slapping, and body twisting. The scene aims to convey a tense, primal competitive atmosphere with visible water disturbance and dynamic interactions.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The underwater visuals are coherent with a greenish tint and light shafts, and the fish are identifiable with reasonable detail. However, there are occasional softness and minor artifacts that reduce sharpness, and some frames show slight inconsistencies in lighting or motion. The sequence remains readable and aesthetically plausible, but it does not reach high fidelity throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: underwater eye level perspective, two bass, a sense of confrontation, and visible environmental cues such as suspended particles and light shafts. While exact scale details and precise motion nuances may vary, the major components described in the prompt are present and recognizable, yielding good fidelity to the intended scene.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible underwater physics and fish morphology, with believable interactions and environmental responses. Some minor deviations in scale proportions or motion timing exist, but they do not severely undermine overall realism.\n\nScoring Considerations:\nGround truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment aligns with these values, reflecting moderate visual quality, strong alignment to the prompt, and moderate physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from an underwater eye-level, follows the fierce confrontation between two massive largemouth bass with a slow, steady pan. In the murky, yet sun-drenched, freshwater lake, shafts of light create a Tyndall effect in the deep green water, illuminating tiny suspended particles. The bass on the left, slightly larger, its olive-green scales gleaming metallically in the light. Its gill covers open wide in fury, revealing vibrant red gill filaments. It lunges forward with explosive force, its massive mouth stretched to its limit. Its opponent on the right, no less, slaps the current with its powerful tail fin, stirring up a small cloud of bottom mud and sand. It nimbly twists its body in the water to meet the impact sideways. The moment the two fish collide, the image is filled with a sense of power, with visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements are not chaotic, but full of primitive and strategic aggressiveness. Every collision and bite stirs up the swaying aquatic plants around them, creating a tense, fierce and primitive competitive atmosphere full of vitality.",
+ "seed": 25096,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_5/index_267_seed_25096_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.75,
+ "avg": 9.765625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from an underwater eye-level, follows the fierce confrontation between two massive largemouth bass with a slow, steady pan. In the murky, yet sun-drenched, freshwater lake, shafts of light create a Tyndall effect in the deep green water, illuminating tiny suspended particles. The bass on the left, slightly larger, its olive-green scales gleaming metallically in the light. Its gill covers open wide in fury, revealing vibrant red gill filaments. It lunges forward with explosive force, its massive mouth stretched to its limit. Its opponent on the right, no less, slaps the current with its powerful tail fin, stirring up a small cloud of bottom mud and sand. It nimbly twists its body in the water to meet the impact sideways. The moment the two fish collide, the image is filled with a sense of power, with visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements are not chaotic, but full of primitive and strategic aggressiveness. Every collision and bite stirs up the swaying aquatic plants around them, creating a tense, fierce and primitive competitive atmosphere full of vitality.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an underwater eye level following a fierce confrontation between two massive largemouth bass with a slow steady pan. In the murky yet sun drenched freshwater lake shafts of light create a tyndall effect in the deep green water illuminating tiny suspended particles. The bass on the left is slightly larger with olive green scales gleaming metallically in the light. Its gill covers open wide in fury revealing vibrant red gill filaments as it lunges forward with explosive force stretching its massive mouth. The opponent on the right slaps the current with its powerful tail fin stirring up a small cloud of bottom mud and sand while twisting its body to meet the impact sideways. The moment the two fish collide should show visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements should be full of primitive and strategic aggressiveness with every collision and bite stirring up the swaying aquatic plants around them to create a tense, fierce and primitive competitive atmosphere full of vitality.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames depict an underwater scene with two bass and the lighting and color palette align with the prompt, but there are noticeable limitations. The resolution is adequate but not high, and some frames exhibit mild softness or compression artifacts that reduce fine detail. The sequence remains coherent across frames, with consistent lighting and color, though occasional minor inconsistencies appear. The result is acceptable but not exceptional, reflecting a mid-range visual quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: two bass, an underwater eye level perspective, a slow steady pan, and a depiction of a fierce confrontation with dynamic movement. The left bass shows olive green coloring and the right bass displays vibrant red gill filaments. The scene includes the expected environmental cues such as suspended particles and bottom mud, and the general progression toward collision is present. Some finer details such as exact scale dynamics and precise timing of the collision are not perfectly matched, but the overall correspondence remains solid.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible underwater physics, with believable fish motion and environmental interactions. However, there are minor deviations in scale dynamics and the intensity of the collision that prevent a higher score. Overall, the behavior and environment feel credible, with room for refinement in micro-physics accuracy.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.46875,
+ "MQ": 3.09375,
+ "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 medium shot from an underwater eye level following a fierce confrontation between two massive largemouth bass with a slow steady pan. In the murky yet sun drenched freshwater lake shafts of light create a tyndall effect in the deep green water illuminating tiny suspended particles. The bass on the left is slightly larger with olive green scales gleaming metallically in the light. Its gill covers open wide in fury revealing vibrant red gill filaments as it lunges forward with explosive force stretching its massive mouth. The opponent on the right slaps the current with its powerful tail fin stirring up a small cloud of bottom mud and sand while twisting its body to meet the impact sideways. The moment the two fish collide should show visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements should be full of primitive and strategic aggressiveness with every collision and bite stirring up the swaying aquatic plants around them to create a tense, fierce and primitive competitive atmosphere full of vitality.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames depict an underwater scene with two bass and the lighting and color palette align with the prompt, but there are noticeable limitations. The resolution is adequate but not high, and some frames exhibit mild softness or compression artifacts that reduce fine detail. The sequence remains coherent across frames, with consistent lighting and color, though occasional minor inconsistencies appear. The result is acceptable but not exceptional, reflecting a mid-range visual quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: two bass, an underwater eye level perspective, a slow steady pan, and a depiction of a fierce confrontation with dynamic movement. The left bass shows olive green coloring and the right bass displays vibrant red gill filaments. The scene includes the expected environmental cues such as suspended particles and bottom mud, and the general progression toward collision is present. Some finer details such as exact scale dynamics and precise timing of the collision are not perfectly matched, but the overall correspondence remains solid.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible underwater physics, with believable fish motion and environmental interactions. However, there are minor deviations in scale dynamics and the intensity of the collision that prevent a higher score. Overall, the behavior and environment feel credible, with room for refinement in micro-physics accuracy.\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": 25097,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_5/index_267_seed_25097_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 3.265625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.25,
+ "avg": 9.28125,
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+ "question": "medium shot, shot from an underwater eye-level, follows the fierce confrontation between two massive largemouth bass with a slow, steady pan. In the murky, yet sun-drenched, freshwater lake, shafts of light create a Tyndall effect in the deep green water, illuminating tiny suspended particles. The bass on the left, slightly larger, its olive-green scales gleaming metallically in the light. Its gill covers open wide in fury, revealing vibrant red gill filaments. It lunges forward with explosive force, its massive mouth stretched to its limit. Its opponent on the right, no less, slaps the current with its powerful tail fin, stirring up a small cloud of bottom mud and sand. It nimbly twists its body in the water to meet the impact sideways. The moment the two fish collide, the image is filled with a sense of power, with visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements are not chaotic, but full of primitive and strategic aggressiveness. Every collision and bite stirs up the swaying aquatic plants around them, creating a tense, fierce and primitive competitive atmosphere full of vitality.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an underwater eye level following a fierce confrontation between two massive largemouth bass with a slow steady pan. In the murky yet sun drenched freshwater lake shafts of light create a tyndall effect in the deep green water illuminating tiny suspended particles. The bass on the left is slightly larger with olive green scales gleaming metallically in the light. Its gill covers open wide in fury revealing vibrant red gill filaments as it lunges forward with explosive force stretching its massive mouth. The opponent on the right slaps the current with its powerful tail fin stirring up a small cloud of bottom mud and sand while twisting its body to meet the impact sideways. The moment the two fish collide should show visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements should be full of primitive and strategic aggressiveness with every collision and bite stirring up the swaying aquatic plants around them to create a tense, fierce and primitive competitive atmosphere full of vitality.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames depict an underwater scene with two bass and the lighting and color palette align with the prompt, but there are noticeable limitations. The resolution is adequate but not high, and some frames exhibit mild softness or compression artifacts that reduce fine detail. The sequence remains coherent across frames, with consistent lighting and color, though sharpness varies and a few frames feel slightly blurred. The underwater environment is convincingly rendered, but overall clarity 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 described in the prompt: two bass, an underwater eye level perspective, a slow steady pan, a sun drenched murky lake ambience, and the presence of light shafts and suspended particles. The left bass shows olive green scales with a metallic sheen, and the right bass displays a powerful build. The scene conveys the intended aggressive confrontation through open gills, lunging posture, and dynamic motion. While most details align well, a few nuanced aspects such as exact scale dynamics and precise environmental interactions are not perfectly matched, leaving minor gaps in perfect fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction generally adheres to plausible underwater physics and anatomy, but there are subtle inconsistencies in scale dynamics and interaction timing that prevent a higher score. Movement and environmental effects are believable, yet not flawless, resulting in a balanced overall assessment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0,
+ "TA": 3.265625,
+ "MQ": 3.015625,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an underwater eye level following a fierce confrontation between two massive largemouth bass with a slow steady pan. In the murky yet sun drenched freshwater lake shafts of light create a tyndall effect in the deep green water illuminating tiny suspended particles. The bass on the left is slightly larger with olive green scales gleaming metallically in the light. Its gill covers open wide in fury revealing vibrant red gill filaments as it lunges forward with explosive force stretching its massive mouth. The opponent on the right slaps the current with its powerful tail fin stirring up a small cloud of bottom mud and sand while twisting its body to meet the impact sideways. The moment the two fish collide should show visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements should be full of primitive and strategic aggressiveness with every collision and bite stirring up the swaying aquatic plants around them to create a tense, fierce and primitive competitive atmosphere full of vitality.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames depict an underwater scene with two bass and the lighting and color palette align with the prompt, but there are noticeable limitations. The resolution is adequate but not high, and some frames exhibit mild softness or compression artifacts that reduce fine detail. The sequence remains coherent across frames, with consistent lighting and color, though sharpness varies and a few frames feel slightly blurred. The underwater environment is convincingly rendered, but overall clarity 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 described in the prompt: two bass, an underwater eye level perspective, a slow steady pan, a sun drenched murky lake ambience, and the presence of light shafts and suspended particles. The left bass shows olive green scales with a metallic sheen, and the right bass displays a powerful build. The scene conveys the intended aggressive confrontation through open gills, lunging posture, and dynamic motion. While most details align well, a few nuanced aspects such as exact scale dynamics and precise environmental interactions are not perfectly matched, leaving minor gaps in perfect fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction generally adheres to plausible underwater physics and anatomy, but there are subtle inconsistencies in scale dynamics and interaction timing that prevent a higher score. Movement and environmental effects are believable, yet not flawless, resulting in a balanced overall assessment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from an underwater eye-level, follows the fierce confrontation between two massive largemouth bass with a slow, steady pan. In the murky, yet sun-drenched, freshwater lake, shafts of light create a Tyndall effect in the deep green water, illuminating tiny suspended particles. The bass on the left, slightly larger, its olive-green scales gleaming metallically in the light. Its gill covers open wide in fury, revealing vibrant red gill filaments. It lunges forward with explosive force, its massive mouth stretched to its limit. Its opponent on the right, no less, slaps the current with its powerful tail fin, stirring up a small cloud of bottom mud and sand. It nimbly twists its body in the water to meet the impact sideways. The moment the two fish collide, the image is filled with a sense of power, with visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements are not chaotic, but full of primitive and strategic aggressiveness. Every collision and bite stirs up the swaying aquatic plants around them, creating a tense, fierce and primitive competitive atmosphere full of vitality.",
+ "seed": 25098,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_5/index_267_seed_25098_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 3.125,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.1875,
+ "avg": 9.171875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from an underwater eye-level, follows the fierce confrontation between two massive largemouth bass with a slow, steady pan. In the murky, yet sun-drenched, freshwater lake, shafts of light create a Tyndall effect in the deep green water, illuminating tiny suspended particles. The bass on the left, slightly larger, its olive-green scales gleaming metallically in the light. Its gill covers open wide in fury, revealing vibrant red gill filaments. It lunges forward with explosive force, its massive mouth stretched to its limit. Its opponent on the right, no less, slaps the current with its powerful tail fin, stirring up a small cloud of bottom mud and sand. It nimbly twists its body in the water to meet the impact sideways. The moment the two fish collide, the image is filled with a sense of power, with visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements are not chaotic, but full of primitive and strategic aggressiveness. Every collision and bite stirs up the swaying aquatic plants around them, creating a tense, fierce and primitive competitive atmosphere full of vitality.",
+ "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 medium shot from an underwater eye level following a fierce confrontation between two massive largemouth bass with a slow steady pan. In the murky yet sun drenched freshwater lake shafts of light create a tyndall effect in the deep green water illuminating tiny suspended particles. The bass on the left is slightly larger with olive green scales gleaming metallically in the light. Its gill covers open wide in fury revealing vibrant red gill filaments as it lunges forward with explosive force stretching its massive mouth. The opponent on the right slaps the current with its powerful tail fin stirring up a small cloud of bottom mud and sand while twisting its body to meet the impact sideways. The moment the two fish collide should show visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements should be full of primitive and strategic aggressiveness with every collision and bite stirring up the swaying aquatic plants around them to create a tense, fierce and primitive competitive atmosphere full of vitality\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames present decent clarity and color, with believable underwater lighting and a convincing greenish tint. However, there are noticeable issues that prevent a higher rating: occasional motion blur during fast action, some frame-to-frame inconsistencies in scale rendering, and minor artifacts that reduce sharpness. The sequence remains coherent and readable, but it does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two bass, an underwater eye-level perspective, and a tense confrontation with dynamic movement. Key aspects such as the left bass being slightly larger, olive-green scales, open gills, and a lunging posture are represented. Some nuanced details like precise scale dynamics and exact timing of collisions are not perfectly matched, but the overall narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic underwater physics and anatomy, but there are subtle inconsistencies in scale motion and collision timing that prevent a higher score. Overall, the depiction remains plausible and coherent, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.125,
+ "MQ": 3.015625,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an underwater eye level following a fierce confrontation between two massive largemouth bass with a slow steady pan. In the murky yet sun drenched freshwater lake shafts of light create a tyndall effect in the deep green water illuminating tiny suspended particles. The bass on the left is slightly larger with olive green scales gleaming metallically in the light. Its gill covers open wide in fury revealing vibrant red gill filaments as it lunges forward with explosive force stretching its massive mouth. The opponent on the right slaps the current with its powerful tail fin stirring up a small cloud of bottom mud and sand while twisting its body to meet the impact sideways. The moment the two fish collide should show visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements should be full of primitive and strategic aggressiveness with every collision and bite stirring up the swaying aquatic plants around them to create a tense, fierce and primitive competitive atmosphere full of vitality\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames present decent clarity and color, with believable underwater lighting and a convincing greenish tint. However, there are noticeable issues that prevent a higher rating: occasional motion blur during fast action, some frame-to-frame inconsistencies in scale rendering, and minor artifacts that reduce sharpness. The sequence remains coherent and readable, but it does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two bass, an underwater eye-level perspective, and a tense confrontation with dynamic movement. Key aspects such as the left bass being slightly larger, olive-green scales, open gills, and a lunging posture are represented. Some nuanced details like precise scale dynamics and exact timing of collisions are not perfectly matched, but the overall narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic underwater physics and anatomy, but there are subtle inconsistencies in scale motion and collision timing that prevent a higher score. Overall, the depiction remains plausible and coherent, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_6/index_tensor([912, 912])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_6/index_tensor([912, 912])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcc82b0dd9e871abde5e99c3164beaeaadeac883
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_6/index_tensor([912, 912])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The film begins with a medium-distance, horizontal shot of a classic black steam train, accompanied by a rhythmic clang of metal and a deafening whistle. It steadily and powerfully moves across a majestic railway bridge constructed of rusted steel trusses. The train body gleams with the metallic sheen of an industrial age, while its massive chimneys billow thick, billowing white steam and gray smoke, which rapidly diffuse in the cold morning air. The rising sun, shining golden from behind the distant mountains, dramatically outlines the billowing smoke and the steel bridge. Then, the camera quickly and smoothly pulls back, gradually shrinking the train from the dominant subject of the picture to a small dot moving in the grand natural landscape, revealing the entire breathtaking scene: below is a deep and vast valley, with a winding river running through it like a silver ribbon, the hillsides are covered with dense, green coniferous forests of varying shades, morning mist lingers in the forest and valley, some peaks are looming in the mist, and the sunlight penetrates the mist, forming clearly visible beams of light in the valley. The whole picture is full of an epic atmosphere of the power of the industrial age intertwined with the majesty of nature.",
+ "seed": 17517,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_6/index_912_seed_17517_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.9375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.875,
+ "avg": 9.875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The film begins with a medium-distance, horizontal shot of a classic black steam train, accompanied by a rhythmic clang of metal and a deafening whistle. It steadily and powerfully moves across a majestic railway bridge constructed of rusted steel trusses. The train body gleams with the metallic sheen of an industrial age, while its massive chimneys billow thick, billowing white steam and gray smoke, which rapidly diffuse in the cold morning air. The rising sun, shining golden from behind the distant mountains, dramatically outlines the billowing smoke and the steel bridge. Then, the camera quickly and smoothly pulls back, gradually shrinking the train from the dominant subject of the picture to a small dot moving in the grand natural landscape, revealing the entire breathtaking scene: below is a deep and vast valley, with a winding river running through it like a silver ribbon, the hillsides are covered with dense, green coniferous forests of varying shades, morning mist lingers in the forest and valley, some peaks are looming in the mist, and the sunlight penetrates the mist, forming clearly visible beams of light in the valley. The whole picture is full of an epic atmosphere of the power of the industrial age intertwined with the majesty of nature.",
+ "token_credit_reward": 9.875,
+ "selected_reward": 9.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-distance, horizontal shot of a classic black steam train moving across a majestic railway bridge with detailed environmental elements. The video largely follows this structure but there are deviations that affect alignment.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the train and bridge clearly discernible against a mountainous backdrop. There are no major distortions or artifacts, and color grading remains stable across shots. However, the sequence does not exhibit high-end sharpness or cinematic polish, and some fine details may be underrepresented due to resolution limits. The motion appears smooth enough to convey movement, though the overall fidelity is not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the core elements—black steam locomotive, bridge, and a broad landscape with atmospheric lighting. Some specifics diverge: the bridge material reads more as orange/brown painted wood rather than rusted steel, and the camera movement described as a rapid pull-back is not strongly realized; the train remains relatively prominent rather than shrinking into a distant dot. Despite these deviations, the scene maintains coherence with the intended mood and setting.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The train’s motion and interaction with the bridge feel plausible, and the environmental lighting aligns with a sunrise/mist scenario. The bridge’s apparent material mismatch introduces a mild inconsistency, but it does not break overall realism. The scene remains believable within the depicted context, with no glaring physical implausibilities.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 3.9375,
+ "MQ": 3.046875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-distance, horizontal shot of a classic black steam train moving across a majestic railway bridge with detailed environmental elements. The video largely follows this structure but there are deviations that affect alignment.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the train and bridge clearly discernible against a mountainous backdrop. There are no major distortions or artifacts, and color grading remains stable across shots. However, the sequence does not exhibit high-end sharpness or cinematic polish, and some fine details may be underrepresented due to resolution limits. The motion appears smooth enough to convey movement, though the overall fidelity is not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the core elements—black steam locomotive, bridge, and a broad landscape with atmospheric lighting. Some specifics diverge: the bridge material reads more as orange/brown painted wood rather than rusted steel, and the camera movement described as a rapid pull-back is not strongly realized; the train remains relatively prominent rather than shrinking into a distant dot. Despite these deviations, the scene maintains coherence with the intended mood and setting.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The train’s motion and interaction with the bridge feel plausible, and the environmental lighting aligns with a sunrise/mist scenario. The bridge’s apparent material mismatch introduces a mild inconsistency, but it does not break overall realism. The scene remains believable within the depicted context, with no glaring physical implausibilities.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The film begins with a medium-distance, horizontal shot of a classic black steam train, accompanied by a rhythmic clang of metal and a deafening whistle. It steadily and powerfully moves across a majestic railway bridge constructed of rusted steel trusses. The train body gleams with the metallic sheen of an industrial age, while its massive chimneys billow thick, billowing white steam and gray smoke, which rapidly diffuse in the cold morning air. The rising sun, shining golden from behind the distant mountains, dramatically outlines the billowing smoke and the steel bridge. Then, the camera quickly and smoothly pulls back, gradually shrinking the train from the dominant subject of the picture to a small dot moving in the grand natural landscape, revealing the entire breathtaking scene: below is a deep and vast valley, with a winding river running through it like a silver ribbon, the hillsides are covered with dense, green coniferous forests of varying shades, morning mist lingers in the forest and valley, some peaks are looming in the mist, and the sunlight penetrates the mist, forming clearly visible beams of light in the valley. The whole picture is full of an epic atmosphere of the power of the industrial age intertwined with the majesty of nature.",
+ "seed": 17518,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_6/index_912_seed_17518_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.6875,
+ "video_score2_ta": 3.828125,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
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+ "question": "The film begins with a medium-distance, horizontal shot of a classic black steam train, accompanied by a rhythmic clang of metal and a deafening whistle. It steadily and powerfully moves across a majestic railway bridge constructed of rusted steel trusses. The train body gleams with the metallic sheen of an industrial age, while its massive chimneys billow thick, billowing white steam and gray smoke, which rapidly diffuse in the cold morning air. The rising sun, shining golden from behind the distant mountains, dramatically outlines the billowing smoke and the steel bridge. Then, the camera quickly and smoothly pulls back, gradually shrinking the train from the dominant subject of the picture to a small dot moving in the grand natural landscape, revealing the entire breathtaking scene: below is a deep and vast valley, with a winding river running through it like a silver ribbon, the hillsides are covered with dense, green coniferous forests of varying shades, morning mist lingers in the forest and valley, some peaks are looming in the mist, and the sunlight penetrates the mist, forming clearly visible beams of light in the valley. The whole picture is full of an epic atmosphere of the power of the industrial age intertwined with the majesty of nature.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-distance, horizontal shot of a classic black steam train moving across a majestic railway bridge with rusted steel trusses. The train should show a metallic sheen, with thick white steam and gray smoke billowing from massive chimneys, diffusing in cold morning air. A rising sun should cast golden light behind distant mountains, dramatically outlining the smoke and bridge. The camera should then pull back to reveal a vast valley with a winding river, hills covered in dense coniferous forests, morning mist, and sunbeams penetrating the mist.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Steam effects appear somewhat artificial and lack natural dispersion, and color grading is inconsistent across shots. The bridge and train details are recognizable, yet some textures look flat or slightly synthetic. The sequence remains coherent, but the overall realism is tempered by these artifacts.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a black steam locomotive, a bridge with visible truss structure, substantial white steam, and a mountainous landscape with a valley and river. The lighting suggests sunrise and the scene includes mist and forested hillsides. The camera movement from a closer view to a wider landscape view aligns with the described progression. Some minor deviations exist in exact timing and emphasis of certain details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the train sits on tracks, steam rises, and the landscape appears coherent. However, there are subtle inconsistencies in steam dispersion and lighting interactions that prevent a higher score. Overall, the dynamics are believable, though not perfectly aligned with real-world expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 3.828125,
+ "MQ": 3.3125,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-distance, horizontal shot of a classic black steam train moving across a majestic railway bridge with rusted steel trusses. The train should show a metallic sheen, with thick white steam and gray smoke billowing from massive chimneys, diffusing in cold morning air. A rising sun should cast golden light behind distant mountains, dramatically outlining the smoke and bridge. The camera should then pull back to reveal a vast valley with a winding river, hills covered in dense coniferous forests, morning mist, and sunbeams penetrating the mist.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Steam effects appear somewhat artificial and lack natural dispersion, and color grading is inconsistent across shots. The bridge and train details are recognizable, yet some textures look flat or slightly synthetic. The sequence remains coherent, but the overall realism is tempered by these artifacts.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a black steam locomotive, a bridge with visible truss structure, substantial white steam, and a mountainous landscape with a valley and river. The lighting suggests sunrise and the scene includes mist and forested hillsides. The camera movement from a closer view to a wider landscape view aligns with the described progression. Some minor deviations exist in exact timing and emphasis of certain details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the train sits on tracks, steam rises, and the landscape appears coherent. However, there are subtle inconsistencies in steam dispersion and lighting interactions that prevent a higher score. Overall, the dynamics are believable, though not perfectly aligned with real-world expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The film begins with a medium-distance, horizontal shot of a classic black steam train, accompanied by a rhythmic clang of metal and a deafening whistle. It steadily and powerfully moves across a majestic railway bridge constructed of rusted steel trusses. The train body gleams with the metallic sheen of an industrial age, while its massive chimneys billow thick, billowing white steam and gray smoke, which rapidly diffuse in the cold morning air. The rising sun, shining golden from behind the distant mountains, dramatically outlines the billowing smoke and the steel bridge. Then, the camera quickly and smoothly pulls back, gradually shrinking the train from the dominant subject of the picture to a small dot moving in the grand natural landscape, revealing the entire breathtaking scene: below is a deep and vast valley, with a winding river running through it like a silver ribbon, the hillsides are covered with dense, green coniferous forests of varying shades, morning mist lingers in the forest and valley, some peaks are looming in the mist, and the sunlight penetrates the mist, forming clearly visible beams of light in the valley. The whole picture is full of an epic atmosphere of the power of the industrial age intertwined with the majesty of nature.",
+ "seed": 17519,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_6/index_912_seed_17519_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 3.84375,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 10.0,
+ "avg": 10.0,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "The film begins with a medium-distance, horizontal shot of a classic black steam train, accompanied by a rhythmic clang of metal and a deafening whistle. It steadily and powerfully moves across a majestic railway bridge constructed of rusted steel trusses. The train body gleams with the metallic sheen of an industrial age, while its massive chimneys billow thick, billowing white steam and gray smoke, which rapidly diffuse in the cold morning air. The rising sun, shining golden from behind the distant mountains, dramatically outlines the billowing smoke and the steel bridge. Then, the camera quickly and smoothly pulls back, gradually shrinking the train from the dominant subject of the picture to a small dot moving in the grand natural landscape, revealing the entire breathtaking scene: below is a deep and vast valley, with a winding river running through it like a silver ribbon, the hillsides are covered with dense, green coniferous forests of varying shades, morning mist lingers in the forest and valley, some peaks are looming in the mist, and the sunlight penetrates the mist, forming clearly visible beams of light in the valley. The whole picture is full of an epic atmosphere of the power of the industrial age intertwined with the majesty of nature.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-distance, horizontal shot of a classic black steam locomotive moving across a majestic railway bridge with rusted steel trusses. The train should appear to gleam with metallic sheen, with thick white steam and gray smoke billowing from massive chimneys, diffusing in cold morning air. A rising sun should cast golden light behind distant mountains, dramatically outlining the smoke and bridge. The camera should then pull back to reveal a vast valley with a winding river, hillsides in dense coniferous forests, morning mist, and sunbeams penetrating the mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce fine detail. Steam effects are present but not consistently sharp, and there are occasional color grading inconsistencies and mild noise. The lighting and atmospheric elements (mist, sunbeams) are conveyed, yet overall crispness and texture fidelity are limited, resulting in a mid-range visual impression rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a black steam locomotive on a bridge with visible steam, a mountainous landscape, and warm sunrise lighting with mist. The sequence includes the intended camera movement from a closer view to a wider landscape, and the scene composition aligns with the described setting. Some minor deviations exist in exact timing of the pullback and in the precise appearance of certain environmental details, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the locomotive sits on the bridge with believable steam emission, and the landscape elements interact in a coherent manner. However, there are subtle inconsistencies in scale, perspective, or lighting transitions during the camera movement that prevent a higher level of realism. Overall, the scene remains believable but not perfectly cohesive in every aspect.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 3.84375,
+ "MQ": 3.21875,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-distance, horizontal shot of a classic black steam locomotive moving across a majestic railway bridge with rusted steel trusses. The train should appear to gleam with metallic sheen, with thick white steam and gray smoke billowing from massive chimneys, diffusing in cold morning air. A rising sun should cast golden light behind distant mountains, dramatically outlining the smoke and bridge. The camera should then pull back to reveal a vast valley with a winding river, hillsides in dense coniferous forests, morning mist, and sunbeams penetrating the mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce fine detail. Steam effects are present but not consistently sharp, and there are occasional color grading inconsistencies and mild noise. The lighting and atmospheric elements (mist, sunbeams) are conveyed, yet overall crispness and texture fidelity are limited, resulting in a mid-range visual impression rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a black steam locomotive on a bridge with visible steam, a mountainous landscape, and warm sunrise lighting with mist. The sequence includes the intended camera movement from a closer view to a wider landscape, and the scene composition aligns with the described setting. Some minor deviations exist in exact timing of the pullback and in the precise appearance of certain environmental details, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the locomotive sits on the bridge with believable steam emission, and the landscape elements interact in a coherent manner. However, there are subtle inconsistencies in scale, perspective, or lighting transitions during the camera movement that prevent a higher level of realism. Overall, the scene remains believable but not perfectly cohesive in every aspect.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The film begins with a medium-distance, horizontal shot of a classic black steam train, accompanied by a rhythmic clang of metal and a deafening whistle. It steadily and powerfully moves across a majestic railway bridge constructed of rusted steel trusses. The train body gleams with the metallic sheen of an industrial age, while its massive chimneys billow thick, billowing white steam and gray smoke, which rapidly diffuse in the cold morning air. The rising sun, shining golden from behind the distant mountains, dramatically outlines the billowing smoke and the steel bridge. Then, the camera quickly and smoothly pulls back, gradually shrinking the train from the dominant subject of the picture to a small dot moving in the grand natural landscape, revealing the entire breathtaking scene: below is a deep and vast valley, with a winding river running through it like a silver ribbon, the hillsides are covered with dense, green coniferous forests of varying shades, morning mist lingers in the forest and valley, some peaks are looming in the mist, and the sunlight penetrates the mist, forming clearly visible beams of light in the valley. The whole picture is full of an epic atmosphere of the power of the industrial age intertwined with the majesty of nature.",
+ "seed": 17520,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_6/index_912_seed_17520_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.71875,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 9.875,
+ "avg": 9.90625,
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+ "question": "The film begins with a medium-distance, horizontal shot of a classic black steam train, accompanied by a rhythmic clang of metal and a deafening whistle. It steadily and powerfully moves across a majestic railway bridge constructed of rusted steel trusses. The train body gleams with the metallic sheen of an industrial age, while its massive chimneys billow thick, billowing white steam and gray smoke, which rapidly diffuse in the cold morning air. The rising sun, shining golden from behind the distant mountains, dramatically outlines the billowing smoke and the steel bridge. Then, the camera quickly and smoothly pulls back, gradually shrinking the train from the dominant subject of the picture to a small dot moving in the grand natural landscape, revealing the entire breathtaking scene: below is a deep and vast valley, with a winding river running through it like a silver ribbon, the hillsides are covered with dense, green coniferous forests of varying shades, morning mist lingers in the forest and valley, some peaks are looming in the mist, and the sunlight penetrates the mist, forming clearly visible beams of light in the valley. The whole picture is full of an epic atmosphere of the power of the industrial age intertwined with the majesty of nature.",
+ "token_credit_reward": 9.875,
+ "selected_reward": 9.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-distance, horizontal shot of a classic black steam locomotive moving across a majestic railway bridge with rusted steel trusses. The train gleams with metallic sheen, and thick white steam and gray smoke rise from the chimneys into a cold morning atmosphere. A rising sun casts golden light that dramatically outlines the smoke and bridge, followed by a rapid camera pull-back to reveal a vast valley with a winding river, dense coniferous forests, morning mist, and sunbeams penetrating the mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in background elements and fine details. Steam effects appear somewhat artificial and lack natural dispersion. The locomotive remains reasonably clear, and lighting/color grading is consistent, but overall sharpness and texture detail do not reach high-fidelity levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a black steam locomotive on a bridge with visible steam, a mountainous landscape, and a dramatic sky. The sequence includes the intended camera movement and the reveal of the valley with a winding river. Some atmospheric nuances and precise environmental cues are present but not perfectly matched, resulting in minor deviations from the exact prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the locomotive sits on the bridge, steam rises naturally, and the landscape appears coherent. However, there are subtle inconsistencies in steam dispersion and lighting interactions that prevent a higher level of realism, though no major physical violations are evident.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
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+ "TA": 3.71875,
+ "MQ": 3.203125,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-distance, horizontal shot of a classic black steam locomotive moving across a majestic railway bridge with rusted steel trusses. The train gleams with metallic sheen, and thick white steam and gray smoke rise from the chimneys into a cold morning atmosphere. A rising sun casts golden light that dramatically outlines the smoke and bridge, followed by a rapid camera pull-back to reveal a vast valley with a winding river, dense coniferous forests, morning mist, and sunbeams penetrating the mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in background elements and fine details. Steam effects appear somewhat artificial and lack natural dispersion. The locomotive remains reasonably clear, and lighting/color grading is consistent, but overall sharpness and texture detail do not reach high-fidelity levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a black steam locomotive on a bridge with visible steam, a mountainous landscape, and a dramatic sky. The sequence includes the intended camera movement and the reveal of the valley with a winding river. Some atmospheric nuances and precise environmental cues are present but not perfectly matched, resulting in minor deviations from the exact prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the locomotive sits on the bridge, steam rises naturally, and the landscape appears coherent. However, there are subtle inconsistencies in steam dispersion and lighting interactions that prevent a higher level of realism, though no major physical violations are evident.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_7/index_tensor([4618, 4618])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_7/index_tensor([4618, 4618])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c8f0f39c1ef950aa4b586b0c3fcec0727e4afc3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_7/index_tensor([4618, 4618])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "wide, low-angle shot captures an apocalyptic scene. In the sky, thick, inky storm clouds piled up, nearly reaching the sea level, only a hint of eerie cold light piercing the horizon. Beneath this oppressive canopy, a mountain-like wave relentlessly pressed against the rugged, rocky coastline. This towering wall of water, a deep turquoise, its surface wrinkled and creased, crowned by a roiling crest of chaotic white foam, resembles a moving, angry mountain range of crystal. As the wave crashes with thunderous force against the dark, slippery rocks, eroded by the sea, it erupts with astonishing force, sending up a massive column of white spray and foam that nearly touches the clouds. Countless tons of seawater are ripped into billions of crystalline droplets in the air, cascading down to rejoin the surging ocean below. The entire picture presents a cold monochrome tone in the dim light, with only the dazzling white flashing when the waves splash, creating a majestic, primitive and awe-inspiring tense atmosphere, full of the irresistible wild power of nature.",
+ "seed": 27257,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_7/index_4618_seed_27257_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 10.0625,
+ "avg": 10.046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide, low-angle shot captures an apocalyptic scene. In the sky, thick, inky storm clouds piled up, nearly reaching the sea level, only a hint of eerie cold light piercing the horizon. Beneath this oppressive canopy, a mountain-like wave relentlessly pressed against the rugged, rocky coastline. This towering wall of water, a deep turquoise, its surface wrinkled and creased, crowned by a roiling crest of chaotic white foam, resembles a moving, angry mountain range of crystal. As the wave crashes with thunderous force against the dark, slippery rocks, eroded by the sea, it erupts with astonishing force, sending up a massive column of white spray and foam that nearly touches the clouds. Countless tons of seawater are ripped into billions of crystalline droplets in the air, cascading down to rejoin the surging ocean below. The entire picture presents a cold monochrome tone in the dim light, with only the dazzling white flashing when the waves splash, creating a majestic, primitive and awe-inspiring tense atmosphere, full of the irresistible wild power of nature.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle shot capturing an apocalyptic seascape with thick storm clouds, a towering turquoise wave, a rugged coastline, and dramatic lighting. The video largely follows this concept 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 and clear depiction of the wave and coastline, with stable lighting and color balance. There are no major distortions or artifacts, but the sequence does not exhibit high-end sharpness or cinematic polish, which keeps the quality at a middle level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the core elements — wide, low-angle composition; stormy sky; a large turquoise wave; a rocky coastline; and dynamic wave action. However, certain atmospheric nuances and dramatic lighting described in the prompt are underrepresented, resulting in partial alignment.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The wave dynamics and interaction with the rocky shore follow plausible ocean behavior, with natural foam patterns and spray. While generally coherent, there may be minor simplifications in turbulence and scale that prevent a higher-fidelity portrayal.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 3, and Physical Consistency 3. The revised assessment reflects these mid-level ratings across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 3.703125,
+ "MQ": 3.046875,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle shot capturing an apocalyptic seascape with thick storm clouds, a towering turquoise wave, a rugged coastline, and dramatic lighting. The video largely follows this concept 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 and clear depiction of the wave and coastline, with stable lighting and color balance. There are no major distortions or artifacts, but the sequence does not exhibit high-end sharpness or cinematic polish, which keeps the quality at a middle level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the core elements — wide, low-angle composition; stormy sky; a large turquoise wave; a rocky coastline; and dynamic wave action. However, certain atmospheric nuances and dramatic lighting described in the prompt are underrepresented, resulting in partial alignment.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The wave dynamics and interaction with the rocky shore follow plausible ocean behavior, with natural foam patterns and spray. While generally coherent, there may be minor simplifications in turbulence and scale that prevent a higher-fidelity portrayal.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 3, and Physical Consistency 3. The revised assessment reflects these mid-level ratings across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 27258,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_7/index_4618_seed_27258_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.1875,
+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
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+ "question": "wide, low-angle shot captures an apocalyptic scene. In the sky, thick, inky storm clouds piled up, nearly reaching the sea level, only a hint of eerie cold light piercing the horizon. Beneath this oppressive canopy, a mountain-like wave relentlessly pressed against the rugged, rocky coastline. This towering wall of water, a deep turquoise, its surface wrinkled and creased, crowned by a roiling crest of chaotic white foam, resembles a moving, angry mountain range of crystal. As the wave crashes with thunderous force against the dark, slippery rocks, eroded by the sea, it erupts with astonishing force, sending up a massive column of white spray and foam that nearly touches the clouds. Countless tons of seawater are ripped into billions of crystalline droplets in the air, cascading down to rejoin the surging ocean below. The entire picture presents a cold monochrome tone in the dim light, with only the dazzling white flashing when the waves splash, creating a majestic, primitive and awe-inspiring tense atmosphere, full of the irresistible wild power of nature.",
+ "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 the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle shot capturing an apocalyptic seascape with thick storm clouds, a towering turquoise wave, a rugged coastline, dramatic lighting, and a cold, tense atmosphere. The video largely follows these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the wave, coastline, and sky, but there are occasional minor artifacts and slight softness in distant areas. Color grading remains consistent across shots, and lighting supports the moody, overcast atmosphere. No major distortions or abrupt frame-to-frame changes are evident, and the sequence maintains a coherent visual narrative.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the wide, low-angle composition, the apocalyptic mood, the thick storm clouds, and the turquoise wave with white foam. The coastline is visible and the dramatic lighting is present. A few nuanced details—such as the exact intensity of the spray, the precise color balance, or subtle timing of the eruption—are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical realism is moderate (score 3). The wave dynamics and interaction with the rocky coast follow plausible coastal physics, and the scale relationships feel reasonable. Some aspects, such as the eruption column height and the timing of spray, are stylized rather than strictly physically accurate, which slightly reduces strict common-sense consistency while preserving overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.1875,
+ "TA": 3.859375,
+ "MQ": 3.265625,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle shot capturing an apocalyptic seascape with thick storm clouds, a towering turquoise wave, a rugged coastline, dramatic lighting, and a cold, tense atmosphere. The video largely follows these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the wave, coastline, and sky, but there are occasional minor artifacts and slight softness in distant areas. Color grading remains consistent across shots, and lighting supports the moody, overcast atmosphere. No major distortions or abrupt frame-to-frame changes are evident, and the sequence maintains a coherent visual narrative.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the wide, low-angle composition, the apocalyptic mood, the thick storm clouds, and the turquoise wave with white foam. The coastline is visible and the dramatic lighting is present. A few nuanced details—such as the exact intensity of the spray, the precise color balance, or subtle timing of the eruption—are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical realism is moderate (score 3). The wave dynamics and interaction with the rocky coast follow plausible coastal physics, and the scale relationships feel reasonable. Some aspects, such as the eruption column height and the timing of spray, are stylized rather than strictly physically accurate, which slightly reduces strict common-sense consistency while preserving 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": 27259,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_7/index_4618_seed_27259_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.0,
+ "avg": 10.0,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "wide, low-angle shot captures an apocalyptic scene. In the sky, thick, inky storm clouds piled up, nearly reaching the sea level, only a hint of eerie cold light piercing the horizon. Beneath this oppressive canopy, a mountain-like wave relentlessly pressed against the rugged, rocky coastline. This towering wall of water, a deep turquoise, its surface wrinkled and creased, crowned by a roiling crest of chaotic white foam, resembles a moving, angry mountain range of crystal. As the wave crashes with thunderous force against the dark, slippery rocks, eroded by the sea, it erupts with astonishing force, sending up a massive column of white spray and foam that nearly touches the clouds. Countless tons of seawater are ripped into billions of crystalline droplets in the air, cascading down to rejoin the surging ocean below. The entire picture presents a cold monochrome tone in the dim light, with only the dazzling white flashing when the waves splash, creating a majestic, primitive and awe-inspiring tense atmosphere, full of the irresistible wild power of nature.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle apocalyptic seascape with thick storm clouds, a towering turquoise wave, a dark rocky coastline, and dramatic wave action culminating in a massive spray column. The intended mood is cold and monochromatic with white flashes, conveying wild natural power.\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 sky and distant foam. Color grading is vivid, with strong cyan tones, yet fine details remain lacking. There are no major distortions or artifacts, and transitions between frames are smooth, but the overall sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: wide, low-angle composition; apocalyptic mood; thick storm clouds; a large turquoise wave; a dark rocky coastline; and dynamic wave action including spray. The sequence conveys the intended drama and scale, though a few nuanced aspects such as exact color balance and atmospheric nuances may vary slightly, preventing a perfect match.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The wave dynamics and foam behavior are broadly plausible, and the interaction with the rocky coast aligns with expected physics. However, there are minor inconsistencies in scale cues and spray intensity relative to the wave height, which slightly reduce realism. Overall, the scene remains believable within the depicted context.\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": 3.046875,
+ "TA": 3.796875,
+ "MQ": 3.15625,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle apocalyptic seascape with thick storm clouds, a towering turquoise wave, a dark rocky coastline, and dramatic wave action culminating in a massive spray column. The intended mood is cold and monochromatic with white flashes, conveying wild natural power.\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 sky and distant foam. Color grading is vivid, with strong cyan tones, yet fine details remain lacking. There are no major distortions or artifacts, and transitions between frames are smooth, but the overall sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: wide, low-angle composition; apocalyptic mood; thick storm clouds; a large turquoise wave; a dark rocky coastline; and dynamic wave action including spray. The sequence conveys the intended drama and scale, though a few nuanced aspects such as exact color balance and atmospheric nuances may vary slightly, preventing a perfect match.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The wave dynamics and foam behavior are broadly plausible, and the interaction with the rocky coast aligns with expected physics. However, there are minor inconsistencies in scale cues and spray intensity relative to the wave height, which slightly reduce realism. Overall, the scene remains believable within the depicted context.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide, low-angle shot captures an apocalyptic scene. In the sky, thick, inky storm clouds piled up, nearly reaching the sea level, only a hint of eerie cold light piercing the horizon. Beneath this oppressive canopy, a mountain-like wave relentlessly pressed against the rugged, rocky coastline. This towering wall of water, a deep turquoise, its surface wrinkled and creased, crowned by a roiling crest of chaotic white foam, resembles a moving, angry mountain range of crystal. As the wave crashes with thunderous force against the dark, slippery rocks, eroded by the sea, it erupts with astonishing force, sending up a massive column of white spray and foam that nearly touches the clouds. Countless tons of seawater are ripped into billions of crystalline droplets in the air, cascading down to rejoin the surging ocean below. The entire picture presents a cold monochrome tone in the dim light, with only the dazzling white flashing when the waves splash, creating a majestic, primitive and awe-inspiring tense atmosphere, full of the irresistible wild power of nature.",
+ "seed": 27260,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_7/index_4618_seed_27260_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 10.0,
+ "avg": 10.0,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide, low-angle shot captures an apocalyptic scene. In the sky, thick, inky storm clouds piled up, nearly reaching the sea level, only a hint of eerie cold light piercing the horizon. Beneath this oppressive canopy, a mountain-like wave relentlessly pressed against the rugged, rocky coastline. This towering wall of water, a deep turquoise, its surface wrinkled and creased, crowned by a roiling crest of chaotic white foam, resembles a moving, angry mountain range of crystal. As the wave crashes with thunderous force against the dark, slippery rocks, eroded by the sea, it erupts with astonishing force, sending up a massive column of white spray and foam that nearly touches the clouds. Countless tons of seawater are ripped into billions of crystalline droplets in the air, cascading down to rejoin the surging ocean below. The entire picture presents a cold monochrome tone in the dim light, with only the dazzling white flashing when the waves splash, creating a majestic, primitive and awe-inspiring tense atmosphere, full of the irresistible wild power of nature.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle shot capturing an apocalyptic seascape with thick storm clouds, a towering turquoise wave, dramatic lighting, and a cold, tense atmosphere. The video largely reflects these elements, though some specifics (e.g., exact color balance and cloud density) may vary slightly.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The sequence remains coherent and stable, with no major distortions or abrupt changes, yielding a mid-range visual impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements—wide low-angle composition, apocalyptic mood, stormy sky, large wave, and rocky coastline—with convincing dynamics. Some nuanced details (like precise color grading and cloud texture) are present but not perfectly matched, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). Wave–rock interactions and spray are plausible, and the general motion aligns with real-world expectations. However, there are subtle inconsistencies in scale and timing that prevent a higher level of believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 3.796875,
+ "MQ": 3.21875,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle shot capturing an apocalyptic seascape with thick storm clouds, a towering turquoise wave, dramatic lighting, and a cold, tense atmosphere. The video largely reflects these elements, though some specifics (e.g., exact color balance and cloud density) may vary slightly.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The sequence remains coherent and stable, with no major distortions or abrupt changes, yielding a mid-range visual impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements—wide low-angle composition, apocalyptic mood, stormy sky, large wave, and rocky coastline—with convincing dynamics. Some nuanced details (like precise color grading and cloud texture) are present but not perfectly matched, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). Wave–rock interactions and spray are plausible, and the general motion aligns with real-world expectations. However, there are subtle inconsistencies in scale and timing that prevent a higher level of believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_8/index_tensor([1986, 1986])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_8/index_tensor([1986, 1986])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2459553088a4377a745e6679421c923a4e998f3e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_8/index_tensor([1986, 1986])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "close-up, static shot captured with a miniature effect, pinpoints the sharp focus of a loving mother hen. Her fluffy feathers are a warm white and soft brown, and beneath a small, healthy red comb, a pair of bright black eyes are filled with gentle concentration. Standing on the dry earth, she leans slightly forward, carefully and methodically dipping her sharp, pale yellow beak into a small pile of golden millet and mixed grains before her. With a series of delicate, gentle pecks and pushes, she spreads the grains evenly on the ground, preparing them for the upcoming feeding. Soft, diffused natural light evenly illuminates the scene, highlighting the fluffy texture of her feathers and making each grain shimmer. In the background, a beautifully blurred farmyard appears, its weathered wooden fence and scattered green grass rendered as soft, abstract blocks of color. The entire painting is lightly desaturated, with earthy browns, soft yellows, and soft whites dominating, creating a warm atmosphere of tranquility, peace, and maternal care.",
+ "seed": 27805,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_8/index_1986_seed_27805_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": 4.09375,
+ "video_score2_ta": 3.515625,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 11.625,
+ "avg": 11.609375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up, static shot captured with a miniature effect, pinpoints the sharp focus of a loving mother hen. Her fluffy feathers are a warm white and soft brown, and beneath a small, healthy red comb, a pair of bright black eyes are filled with gentle concentration. Standing on the dry earth, she leans slightly forward, carefully and methodically dipping her sharp, pale yellow beak into a small pile of golden millet and mixed grains before her. With a series of delicate, gentle pecks and pushes, she spreads the grains evenly on the ground, preparing them for the upcoming feeding. Soft, diffused natural light evenly illuminates the scene, highlighting the fluffy texture of her feathers and making each grain shimmer. In the background, a beautifully blurred farmyard appears, its weathered wooden fence and scattered green grass rendered as soft, abstract blocks of color. The entire painting is lightly desaturated, with earthy browns, soft yellows, and soft whites dominating, creating a warm atmosphere of tranquility, peace, and maternal care.",
+ "token_credit_reward": 11.625,
+ "selected_reward": 11.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot captured with a miniature effect, focusing on a loving mother hen. It specifies:\n- Close-up, static shot\n- Miniature effect\n- Sharp focus on the mother hen\n- Warm white and soft brown feathers\n- Small, healthy red comb\n- Bright black eyes filled with gentle concentration\n- Standing on dry earth\n- Leaning slightly forward\n- Carefully and methodically dipping beak into small pile of golden millet and mixed grains\n- Delicate, gentle pecks and pushes to spread grains evenly\n- Soft, diffused natural light\n- Fluffy texture of feathers\n- Grains shimmering\n- Background: weathered wooden fence and scattered green grass\n- Earthy browns, soft yellows, and soft whites dominating\n- Warm atmosphere of tranquility, peace, and maternal care\n\nVisual Quality Assessment:\nThe frames show solid visual quality with good detail in the feathers, comb, and beak, and lighting that remains consistent across shots. The depth of field and color grading contribute to a warm, natural look, and there are no obvious distortions or artifacts. However, the overall polish is not perfect; minor inconsistencies in texture continuity and occasional slight color shifts prevent a top-tier (5) rating. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt’s core elements: close-up framing, static composition, and a miniature-feel presentation with a clearly visible mother-hen subject. The beak, comb, and feather details are well represented, and the scene conveys a gentle, attentive demeanor while foraging. Some nuanced aspects—such as the exact timing of subtle eye expressions and the precise motion of spreading grains—are present but not perfectly synchronized throughout the sequence. The alignment is strong and coherent, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nAnatomy, posture, and foraging behavior appear natural and plausible, with lighting and shadows supporting realism. A few micro-behaviors (e.g., the exact sequence of grain handling) are not exhaustively demonstrated, but they do not violate common-sense expectations. Overall, physical consistency is solid and consistent with a score of 4.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 4; Physical Consistency = 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 4.09375,
+ "TA": 3.515625,
+ "MQ": 4.0,
+ "Overall": 11.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot captured with a miniature effect, focusing on a loving mother hen. It specifies:\n- Close-up, static shot\n- Miniature effect\n- Sharp focus on the mother hen\n- Warm white and soft brown feathers\n- Small, healthy red comb\n- Bright black eyes filled with gentle concentration\n- Standing on dry earth\n- Leaning slightly forward\n- Carefully and methodically dipping beak into small pile of golden millet and mixed grains\n- Delicate, gentle pecks and pushes to spread grains evenly\n- Soft, diffused natural light\n- Fluffy texture of feathers\n- Grains shimmering\n- Background: weathered wooden fence and scattered green grass\n- Earthy browns, soft yellows, and soft whites dominating\n- Warm atmosphere of tranquility, peace, and maternal care\n\nVisual Quality Assessment:\nThe frames show solid visual quality with good detail in the feathers, comb, and beak, and lighting that remains consistent across shots. The depth of field and color grading contribute to a warm, natural look, and there are no obvious distortions or artifacts. However, the overall polish is not perfect; minor inconsistencies in texture continuity and occasional slight color shifts prevent a top-tier (5) rating. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt’s core elements: close-up framing, static composition, and a miniature-feel presentation with a clearly visible mother-hen subject. The beak, comb, and feather details are well represented, and the scene conveys a gentle, attentive demeanor while foraging. Some nuanced aspects—such as the exact timing of subtle eye expressions and the precise motion of spreading grains—are present but not perfectly synchronized throughout the sequence. The alignment is strong and coherent, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nAnatomy, posture, and foraging behavior appear natural and plausible, with lighting and shadows supporting realism. A few micro-behaviors (e.g., the exact sequence of grain handling) are not exhaustively demonstrated, but they do not violate common-sense expectations. Overall, physical consistency is solid and consistent with a score of 4.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 4; Physical Consistency = 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 27806,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_8/index_1986_seed_27806_dp_16_rank_32_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.25,
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+ "video_score2_overall": 10.0,
+ "avg": 10.03125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot with a miniature effect focusing on a loving mother hen. It specifies warm white and soft brown feathers, a small red comb, bright black eyes, standing on dry earth, leaning forward, dipping the pale yellow beak into a small pile of golden millet and mixed grains, spreading grains with delicate, gentle pecks, and a warm tranquil atmosphere with soft lighting and a blurred farmyard background.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur that may reflect depth-of-field or generation artifacts. The subject remains identifiable across frames, but fine details such as feather edges and grain textures are not consistently crisp. There are no major distortions or abrupt frame-to-frame changes, and lighting stays relatively stable, though not perfectly uniform. The background blur is present but not overly aggressive, keeping the scene legible while reducing background detail. In sum, the video presents a coherent but not high-fidelity visual representation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, static composition, miniature/halftone aesthetic, warm feather tones, visible red comb, dark eyes, standing on dry ground, leaning forward, and pecking at a grain pile. The sequence conveys gentle feeding behavior and a warm, tranquil mood. Minor deviations exist in exact eye visibility and the precise timing of grain spreading, but these do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible avian anatomy and feeding behavior, with believable posture and pecking dynamics. However, there are subtle inconsistencies in micro-motions and timing of grain interaction that prevent perfect realism, though they do not break the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.4375,
+ "TA": 3.25,
+ "MQ": 3.34375,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot with a miniature effect focusing on a loving mother hen. It specifies warm white and soft brown feathers, a small red comb, bright black eyes, standing on dry earth, leaning forward, dipping the pale yellow beak into a small pile of golden millet and mixed grains, spreading grains with delicate, gentle pecks, and a warm tranquil atmosphere with soft lighting and a blurred farmyard background.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur that may reflect depth-of-field or generation artifacts. The subject remains identifiable across frames, but fine details such as feather edges and grain textures are not consistently crisp. There are no major distortions or abrupt frame-to-frame changes, and lighting stays relatively stable, though not perfectly uniform. The background blur is present but not overly aggressive, keeping the scene legible while reducing background detail. In sum, the video presents a coherent but not high-fidelity visual representation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, static composition, miniature/halftone aesthetic, warm feather tones, visible red comb, dark eyes, standing on dry ground, leaning forward, and pecking at a grain pile. The sequence conveys gentle feeding behavior and a warm, tranquil mood. Minor deviations exist in exact eye visibility and the precise timing of grain spreading, but these do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible avian anatomy and feeding behavior, with believable posture and pecking dynamics. However, there are subtle inconsistencies in micro-motions and timing of grain interaction that prevent perfect realism, though they do not break the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up, static shot captured with a miniature effect, pinpoints the sharp focus of a loving mother hen. Her fluffy feathers are a warm white and soft brown, and beneath a small, healthy red comb, a pair of bright black eyes are filled with gentle concentration. Standing on the dry earth, she leans slightly forward, carefully and methodically dipping her sharp, pale yellow beak into a small pile of golden millet and mixed grains before her. With a series of delicate, gentle pecks and pushes, she spreads the grains evenly on the ground, preparing them for the upcoming feeding. Soft, diffused natural light evenly illuminates the scene, highlighting the fluffy texture of her feathers and making each grain shimmer. In the background, a beautifully blurred farmyard appears, its weathered wooden fence and scattered green grass rendered as soft, abstract blocks of color. The entire painting is lightly desaturated, with earthy browns, soft yellows, and soft whites dominating, creating a warm atmosphere of tranquility, peace, and maternal care.",
+ "seed": 27807,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_8/index_1986_seed_27807_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.71875,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 3.859375,
+ "video_score2_overall": 11.0625,
+ "avg": 11.03125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "close-up, static shot captured with a miniature effect, pinpoints the sharp focus of a loving mother hen. Her fluffy feathers are a warm white and soft brown, and beneath a small, healthy red comb, a pair of bright black eyes are filled with gentle concentration. Standing on the dry earth, she leans slightly forward, carefully and methodically dipping her sharp, pale yellow beak into a small pile of golden millet and mixed grains before her. With a series of delicate, gentle pecks and pushes, she spreads the grains evenly on the ground, preparing them for the upcoming feeding. Soft, diffused natural light evenly illuminates the scene, highlighting the fluffy texture of her feathers and making each grain shimmer. In the background, a beautifully blurred farmyard appears, its weathered wooden fence and scattered green grass rendered as soft, abstract blocks of color. The entire painting is lightly desaturated, with earthy browns, soft yellows, and soft whites dominating, creating a warm atmosphere of tranquility, peace, and maternal care.",
+ "token_credit_reward": 11.0625,
+ "selected_reward": 11.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot with a miniature effect focusing on a loving mother hen. It specifies warm white and soft brown feathers, a small red comb, bright black eyes, standing on dry earth, leaning forward, dipping the pale yellow beak into a small pile of golden millet and mixed grains, spreading the grains with delicate, gentle pecks, and a warm tranquil atmosphere with soft lighting and a blurred farmyard background.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear feather details and a well-defined rooster head. The depth of field creates a pleasant background blur, and lighting remains soft and natural. Colors are warm and natural, with good contrast between subject and background. There are no obvious distortions or artifacts, and motion appears smooth across frames. Overall, Visual Quality is solid but not exceptional (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt, including close-up framing, static composition, and a miniature-feel depth of field. However, some aspects are not fully realized: the eyes are not clearly visible, and the specific action of spreading grains is not clearly demonstrated; the beak interaction with the grain pile exists but is not strongly emphasized. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene presents plausible chicken anatomy and behavior, with natural posture and believable pecking dynamics. Lighting and shadows align with outdoor conditions, and the environment feels authentic. Minor deviations exist in the exact interaction with the grain pile and subtle timing nuances, but overall physical realism is strong (score 4).\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 4, Text-to-Video Alignment 3, and Physical Consistency 4. The revised assessment reflects these values while preserving the original structure and emphasis.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ },
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+ "MQ": 3.859375,
+ "Overall": 11.0625
+ }
+ }
+ ],
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot with a miniature effect focusing on a loving mother hen. It specifies warm white and soft brown feathers, a small red comb, bright black eyes, standing on dry earth, leaning forward, dipping the pale yellow beak into a small pile of golden millet and mixed grains, spreading the grains with delicate, gentle pecks, and a warm tranquil atmosphere with soft lighting and a blurred farmyard background.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear feather details and a well-defined rooster head. The depth of field creates a pleasant background blur, and lighting remains soft and natural. Colors are warm and natural, with good contrast between subject and background. There are no obvious distortions or artifacts, and motion appears smooth across frames. Overall, Visual Quality is solid but not exceptional (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt, including close-up framing, static composition, and a miniature-feel depth of field. However, some aspects are not fully realized: the eyes are not clearly visible, and the specific action of spreading grains is not clearly demonstrated; the beak interaction with the grain pile exists but is not strongly emphasized. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene presents plausible chicken anatomy and behavior, with natural posture and believable pecking dynamics. Lighting and shadows align with outdoor conditions, and the environment feels authentic. Minor deviations exist in the exact interaction with the grain pile and subtle timing nuances, but overall physical realism is strong (score 4).\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 4, Text-to-Video Alignment 3, and Physical Consistency 4. The revised assessment reflects these values while preserving the original structure and emphasis.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 27808,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_8/index_1986_seed_27808_dp_17_rank_34_sample_3_slot_1.mp4",
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+ "video_score2_ta": 3.15625,
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+ "video_score2_overall": 10.375,
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+ "question": "close-up, static shot captured with a miniature effect, pinpoints the sharp focus of a loving mother hen. Her fluffy feathers are a warm white and soft brown, and beneath a small, healthy red comb, a pair of bright black eyes are filled with gentle concentration. Standing on the dry earth, she leans slightly forward, carefully and methodically dipping her sharp, pale yellow beak into a small pile of golden millet and mixed grains before her. With a series of delicate, gentle pecks and pushes, she spreads the grains evenly on the ground, preparing them for the upcoming feeding. Soft, diffused natural light evenly illuminates the scene, highlighting the fluffy texture of her feathers and making each grain shimmer. In the background, a beautifully blurred farmyard appears, its weathered wooden fence and scattered green grass rendered as soft, abstract blocks of color. The entire painting is lightly desaturated, with earthy browns, soft yellows, and soft whites dominating, creating a warm atmosphere of tranquility, peace, and maternal care.",
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot with a miniature effect focusing on a loving mother hen. It specifies the bird's appearance (warm white and soft brown feathers, small red comb, bright black eyes), posture (standing on dry earth, leaning forward), action (dipping beak into a small pile of golden millet and mixed grains, spreading grains evenly), lighting (soft, diffused natural light), and background (weathered wooden fence, scattered green grass, warm earthy tones).\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chicken and nearby details, with natural-looking colors and generally good lighting. However, there are minor issues that prevent a higher rating: occasional slight blur or compression artifacts, and some frames where fine feather textures or small grains are not perfectly crisp. The sequence remains stable with no major distortions, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, static composition, miniature-like perspective, and the mother-hen subject with warm plumage and a visible comb. The beak interacting with grains and the general feeding posture align with the description. A few nuanced details—such as the exact eye coloration under lighting and the precise timing of grain spreading—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). The scene presents plausible avian anatomy and behavior, with believable interactions between the beak and grains and a grounded stance. There are minor inconsistencies in micro-behaviors (e.g., slight stiffness in neck articulation during head movement) and lighting nuances that prevent perfect realism, yet nothing breaks the overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.796875,
+ "TA": 3.15625,
+ "MQ": 3.4375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot with a miniature effect focusing on a loving mother hen. It specifies the bird's appearance (warm white and soft brown feathers, small red comb, bright black eyes), posture (standing on dry earth, leaning forward), action (dipping beak into a small pile of golden millet and mixed grains, spreading grains evenly), lighting (soft, diffused natural light), and background (weathered wooden fence, scattered green grass, warm earthy tones).\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chicken and nearby details, with natural-looking colors and generally good lighting. However, there are minor issues that prevent a higher rating: occasional slight blur or compression artifacts, and some frames where fine feather textures or small grains are not perfectly crisp. The sequence remains stable with no major distortions, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, static composition, miniature-like perspective, and the mother-hen subject with warm plumage and a visible comb. The beak interacting with grains and the general feeding posture align with the description. A few nuanced details—such as the exact eye coloration under lighting and the precise timing of grain spreading—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). The scene presents plausible avian anatomy and behavior, with believable interactions between the beak and grains and a grounded stance. There are minor inconsistencies in micro-behaviors (e.g., slight stiffness in neck articulation during head movement) and lighting nuances that prevent perfect realism, yet nothing breaks the 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/rl_samples/0000002/group_9/index_tensor([149, 149])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_9/index_tensor([149, 149])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fd443008ae4f8f8c0c2e14062e9c4ab28414234
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_9/index_tensor([149, 149])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 23578,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_9/index_149_seed_23578_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 3.5625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.6875,
+ "avg": 9.703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "At dusk, a static, low-angle, wide-angle shot captures a lone figure on a Parisian basketball court, creating a scene of profound solitude and elegance. In the background, the iconic silhouette of the Eiffel Tower is clearly visible against the stunning sunset, its iron latticework appearing a stark black against the bright sky, tinged with hues of fiery orange, deep burgundy, and soft violet. In the foreground, the athlete, rendered almost in silhouette by the powerful backlight, maintains a low, focused stance in a dark sleeveless basketball jersey and shorts. The figure deftly dribbles a classic orange basketball with fluid precision; the pebbled leather surface is barely discernible as it blurs, moving from a low, rhythmic thump on the worn asphalt court to a rapid cross between the legs. The warm, dramatic light of the setting sun casts long shadows and creates a bright rim light around the figure's body, highlighting their concentrated energy and the sweat on their brow. The atmosphere is one of quiet, solitary passion, blending the implicit rhythmic sound of the dribbling ball with the quiet grandeur of the city. As the last vibrant colors of sunset deepen into dusk, the entire scene slowly and steadily fades, light and image disappearing until only utter black remains.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dusk scene featuring a lone figure on a Parisian basketball court with the Eiffel Tower in the background, a low-angle wide shot, and a sequence where the figure dribbles a basketball with fluid precision while the lighting creates dramatic shadows and a sense of solitude and elegance.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional minor artifacts, but no severe distortions. The lighting and color grading capture a convincing dusk ambiance with warm tones, though there are slight inconsistencies in sharpness across frames. The composition remains stable and the scene reads clearly, with no major visual breaks.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the dusk setting, a single figure on a court with the Eiffel Tower in view, and a low-angle wide framing that matches the described mood. The dribbling action is present and the ball handling appears plausible, with motion cues suggesting rhythmic movement. Some nuanced details such as precise ball dynamics or subtle shadow nuances may not be perfectly captured, but the core elements align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and human proportions, and the ball handling appears plausible. However, there are minor inconsistencies in timing or shadow behavior that prevent a higher score, though nothing severely breaks realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 3.5625,
+ "MQ": 3.0625,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dusk scene featuring a lone figure on a Parisian basketball court with the Eiffel Tower in the background, a low-angle wide shot, and a sequence where the figure dribbles a basketball with fluid precision while the lighting creates dramatic shadows and a sense of solitude and elegance.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional minor artifacts, but no severe distortions. The lighting and color grading capture a convincing dusk ambiance with warm tones, though there are slight inconsistencies in sharpness across frames. The composition remains stable and the scene reads clearly, with no major visual breaks.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the dusk setting, a single figure on a court with the Eiffel Tower in view, and a low-angle wide framing that matches the described mood. The dribbling action is present and the ball handling appears plausible, with motion cues suggesting rhythmic movement. Some nuanced details such as precise ball dynamics or subtle shadow nuances may not be perfectly captured, but the core elements align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and human proportions, and the ball handling appears plausible. However, there are minor inconsistencies in timing or shadow behavior that prevent a higher score, though nothing severely breaks realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "At dusk, a static, low-angle, wide-angle shot captures a lone figure on a Parisian basketball court, creating a scene of profound solitude and elegance. In the background, the iconic silhouette of the Eiffel Tower is clearly visible against the stunning sunset, its iron latticework appearing a stark black against the bright sky, tinged with hues of fiery orange, deep burgundy, and soft violet. In the foreground, the athlete, rendered almost in silhouette by the powerful backlight, maintains a low, focused stance in a dark sleeveless basketball jersey and shorts. The figure deftly dribbles a classic orange basketball with fluid precision; the pebbled leather surface is barely discernible as it blurs, moving from a low, rhythmic thump on the worn asphalt court to a rapid cross between the legs. The warm, dramatic light of the setting sun casts long shadows and creates a bright rim light around the figure's body, highlighting their concentrated energy and the sweat on their brow. The atmosphere is one of quiet, solitary passion, blending the implicit rhythmic sound of the dribbling ball with the quiet grandeur of the city. As the last vibrant colors of sunset deepen into dusk, the entire scene slowly and steadily fades, light and image disappearing until only utter black remains.",
+ "seed": 23579,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_9/index_149_seed_23579_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.078125,
+ "video_score2_ta": 3.671875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.671875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "At dusk, a static, low-angle, wide-angle shot captures a lone figure on a Parisian basketball court, creating a scene of profound solitude and elegance. In the background, the iconic silhouette of the Eiffel Tower is clearly visible against the stunning sunset, its iron latticework appearing a stark black against the bright sky, tinged with hues of fiery orange, deep burgundy, and soft violet. In the foreground, the athlete, rendered almost in silhouette by the powerful backlight, maintains a low, focused stance in a dark sleeveless basketball jersey and shorts. The figure deftly dribbles a classic orange basketball with fluid precision; the pebbled leather surface is barely discernible as it blurs, moving from a low, rhythmic thump on the worn asphalt court to a rapid cross between the legs. The warm, dramatic light of the setting sun casts long shadows and creates a bright rim light around the figure's body, highlighting their concentrated energy and the sweat on their brow. The atmosphere is one of quiet, solitary passion, blending the implicit rhythmic sound of the dribbling ball with the quiet grandeur of the city. As the last vibrant colors of sunset deepen into dusk, the entire scene slowly and steadily fades, light and image disappearing until only utter black remains.",
+ "token_credit_reward": 8.6875,
+ "selected_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dusk scene featuring a lone figure on a Parisian basketball court with the Eiffel Tower in the background, a dramatic sunset, and a silhouette athlete dribbling a basketball. The sequence aims for a cinematic, high-contrast look with warm lighting and long shadows. The overall intent is clear and evocative, but the execution does not fully realize all details across the video.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a consistent color palette with warm sunset tones, and the silhouette against the bright sky is present. However, there are noticeable issues that temper the quality: occasional motion blur during fast dribbling, minor compression artifacts, and some inconsistencies in sharpness across frames. The lighting and contrast support the mood, but the fidelity is not consistently high throughout the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are captured: dusk ambiance, a lone figure on a Parisian court, the visible Eiffel Tower silhouette, and the dramatic lighting. The dribbling action is evident and the scene conveys the intended mood. A few minor deviations exist (e.g., slight variations in exact pose or timing), but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and proportions, but there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher score. No major implausibilities are present, yet the combination of motion blur and lighting cues introduces small gaps in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.078125,
+ "TA": 3.671875,
+ "MQ": 2.921875,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dusk scene featuring a lone figure on a Parisian basketball court with the Eiffel Tower in the background, a dramatic sunset, and a silhouette athlete dribbling a basketball. The sequence aims for a cinematic, high-contrast look with warm lighting and long shadows. The overall intent is clear and evocative, but the execution does not fully realize all details across the video.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a consistent color palette with warm sunset tones, and the silhouette against the bright sky is present. However, there are noticeable issues that temper the quality: occasional motion blur during fast dribbling, minor compression artifacts, and some inconsistencies in sharpness across frames. The lighting and contrast support the mood, but the fidelity is not consistently high throughout the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are captured: dusk ambiance, a lone figure on a Parisian court, the visible Eiffel Tower silhouette, and the dramatic lighting. The dribbling action is evident and the scene conveys the intended mood. A few minor deviations exist (e.g., slight variations in exact pose or timing), but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and proportions, but there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher score. No major implausibilities are present, yet the combination of motion blur and lighting cues introduces small gaps in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "At dusk, a static, low-angle, wide-angle shot captures a lone figure on a Parisian basketball court, creating a scene of profound solitude and elegance. In the background, the iconic silhouette of the Eiffel Tower is clearly visible against the stunning sunset, its iron latticework appearing a stark black against the bright sky, tinged with hues of fiery orange, deep burgundy, and soft violet. In the foreground, the athlete, rendered almost in silhouette by the powerful backlight, maintains a low, focused stance in a dark sleeveless basketball jersey and shorts. The figure deftly dribbles a classic orange basketball with fluid precision; the pebbled leather surface is barely discernible as it blurs, moving from a low, rhythmic thump on the worn asphalt court to a rapid cross between the legs. The warm, dramatic light of the setting sun casts long shadows and creates a bright rim light around the figure's body, highlighting their concentrated energy and the sweat on their brow. The atmosphere is one of quiet, solitary passion, blending the implicit rhythmic sound of the dribbling ball with the quiet grandeur of the city. As the last vibrant colors of sunset deepen into dusk, the entire scene slowly and steadily fades, light and image disappearing until only utter black remains.",
+ "seed": 23580,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_9/index_149_seed_23580_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.84375,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.625,
+ "avg": 9.578125,
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+ "question": "At dusk, a static, low-angle, wide-angle shot captures a lone figure on a Parisian basketball court, creating a scene of profound solitude and elegance. In the background, the iconic silhouette of the Eiffel Tower is clearly visible against the stunning sunset, its iron latticework appearing a stark black against the bright sky, tinged with hues of fiery orange, deep burgundy, and soft violet. In the foreground, the athlete, rendered almost in silhouette by the powerful backlight, maintains a low, focused stance in a dark sleeveless basketball jersey and shorts. The figure deftly dribbles a classic orange basketball with fluid precision; the pebbled leather surface is barely discernible as it blurs, moving from a low, rhythmic thump on the worn asphalt court to a rapid cross between the legs. The warm, dramatic light of the setting sun casts long shadows and creates a bright rim light around the figure's body, highlighting their concentrated energy and the sweat on their brow. The atmosphere is one of quiet, solitary passion, blending the implicit rhythmic sound of the dribbling ball with the quiet grandeur of the city. As the last vibrant colors of sunset deepen into dusk, the entire scene slowly and steadily fades, light and image disappearing until only utter black remains.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dusk scene featuring a lone figure on a Parisian basketball court with the Eiffel Tower in the background, a backlit silhouette, and a dynamic basketball sequence. The video largely reflects these elements, but some aspects are not perfectly realized throughout the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with recognizable details, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The lighting and color grading convey a dusk ambiance, yet some frames exhibit mild noise or compression effects that temper overall sharpness. The composition remains stable across the sequence, though a few frames show minor distortions that do not dominate the viewing experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements—dusk setting, a single figure on a Parisian court, the visible Eiffel Tower silhouette, and the backlit stance—are present. The dribbling action is depicted, and the scene conveys the intended mood. A few minor deviations exist (e.g., slight variations in exact pose timing or background emphasis), but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the ball handling, stance, and interaction with the court feel believable, and lighting/shadows align with the setting. However, there are occasional small inconsistencies in motion dynamics or perspective that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.84375,
+ "TA": 3.703125,
+ "MQ": 3.03125,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dusk scene featuring a lone figure on a Parisian basketball court with the Eiffel Tower in the background, a backlit silhouette, and a dynamic basketball sequence. The video largely reflects these elements, but some aspects are not perfectly realized throughout the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with recognizable details, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The lighting and color grading convey a dusk ambiance, yet some frames exhibit mild noise or compression effects that temper overall sharpness. The composition remains stable across the sequence, though a few frames show minor distortions that do not dominate the viewing experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements—dusk setting, a single figure on a Parisian court, the visible Eiffel Tower silhouette, and the backlit stance—are present. The dribbling action is depicted, and the scene conveys the intended mood. A few minor deviations exist (e.g., slight variations in exact pose timing or background emphasis), but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the ball handling, stance, and interaction with the court feel believable, and lighting/shadows align with the setting. However, there are occasional small inconsistencies in motion dynamics or perspective that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "At dusk, a static, low-angle, wide-angle shot captures a lone figure on a Parisian basketball court, creating a scene of profound solitude and elegance. In the background, the iconic silhouette of the Eiffel Tower is clearly visible against the stunning sunset, its iron latticework appearing a stark black against the bright sky, tinged with hues of fiery orange, deep burgundy, and soft violet. In the foreground, the athlete, rendered almost in silhouette by the powerful backlight, maintains a low, focused stance in a dark sleeveless basketball jersey and shorts. The figure deftly dribbles a classic orange basketball with fluid precision; the pebbled leather surface is barely discernible as it blurs, moving from a low, rhythmic thump on the worn asphalt court to a rapid cross between the legs. The warm, dramatic light of the setting sun casts long shadows and creates a bright rim light around the figure's body, highlighting their concentrated energy and the sweat on their brow. The atmosphere is one of quiet, solitary passion, blending the implicit rhythmic sound of the dribbling ball with the quiet grandeur of the city. As the last vibrant colors of sunset deepen into dusk, the entire scene slowly and steadily fades, light and image disappearing until only utter black remains.",
+ "seed": 23581,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000002/group_9/index_149_seed_23581_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.5625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.375,
+ "avg": 9.375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "At dusk, a static, low-angle, wide-angle shot captures a lone figure on a Parisian basketball court, creating a scene of profound solitude and elegance. In the background, the iconic silhouette of the Eiffel Tower is clearly visible against the stunning sunset, its iron latticework appearing a stark black against the bright sky, tinged with hues of fiery orange, deep burgundy, and soft violet. In the foreground, the athlete, rendered almost in silhouette by the powerful backlight, maintains a low, focused stance in a dark sleeveless basketball jersey and shorts. The figure deftly dribbles a classic orange basketball with fluid precision; the pebbled leather surface is barely discernible as it blurs, moving from a low, rhythmic thump on the worn asphalt court to a rapid cross between the legs. The warm, dramatic light of the setting sun casts long shadows and creates a bright rim light around the figure's body, highlighting their concentrated energy and the sweat on their brow. The atmosphere is one of quiet, solitary passion, blending the implicit rhythmic sound of the dribbling ball with the quiet grandeur of the city. As the last vibrant colors of sunset deepen into dusk, the entire scene slowly and steadily fades, light and image disappearing until only utter black remains.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dusk scene featuring a lone figure on a Parisian basketball court with the Eiffel Tower in the background, a low-angle wide shot, a backlit silhouette, and a dynamic basketball sequence. The video largely follows these elements but does not fully realize the described motion or lighting intensity. Overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear silhouettes and recognizable details (Eiffel Tower, court lines). However, there are noticeable issues that reduce perceived quality: occasional blur during motion, minor compression artifacts, and some color grading inconsistencies across frames. Lighting is not consistently dramatic, and the overall polish is moderate rather than high. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt components such as dusk ambiance, a single figure, a Parisian court, and the prominent tower silhouette. Yet the central action—dribbling with fluid precision and the associated ball dynamics—is not convincingly realized. The result is a moderate alignment where most elements are present but the core motion fidelity is lacking. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and proportions, with no obvious physics violations. Some minor inconsistencies exist in motion timing and shadow behavior, which slightly detract from realism. Overall Physical Consistency score: 3/5.\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 3.5625,
+ "MQ": 2.921875,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dusk scene featuring a lone figure on a Parisian basketball court with the Eiffel Tower in the background, a low-angle wide shot, a backlit silhouette, and a dynamic basketball sequence. The video largely follows these elements but does not fully realize the described motion or lighting intensity. Overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear silhouettes and recognizable details (Eiffel Tower, court lines). However, there are noticeable issues that reduce perceived quality: occasional blur during motion, minor compression artifacts, and some color grading inconsistencies across frames. Lighting is not consistently dramatic, and the overall polish is moderate rather than high. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt components such as dusk ambiance, a single figure, a Parisian court, and the prominent tower silhouette. Yet the central action—dribbling with fluid precision and the associated ball dynamics—is not convincingly realized. The result is a moderate alignment where most elements are present but the core motion fidelity is lacking. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and proportions, with no obvious physics violations. Some minor inconsistencies exist in motion timing and shadow behavior, which slightly detract from realism. Overall Physical Consistency score: 3/5.\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_0/index_tensor([2964, 2964])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_0/index_tensor([2964, 2964])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb9541823622c401abe80ce135154486cc2c6303
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_0/index_tensor([2964, 2964])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "shot begins from an overhead angle, then slowly tilts upward and zooms out to reveal a magnificent, ethereal fantasy. At the edge of a swirling sea of golden and purple clouds, a mountain-sized mother-of-pearl oyster slowly and majestically opens. Its shell, etched with ancient, flowing runes, reflects a rainbow of colors under the soft, celestial light. As the shell opens, a soft, milky glow pours from within. Then, in stunning slow motion and ethereal particle effects, countless pearls imbued with pure spiritual energy gracefully emerge from the shell's core. Each pearl, like a translucent glass orb, shimmers with a tranquil blue glow and trails a delicate trail of shimmering light. With an otherworldly rhythm, they trace a perfect spiral through the air, then, with unerring precision, they self-align and coalesce, building step by step into a softly luminous, suspended staircase leading deep into the endless sea of clouds. The entire scene is imbued with a sacred, tranquil, and awe-inspiring atmosphere.",
+ "seed": 16199,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_0/index_2964_seed_16199_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 2.703125,
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+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "shot begins from an overhead angle, then slowly tilts upward and zooms out to reveal a magnificent, ethereal fantasy. At the edge of a swirling sea of golden and purple clouds, a mountain-sized mother-of-pearl oyster slowly and majestically opens. Its shell, etched with ancient, flowing runes, reflects a rainbow of colors under the soft, celestial light. As the shell opens, a soft, milky glow pours from within. Then, in stunning slow motion and ethereal particle effects, countless pearls imbued with pure spiritual energy gracefully emerge from the shell's core. Each pearl, like a translucent glass orb, shimmers with a tranquil blue glow and trails a delicate trail of shimmering light. With an otherworldly rhythm, they trace a perfect spiral through the air, then, with unerring precision, they self-align and coalesce, building step by step into a softly luminous, suspended staircase leading deep into the endless sea of clouds. The entire scene is imbued with a sacred, tranquil, and awe-inspiring atmosphere.",
+ "token_credit_reward": 8.6875,
+ "selected_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence where an overhead view transitions to an upward tilt and zoom-out revealing a magnificent ethereal fantasy. A mountain-sized mother-of-pearl oyster opens at the edge of a swirling sea of golden and purple clouds, with ancient flowing runes on the shell that reflect a rainbow of colors under soft celestial light. As the shell opens, a soft, milky glow pours from within, followed by a slow-motion emergence of countless pearls imbued with pure spiritual energy. Each pearl should be translucent with a tranquil blue glow and a delicate trailing light, moving in a spiral through the air before self-aligning and coalescing into a softly luminous suspended staircase leading into the endless sea of clouds, all conveying a sacred, tranquil, and awe-inspiring atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show decent resolution and clear rendering of the fantasy elements, with vibrant colors and convincing lighting. However, there are noticeable inconsistencies in the oyster’s shape between frames (round in some frames, more elongated in others) and occasional abrupt transitions that disrupt perceived continuity. While the overall aesthetic remains cohesive, these issues prevent a higher rating. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt — an overhead/cloud-edge setting, a large oyster, opening sequence, rainbow reflections, and a soft glow — but it does not fully realize the dynamic progression described (the dramatic zoom-out and the emergence of numerous, individually tracked pearls). The alignment is moderate rather than complete. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible fantasy physics: the opening mechanism, internal glow, and gradual emergence of pearls align with the described magical transformation. Minor shape fluctuations exist but do not undermine coherence. Overall Physical Consistency score: 3/5.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 2.703125,
+ "MQ": 2.953125,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence where an overhead view transitions to an upward tilt and zoom-out revealing a magnificent ethereal fantasy. A mountain-sized mother-of-pearl oyster opens at the edge of a swirling sea of golden and purple clouds, with ancient flowing runes on the shell that reflect a rainbow of colors under soft celestial light. As the shell opens, a soft, milky glow pours from within, followed by a slow-motion emergence of countless pearls imbued with pure spiritual energy. Each pearl should be translucent with a tranquil blue glow and a delicate trailing light, moving in a spiral through the air before self-aligning and coalescing into a softly luminous suspended staircase leading into the endless sea of clouds, all conveying a sacred, tranquil, and awe-inspiring atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show decent resolution and clear rendering of the fantasy elements, with vibrant colors and convincing lighting. However, there are noticeable inconsistencies in the oyster’s shape between frames (round in some frames, more elongated in others) and occasional abrupt transitions that disrupt perceived continuity. While the overall aesthetic remains cohesive, these issues prevent a higher rating. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt — an overhead/cloud-edge setting, a large oyster, opening sequence, rainbow reflections, and a soft glow — but it does not fully realize the dynamic progression described (the dramatic zoom-out and the emergence of numerous, individually tracked pearls). The alignment is moderate rather than complete. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible fantasy physics: the opening mechanism, internal glow, and gradual emergence of pearls align with the described magical transformation. Minor shape fluctuations exist but do not undermine coherence. Overall Physical Consistency score: 3/5.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 16200,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_0/index_2964_seed_16200_dp_0_rank_0_sample_1_slot_1.mp4",
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+ "video_score2_overall": 9.9375,
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+ "question": "shot begins from an overhead angle, then slowly tilts upward and zooms out to reveal a magnificent, ethereal fantasy. At the edge of a swirling sea of golden and purple clouds, a mountain-sized mother-of-pearl oyster slowly and majestically opens. Its shell, etched with ancient, flowing runes, reflects a rainbow of colors under the soft, celestial light. As the shell opens, a soft, milky glow pours from within. Then, in stunning slow motion and ethereal particle effects, countless pearls imbued with pure spiritual energy gracefully emerge from the shell's core. Each pearl, like a translucent glass orb, shimmers with a tranquil blue glow and trails a delicate trail of shimmering light. With an otherworldly rhythm, they trace a perfect spiral through the air, then, with unerring precision, they self-align and coalesce, building step by step into a softly luminous, suspended staircase leading deep into the endless sea of clouds. The entire scene is imbued with a sacred, tranquil, and awe-inspiring atmosphere.",
+ "token_credit_reward": 9.9375,
+ "selected_reward": 9.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where an overhead view transitions to an upward tilt, revealing a magnificent ethereal fantasy. A golden-purple swirling sea leads to a large mother-of-pearl oyster opening, with rainbow reflections and a soft celestial glow. The shell opens, a gentle internal glow emerges, and numerous spiritual-energy–imbued pearls cascade outward in a graceful, luminous display. These elements culminate in a suspended staircase of light, conveying a sacred, tranquil, and awe-inspiring atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals maintain a cohesive ethereal aesthetic with vibrant colors and smooth transitions. The rendering shows good detail in the shell structure and cloud formations, and lighting remains consistent with a celestial vibe. However, there are occasional minor artifacts and slight softness in some areas that prevent a flawless presentation. Overall, Visual Quality is solid but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt elements—overhead-to-upward framing, the opening of a large shell, rainbow reflections, and a soft internal glow. However, crucial aspects of the prompt are not realized: the scene does not clearly depict a swirling sea of golden and purple clouds, nor does it show the emergence of numerous distinct pearls or their graceful cascading. The absence of the dynamic particle effects and the missing multi-step coalescence into a suspended staircase reduce alignment to a moderate level (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the shell opens smoothly, internal illumination behaves plausibly, and the overall motion follows a believable progression. There are no obvious physical contradictions, though the lack of certain kinetic details prevents a higher score. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 3.03125,
+ "MQ": 3.5625,
+ "Overall": 9.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where an overhead view transitions to an upward tilt, revealing a magnificent ethereal fantasy. A golden-purple swirling sea leads to a large mother-of-pearl oyster opening, with rainbow reflections and a soft celestial glow. The shell opens, a gentle internal glow emerges, and numerous spiritual-energy–imbued pearls cascade outward in a graceful, luminous display. These elements culminate in a suspended staircase of light, conveying a sacred, tranquil, and awe-inspiring atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals maintain a cohesive ethereal aesthetic with vibrant colors and smooth transitions. The rendering shows good detail in the shell structure and cloud formations, and lighting remains consistent with a celestial vibe. However, there are occasional minor artifacts and slight softness in some areas that prevent a flawless presentation. Overall, Visual Quality is solid but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt elements—overhead-to-upward framing, the opening of a large shell, rainbow reflections, and a soft internal glow. However, crucial aspects of the prompt are not realized: the scene does not clearly depict a swirling sea of golden and purple clouds, nor does it show the emergence of numerous distinct pearls or their graceful cascading. The absence of the dynamic particle effects and the missing multi-step coalescence into a suspended staircase reduce alignment to a moderate level (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the shell opens smoothly, internal illumination behaves plausibly, and the overall motion follows a believable progression. There are no obvious physical contradictions, though the lack of certain kinetic details prevents a higher score. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 16201,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_0/index_2964_seed_16201_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.921875,
+ "video_score2_overall": 10.625,
+ "avg": 10.640625,
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+ "question_id": "videoscore2_overall",
+ "question": "shot begins from an overhead angle, then slowly tilts upward and zooms out to reveal a magnificent, ethereal fantasy. At the edge of a swirling sea of golden and purple clouds, a mountain-sized mother-of-pearl oyster slowly and majestically opens. Its shell, etched with ancient, flowing runes, reflects a rainbow of colors under the soft, celestial light. As the shell opens, a soft, milky glow pours from within. Then, in stunning slow motion and ethereal particle effects, countless pearls imbued with pure spiritual energy gracefully emerge from the shell's core. Each pearl, like a translucent glass orb, shimmers with a tranquil blue glow and trails a delicate trail of shimmering light. With an otherworldly rhythm, they trace a perfect spiral through the air, then, with unerring precision, they self-align and coalesce, building step by step into a softly luminous, suspended staircase leading deep into the endless sea of clouds. The entire scene is imbued with a sacred, tranquil, and awe-inspiring atmosphere.",
+ "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 sequence where an overhead view transitions to an upward tilt, revealing a magnificent ethereal fantasy. A large mother-of-pearl oyster at the edge of a swirling golden/purple cloud sea opens, with rainbow reflections and a soft celestial glow. As the shell opens, a gentle internal glow emerges, followed by numerous spiritual-energy–imbued pearls that drift in a graceful spiral, trailing light, and gradually coalesce into a luminous suspended staircase through the clouds, conveying a sacred, tranquil, and awe-inspiring mood.\n\nVisual Quality Analysis:\nOverall, the visuals are strong but not flawless. The imagery maintains good detail, vibrant colors, and convincing lighting, with smooth transitions between scenes. However, there are occasional minor artifacts or slight inconsistencies in texture and motion that prevent a perfect top-tier score. The result is high-quality and cohesive, but not immaculate.\n\nText-to-Video Alignment Analysis:\nThe video largely follows the prompt: the overhead-to-upward tilt, the opening of the oyster, the rainbow reflections, the soft glow, and the emergence of numerous pearls with a gentle spiral motion are present. The alignment is solid overall, capturing the major elements and the intended atmosphere. Some nuanced details—such as the exact timing of the tilt, the precise synchronization of the opening with the glow, and the gradual coalescence into the staircase—are not perfectly synchronized, leaving room for minor deviations from the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible fantasy physics: the oyster sits within a magical cloud environment, the opening mechanism reads as organic, and the light and particle effects follow coherent trajectories. There are no glaring logical contradictions; however, a few micro-physics cues (e.g., the ease of the shell opening relative to surrounding dynamics, or the exact interaction between light and particles during the coalescence) could be tightened to enhance believability further.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 3.65625,
+ "MQ": 3.921875,
+ "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 sequence where an overhead view transitions to an upward tilt, revealing a magnificent ethereal fantasy. A large mother-of-pearl oyster at the edge of a swirling golden/purple cloud sea opens, with rainbow reflections and a soft celestial glow. As the shell opens, a gentle internal glow emerges, followed by numerous spiritual-energy–imbued pearls that drift in a graceful spiral, trailing light, and gradually coalesce into a luminous suspended staircase through the clouds, conveying a sacred, tranquil, and awe-inspiring mood.\n\nVisual Quality Analysis:\nOverall, the visuals are strong but not flawless. The imagery maintains good detail, vibrant colors, and convincing lighting, with smooth transitions between scenes. However, there are occasional minor artifacts or slight inconsistencies in texture and motion that prevent a perfect top-tier score. The result is high-quality and cohesive, but not immaculate.\n\nText-to-Video Alignment Analysis:\nThe video largely follows the prompt: the overhead-to-upward tilt, the opening of the oyster, the rainbow reflections, the soft glow, and the emergence of numerous pearls with a gentle spiral motion are present. The alignment is solid overall, capturing the major elements and the intended atmosphere. Some nuanced details—such as the exact timing of the tilt, the precise synchronization of the opening with the glow, and the gradual coalescence into the staircase—are not perfectly synchronized, leaving room for minor deviations from the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible fantasy physics: the oyster sits within a magical cloud environment, the opening mechanism reads as organic, and the light and particle effects follow coherent trajectories. There are no glaring logical contradictions; however, a few micro-physics cues (e.g., the ease of the shell opening relative to surrounding dynamics, or the exact interaction between light and particles during the coalescence) could be tightened to enhance believability further.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 16202,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_0/index_2964_seed_16202_dp_1_rank_2_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.625,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
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+ "question": "shot begins from an overhead angle, then slowly tilts upward and zooms out to reveal a magnificent, ethereal fantasy. At the edge of a swirling sea of golden and purple clouds, a mountain-sized mother-of-pearl oyster slowly and majestically opens. Its shell, etched with ancient, flowing runes, reflects a rainbow of colors under the soft, celestial light. As the shell opens, a soft, milky glow pours from within. Then, in stunning slow motion and ethereal particle effects, countless pearls imbued with pure spiritual energy gracefully emerge from the shell's core. Each pearl, like a translucent glass orb, shimmers with a tranquil blue glow and trails a delicate trail of shimmering light. With an otherworldly rhythm, they trace a perfect spiral through the air, then, with unerring precision, they self-align and coalesce, building step by step into a softly luminous, suspended staircase leading deep into the endless sea of clouds. The entire scene is imbued with a sacred, tranquil, and awe-inspiring atmosphere.",
+ "token_credit_reward": 8.6875,
+ "selected_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where an overhead view transitions to an upward tilt, revealing a magnificent ethereal fantasy. A large mother-of-pearl oyster at the edge of a swirling sea of golden and purple clouds opens, with a soft, milky glow emerging as the shell opens. In a slow-motion display with ethereal particle effects, countless pearls imbued with spiritual energy gracefully exit the shell, tracing a spiral path through the air before coalescing into a luminous suspended staircase that descends into the cloud sea, all conveying a sacred, tranquil, and awe-inspiring atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals present a cohesive ethereal fantasy palette with strong color contrast between warm golden clouds and cool purple tones. The rendering shows decent detail in the shell and internal glow, and the lighting remains consistent with a celestial ambiance. However, there are minor inconsistencies in the shell’s opening motion and some frame-to-frame transitions, which slightly reduce perceived sharpness. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — an overhead-to-upward perspective, a large ornate shell, a soft internal glow, and a sequence of particles exiting the shell. Yet crucial aspects of the prompt are not fully realized: the dramatic opening motion and the formation of a suspended staircase are not clearly depicted, and the progression toward a coherent narrative arc is only partially conveyed. Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains a plausible fantasy aesthetic, but the dynamics feel somewhat contrived. The gradual emergence of particles and their subsequent alignment into a staircase lack a fully convincing causal mechanism, and some spatial relationships appear abrupt rather than naturally evolving. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nOverall assessment:\nThe video demonstrates competent technical execution with a rich fantasy vibe, but it does not fully realize the narrative depth or the precise choreography described in the prompt. The three dimensions align with a middle-ground evaluation (score 3 across Visual Quality, Text-to-Video Alignment, and Physical/Common-sense Consistency).\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.09375,
+ "TA": 2.625,
+ "MQ": 2.96875,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where an overhead view transitions to an upward tilt, revealing a magnificent ethereal fantasy. A large mother-of-pearl oyster at the edge of a swirling sea of golden and purple clouds opens, with a soft, milky glow emerging as the shell opens. In a slow-motion display with ethereal particle effects, countless pearls imbued with spiritual energy gracefully exit the shell, tracing a spiral path through the air before coalescing into a luminous suspended staircase that descends into the cloud sea, all conveying a sacred, tranquil, and awe-inspiring atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals present a cohesive ethereal fantasy palette with strong color contrast between warm golden clouds and cool purple tones. The rendering shows decent detail in the shell and internal glow, and the lighting remains consistent with a celestial ambiance. However, there are minor inconsistencies in the shell’s opening motion and some frame-to-frame transitions, which slightly reduce perceived sharpness. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — an overhead-to-upward perspective, a large ornate shell, a soft internal glow, and a sequence of particles exiting the shell. Yet crucial aspects of the prompt are not fully realized: the dramatic opening motion and the formation of a suspended staircase are not clearly depicted, and the progression toward a coherent narrative arc is only partially conveyed. Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains a plausible fantasy aesthetic, but the dynamics feel somewhat contrived. The gradual emergence of particles and their subsequent alignment into a staircase lack a fully convincing causal mechanism, and some spatial relationships appear abrupt rather than naturally evolving. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nOverall assessment:\nThe video demonstrates competent technical execution with a rich fantasy vibe, but it does not fully realize the narrative depth or the precise choreography described in the prompt. The three dimensions align with a middle-ground evaluation (score 3 across Visual Quality, Text-to-Video Alignment, and Physical/Common-sense Consistency).\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_1/index_tensor([7451, 7451])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_1/index_tensor([7451, 7451])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d67dad5831d6a0f7bf1c1968cc72762379b7707
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_1/index_tensor([7451, 7451])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, slightly elevated wide-angle shot captures a panoramic coastal scene bathed in the warm golden glow of the afternoon sun. A classic, weathered fishing boat, its white hull and blue trim showing signs of age, with peeling paint and rust stains, glides steadily and purposefully across the frame from left to right. It slices through the calm, deep blue water, leaving a clean, expanding V-shaped wake of white foam trailing behind it, disrupting the otherwise glassy surface. The boat maintains a consistent course, approaching a long rock breakwater constructed of large, dark, moss-colored boulders. At its end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. Against the static backdrop, a picturesque coastal town nestles at the foot of rolling green hills, its buildings a mix of whitewashed and terracotta-roofed. The low-hanging sun casts long, soft shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene and beautiful scenery.",
+ "seed": 5360,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_1/index_7451_seed_5360_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 3.984375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.25,
+ "avg": 10.203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, slightly elevated wide-angle shot captures a panoramic coastal scene bathed in the warm golden glow of the afternoon sun. A classic, weathered fishing boat, its white hull and blue trim showing signs of age, with peeling paint and rust stains, glides steadily and purposefully across the frame from left to right. It slices through the calm, deep blue water, leaving a clean, expanding V-shaped wake of white foam trailing behind it, disrupting the otherwise glassy surface. The boat maintains a consistent course, approaching a long rock breakwater constructed of large, dark, moss-colored boulders. At its end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. Against the static backdrop, a picturesque coastal town nestles at the foot of rolling green hills, its buildings a mix of whitewashed and terracotta-roofed. The low-hanging sun casts long, soft shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene and beautiful scenery.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
+ "frame_importance": [
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+ 0.07449354231357574
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly elevated wide-angle shot capturing a panoramic coastal scene bathed in warm golden afternoon light. A classic, weathered fishing boat with a white hull and blue trim glides across the frame from left to right, slicing through calm deep-blue water with a clean expanding V-shaped wake. The boat maintains a consistent course toward a long rock breakwater made of large dark moss-colored boulders. At the breakwater end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. A picturesque coastal town sits at the foot of rolling green hills, with buildings in white and terracotta tones. The low-hanging sun casts long shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene scene.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the boat, water, and background elements, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. Lighting remains generally stable with warm tones, though some frames exhibit subtle exposure variation. Water reflections and boat textures are believable, and transitions between frames are smooth without major distortions. In sum, the video presents adequate visual quality with room for improvement.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All major elements described in the prompt are present and well represented: the static elevated wide-angle view, the warm golden lighting, the classic weathered boat with white hull and blue trim, the visible peeling paint and rust, the left-to-right glide, the calm water, the clean expanding wake, the consistent course, the long rock breakwater, the white cylindrical lighthouse with a red lantern room, the coastal town with white and terracotta buildings, and the tranquil atmosphere. Minor deviations may exist in fine-grained texture or exact timing, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the boat interacts with water in a believable manner, wake patterns are reasonable, and lighting/shadows align with the sun position. However, there are small inconsistencies in scale cues or environmental interactions that prevent a higher score. Overall, the dynamics are coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 3.984375,
+ "MQ": 3.15625,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly elevated wide-angle shot capturing a panoramic coastal scene bathed in warm golden afternoon light. A classic, weathered fishing boat with a white hull and blue trim glides across the frame from left to right, slicing through calm deep-blue water with a clean expanding V-shaped wake. The boat maintains a consistent course toward a long rock breakwater made of large dark moss-colored boulders. At the breakwater end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. A picturesque coastal town sits at the foot of rolling green hills, with buildings in white and terracotta tones. The low-hanging sun casts long shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene scene.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the boat, water, and background elements, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. Lighting remains generally stable with warm tones, though some frames exhibit subtle exposure variation. Water reflections and boat textures are believable, and transitions between frames are smooth without major distortions. In sum, the video presents adequate visual quality with room for improvement.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All major elements described in the prompt are present and well represented: the static elevated wide-angle view, the warm golden lighting, the classic weathered boat with white hull and blue trim, the visible peeling paint and rust, the left-to-right glide, the calm water, the clean expanding wake, the consistent course, the long rock breakwater, the white cylindrical lighthouse with a red lantern room, the coastal town with white and terracotta buildings, and the tranquil atmosphere. Minor deviations may exist in fine-grained texture or exact timing, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the boat interacts with water in a believable manner, wake patterns are reasonable, and lighting/shadows align with the sun position. However, there are small inconsistencies in scale cues or environmental interactions that prevent a higher score. Overall, the dynamics are coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, slightly elevated wide-angle shot captures a panoramic coastal scene bathed in the warm golden glow of the afternoon sun. A classic, weathered fishing boat, its white hull and blue trim showing signs of age, with peeling paint and rust stains, glides steadily and purposefully across the frame from left to right. It slices through the calm, deep blue water, leaving a clean, expanding V-shaped wake of white foam trailing behind it, disrupting the otherwise glassy surface. The boat maintains a consistent course, approaching a long rock breakwater constructed of large, dark, moss-colored boulders. At its end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. Against the static backdrop, a picturesque coastal town nestles at the foot of rolling green hills, its buildings a mix of whitewashed and terracotta-roofed. The low-hanging sun casts long, soft shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene and beautiful scenery.",
+ "seed": 5361,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_1/index_7451_seed_5361_dp_2_rank_4_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": 2.4375,
+ "video_score2_ta": 3.984375,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.625,
+ "avg": 9.640625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly elevated wide-angle shot captures a panoramic coastal scene bathed in the warm golden glow of the afternoon sun. A classic, weathered fishing boat, its white hull and blue trim showing signs of age, with peeling paint and rust stains, glides steadily and purposefully across the frame from left to right. It slices through the calm, deep blue water, leaving a clean, expanding V-shaped wake of white foam trailing behind it, disrupting the otherwise glassy surface. The boat maintains a consistent course, approaching a long rock breakwater constructed of large, dark, moss-colored boulders. At its end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. Against the static backdrop, a picturesque coastal town nestles at the foot of rolling green hills, its buildings a mix of whitewashed and terracotta-roofed. The low-hanging sun casts long, soft shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene and beautiful scenery.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly elevated wide-angle shot capturing a panoramic coastal scene bathed in warm golden light. A classic, weathered fishing boat with a white hull and blue trim glides across the frame from left to right, slicing through calm, deep-blue water with a clean V-shaped wake. The boat maintains a steady course toward a long rock breakwater made of large, dark moss-colored boulders. At the breakwater's end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. A picturesque coastal town sits at the foot of rolling green hills, with buildings in white and terracotta tones. The low-hanging sun casts long shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the primary dynamic element in the otherwise serene scene.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable processing artifacts that give the image a somewhat artificial or over-processed look. Colors are vibrant yet appear oversaturated, and there is a mild haziness that reduces overall sharpness. The sequence remains stable with no major distortions, and lighting is consistent across frames, though the pronounced color grading contributes to an unnatural impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described: a wide-angle coastal scene with warm lighting, a weathered boat moving from left to right, a clear V-shaped wake, a long rock breakwater, and a lighthouse with a white tower and red lantern room. The coastal town and rolling hills are present, and the general composition matches the prompt well. Minor deviations exist in fine architectural details and exact proportions, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible maritime physics: the boat interacts with water in a believable manner, and the wake pattern aligns with forward motion. However, some scale relationships and environmental interactions feel slightly off due to processing, resulting in occasional inconsistencies in depth cues and object sizing. Overall, the dynamics are coherent, but not perfectly aligned with 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": 2.4375,
+ "TA": 3.984375,
+ "MQ": 3.21875,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly elevated wide-angle shot capturing a panoramic coastal scene bathed in warm golden light. A classic, weathered fishing boat with a white hull and blue trim glides across the frame from left to right, slicing through calm, deep-blue water with a clean V-shaped wake. The boat maintains a steady course toward a long rock breakwater made of large, dark moss-colored boulders. At the breakwater's end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. A picturesque coastal town sits at the foot of rolling green hills, with buildings in white and terracotta tones. The low-hanging sun casts long shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the primary dynamic element in the otherwise serene scene.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable processing artifacts that give the image a somewhat artificial or over-processed look. Colors are vibrant yet appear oversaturated, and there is a mild haziness that reduces overall sharpness. The sequence remains stable with no major distortions, and lighting is consistent across frames, though the pronounced color grading contributes to an unnatural impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described: a wide-angle coastal scene with warm lighting, a weathered boat moving from left to right, a clear V-shaped wake, a long rock breakwater, and a lighthouse with a white tower and red lantern room. The coastal town and rolling hills are present, and the general composition matches the prompt well. Minor deviations exist in fine architectural details and exact proportions, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible maritime physics: the boat interacts with water in a believable manner, and the wake pattern aligns with forward motion. However, some scale relationships and environmental interactions feel slightly off due to processing, resulting in occasional inconsistencies in depth cues and object sizing. Overall, the dynamics are coherent, but not perfectly aligned with 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": "static, slightly elevated wide-angle shot captures a panoramic coastal scene bathed in the warm golden glow of the afternoon sun. A classic, weathered fishing boat, its white hull and blue trim showing signs of age, with peeling paint and rust stains, glides steadily and purposefully across the frame from left to right. It slices through the calm, deep blue water, leaving a clean, expanding V-shaped wake of white foam trailing behind it, disrupting the otherwise glassy surface. The boat maintains a consistent course, approaching a long rock breakwater constructed of large, dark, moss-colored boulders. At its end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. Against the static backdrop, a picturesque coastal town nestles at the foot of rolling green hills, its buildings a mix of whitewashed and terracotta-roofed. The low-hanging sun casts long, soft shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene and beautiful scenery.",
+ "seed": 5362,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_1/index_7451_seed_5362_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.421875,
+ "video_score2_ta": 3.96875,
+ "video_score2_mq": 3.296875,
+ "video_score2_overall": 10.6875,
+ "avg": 10.6875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, slightly elevated wide-angle shot captures a panoramic coastal scene bathed in the warm golden glow of the afternoon sun. A classic, weathered fishing boat, its white hull and blue trim showing signs of age, with peeling paint and rust stains, glides steadily and purposefully across the frame from left to right. It slices through the calm, deep blue water, leaving a clean, expanding V-shaped wake of white foam trailing behind it, disrupting the otherwise glassy surface. The boat maintains a consistent course, approaching a long rock breakwater constructed of large, dark, moss-colored boulders. At its end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. Against the static backdrop, a picturesque coastal town nestles at the foot of rolling green hills, its buildings a mix of whitewashed and terracotta-roofed. The low-hanging sun casts long, soft shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene and beautiful scenery.",
+ "token_credit_reward": 10.6875,
+ "selected_reward": 10.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly elevated wide-angle shot capturing a panoramic coastal scene bathed in warm golden afternoon light. A classic, weathered fishing boat with a white hull and blue trim glides across the frame from left to right, slicing through calm deep-blue water with a clean expanding V-shaped wake. The boat maintains a consistent course toward a long rock breakwater made of large dark moss-colored boulders. At the breakwater end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. A picturesque coastal town sits at the foot of rolling green hills, with buildings in white and terracotta tones. The low-hanging sun casts long shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene scene.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear details, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. Lighting remains generally stable with warm tones, though some frames exhibit subtle exposure variations. Water rendering and boat textures are believable, yet not consistently flawless across all frames. The sequence remains coherent and stable, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements described in the prompt are present and well represented: the boat, wake, breakwater, lighthouse, coastal town, and lighting conditions match the description closely. Minor deviations may exist in fine-grained details, but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the boat interacts with water in a believable manner, wake patterns are reasonable, and the lighthouse and coast appear structurally coherent. However, there are small inconsistencies in scale cues or lighting interactions that prevent a higher score.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment aligns with these values, reflecting moderate visual quality, strong alignment to the prompt, and moderate physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.421875,
+ "TA": 3.96875,
+ "MQ": 3.296875,
+ "Overall": 10.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly elevated wide-angle shot capturing a panoramic coastal scene bathed in warm golden afternoon light. A classic, weathered fishing boat with a white hull and blue trim glides across the frame from left to right, slicing through calm deep-blue water with a clean expanding V-shaped wake. The boat maintains a consistent course toward a long rock breakwater made of large dark moss-colored boulders. At the breakwater end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. A picturesque coastal town sits at the foot of rolling green hills, with buildings in white and terracotta tones. The low-hanging sun casts long shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene scene.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear details, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. Lighting remains generally stable with warm tones, though some frames exhibit subtle exposure variations. Water rendering and boat textures are believable, yet not consistently flawless across all frames. The sequence remains coherent and stable, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements described in the prompt are present and well represented: the boat, wake, breakwater, lighthouse, coastal town, and lighting conditions match the description closely. Minor deviations may exist in fine-grained details, but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the boat interacts with water in a believable manner, wake patterns are reasonable, and the lighthouse and coast appear structurally coherent. However, there are small inconsistencies in scale cues or lighting interactions that prevent a higher score.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment aligns with these values, reflecting moderate visual quality, strong alignment to the prompt, and moderate physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, slightly elevated wide-angle shot captures a panoramic coastal scene bathed in the warm golden glow of the afternoon sun. A classic, weathered fishing boat, its white hull and blue trim showing signs of age, with peeling paint and rust stains, glides steadily and purposefully across the frame from left to right. It slices through the calm, deep blue water, leaving a clean, expanding V-shaped wake of white foam trailing behind it, disrupting the otherwise glassy surface. The boat maintains a consistent course, approaching a long rock breakwater constructed of large, dark, moss-colored boulders. At its end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. Against the static backdrop, a picturesque coastal town nestles at the foot of rolling green hills, its buildings a mix of whitewashed and terracotta-roofed. The low-hanging sun casts long, soft shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene and beautiful scenery.",
+ "seed": 5363,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_1/index_7451_seed_5363_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 3.875,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 10.0,
+ "avg": 9.984375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, slightly elevated wide-angle shot captures a panoramic coastal scene bathed in the warm golden glow of the afternoon sun. A classic, weathered fishing boat, its white hull and blue trim showing signs of age, with peeling paint and rust stains, glides steadily and purposefully across the frame from left to right. It slices through the calm, deep blue water, leaving a clean, expanding V-shaped wake of white foam trailing behind it, disrupting the otherwise glassy surface. The boat maintains a consistent course, approaching a long rock breakwater constructed of large, dark, moss-colored boulders. At its end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. Against the static backdrop, a picturesque coastal town nestles at the foot of rolling green hills, its buildings a mix of whitewashed and terracotta-roofed. The low-hanging sun casts long, soft shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the only dynamic element in the serene and beautiful scenery.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly elevated wide-angle shot capturing a panoramic coastal scene bathed in warm golden afternoon light. A classic, weathered fishing boat with a white hull and blue trim glides across the frame from left to right, slicing through calm, deep blue water with a clean V-shaped wake. The boat maintains a steady course toward a long rock breakwater made of large, dark moss-colored boulders. At the breakwater end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. A picturesque coastal town sits at the foot of rolling green hills, with buildings in white and terracotta tones. The low-hanging sun casts long shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the primary dynamic element in the otherwise serene scene.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. Lighting remains generally stable with warm tones, though some frames exhibit subtle exposure variations. Water rendering is acceptable with believable reflections, and the boat and background elements are reasonably well defined. No major distortions or abrupt frame-to-frame changes are evident, and transitions feel smooth. In sum, the video presents a competent but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described: a weathered fishing boat with a white hull and blue trim moving across the frame, a long rock breakwater, a traditional lighthouse with a white tower and red lantern room, and a coastal town with white and terracotta buildings. The warm golden lighting and the calm seas are present, contributing to the intended mood. Minor deviations exist in fine-grained details such as exact shade of hull coloration or the precise texture of the moss-colored rocks, but these do not significantly detract from the overall correspondence. The scene maintains coherent spatial relationships and plausible physical interactions, supporting a high degree of alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The boat’s motion, water interaction, and wake behavior are generally believable, and the relative scales among the boat, lighthouse, and town are reasonable. However, there are small inconsistencies in lighting reflections and some environmental textures that prevent a perfect match to real-world physics. Overall, the scene remains plausible and coherent, with no glaring violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.875,
+ "MQ": 3.140625,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly elevated wide-angle shot capturing a panoramic coastal scene bathed in warm golden afternoon light. A classic, weathered fishing boat with a white hull and blue trim glides across the frame from left to right, slicing through calm, deep blue water with a clean V-shaped wake. The boat maintains a steady course toward a long rock breakwater made of large, dark moss-colored boulders. At the breakwater end stands a traditional lighthouse with a white cylindrical tower and a red lantern room. A picturesque coastal town sits at the foot of rolling green hills, with buildings in white and terracotta tones. The low-hanging sun casts long shadows and shimmering light across the water, creating an atmosphere of tranquility and majesty. The boat's deliberate movement is the primary dynamic element in the otherwise serene scene.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. Lighting remains generally stable with warm tones, though some frames exhibit subtle exposure variations. Water rendering is acceptable with believable reflections, and the boat and background elements are reasonably well defined. No major distortions or abrupt frame-to-frame changes are evident, and transitions feel smooth. In sum, the video presents a competent but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described: a weathered fishing boat with a white hull and blue trim moving across the frame, a long rock breakwater, a traditional lighthouse with a white tower and red lantern room, and a coastal town with white and terracotta buildings. The warm golden lighting and the calm seas are present, contributing to the intended mood. Minor deviations exist in fine-grained details such as exact shade of hull coloration or the precise texture of the moss-colored rocks, but these do not significantly detract from the overall correspondence. The scene maintains coherent spatial relationships and plausible physical interactions, supporting a high degree of alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The boat’s motion, water interaction, and wake behavior are generally believable, and the relative scales among the boat, lighthouse, and town are reasonable. However, there are small inconsistencies in lighting reflections and some environmental textures that prevent a perfect match to real-world physics. Overall, the scene remains plausible and coherent, with no glaring violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_10/index_tensor([6396, 6396])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_10/index_tensor([6396, 6396])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..dbe7f23afedfc65d71a454385671a2a2b531fd80
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_10/index_tensor([6396, 6396])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic, slightly tilted, circling medium shot captures the stunning spectacle of a heavily tattooed demon practicing in the night. His vibrant pink hair dances with his movements, contrasting sharply with his sharp, angular, demonic features. His bare torso and arms are covered in intricate, ancient blue runic tattoos that seem alive, emitting a faint inner glow in the light. The scene is dramatically torn between two contrasting light sources: on one side, a full moon hangs high in the night sky, casting a cool, eerie blue glow that outlines one side of his taut, muscled body; on the other, a blazing bonfire, its warm, leaping orange flames off-screen, illuminating the other side, creating a stark contrast of light and dark and a long, dancing shadow. He is engaged in a Tai Chi \"Cloud Hands\" pose, shifting his weight with a steady hand, his arms gliding through the air with a grace that seems slow but holds a terrifying power. Each seemingly gentle movement triggers a violent reaction in the surrounding environment—the dust and fallen leaves beneath his feet are swept up by invisible air currents, forming a miniature vortex around him, clearly demonstrating the destructive power precisely controlled in every subtle movement. The rotating camera intensifies this sense of turbulence, constantly interweaving the light and shadow of the cold moonlight and the warm campfire, creating an atmosphere that is both sacred and extremely dangerous, full of turbulence and mysterious power.",
+ "seed": 879,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_10/index_6396_seed_879_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.953125,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 9.4375,
+ "avg": 9.40625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic, slightly tilted, circling medium shot captures the stunning spectacle of a heavily tattooed demon practicing in the night. His vibrant pink hair dances with his movements, contrasting sharply with his sharp, angular, demonic features. His bare torso and arms are covered in intricate, ancient blue runic tattoos that seem alive, emitting a faint inner glow in the light. The scene is dramatically torn between two contrasting light sources: on one side, a full moon hangs high in the night sky, casting a cool, eerie blue glow that outlines one side of his taut, muscled body; on the other, a blazing bonfire, its warm, leaping orange flames off-screen, illuminating the other side, creating a stark contrast of light and dark and a long, dancing shadow. He is engaged in a Tai Chi \"Cloud Hands\" pose, shifting his weight with a steady hand, his arms gliding through the air with a grace that seems slow but holds a terrifying power. Each seemingly gentle movement triggers a violent reaction in the surrounding environment—the dust and fallen leaves beneath his feet are swept up by invisible air currents, forming a miniature vortex around him, clearly demonstrating the destructive power precisely controlled in every subtle movement. The rotating camera intensifies this sense of turbulence, constantly interweaving the light and shadow of the cold moonlight and the warm campfire, creating an atmosphere that is both sacred and extremely dangerous, full of turbulence and mysterious power.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a heavily tattooed demon practicing in the night, with dynamic poses and environmental interactions. Key elements include a heavily tattooed figure, night setting, pink hair, blue runic tattoos, moonlit and bonfire-lit contrasts, and a sequence of poses including Cloud Hands. The description emphasizes fluid, controlled movements and dramatic environmental effects.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and tattoos, with vibrant colors and well-defined lighting contrasts between moonlight and firelight. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, which prevent a higher rating. The static frames look solid, but the video as a whole may exhibit minor temporal or rendering quirks not evident in stills.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a heavily tattooed demon-like figure, night setting, pink hair, blue tattoos, and the moon-fire contrast. The pose sequence includes dynamic movements reminiscent of Cloud Hands, and the scene conveys the intended atmosphere. Some nuanced details—such as precise timing of environmental effects and the subtler dynamics of the tattoos' glow—are present but not perfectly matched throughout, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The anatomy appears plausible and the interaction of light with the tattoos reads convincingly, but there are occasional inconsistencies in how movement translates into environmental responses and in the perceived physics of the tattoos’ glow and shadows. These do not break immersion but prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.953125,
+ "TA": 3.46875,
+ "MQ": 2.984375,
+ "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 heavily tattooed demon practicing in the night, with dynamic poses and environmental interactions. Key elements include a heavily tattooed figure, night setting, pink hair, blue runic tattoos, moonlit and bonfire-lit contrasts, and a sequence of poses including Cloud Hands. The description emphasizes fluid, controlled movements and dramatic environmental effects.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and tattoos, with vibrant colors and well-defined lighting contrasts between moonlight and firelight. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, which prevent a higher rating. The static frames look solid, but the video as a whole may exhibit minor temporal or rendering quirks not evident in stills.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a heavily tattooed demon-like figure, night setting, pink hair, blue tattoos, and the moon-fire contrast. The pose sequence includes dynamic movements reminiscent of Cloud Hands, and the scene conveys the intended atmosphere. Some nuanced details—such as precise timing of environmental effects and the subtler dynamics of the tattoos' glow—are present but not perfectly matched throughout, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The anatomy appears plausible and the interaction of light with the tattoos reads convincingly, but there are occasional inconsistencies in how movement translates into environmental responses and in the perceived physics of the tattoos’ glow and shadows. These do not break immersion but prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 880,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_10/index_6396_seed_880_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.140625,
+ "video_score2_ta": 3.953125,
+ "video_score2_mq": 3.5,
+ "video_score2_overall": 10.625,
+ "avg": 10.59375,
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+ "question": "dynamic, slightly tilted, circling medium shot captures the stunning spectacle of a heavily tattooed demon practicing in the night. His vibrant pink hair dances with his movements, contrasting sharply with his sharp, angular, demonic features. His bare torso and arms are covered in intricate, ancient blue runic tattoos that seem alive, emitting a faint inner glow in the light. The scene is dramatically torn between two contrasting light sources: on one side, a full moon hangs high in the night sky, casting a cool, eerie blue glow that outlines one side of his taut, muscled body; on the other, a blazing bonfire, its warm, leaping orange flames off-screen, illuminating the other side, creating a stark contrast of light and dark and a long, dancing shadow. He is engaged in a Tai Chi \"Cloud Hands\" pose, shifting his weight with a steady hand, his arms gliding through the air with a grace that seems slow but holds a terrifying power. Each seemingly gentle movement triggers a violent reaction in the surrounding environment—the dust and fallen leaves beneath his feet are swept up by invisible air currents, forming a miniature vortex around him, clearly demonstrating the destructive power precisely controlled in every subtle movement. The rotating camera intensifies this sense of turbulence, constantly interweaving the light and shadow of the cold moonlight and the warm campfire, creating an atmosphere that is both sacred and extremely dangerous, full of turbulence and mysterious power.",
+ "token_credit_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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic, slightly tilted, circling medium shot featuring a heavily tattooed demon practicing in the night. It specifies vibrant pink hair, sharp angular demonic features, a bare torso and arms with intricate ancient blue runic tattoos that seem alive and emit a faint inner glow. The scene should be dramatically lit with a full moon on one side casting a cool blue glow and a blazing bonfire on the other, creating a stark contrast of light and dark. The figure should be in a Tai Chi Cloud Hands pose, shifting weight with steady hands as dust and fallen leaves swirl around, demonstrating controlled destructive power. The camera should rotate to intensify the sense of turbulence.\n\nVisual Quality Assessment:\nOverall, the visuals are strong and coherent across the sequence. The resolution is solid, with clear details in the character, tattoos, and environment. Colors are vivid and well-saturated, and lighting effects (moonlight and fire) are convincingly rendered. There are no major distortions or artifacts, and the composition remains stable. However, there are occasional minor softness and slight color grading inconsistencies in some frames, which prevents a perfect top score. On balance, Visual Quality aligns with a 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: the demon figure, pink hair, tattoos, night setting, moonlight, and fire are present, and the pose resembles a controlled martial arts stance. The dynamic aspects such as dust and leaf motion are suggested but not fully realized in static frames, and the intensity of the rotating camera is inferred rather than directly shown. Overall alignment is strong and consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nCharacter proportions, lighting interactions, and environmental dynamics are generally plausible and coherent. The scene maintains internal logic, with shadows and illumination behaving consistently with the light sources. Some minor deviations in motion realism or interaction details prevent a perfect score, resulting in a 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.140625,
+ "TA": 3.953125,
+ "MQ": 3.5,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic, slightly tilted, circling medium shot featuring a heavily tattooed demon practicing in the night. It specifies vibrant pink hair, sharp angular demonic features, a bare torso and arms with intricate ancient blue runic tattoos that seem alive and emit a faint inner glow. The scene should be dramatically lit with a full moon on one side casting a cool blue glow and a blazing bonfire on the other, creating a stark contrast of light and dark. The figure should be in a Tai Chi Cloud Hands pose, shifting weight with steady hands as dust and fallen leaves swirl around, demonstrating controlled destructive power. The camera should rotate to intensify the sense of turbulence.\n\nVisual Quality Assessment:\nOverall, the visuals are strong and coherent across the sequence. The resolution is solid, with clear details in the character, tattoos, and environment. Colors are vivid and well-saturated, and lighting effects (moonlight and fire) are convincingly rendered. There are no major distortions or artifacts, and the composition remains stable. However, there are occasional minor softness and slight color grading inconsistencies in some frames, which prevents a perfect top score. On balance, Visual Quality aligns with a 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: the demon figure, pink hair, tattoos, night setting, moonlight, and fire are present, and the pose resembles a controlled martial arts stance. The dynamic aspects such as dust and leaf motion are suggested but not fully realized in static frames, and the intensity of the rotating camera is inferred rather than directly shown. Overall alignment is strong and consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nCharacter proportions, lighting interactions, and environmental dynamics are generally plausible and coherent. The scene maintains internal logic, with shadows and illumination behaving consistently with the light sources. Some minor deviations in motion realism or interaction details prevent a perfect score, resulting in a 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 881,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_10/index_6396_seed_881_dp_21_rank_42_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
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+ "video_score2_vq": 2.4375,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 2.765625,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
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+ "question": "dynamic, slightly tilted, circling medium shot captures the stunning spectacle of a heavily tattooed demon practicing in the night. His vibrant pink hair dances with his movements, contrasting sharply with his sharp, angular, demonic features. His bare torso and arms are covered in intricate, ancient blue runic tattoos that seem alive, emitting a faint inner glow in the light. The scene is dramatically torn between two contrasting light sources: on one side, a full moon hangs high in the night sky, casting a cool, eerie blue glow that outlines one side of his taut, muscled body; on the other, a blazing bonfire, its warm, leaping orange flames off-screen, illuminating the other side, creating a stark contrast of light and dark and a long, dancing shadow. He is engaged in a Tai Chi \"Cloud Hands\" pose, shifting his weight with a steady hand, his arms gliding through the air with a grace that seems slow but holds a terrifying power. Each seemingly gentle movement triggers a violent reaction in the surrounding environment—the dust and fallen leaves beneath his feet are swept up by invisible air currents, forming a miniature vortex around him, clearly demonstrating the destructive power precisely controlled in every subtle movement. The rotating camera intensifies this sense of turbulence, constantly interweaving the light and shadow of the cold moonlight and the warm campfire, creating an atmosphere that is both sacred and extremely dangerous, full of turbulence and mysterious power.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a heavily tattooed demon practicing in the night, with dynamic movement, a striking contrast between a full moon and a blazing bonfire, and a sequence of poses that convey both grace and power. The video presents the core elements—demon-like figure, tattoos, night setting, moonlight, and firelight—arranged in a visually coherent composition. However, the specific motion dynamics and the precise choreography of the poses are not fully realized, resulting in a moderate level of alignment overall.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, yet some frames show mild softness or compression artifacts, and color/lighting balance is not consistently strong across shots. The moon and fire are identifiable, and the character remains discernible, but the overall polish is mid-range rather than high-end. Overall Visual Quality aligns with a mid-level assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures the essential components described in the prompt (demon-like figure, tattoos, night setting, moonlight, and firelight). Yet the dynamic aspects—specifically the fluidity of movement and the exact pose sequences—are only partially realized. The alignment is adequate but not fully faithful to the detailed choreography and motion nuances, yielding a moderate score.\n\nPhysical Consistency / Common-sense:\nAnatomy and lighting interactions are generally plausible, with no glaring inconsistencies. Some minor deviations in shading or limb positioning appear in certain frames, but they do not break overall coherence. The scene maintains believable physical behavior within the fantasy context, resulting in a mid-level assessment.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.4375,
+ "TA": 3.546875,
+ "MQ": 2.765625,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a heavily tattooed demon practicing in the night, with dynamic movement, a striking contrast between a full moon and a blazing bonfire, and a sequence of poses that convey both grace and power. The video presents the core elements—demon-like figure, tattoos, night setting, moonlight, and firelight—arranged in a visually coherent composition. However, the specific motion dynamics and the precise choreography of the poses are not fully realized, resulting in a moderate level of alignment overall.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, yet some frames show mild softness or compression artifacts, and color/lighting balance is not consistently strong across shots. The moon and fire are identifiable, and the character remains discernible, but the overall polish is mid-range rather than high-end. Overall Visual Quality aligns with a mid-level assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures the essential components described in the prompt (demon-like figure, tattoos, night setting, moonlight, and firelight). Yet the dynamic aspects—specifically the fluidity of movement and the exact pose sequences—are only partially realized. The alignment is adequate but not fully faithful to the detailed choreography and motion nuances, yielding a moderate score.\n\nPhysical Consistency / Common-sense:\nAnatomy and lighting interactions are generally plausible, with no glaring inconsistencies. Some minor deviations in shading or limb positioning appear in certain frames, but they do not break overall coherence. The scene maintains believable physical behavior within the fantasy context, resulting in a mid-level assessment.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic, slightly tilted, circling medium shot captures the stunning spectacle of a heavily tattooed demon practicing in the night. His vibrant pink hair dances with his movements, contrasting sharply with his sharp, angular, demonic features. His bare torso and arms are covered in intricate, ancient blue runic tattoos that seem alive, emitting a faint inner glow in the light. The scene is dramatically torn between two contrasting light sources: on one side, a full moon hangs high in the night sky, casting a cool, eerie blue glow that outlines one side of his taut, muscled body; on the other, a blazing bonfire, its warm, leaping orange flames off-screen, illuminating the other side, creating a stark contrast of light and dark and a long, dancing shadow. He is engaged in a Tai Chi \"Cloud Hands\" pose, shifting his weight with a steady hand, his arms gliding through the air with a grace that seems slow but holds a terrifying power. Each seemingly gentle movement triggers a violent reaction in the surrounding environment—the dust and fallen leaves beneath his feet are swept up by invisible air currents, forming a miniature vortex around him, clearly demonstrating the destructive power precisely controlled in every subtle movement. The rotating camera intensifies this sense of turbulence, constantly interweaving the light and shadow of the cold moonlight and the warm campfire, creating an atmosphere that is both sacred and extremely dangerous, full of turbulence and mysterious power.",
+ "seed": 882,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_10/index_6396_seed_882_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.71875,
+ "video_score2_ta": 3.765625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 9.375,
+ "avg": 9.328125,
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+ "question": "dynamic, slightly tilted, circling medium shot captures the stunning spectacle of a heavily tattooed demon practicing in the night. His vibrant pink hair dances with his movements, contrasting sharply with his sharp, angular, demonic features. His bare torso and arms are covered in intricate, ancient blue runic tattoos that seem alive, emitting a faint inner glow in the light. The scene is dramatically torn between two contrasting light sources: on one side, a full moon hangs high in the night sky, casting a cool, eerie blue glow that outlines one side of his taut, muscled body; on the other, a blazing bonfire, its warm, leaping orange flames off-screen, illuminating the other side, creating a stark contrast of light and dark and a long, dancing shadow. He is engaged in a Tai Chi \"Cloud Hands\" pose, shifting his weight with a steady hand, his arms gliding through the air with a grace that seems slow but holds a terrifying power. Each seemingly gentle movement triggers a violent reaction in the surrounding environment—the dust and fallen leaves beneath his feet are swept up by invisible air currents, forming a miniature vortex around him, clearly demonstrating the destructive power precisely controlled in every subtle movement. The rotating camera intensifies this sense of turbulence, constantly interweaving the light and shadow of the cold moonlight and the warm campfire, creating an atmosphere that is both sacred and extremely dangerous, full of turbulence and mysterious power.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic scene featuring a heavily tattooed demon practicing in the night, with vibrant pink hair, blue runic tattoos, and a dramatic contrast between a full moon and a blazing bonfire. The subject is depicted in a Tai Chi 'Cloud Hands' pose, with weight shifting and arm movements that imply controlled power, while the environment shows dust and leaves reacting to the motions. The camera work is described as rotating to intensify the turbulence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, tattoos, and lighting contrasts, with stable composition and well-rendered effects. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, which prevent a higher rating. The sequence remains coherent and visually engaging, but not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: heavily tattooed demon, night setting, vibrant pink hair, blue runic tattoos, and the contrast between moonlight and firelight. The pose resembles a martial arts variation of Cloud Hands, and environmental interactions are present. Some nuanced aspects—such as the exact dynamics of dust/leaf vortexes and the subtler timing of movements—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character's proportions and interaction with light sources are generally plausible, and the scene maintains believable physics. Nevertheless, there are minor inconsistencies in how environmental effects respond to the movements and in some subtle anatomical or motion details, which prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.71875,
+ "TA": 3.765625,
+ "MQ": 2.84375,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic scene featuring a heavily tattooed demon practicing in the night, with vibrant pink hair, blue runic tattoos, and a dramatic contrast between a full moon and a blazing bonfire. The subject is depicted in a Tai Chi 'Cloud Hands' pose, with weight shifting and arm movements that imply controlled power, while the environment shows dust and leaves reacting to the motions. The camera work is described as rotating to intensify the turbulence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, tattoos, and lighting contrasts, with stable composition and well-rendered effects. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, which prevent a higher rating. The sequence remains coherent and visually engaging, but not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: heavily tattooed demon, night setting, vibrant pink hair, blue runic tattoos, and the contrast between moonlight and firelight. The pose resembles a martial arts variation of Cloud Hands, and environmental interactions are present. Some nuanced aspects—such as the exact dynamics of dust/leaf vortexes and the subtler timing of movements—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character's proportions and interaction with light sources are generally plausible, and the scene maintains believable physics. Nevertheless, there are minor inconsistencies in how environmental effects respond to the movements and in some subtle anatomical or motion details, which prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_11/index_tensor([529, 529])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_11/index_tensor([529, 529])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a9914ef603d9d8ff8d17084c360def05987da4e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_11/index_tensor([529, 529])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In an extreme close-up, the camera follows a delicate, childish hand in a smooth, slow downward tilt. In the warm, intimate afternoon light, golden sunlight streams in from the side, imbuing the image with a soft, warm hue. The hand's skin is fair and delicate, with endearing dimples at the knuckles. The index finger gently, almost caressingly, glides down a dark wooden staircase banister. The banister's surface is crisscrossed with minute scratches and dents from time, reflecting an aged, warm patina in the light. Suddenly, as the finger glides over a worn grain, a nearly invisible, sharp splinter stubbornly rises, piercing the skin at the fingertip and halting its movement. The camera then makes a tiny, almost imperceptible pan adjustment, focusing precisely on this tiny accident: a tiny drop of bright red blood is slowly oozing out from a clear white scratch, contrasting sharply with the dark wood and golden light, capturing a quiet yet heart-wrenching moment of true innocence and the unexpected collision of the tiny dangers of the real world.",
+ "seed": 2432,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_11/index_529_seed_2432_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 1.3984375,
+ "video_score2_mq": 1.515625,
+ "video_score2_overall": 6.0625,
+ "avg": 6.0859375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In an extreme close-up, the camera follows a delicate, childish hand in a smooth, slow downward tilt. In the warm, intimate afternoon light, golden sunlight streams in from the side, imbuing the image with a soft, warm hue. The hand's skin is fair and delicate, with endearing dimples at the knuckles. The index finger gently, almost caressingly, glides down a dark wooden staircase banister. The banister's surface is crisscrossed with minute scratches and dents from time, reflecting an aged, warm patina in the light. Suddenly, as the finger glides over a worn grain, a nearly invisible, sharp splinter stubbornly rises, piercing the skin at the fingertip and halting its movement. The camera then makes a tiny, almost imperceptible pan adjustment, focusing precisely on this tiny accident: a tiny drop of bright red blood is slowly oozing out from a clear white scratch, contrasting sharply with the dark wood and golden light, capturing a quiet yet heart-wrenching moment of true innocence and the unexpected collision of the tiny dangers of the real world.",
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+ "selected_reward": 6.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a delicate, child-like hand moving smoothly along a dark wooden staircase banister, with warm golden light, subtle finger movements, and a dramatic moment where a splinter pierces the skin and a tiny drop of bright red blood appears. The sequence aims to convey a quiet, emotionally resonant moment of vulnerability.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong: high resolution, clear details, warm lighting, and convincing color grading. The depth of field and cinematography feel polished, and the hand and wood textures read clearly. However, there are occasional minor inconsistencies in motion continuity and lighting transitions that prevent a perfect top score. Overall, Visual Quality is solid but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close framing, warm lighting, and a visible hand interacting with a wooden surface. Yet crucial narrative moments described in the prompt are missing or underdeveloped: there is no evident downward tilt, no splinter rising, no blood drop, and no pronounced focus on the tiny accident. The result is a moderate alignment overall (roughly 3/5).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible anatomy and material interactions, with believable hand contact and wood texture. Some micro-physics cues (e.g., the exact splinter behavior, blood dynamics) are not fully realized, leaving minor gaps in realism. Overall, Physical Consistency is acceptable but not perfect (roughly 3/5).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 3\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "MQ": 1.515625,
+ "Overall": 6.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a delicate, child-like hand moving smoothly along a dark wooden staircase banister, with warm golden light, subtle finger movements, and a dramatic moment where a splinter pierces the skin and a tiny drop of bright red blood appears. The sequence aims to convey a quiet, emotionally resonant moment of vulnerability.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong: high resolution, clear details, warm lighting, and convincing color grading. The depth of field and cinematography feel polished, and the hand and wood textures read clearly. However, there are occasional minor inconsistencies in motion continuity and lighting transitions that prevent a perfect top score. Overall, Visual Quality is solid but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close framing, warm lighting, and a visible hand interacting with a wooden surface. Yet crucial narrative moments described in the prompt are missing or underdeveloped: there is no evident downward tilt, no splinter rising, no blood drop, and no pronounced focus on the tiny accident. The result is a moderate alignment overall (roughly 3/5).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible anatomy and material interactions, with believable hand contact and wood texture. Some micro-physics cues (e.g., the exact splinter behavior, blood dynamics) are not fully realized, leaving minor gaps in realism. Overall, Physical Consistency is acceptable but not perfect (roughly 3/5).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 3\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ },
+ {
+ "prompt": "In an extreme close-up, the camera follows a delicate, childish hand in a smooth, slow downward tilt. In the warm, intimate afternoon light, golden sunlight streams in from the side, imbuing the image with a soft, warm hue. The hand's skin is fair and delicate, with endearing dimples at the knuckles. The index finger gently, almost caressingly, glides down a dark wooden staircase banister. The banister's surface is crisscrossed with minute scratches and dents from time, reflecting an aged, warm patina in the light. Suddenly, as the finger glides over a worn grain, a nearly invisible, sharp splinter stubbornly rises, piercing the skin at the fingertip and halting its movement. The camera then makes a tiny, almost imperceptible pan adjustment, focusing precisely on this tiny accident: a tiny drop of bright red blood is slowly oozing out from a clear white scratch, contrasting sharply with the dark wood and golden light, capturing a quiet yet heart-wrenching moment of true innocence and the unexpected collision of the tiny dangers of the real world.",
+ "seed": 2433,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_11/index_529_seed_2433_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.703125,
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+ "video_score2_overall": 10.0,
+ "avg": 10.0,
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+ "question_id": "videoscore2_overall",
+ "question": "In an extreme close-up, the camera follows a delicate, childish hand in a smooth, slow downward tilt. In the warm, intimate afternoon light, golden sunlight streams in from the side, imbuing the image with a soft, warm hue. The hand's skin is fair and delicate, with endearing dimples at the knuckles. The index finger gently, almost caressingly, glides down a dark wooden staircase banister. The banister's surface is crisscrossed with minute scratches and dents from time, reflecting an aged, warm patina in the light. Suddenly, as the finger glides over a worn grain, a nearly invisible, sharp splinter stubbornly rises, piercing the skin at the fingertip and halting its movement. The camera then makes a tiny, almost imperceptible pan adjustment, focusing precisely on this tiny accident: a tiny drop of bright red blood is slowly oozing out from a clear white scratch, contrasting sharply with the dark wood and golden light, capturing a quiet yet heart-wrenching moment of true innocence and the unexpected collision of the tiny dangers of the real world.",
+ "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 carefully.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up where a delicate, child-like hand glides down a dark wooden staircase banister in warm, golden light. A minor injury occurs when a small splinter pierces the skin, followed by a tiny pan to focus on the wound. The scene aims to convey a quiet, heart-wrenching moment of true innocence amid small real-world risks.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain high fidelity: the hand, fingers, and the wooden surface are rendered with clear detail; lighting remains warm and consistent; color grading emphasizes golden tones. The depth of field isolates the hand and banister effectively, and there are no obvious artifacts or distortions. Overall, Visual Quality is strong (4/5).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents an extreme close-up, a smooth downward tilt, warm lighting, and a visible finger glide along the dark wooden surface. However, certain prompt elements are not fully realized: the presence of endearing dimples is not clearly depicted, and the explicit depiction of a splinter rising and piercing the skin is not shown. The focus on the tiny injury and the precise pan to the wound is also not demonstrated. Consequently, alignment is moderate (3/5).\n\nPhysical Consistency / Common-sense:\nThe interaction between finger and wood appears natural, with plausible contact dynamics and lighting. There are no evident physical inconsistencies. The absence of the splinter-pierce event reduces narrative coherence but does not introduce physical implausibilities. Overall, Physical Consistency is moderate (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 2.734375,
+ "MQ": 3.5625,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up where a delicate, child-like hand glides down a dark wooden staircase banister in warm, golden light. A minor injury occurs when a small splinter pierces the skin, followed by a tiny pan to focus on the wound. The scene aims to convey a quiet, heart-wrenching moment of true innocence amid small real-world risks.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain high fidelity: the hand, fingers, and the wooden surface are rendered with clear detail; lighting remains warm and consistent; color grading emphasizes golden tones. The depth of field isolates the hand and banister effectively, and there are no obvious artifacts or distortions. Overall, Visual Quality is strong (4/5).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents an extreme close-up, a smooth downward tilt, warm lighting, and a visible finger glide along the dark wooden surface. However, certain prompt elements are not fully realized: the presence of endearing dimples is not clearly depicted, and the explicit depiction of a splinter rising and piercing the skin is not shown. The focus on the tiny injury and the precise pan to the wound is also not demonstrated. Consequently, alignment is moderate (3/5).\n\nPhysical Consistency / Common-sense:\nThe interaction between finger and wood appears natural, with plausible contact dynamics and lighting. There are no evident physical inconsistencies. The absence of the splinter-pierce event reduces narrative coherence but does not introduce physical implausibilities. Overall, Physical Consistency is moderate (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 2434,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_11/index_529_seed_2434_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a delicate, child-like hand moving smoothly along a dark wooden staircase banister in warm, golden light. A minor injury occurs when a small splinter pierces the skin, producing a tiny drop of bright red blood that contrasts with the wood. The scene aims to convey a quiet, emotionally resonant moment of vulnerability.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain decent clarity and consistent warm lighting. The hand remains the focal point with reasonable depth of field, and color grading supports the golden-hour mood. However, there are noticeable frame-to-frame inconsistencies in finger positioning and some minor artifacts around the wound area, which slightly reduce perceived realism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, warm lighting, and a visible hand interacting with a wooden surface. Yet key narrative moments described in the prompt are not fully realized: the explicit downward tilt of the camera is not clearly demonstrated, the splinter’s emergence and the blood drop are not clearly depicted, and the emotional weight of the moment is only partially conveyed. Alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThere are subtle inconsistencies in hand motion and interaction with the surface, and the blood dynamics do not always align with real-world physics. These factors contribute to a sense of artificiality in the scene, resulting in a lower score for physical/common-sense consistency (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "MQ": 2.953125,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a delicate, child-like hand moving smoothly along a dark wooden staircase banister in warm, golden light. A minor injury occurs when a small splinter pierces the skin, producing a tiny drop of bright red blood that contrasts with the wood. The scene aims to convey a quiet, emotionally resonant moment of vulnerability.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain decent clarity and consistent warm lighting. The hand remains the focal point with reasonable depth of field, and color grading supports the golden-hour mood. However, there are noticeable frame-to-frame inconsistencies in finger positioning and some minor artifacts around the wound area, which slightly reduce perceived realism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, warm lighting, and a visible hand interacting with a wooden surface. Yet key narrative moments described in the prompt are not fully realized: the explicit downward tilt of the camera is not clearly demonstrated, the splinter’s emergence and the blood drop are not clearly depicted, and the emotional weight of the moment is only partially conveyed. Alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThere are subtle inconsistencies in hand motion and interaction with the surface, and the blood dynamics do not always align with real-world physics. These factors contribute to a sense of artificiality in the scene, resulting in a lower score for physical/common-sense consistency (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 2435,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_11/index_529_seed_2435_dp_23_rank_46_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.765625,
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+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.5625,
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+ "question": "In an extreme close-up, the camera follows a delicate, childish hand in a smooth, slow downward tilt. In the warm, intimate afternoon light, golden sunlight streams in from the side, imbuing the image with a soft, warm hue. The hand's skin is fair and delicate, with endearing dimples at the knuckles. The index finger gently, almost caressingly, glides down a dark wooden staircase banister. The banister's surface is crisscrossed with minute scratches and dents from time, reflecting an aged, warm patina in the light. Suddenly, as the finger glides over a worn grain, a nearly invisible, sharp splinter stubbornly rises, piercing the skin at the fingertip and halting its movement. The camera then makes a tiny, almost imperceptible pan adjustment, focusing precisely on this tiny accident: a tiny drop of bright red blood is slowly oozing out from a clear white scratch, contrasting sharply with the dark wood and golden light, capturing a quiet yet heart-wrenching moment of true innocence and the unexpected collision of the tiny dangers of the real world.",
+ "token_credit_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a delicate, child-like hand moving smoothly along a dark wooden staircase banister in warm, golden light. A minor injury occurs when a splinter pierces the skin, producing a small drop of bright red blood against the aged wood. The sequence aims for a cinematic capture of a quiet, emotionally resonant moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and warm lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional color inconsistencies, and minor compression artifacts. The hand remains identifiable across shots, though fine details may be softened by motion or depth-of-field choices. The lighting contributes to atmosphere, but the overall polish is not consistently maintained throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the extreme close-up, the smooth downward movement, and the warm lighting described. The hand appears fair and delicate, and the interaction with the dark wooden surface is evident. The crucial moment of a splinter piercing the skin and the resulting blood drop is present, and the composition emphasizes the intimate, quiet drama. Minor deviations exist in the exact timing of the splinter rise and the precise focus on the injury, but these do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The hand anatomy and interaction with the wooden surface read as plausible, and the lighting/shadows support realism. However, some micro-dynamics—such as the splinter’s emergence and the blood’s trajectory—do not always align perfectly with real-world physics, and a few moments feel slightly staged rather than fully natural. Overall, the scene maintains believable coherence without major contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.765625,
+ "TA": 2.765625,
+ "MQ": 3.046875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a delicate, child-like hand moving smoothly along a dark wooden staircase banister in warm, golden light. A minor injury occurs when a splinter pierces the skin, producing a small drop of bright red blood against the aged wood. The sequence aims for a cinematic capture of a quiet, emotionally resonant moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and warm lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional color inconsistencies, and minor compression artifacts. The hand remains identifiable across shots, though fine details may be softened by motion or depth-of-field choices. The lighting contributes to atmosphere, but the overall polish is not consistently maintained throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the extreme close-up, the smooth downward movement, and the warm lighting described. The hand appears fair and delicate, and the interaction with the dark wooden surface is evident. The crucial moment of a splinter piercing the skin and the resulting blood drop is present, and the composition emphasizes the intimate, quiet drama. Minor deviations exist in the exact timing of the splinter rise and the precise focus on the injury, but these do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The hand anatomy and interaction with the wooden surface read as plausible, and the lighting/shadows support realism. However, some micro-dynamics—such as the splinter’s emergence and the blood’s trajectory—do not always align perfectly with real-world physics, and a few moments feel slightly staged rather than fully natural. Overall, the scene maintains believable coherence without major contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_12/index_tensor([7073, 7073])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_12/index_tensor([7073, 7073])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ab13c392ee5ec2d842a1765cce40e14bed63915
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_12/index_tensor([7073, 7073])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle shot, shot from the ground, reveals a powerful, adult African elephant. It stands tall in the vast African savannah, a backdrop of a cloudless blue sky and a few sparse acacia trees. The scorching midday sun casts sharp, deep shadows on its deeply wrinkled, dark gray hide, rough as cracked earth. Its massive, curved tusks, gleaming with a pale yellow luster honed by age, stand out against the sun. Suddenly, with explosive force, it curls its muscular, powerful trunk slightly, gathering momentum, then lashes it upward, pointing it high into the sky. Simultaneously, its massive paw stomps the ground, stirring up a thick cloud of reddish-brown dust that swirls and engulfs its lower body. Along with this movement, its entire huge body was tensed due to extreme force, its huge fan-shaped ears were fully spread out to both sides, and its small and deep eyes flashed with anger and warning, as if it was making a silent but visually impactful roar. The whole picture was full of primitive, wild tension and awe-inspiring deterrence.",
+ "seed": 14047,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_12/index_7073_seed_14047_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.0,
+ "avg": 9.03125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle shot, shot from the ground, reveals a powerful, adult African elephant. It stands tall in the vast African savannah, a backdrop of a cloudless blue sky and a few sparse acacia trees. The scorching midday sun casts sharp, deep shadows on its deeply wrinkled, dark gray hide, rough as cracked earth. Its massive, curved tusks, gleaming with a pale yellow luster honed by age, stand out against the sun. Suddenly, with explosive force, it curls its muscular, powerful trunk slightly, gathering momentum, then lashes it upward, pointing it high into the sky. Simultaneously, its massive paw stomps the ground, stirring up a thick cloud of reddish-brown dust that swirls and engulfs its lower body. Along with this movement, its entire huge body was tensed due to extreme force, its huge fan-shaped ears were fully spread out to both sides, and its small and deep eyes flashed with anger and warning, as if it was making a silent but visually impactful roar. The whole picture was full of primitive, wild tension and awe-inspiring deterrence.",
+ "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 shot of a powerful adult African elephant standing in a vast savannah under a cloudless blue sky with sparse acacia trees. The scene is lit by a scorching midday sun casting sharp shadows, and the elephant's features are detailed: massive curved tusks, wrinkled dark-gray hide, and a dynamic sequence where the trunk curls, gathers momentum, and is driven upward with explosive force while dust clouds swirl around the lower body. The overall mood is one of primitive, wild tension and awe-inspiring deterrence.\n\nVisual Quality Analysis:\nAcross the frames, the elephant remains clearly visible with decent detail in skin texture and features. The background elements (sky, trees) are identifiable, and lighting appears consistent with a bright outdoor setting. However, there are occasional minor artifacts and slight softness in some frames, which prevent a consistently pristine look. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—low-angle perspective, presence of a large adult elephant, savannah setting, and prominent trunk movement with dust in the scene. However, certain dramatic details from the prompt are not fully realized in the footage, such as the intensity of the “explosive force” and the precise synchronization between the trunk action and the described dynamic sequence. The alignment is adequate but not perfect, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe elephant’s anatomy and environmental context appear plausible, with coherent lighting and spatial relationships. Some aspects of the motion feel slightly staged or less fluid, and the dust dynamics do not always align perfectly with the implied force, resulting in a moderate level of physical realism.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with no dimension achieving high fidelity. This corresponds to a balanced, middle-ground evaluation across Visual Quality, Text-to-Video Alignment, and Physical/Common-sense Consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 2.875,
+ "MQ": 3.09375,
+ "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 shot of a powerful adult African elephant standing in a vast savannah under a cloudless blue sky with sparse acacia trees. The scene is lit by a scorching midday sun casting sharp shadows, and the elephant's features are detailed: massive curved tusks, wrinkled dark-gray hide, and a dynamic sequence where the trunk curls, gathers momentum, and is driven upward with explosive force while dust clouds swirl around the lower body. The overall mood is one of primitive, wild tension and awe-inspiring deterrence.\n\nVisual Quality Analysis:\nAcross the frames, the elephant remains clearly visible with decent detail in skin texture and features. The background elements (sky, trees) are identifiable, and lighting appears consistent with a bright outdoor setting. However, there are occasional minor artifacts and slight softness in some frames, which prevent a consistently pristine look. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—low-angle perspective, presence of a large adult elephant, savannah setting, and prominent trunk movement with dust in the scene. However, certain dramatic details from the prompt are not fully realized in the footage, such as the intensity of the “explosive force” and the precise synchronization between the trunk action and the described dynamic sequence. The alignment is adequate but not perfect, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe elephant’s anatomy and environmental context appear plausible, with coherent lighting and spatial relationships. Some aspects of the motion feel slightly staged or less fluid, and the dust dynamics do not always align perfectly with the implied force, resulting in a moderate level of physical realism.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with no dimension achieving high fidelity. This corresponds to a balanced, middle-ground evaluation across Visual Quality, Text-to-Video Alignment, and Physical/Common-sense Consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle shot, shot from the ground, reveals a powerful, adult African elephant. It stands tall in the vast African savannah, a backdrop of a cloudless blue sky and a few sparse acacia trees. The scorching midday sun casts sharp, deep shadows on its deeply wrinkled, dark gray hide, rough as cracked earth. Its massive, curved tusks, gleaming with a pale yellow luster honed by age, stand out against the sun. Suddenly, with explosive force, it curls its muscular, powerful trunk slightly, gathering momentum, then lashes it upward, pointing it high into the sky. Simultaneously, its massive paw stomps the ground, stirring up a thick cloud of reddish-brown dust that swirls and engulfs its lower body. Along with this movement, its entire huge body was tensed due to extreme force, its huge fan-shaped ears were fully spread out to both sides, and its small and deep eyes flashed with anger and warning, as if it was making a silent but visually impactful roar. The whole picture was full of primitive, wild tension and awe-inspiring deterrence.",
+ "seed": 14048,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_12/index_7073_seed_14048_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.171875,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.1875,
+ "avg": 8.203125,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot of a powerful adult African elephant standing in a vast savannah under a cloudless blue sky with sparse acacia trees. The scene is lit by a scorching midday sun casting sharp shadows on the elephant's wrinkled, dark gray hide. The tusks are massive, curved, and pale yellow, while the trunk curling and subsequent upward strike, along with a ground-stomping action, create a dramatic moment. The overall mood is one of primitive, wild tension and awe-inspiring deterrence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and natural coloration, but there are occasional artifacts and mild distortions during rapid trunk motion. Some frames exhibit slight morphing or unnatural blending between the trunk and surrounding features, and there is occasional minor blur during fast actions. These issues are noticeable but do not dominate the viewing experience, resulting in a fair overall impression rather than a pristine render.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle perspective, savannah setting, prominent elephant features, and the dramatic trunk action. The main deviation is the absence of the ground-stomping moment described in the prompt; aside from this omission, the sequence closely follows the intended narrative and dynamics, with only minor deviations in timing and some anatomical details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are occasional inconsistencies in trunk articulation and interaction with the environment, including brief moments where trunk rendering blends with other parts or shows abrupt transitions. These issues reduce realism but do not completely undermine the scene’s credibility, keeping the overall depiction plausible within the context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.109375,
+ "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 shot of a powerful adult African elephant standing in a vast savannah under a cloudless blue sky with sparse acacia trees. The scene is lit by a scorching midday sun casting sharp shadows on the elephant's wrinkled, dark gray hide. The tusks are massive, curved, and pale yellow, while the trunk curling and subsequent upward strike, along with a ground-stomping action, create a dramatic moment. The overall mood is one of primitive, wild tension and awe-inspiring deterrence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and natural coloration, but there are occasional artifacts and mild distortions during rapid trunk motion. Some frames exhibit slight morphing or unnatural blending between the trunk and surrounding features, and there is occasional minor blur during fast actions. These issues are noticeable but do not dominate the viewing experience, resulting in a fair overall impression rather than a pristine render.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle perspective, savannah setting, prominent elephant features, and the dramatic trunk action. The main deviation is the absence of the ground-stomping moment described in the prompt; aside from this omission, the sequence closely follows the intended narrative and dynamics, with only minor deviations in timing and some anatomical details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are occasional inconsistencies in trunk articulation and interaction with the environment, including brief moments where trunk rendering blends with other parts or shows abrupt transitions. These issues reduce realism but do not completely undermine the scene’s credibility, keeping the overall depiction plausible within the context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle shot, shot from the ground, reveals a powerful, adult African elephant. It stands tall in the vast African savannah, a backdrop of a cloudless blue sky and a few sparse acacia trees. The scorching midday sun casts sharp, deep shadows on its deeply wrinkled, dark gray hide, rough as cracked earth. Its massive, curved tusks, gleaming with a pale yellow luster honed by age, stand out against the sun. Suddenly, with explosive force, it curls its muscular, powerful trunk slightly, gathering momentum, then lashes it upward, pointing it high into the sky. Simultaneously, its massive paw stomps the ground, stirring up a thick cloud of reddish-brown dust that swirls and engulfs its lower body. Along with this movement, its entire huge body was tensed due to extreme force, its huge fan-shaped ears were fully spread out to both sides, and its small and deep eyes flashed with anger and warning, as if it was making a silent but visually impactful roar. The whole picture was full of primitive, wild tension and awe-inspiring deterrence.",
+ "seed": 14049,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_12/index_7073_seed_14049_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.0,
+ "avg": 8.984375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle shot, shot from the ground, reveals a powerful, adult African elephant. It stands tall in the vast African savannah, a backdrop of a cloudless blue sky and a few sparse acacia trees. The scorching midday sun casts sharp, deep shadows on its deeply wrinkled, dark gray hide, rough as cracked earth. Its massive, curved tusks, gleaming with a pale yellow luster honed by age, stand out against the sun. Suddenly, with explosive force, it curls its muscular, powerful trunk slightly, gathering momentum, then lashes it upward, pointing it high into the sky. Simultaneously, its massive paw stomps the ground, stirring up a thick cloud of reddish-brown dust that swirls and engulfs its lower body. Along with this movement, its entire huge body was tensed due to extreme force, its huge fan-shaped ears were fully spread out to both sides, and its small and deep eyes flashed with anger and warning, as if it was making a silent but visually impactful roar. The whole picture was full of primitive, wild tension and awe-inspiring deterrence.",
+ "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 shot of a powerful adult African elephant standing in a vast savannah under a cloudless blue sky with sparse acacia trees. The scene is lit by a scorching midday sun casting sharp shadows on the elephant's wrinkled, dark gray hide. The tusks are massive, curved, and pale yellow, while the trunk curling and subsequent upward motion, along with a ground-stomping action, create a dramatic moment. The overall mood is one of primitive, wild tension and awe-inspiring deterrence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the elephant's features and texture, but there are occasional motion blur during rapid trunk movement and some minor compression artifacts. Lighting remains generally consistent with warm tones, though color grading varies slightly across shots. The background elements are recognizable, and the sequence remains coherent, but it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle perspective, savannah setting, prominent elephant presence, visible acacia trees, bright sun, and the trunk curling and upward motion. The main deviation is the absence of the ground-stomping action described in the prompt; this omission reduces perfect alignment but the majority of key aspects are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The elephant's anatomy and movement appear plausible, with believable trunk dynamics and environmental interaction. However, the missing ground-stomping and some timing nuances introduce mild inconsistencies with the described scenario, preventing a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 3.015625,
+ "MQ": 3.1875,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot of a powerful adult African elephant standing in a vast savannah under a cloudless blue sky with sparse acacia trees. The scene is lit by a scorching midday sun casting sharp shadows on the elephant's wrinkled, dark gray hide. The tusks are massive, curved, and pale yellow, while the trunk curling and subsequent upward motion, along with a ground-stomping action, create a dramatic moment. The overall mood is one of primitive, wild tension and awe-inspiring deterrence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the elephant's features and texture, but there are occasional motion blur during rapid trunk movement and some minor compression artifacts. Lighting remains generally consistent with warm tones, though color grading varies slightly across shots. The background elements are recognizable, and the sequence remains coherent, but it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle perspective, savannah setting, prominent elephant presence, visible acacia trees, bright sun, and the trunk curling and upward motion. The main deviation is the absence of the ground-stomping action described in the prompt; this omission reduces perfect alignment but the majority of key aspects are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The elephant's anatomy and movement appear plausible, with believable trunk dynamics and environmental interaction. However, the missing ground-stomping and some timing nuances introduce mild inconsistencies with the described scenario, preventing a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle shot, shot from the ground, reveals a powerful, adult African elephant. It stands tall in the vast African savannah, a backdrop of a cloudless blue sky and a few sparse acacia trees. The scorching midday sun casts sharp, deep shadows on its deeply wrinkled, dark gray hide, rough as cracked earth. Its massive, curved tusks, gleaming with a pale yellow luster honed by age, stand out against the sun. Suddenly, with explosive force, it curls its muscular, powerful trunk slightly, gathering momentum, then lashes it upward, pointing it high into the sky. Simultaneously, its massive paw stomps the ground, stirring up a thick cloud of reddish-brown dust that swirls and engulfs its lower body. Along with this movement, its entire huge body was tensed due to extreme force, its huge fan-shaped ears were fully spread out to both sides, and its small and deep eyes flashed with anger and warning, as if it was making a silent but visually impactful roar. The whole picture was full of primitive, wild tension and awe-inspiring deterrence.",
+ "seed": 14050,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_12/index_7073_seed_14050_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle shot, shot from the ground, reveals a powerful, adult African elephant. It stands tall in the vast African savannah, a backdrop of a cloudless blue sky and a few sparse acacia trees. The scorching midday sun casts sharp, deep shadows on its deeply wrinkled, dark gray hide, rough as cracked earth. Its massive, curved tusks, gleaming with a pale yellow luster honed by age, stand out against the sun. Suddenly, with explosive force, it curls its muscular, powerful trunk slightly, gathering momentum, then lashes it upward, pointing it high into the sky. Simultaneously, its massive paw stomps the ground, stirring up a thick cloud of reddish-brown dust that swirls and engulfs its lower body. Along with this movement, its entire huge body was tensed due to extreme force, its huge fan-shaped ears were fully spread out to both sides, and its small and deep eyes flashed with anger and warning, as if it was making a silent but visually impactful roar. The whole picture was full of primitive, wild tension and awe-inspiring deterrence.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot of a powerful adult African elephant standing in a vast savannah under a cloudless blue sky with sparse acacia trees. The scene is lit by a scorching midday sun casting sharp shadows, and the trunk is depicted curling with explosive force, followed by a dramatic upward lash, while the body tightens and the ears spread wide. The overall mood is one of primitive, wild tension and awe-inspiring deterrence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural coloration, with lighting consistent with a bright savannah scene. However, there are occasional minor artifacts and slight softness in some frames, preventing a higher rating. The sequence remains coherent and stable, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle perspective, presence of a powerful adult elephant, savannah setting with acacia trees, and daytime lighting. The trunk movement and general stance align with the description, and the overall mood matches the intended tension. Some nuanced details—such as precise timing of the trunk curl and the exact moment of the upward lash—are not perfectly synchronized, but they do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The elephant’s anatomy and environmental context appear plausible, with believable proportions and interactions with the ground and lighting. Minor inconsistencies exist in the dynamic timing of trunk movement and the intensity of the dust plume relative to the action, which slightly reduce realism but do not break overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.796875,
+ "MQ": 3.140625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot of a powerful adult African elephant standing in a vast savannah under a cloudless blue sky with sparse acacia trees. The scene is lit by a scorching midday sun casting sharp shadows, and the trunk is depicted curling with explosive force, followed by a dramatic upward lash, while the body tightens and the ears spread wide. The overall mood is one of primitive, wild tension and awe-inspiring deterrence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural coloration, with lighting consistent with a bright savannah scene. However, there are occasional minor artifacts and slight softness in some frames, preventing a higher rating. The sequence remains coherent and stable, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle perspective, presence of a powerful adult elephant, savannah setting with acacia trees, and daytime lighting. The trunk movement and general stance align with the description, and the overall mood matches the intended tension. Some nuanced details—such as precise timing of the trunk curl and the exact moment of the upward lash—are not perfectly synchronized, but they do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The elephant’s anatomy and environmental context appear plausible, with believable proportions and interactions with the ground and lighting. Minor inconsistencies exist in the dynamic timing of trunk movement and the intensity of the dust plume relative to the action, which slightly reduce realism but do not break overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_13/index_tensor([4367, 4367])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_13/index_tensor([4367, 4367])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..447768e7b57f18dd6424c2c4ba98580737fbd48c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_13/index_tensor([4367, 4367])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, wide shot opens the scene, the camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. Her long, black hair, neatly tied in thick braids, sways gently with her movements. Her face, framed by a bright yellow hard hat, radiates focus and experience. She wears a high-visibility orange safety vest over a durable, dusty gray work shirt, and her hands, clad in sturdy work gloves, confidently grip the cold, galvanized metal beams. She ascends with a rhythmic, deliberate cadence, placing her heavy-duty work boots firmly on each beam before pulling herself upward. The scaffolding is bolted to the raw concrete skeleton of a half-built skyscraper, revealing exposed rebar and unfinished floorboards. As the camera continues to tilt upward, the background expands to reveal a vast, busy city skyline: a dense tapestry of glass and steel towers beneath a bright, clear sky. The intense midday sun cast long, sharp shadows from the scaffolding onto the building’s facade, creating stark geometric patterns and causing brilliant reflections of light off the metal surfaces, creating a powerful atmosphere of concentrated labor, human determination, and monumental scale.",
+ "seed": 26413,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_13/index_4367_seed_26413_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.25,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.75,
+ "avg": 8.78125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide shot opens the scene, the camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. Her long, black hair, neatly tied in thick braids, sways gently with her movements. Her face, framed by a bright yellow hard hat, radiates focus and experience. She wears a high-visibility orange safety vest over a durable, dusty gray work shirt, and her hands, clad in sturdy work gloves, confidently grip the cold, galvanized metal beams. She ascends with a rhythmic, deliberate cadence, placing her heavy-duty work boots firmly on each beam before pulling herself upward. The scaffolding is bolted to the raw concrete skeleton of a half-built skyscraper, revealing exposed rebar and unfinished floorboards. As the camera continues to tilt upward, the background expands to reveal a vast, busy city skyline: a dense tapestry of glass and steel towers beneath a bright, clear sky. The intense midday sun cast long, sharp shadows from the scaffolding onto the building’s facade, creating stark geometric patterns and causing brilliant reflections of light off the metal surfaces, creating a powerful atmosphere of concentrated labor, human determination, and monumental scale.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide shot featuring a female construction worker in her 40s scaling a vast network of steel scaffolding. It specifies long black hair tied in braids, a bright yellow hard hat, a high-visibility orange safety vest over a gray work shirt, and work gloves gripping cold, galvanized metal beams. The ascent should be shown with a deliberate cadence, with the scaffolding bolted to a raw concrete skeleton and a bright city skyline in the background. The scene should emphasize midday sun, sharp shadows, and a sense of concentrated labor and scale.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility, but there are noticeable issues that prevent a higher rating. Occasional motion blur during movement, minor compression artifacts, and slight color/contrast inconsistencies reduce perceived sharpness. Lighting remains generally stable, yet some frames show mild exposure variation. The sequence remains coherent, but the overall image fidelity does not reach high-end standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle perspective, a female worker, and the described attire and equipment. The scaffolding, urban backdrop, and daylight ambiance align with the prompt. Some dynamic aspects—such as the exact cadence of ascent and the precise interaction with the scaffolding—are not fully verifiable from static frames, but the core elements match well and the overall narrative coherence is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with believable interactions between the worker, scaffolding, and environment. However, there are subtle cues that could challenge full common-sense realism in motion dynamics or lighting interactions, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.25,
+ "TA": 3.453125,
+ "MQ": 3.078125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide shot featuring a female construction worker in her 40s scaling a vast network of steel scaffolding. It specifies long black hair tied in braids, a bright yellow hard hat, a high-visibility orange safety vest over a gray work shirt, and work gloves gripping cold, galvanized metal beams. The ascent should be shown with a deliberate cadence, with the scaffolding bolted to a raw concrete skeleton and a bright city skyline in the background. The scene should emphasize midday sun, sharp shadows, and a sense of concentrated labor and scale.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility, but there are noticeable issues that prevent a higher rating. Occasional motion blur during movement, minor compression artifacts, and slight color/contrast inconsistencies reduce perceived sharpness. Lighting remains generally stable, yet some frames show mild exposure variation. The sequence remains coherent, but the overall image fidelity does not reach high-end standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle perspective, a female worker, and the described attire and equipment. The scaffolding, urban backdrop, and daylight ambiance align with the prompt. Some dynamic aspects—such as the exact cadence of ascent and the precise interaction with the scaffolding—are not fully verifiable from static frames, but the core elements match well and the overall narrative coherence is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with believable interactions between the worker, scaffolding, and environment. However, there are subtle cues that could challenge full common-sense realism in motion dynamics or lighting interactions, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide shot opens the scene, the camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. Her long, black hair, neatly tied in thick braids, sways gently with her movements. Her face, framed by a bright yellow hard hat, radiates focus and experience. She wears a high-visibility orange safety vest over a durable, dusty gray work shirt, and her hands, clad in sturdy work gloves, confidently grip the cold, galvanized metal beams. She ascends with a rhythmic, deliberate cadence, placing her heavy-duty work boots firmly on each beam before pulling herself upward. The scaffolding is bolted to the raw concrete skeleton of a half-built skyscraper, revealing exposed rebar and unfinished floorboards. As the camera continues to tilt upward, the background expands to reveal a vast, busy city skyline: a dense tapestry of glass and steel towers beneath a bright, clear sky. The intense midday sun cast long, sharp shadows from the scaffolding onto the building’s facade, creating stark geometric patterns and causing brilliant reflections of light off the metal surfaces, creating a powerful atmosphere of concentrated labor, human determination, and monumental scale.",
+ "seed": 26414,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_13/index_4367_seed_26414_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.046875,
+ "video_score2_ta": 3.375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.5,
+ "avg": 8.5,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide shot opens the scene, the camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. Her long, black hair, neatly tied in thick braids, sways gently with her movements. Her face, framed by a bright yellow hard hat, radiates focus and experience. She wears a high-visibility orange safety vest over a durable, dusty gray work shirt, and her hands, clad in sturdy work gloves, confidently grip the cold, galvanized metal beams. She ascends with a rhythmic, deliberate cadence, placing her heavy-duty work boots firmly on each beam before pulling herself upward. The scaffolding is bolted to the raw concrete skeleton of a half-built skyscraper, revealing exposed rebar and unfinished floorboards. As the camera continues to tilt upward, the background expands to reveal a vast, busy city skyline: a dense tapestry of glass and steel towers beneath a bright, clear sky. The intense midday sun cast long, sharp shadows from the scaffolding onto the building’s facade, creating stark geometric patterns and causing brilliant reflections of light off the metal surfaces, creating a powerful atmosphere of concentrated labor, human determination, and monumental scale.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide shot opening the scene with a camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. It specifies details such as long black hair tied in thick braids, a bright yellow hard hat, a high visibility orange safety vest over a durable dusty gray work shirt, sturdy work gloves, and heavy duty work boots. The scene should show the scaffolding bolted to a raw concrete skeleton with exposed rebar and unfinished floorboards, and a background expanding to reveal a vast busy city skyline with glass and steel towers under bright midday sun casting long shadows and reflections.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during movement, occasional compression artifacts, and slight color desaturation or banding in bright areas. Lighting remains generally consistent with a bright daylight setting, yet a few frames show minor exposure variations. The sequence remains coherent and the scaffolding and worker remain identifiable, though fine details may be softened by compression or motion.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle wide shot with upward camera motion, a female worker in her 40s, and a visible network of scaffolding. The core elements described in the prompt are present including the bright yellow hard hat, orange safety vest, and work gloves. Some finer details such as exact hair styling or precise clothing shade are not perfectly matched, but these do not significantly detract from the overall alignment. The scene conveys the intended mood of focused labor and urban construction dynamics.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The worker's interaction with the scaffolding and the general physics appear plausible, and lighting/shadows align with a bright outdoor setting. However, there are minor inconsistencies in scale cues and some interactions with the scaffolding that could be tightened for stronger realism. Overall, the scene maintains believable 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": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.046875,
+ "TA": 3.375,
+ "MQ": 3.078125,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide shot opening the scene with a camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. It specifies details such as long black hair tied in thick braids, a bright yellow hard hat, a high visibility orange safety vest over a durable dusty gray work shirt, sturdy work gloves, and heavy duty work boots. The scene should show the scaffolding bolted to a raw concrete skeleton with exposed rebar and unfinished floorboards, and a background expanding to reveal a vast busy city skyline with glass and steel towers under bright midday sun casting long shadows and reflections.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during movement, occasional compression artifacts, and slight color desaturation or banding in bright areas. Lighting remains generally consistent with a bright daylight setting, yet a few frames show minor exposure variations. The sequence remains coherent and the scaffolding and worker remain identifiable, though fine details may be softened by compression or motion.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle wide shot with upward camera motion, a female worker in her 40s, and a visible network of scaffolding. The core elements described in the prompt are present including the bright yellow hard hat, orange safety vest, and work gloves. Some finer details such as exact hair styling or precise clothing shade are not perfectly matched, but these do not significantly detract from the overall alignment. The scene conveys the intended mood of focused labor and urban construction dynamics.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The worker's interaction with the scaffolding and the general physics appear plausible, and lighting/shadows align with a bright outdoor setting. However, there are minor inconsistencies in scale cues and some interactions with the scaffolding that could be tightened for stronger realism. Overall, the scene maintains believable 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"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide shot opens the scene, the camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. Her long, black hair, neatly tied in thick braids, sways gently with her movements. Her face, framed by a bright yellow hard hat, radiates focus and experience. She wears a high-visibility orange safety vest over a durable, dusty gray work shirt, and her hands, clad in sturdy work gloves, confidently grip the cold, galvanized metal beams. She ascends with a rhythmic, deliberate cadence, placing her heavy-duty work boots firmly on each beam before pulling herself upward. The scaffolding is bolted to the raw concrete skeleton of a half-built skyscraper, revealing exposed rebar and unfinished floorboards. As the camera continues to tilt upward, the background expands to reveal a vast, busy city skyline: a dense tapestry of glass and steel towers beneath a bright, clear sky. The intense midday sun cast long, sharp shadows from the scaffolding onto the building’s facade, creating stark geometric patterns and causing brilliant reflections of light off the metal surfaces, creating a powerful atmosphere of concentrated labor, human determination, and monumental scale.",
+ "seed": 26415,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_13/index_4367_seed_26415_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.359375,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.125,
+ "avg": 9.140625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide shot opens the scene, the camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. Her long, black hair, neatly tied in thick braids, sways gently with her movements. Her face, framed by a bright yellow hard hat, radiates focus and experience. She wears a high-visibility orange safety vest over a durable, dusty gray work shirt, and her hands, clad in sturdy work gloves, confidently grip the cold, galvanized metal beams. She ascends with a rhythmic, deliberate cadence, placing her heavy-duty work boots firmly on each beam before pulling herself upward. The scaffolding is bolted to the raw concrete skeleton of a half-built skyscraper, revealing exposed rebar and unfinished floorboards. As the camera continues to tilt upward, the background expands to reveal a vast, busy city skyline: a dense tapestry of glass and steel towers beneath a bright, clear sky. The intense midday sun cast long, sharp shadows from the scaffolding onto the building’s facade, creating stark geometric patterns and causing brilliant reflections of light off the metal surfaces, creating a powerful atmosphere of concentrated labor, human determination, and monumental scale.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
+ "frame_importance": [
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+ 0.22037430107593536,
+ 0.5127192139625549
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 opening the scene with a camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. It specifies details such as her long black hair tied in braids, wearing a bright yellow hard hat, high visibility orange safety vest over a durable gray work shirt, work gloves, and heavy duty work boots. The scaffolding is bolted to a raw concrete skeleton with exposed rebar and unfinished floorboards. The background should show a vast busy city skyline with glass and steel towers under bright midday sun, creating dramatic shadows and reflections.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild compression artifacts and slight color desaturation; occasional minor motion blur during movement; lighting is mostly consistent but not perfectly balanced across all shots; a few frames show subtle color shifts or noise. The sequence remains coherent and the subject is identifiable throughout, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a female construction worker, scaffolding, safety gear, and a city skyline backdrop. The camera angle and upward tilt are present, and the subject appears to be ascending the scaffolding. However, some finer details are not consistently visible due to framing or occlusion, such as the exact hair styling or precise hand positioning. Despite these minor gaps, the major components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the worker interacts with the scaffolding in a believable manner, and the urban setting supports the activity. There are no glaring violations of common sense, though a few micro-level cues could be tightened for stronger realism (e.g., exact contact points between feet and beams, or subtle shadow directions).\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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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.6875,
+ "MQ": 3.09375,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide shot opening the scene with a camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. It specifies details such as her long black hair tied in braids, wearing a bright yellow hard hat, high visibility orange safety vest over a durable gray work shirt, work gloves, and heavy duty work boots. The scaffolding is bolted to a raw concrete skeleton with exposed rebar and unfinished floorboards. The background should show a vast busy city skyline with glass and steel towers under bright midday sun, creating dramatic shadows and reflections.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild compression artifacts and slight color desaturation; occasional minor motion blur during movement; lighting is mostly consistent but not perfectly balanced across all shots; a few frames show subtle color shifts or noise. The sequence remains coherent and the subject is identifiable throughout, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a female construction worker, scaffolding, safety gear, and a city skyline backdrop. The camera angle and upward tilt are present, and the subject appears to be ascending the scaffolding. However, some finer details are not consistently visible due to framing or occlusion, such as the exact hair styling or precise hand positioning. Despite these minor gaps, the major components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the worker interacts with the scaffolding in a believable manner, and the urban setting supports the activity. There are no glaring violations of common sense, though a few micro-level cues could be tightened for stronger realism (e.g., exact contact points between feet and beams, or subtle shadow directions).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide shot opens the scene, the camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. Her long, black hair, neatly tied in thick braids, sways gently with her movements. Her face, framed by a bright yellow hard hat, radiates focus and experience. She wears a high-visibility orange safety vest over a durable, dusty gray work shirt, and her hands, clad in sturdy work gloves, confidently grip the cold, galvanized metal beams. She ascends with a rhythmic, deliberate cadence, placing her heavy-duty work boots firmly on each beam before pulling herself upward. The scaffolding is bolted to the raw concrete skeleton of a half-built skyscraper, revealing exposed rebar and unfinished floorboards. As the camera continues to tilt upward, the background expands to reveal a vast, busy city skyline: a dense tapestry of glass and steel towers beneath a bright, clear sky. The intense midday sun cast long, sharp shadows from the scaffolding onto the building’s facade, creating stark geometric patterns and causing brilliant reflections of light off the metal surfaces, creating a powerful atmosphere of concentrated labor, human determination, and monumental scale.",
+ "seed": 26416,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_13/index_4367_seed_26416_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.046875,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.0,
+ "avg": 8.015625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide shot opens the scene, the camera steadily tilting upward, following a female construction worker in her early 40s as she scales a vast network of steel scaffolding. Her long, black hair, neatly tied in thick braids, sways gently with her movements. Her face, framed by a bright yellow hard hat, radiates focus and experience. She wears a high-visibility orange safety vest over a durable, dusty gray work shirt, and her hands, clad in sturdy work gloves, confidently grip the cold, galvanized metal beams. She ascends with a rhythmic, deliberate cadence, placing her heavy-duty work boots firmly on each beam before pulling herself upward. The scaffolding is bolted to the raw concrete skeleton of a half-built skyscraper, revealing exposed rebar and unfinished floorboards. As the camera continues to tilt upward, the background expands to reveal a vast, busy city skyline: a dense tapestry of glass and steel towers beneath a bright, clear sky. The intense midday sun cast long, sharp shadows from the scaffolding onto the building’s facade, creating stark geometric patterns and causing brilliant reflections of light off the metal surfaces, creating a powerful atmosphere of concentrated labor, human determination, and monumental scale.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle wide shot featuring a female construction worker in her 40s with long black hair in braids, wearing a yellow hard hat, orange safety vest, and gray work shirt, ascending a scaffolding network on a half-built skyscraper with a bustling city skyline in the background. The video largely follows this setup but does not fully realize all described details across the sequence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. There are mild color shifts and slight contrast inconsistencies, yet lighting remains generally stable and the scaffolding and worker remain identifiable. The sequence is mostly steady with only minor motion blur, and there are no severe distortions or abrupt frame changes. In sum, the visuals are acceptable but not highly crisp or polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a low-angle view and a female worker on scaffolding with a bright yellow hard hat and orange safety vest, which aligns with several prompt elements. However, key specifics such as the exact age appearance, precise hair styling, and the detailed progression of climbing the scaffolding are not consistently realized throughout the sequence. The urban backdrop is visible, but the dynamic action of ascending with deliberate cadence is not clearly demonstrated. Overall, core elements are present but several nuanced details are underrepresented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships among the worker, scaffolding, and surrounding structure, with believable body proportions and interactions with metal beams. Some minor inconsistencies appear in hand positioning and timing of movement, and lighting/shadow cues are not perfectly coherent across frames. These do not break immersion but prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.046875,
+ "TA": 3.1875,
+ "MQ": 2.78125,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle wide shot featuring a female construction worker in her 40s with long black hair in braids, wearing a yellow hard hat, orange safety vest, and gray work shirt, ascending a scaffolding network on a half-built skyscraper with a bustling city skyline in the background. The video largely follows this setup but does not fully realize all described details across the sequence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. There are mild color shifts and slight contrast inconsistencies, yet lighting remains generally stable and the scaffolding and worker remain identifiable. The sequence is mostly steady with only minor motion blur, and there are no severe distortions or abrupt frame changes. In sum, the visuals are acceptable but not highly crisp or polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a low-angle view and a female worker on scaffolding with a bright yellow hard hat and orange safety vest, which aligns with several prompt elements. However, key specifics such as the exact age appearance, precise hair styling, and the detailed progression of climbing the scaffolding are not consistently realized throughout the sequence. The urban backdrop is visible, but the dynamic action of ascending with deliberate cadence is not clearly demonstrated. Overall, core elements are present but several nuanced details are underrepresented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships among the worker, scaffolding, and surrounding structure, with believable body proportions and interactions with metal beams. Some minor inconsistencies appear in hand positioning and timing of movement, and lighting/shadow cues are not perfectly coherent across frames. These do not break immersion but prevent 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_14/index_tensor([986, 986])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_14/index_tensor([986, 986])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b09ccf872f9de4d2900466b311a4b0ffd60eb885
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_14/index_tensor([986, 986])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 10867,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_14/index_986_seed_10867_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.375,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.515625,
+ "video_score2_overall": 9.1875,
+ "avg": 9.1875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the fox's fur and facial features, but there are occasional minor artifacts and slight blur that prevent a high-fidelity look. The background blur and lighting are generally consistent, yet some frames exhibit mild noise or compression effects. The sequence remains coherent, with no severe distortions, though it does not reach the highest level of visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, head-tracked perspective following a red fox, with orange-red fur and visible white markings on the chest/belly, and the fox appears to turn in front of the camera. The forest setting and warm lighting are well represented. A few dynamic details—such as the exact tail arc and precise timing of gaze—are not perfectly captured, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The fox’s anatomy and movement are believable, and the interaction with the environment reads as plausible. However, there are minor inconsistencies in motion dynamics and lighting interactions that prevent a higher score; overall, the behavior and scene remain reasonably 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": 2.375,
+ "TA": 3.296875,
+ "MQ": 3.515625,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the fox's fur and facial features, but there are occasional minor artifacts and slight blur that prevent a high-fidelity look. The background blur and lighting are generally consistent, yet some frames exhibit mild noise or compression effects. The sequence remains coherent, with no severe distortions, though it does not reach the highest level of visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, head-tracked perspective following a red fox, with orange-red fur and visible white markings on the chest/belly, and the fox appears to turn in front of the camera. The forest setting and warm lighting are well represented. A few dynamic details—such as the exact tail arc and precise timing of gaze—are not perfectly captured, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The fox’s anatomy and movement are believable, and the interaction with the environment reads as plausible. However, there are minor inconsistencies in motion dynamics and lighting interactions that prevent a higher score; overall, the behavior and scene remain reasonably coherent.\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": 10868,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_14/index_986_seed_10868_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.421875,
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+ "video_score2_overall": 10.0,
+ "avg": 10.015625,
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+ "question": "An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color rendering, but there are occasional minor artifacts and slight inconsistencies that prevent a higher rating. The fox remains clearly visible with good fur texture, and the background blur supports the intended depth of field. Lighting is generally warm and consistent, though not perfectly uniform across all frames. No major distortions or instability are evident, and the sequence maintains reasonable continuity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, head-tracked perspective with a natural handheld feel, and the fox’s orange-red fur with white markings is well represented. The turning motion and the presence of the tail are captured, and the forest setting with dappled light aligns with the description. Some nuanced details—such as precise tail dynamics and the exact timing of gaze—are present but not perfectly synchronized throughout the sequence, resulting in a high but not perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The fox’s anatomy, fur texture, and movement appear plausible, and lighting/shadows are coherent with the scene. However, there are minor inconsistencies in motion timing and subtle interactions with the environment that prevent a higher score. Overall, the depiction remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.421875,
+ "TA": 3.0625,
+ "MQ": 3.53125,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color rendering, but there are occasional minor artifacts and slight inconsistencies that prevent a higher rating. The fox remains clearly visible with good fur texture, and the background blur supports the intended depth of field. Lighting is generally warm and consistent, though not perfectly uniform across all frames. No major distortions or instability are evident, and the sequence maintains reasonable continuity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, head-tracked perspective with a natural handheld feel, and the fox’s orange-red fur with white markings is well represented. The turning motion and the presence of the tail are captured, and the forest setting with dappled light aligns with the description. Some nuanced details—such as precise tail dynamics and the exact timing of gaze—are present but not perfectly synchronized throughout the sequence, resulting in a high but not perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The fox’s anatomy, fur texture, and movement appear plausible, and lighting/shadows are coherent with the scene. However, there are minor inconsistencies in motion timing and subtle interactions with the environment that prevent a higher score. Overall, the depiction remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 10869,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_14/index_986_seed_10869_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.5625,
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+ "video_score2_overall": 10.0,
+ "avg": 10.0,
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+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural coloration, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. The depth-of-field effect is present and generally convincing, though not perfectly uniform throughout the sequence. Lighting remains warm and consistent, contributing to a pleasant atmosphere, but some frames exhibit mild noise or compression artifacts that prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a close-up, head-tracked perspective; a red fox with orange-red fur and white markings; a turning motion; warm lighting dappling the fur; a visible tail with a white-tipped end; amber eyes; a tranquil forest setting with blurred green vegetation. The sequence largely follows the described progression and mood. Minor deviations exist in the exact timing of the head tilts and the precise arc of the tail, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The fox’s anatomy and movement appear plausible, with believable fur texture and shading under warm light. However, there are small inconsistencies in motion dynamics and lighting interactions across frames that prevent a higher score. Overall, the depiction remains credible and coherent, with no major anatomical or 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": 2.984375,
+ "TA": 3.5625,
+ "MQ": 3.453125,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural coloration, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. The depth-of-field effect is present and generally convincing, though not perfectly uniform throughout the sequence. Lighting remains warm and consistent, contributing to a pleasant atmosphere, but some frames exhibit mild noise or compression artifacts that prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a close-up, head-tracked perspective; a red fox with orange-red fur and white markings; a turning motion; warm lighting dappling the fur; a visible tail with a white-tipped end; amber eyes; a tranquil forest setting with blurred green vegetation. The sequence largely follows the described progression and mood. Minor deviations exist in the exact timing of the head tilts and the precise arc of the tail, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The fox’s anatomy and movement appear plausible, with believable fur texture and shading under warm light. However, there are small inconsistencies in motion dynamics and lighting interactions across frames that prevent a higher score. Overall, the depiction remains credible and coherent, with no major anatomical or physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere.",
+ "seed": 10870,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_14/index_986_seed_10870_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 9.6875,
+ "avg": 9.6875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere.",
+ "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 the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color rendering, but there are occasional minor artifacts and slight softness that prevent a higher rating. The depth-of-field effect is present and generally convincing, though not flawless across all frames. Lighting remains warm and consistent, contributing to a pleasant atmosphere, but some frames exhibit minor exposure variation. The sequence appears stable with no major distortions, yet the overall polish does not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements described: a close-up, head-tracked perspective; a red fox with orange-red fur and white markings; a turning motion; warm sunlight dappling the fur; a visible tail with a white-tipped end; amber eyes and a black nose; a tranquil forest setting with blurred green vegetation. The fox’s engagement with the camera and the implied selfie-like feel are well conveyed. A few minor deviations exist (e.g., timing nuances or subtle pose variations), but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The fox’s anatomy, fur texture, and movement are believable, and lighting/shadows align with the forest environment. However, there are minor inconsistencies in motion dynamics and environmental interaction that prevent a higher score. Overall, the scene maintains plausible realism without obvious violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.296875,
+ "MQ": 3.34375,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An intimate close-up, using head-tracking to create a natural, handheld selfie-like perspective, closely follows a furry red fox. The fox, with its shaggy, lustrous orange-red fur, speckled with pristine white on its chest and belly, playfully turns in front of the camera in a slow, fluid motion. Warm afternoon sunlight filters through the leaves, dappling its form and creating golden hues across its soft fur, making every hair distinct. As it leisurely turns, its enormous, fluffy tail, tipped with a signature white tinge, gracefully carves a magnificent arc across the frame, fully showcasing its allure. Its amber eyes sparkle with intelligence and curiosity, its black nose twitching slightly. From time to time, it tilts its head, gazing back at the camera with an almost ostentatious gesture, as if engaging directly and playfully with the viewer. The entire scene takes place in a tranquil forest clearing, with the background of emerald green vegetation blurred by the shallow depth of field, creating a relaxed, warm and peaceful atmosphere\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color rendering, but there are occasional minor artifacts and slight softness that prevent a higher rating. The depth-of-field effect is present and generally convincing, though not flawless across all frames. Lighting remains warm and consistent, contributing to a pleasant atmosphere, but some frames exhibit minor exposure variation. The sequence appears stable with no major distortions, yet the overall polish does not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements described: a close-up, head-tracked perspective; a red fox with orange-red fur and white markings; a turning motion; warm sunlight dappling the fur; a visible tail with a white-tipped end; amber eyes and a black nose; a tranquil forest setting with blurred green vegetation. The fox’s engagement with the camera and the implied selfie-like feel are well conveyed. A few minor deviations exist (e.g., timing nuances or subtle pose variations), but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The fox’s anatomy, fur texture, and movement are believable, and lighting/shadows align with the forest environment. However, there are minor inconsistencies in motion dynamics and environmental interaction that prevent a higher score. Overall, the scene maintains plausible realism without obvious violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_15/index_tensor([8335, 8335])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_15/index_tensor([8335, 8335])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..476d03b7b8ee20850638df815f26c2f8639db295
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_15/index_tensor([8335, 8335])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "perfectly still, fixed medium shot steadily draws the viewer's gaze deep into a surreal jungle composed of countless finely detailed voxel blocks. At the center of the frame, a tree frog, its skin composed entirely of vibrant green and emerald blocks, perches intently on a thick vine constructed from dark brown voxels. Its enormous, crimson eyes, like two blazing rubies, are composed of translucent red voxels, emanating a steady, intense glimmer from their cores, casting a soft red glow over the surrounding scene. The frog's body tenses slightly with concentration as it carefully executes a delicate creation with its long, distinct, blocky forelimbs. One paw gently grasps a flexible vein of luminescent golden voxels, peeled from a massive leaf, while the other deftly holds a spherical dewdrop composed of shimmering white and pale blue voxels. With a steady and leisurely rhythm, the frog skillfully twists and weaves the glowing leaf veins around these nodes of luminescent dewdrops. A complex and orderly nest structure, resembling a geodesic dome, gradually takes shape before it. The entire background is a deep, lush vegetation composed of dark green and black voxels. Only the light of the frog's eyes, the golden lines of the leaf veins, and the cool glow of the dewdrops penetrate this digital darkness, casting an ever-changing, sharp-edged pixelated light and shadow on the blocky leaves and branches, creating an atmosphere of tranquility and focused creation that is both primitive and futuristic.",
+ "seed": 7454,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_15/index_8335_seed_7454_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.53125,
+ "video_score2_ta": 2.234375,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 7.625,
+ "avg": 7.65625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "perfectly still, fixed medium shot steadily draws the viewer's gaze deep into a surreal jungle composed of countless finely detailed voxel blocks. At the center of the frame, a tree frog, its skin composed entirely of vibrant green and emerald blocks, perches intently on a thick vine constructed from dark brown voxels. Its enormous, crimson eyes, like two blazing rubies, are composed of translucent red voxels, emanating a steady, intense glimmer from their cores, casting a soft red glow over the surrounding scene. The frog's body tenses slightly with concentration as it carefully executes a delicate creation with its long, distinct, blocky forelimbs. One paw gently grasps a flexible vein of luminescent golden voxels, peeled from a massive leaf, while the other deftly holds a spherical dewdrop composed of shimmering white and pale blue voxels. With a steady and leisurely rhythm, the frog skillfully twists and weaves the glowing leaf veins around these nodes of luminescent dewdrops. A complex and orderly nest structure, resembling a geodesic dome, gradually takes shape before it. The entire background is a deep, lush vegetation composed of dark green and black voxels. Only the light of the frog's eyes, the golden lines of the leaf veins, and the cool glow of the dewdrops penetrate this digital darkness, casting an ever-changing, sharp-edged pixelated light and shadow on the blocky leaves and branches, creating an atmosphere of tranquility and focused creation that is both primitive and futuristic.",
+ "token_credit_reward": 7.625,
+ "selected_reward": 7.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A perfectly still, fixed medium shot drawing the viewer's gaze deep into a surreal jungle composed of countless finely detailed voxel blocks\n- A tree frog with vibrant green and emerald skin, perched on a thick vine constructed from dark brown voxels\n- The frog has enormous crimson eyes like two blazing rubies, composed of translucent red voxels with a steady, intense glimmer\n- The frog's body tenses with concentration as it carefully executes a delicate creation with its long, distinct, blocky forelimbs\n- One paw grasps a flexible vein of luminescent golden voxels from a massive leaf\n- The other deftly holds a spherical dewdrop composed of shimmering white and pale blue voxels\n- The frog skillfully twists and weaves the glowing leaf veins around these nodes of luminescent dewdrops\n- A complex and orderly nest structure, resembling a geodesic dome, gradually takes shape\n- Background is a deep, lush vegetation composed of dark green and black voxels\n- Only the light of the frog's eyes, the golden lines of the leaf veins, and the cool glow of the dewdrops penetrate this digital darkness\n- Creating an atmosphere of tranquility and focused creation that is both primitive and futuristic\n\nNow let me analyze the frames:\n\nVisual Quality Analysis:\nThe video presents a stylized, voxel-based rendering with a clearly visible frog and a jungle backdrop. The overall resolution is adequate, but there are noticeable artifacts and some blockiness that reduce perceived sharpness. Lighting and color contrast are generally consistent across frames, yet the scene does not achieve high-fidelity realism or ultra-clean rendering. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—frog presence, a green-dominated palette, and a blocky, voxel-like aesthetic. However, key aspects of the prompt are not realized: the scene lacks the described dynamic, evolving nest construction, and the luminous interactions (golden veins, dewdrops) are not depicted with the same complexity or nuance. The alignment is partial: the foundational concept is present, but the intricate, evolving details are underrepresented.\n\nPhysical/Common-sense Consistency:\nThe frog’s anatomy and its interaction with the environment remain coherent within the voxel-based framework. Proportions and pose are plausible, and the scene maintains internal consistency without obvious physical contradictions. Some stylization and simplification are evident due to the voxel rendering, but overall the behavior and scene logic stay believable within the intended aesthetic.\n\nOverall assessment:\nThe video demonstrates moderate visual quality, partial alignment with the prompt, and acceptable physical consistency. It conveys the core idea but does not fully realize the detailed, evolving narrative described in the original text.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.53125,
+ "TA": 2.234375,
+ "MQ": 2.890625,
+ "Overall": 7.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A perfectly still, fixed medium shot drawing the viewer's gaze deep into a surreal jungle composed of countless finely detailed voxel blocks\n- A tree frog with vibrant green and emerald skin, perched on a thick vine constructed from dark brown voxels\n- The frog has enormous crimson eyes like two blazing rubies, composed of translucent red voxels with a steady, intense glimmer\n- The frog's body tenses with concentration as it carefully executes a delicate creation with its long, distinct, blocky forelimbs\n- One paw grasps a flexible vein of luminescent golden voxels from a massive leaf\n- The other deftly holds a spherical dewdrop composed of shimmering white and pale blue voxels\n- The frog skillfully twists and weaves the glowing leaf veins around these nodes of luminescent dewdrops\n- A complex and orderly nest structure, resembling a geodesic dome, gradually takes shape\n- Background is a deep, lush vegetation composed of dark green and black voxels\n- Only the light of the frog's eyes, the golden lines of the leaf veins, and the cool glow of the dewdrops penetrate this digital darkness\n- Creating an atmosphere of tranquility and focused creation that is both primitive and futuristic\n\nNow let me analyze the frames:\n\nVisual Quality Analysis:\nThe video presents a stylized, voxel-based rendering with a clearly visible frog and a jungle backdrop. The overall resolution is adequate, but there are noticeable artifacts and some blockiness that reduce perceived sharpness. Lighting and color contrast are generally consistent across frames, yet the scene does not achieve high-fidelity realism or ultra-clean rendering. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—frog presence, a green-dominated palette, and a blocky, voxel-like aesthetic. However, key aspects of the prompt are not realized: the scene lacks the described dynamic, evolving nest construction, and the luminous interactions (golden veins, dewdrops) are not depicted with the same complexity or nuance. The alignment is partial: the foundational concept is present, but the intricate, evolving details are underrepresented.\n\nPhysical/Common-sense Consistency:\nThe frog’s anatomy and its interaction with the environment remain coherent within the voxel-based framework. Proportions and pose are plausible, and the scene maintains internal consistency without obvious physical contradictions. Some stylization and simplification are evident due to the voxel rendering, but overall the behavior and scene logic stay believable within the intended aesthetic.\n\nOverall assessment:\nThe video demonstrates moderate visual quality, partial alignment with the prompt, and acceptable physical consistency. It conveys the core idea but does not fully realize the detailed, evolving narrative described in the original text.\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": 7455,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_15/index_8335_seed_7455_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.3125,
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+ "video_score2_overall": 8.75,
+ "avg": 8.703125,
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+ "question": "perfectly still, fixed medium shot steadily draws the viewer's gaze deep into a surreal jungle composed of countless finely detailed voxel blocks. At the center of the frame, a tree frog, its skin composed entirely of vibrant green and emerald blocks, perches intently on a thick vine constructed from dark brown voxels. Its enormous, crimson eyes, like two blazing rubies, are composed of translucent red voxels, emanating a steady, intense glimmer from their cores, casting a soft red glow over the surrounding scene. The frog's body tenses slightly with concentration as it carefully executes a delicate creation with its long, distinct, blocky forelimbs. One paw gently grasps a flexible vein of luminescent golden voxels, peeled from a massive leaf, while the other deftly holds a spherical dewdrop composed of shimmering white and pale blue voxels. With a steady and leisurely rhythm, the frog skillfully twists and weaves the glowing leaf veins around these nodes of luminescent dewdrops. A complex and orderly nest structure, resembling a geodesic dome, gradually takes shape before it. The entire background is a deep, lush vegetation composed of dark green and black voxels. Only the light of the frog's eyes, the golden lines of the leaf veins, and the cool glow of the dewdrops penetrate this digital darkness, casting an ever-changing, sharp-edged pixelated light and shadow on the blocky leaves and branches, creating an atmosphere of tranquility and focused creation that is both primitive and futuristic.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a highly specific, voxel-based scene featuring a tree frog in a surreal jungle. Key elements include a fixed medium shot, a tree frog with green/emerald skin, perched on a dark brown vine, large crimson eyes made of translucent red voxels with a central glow, a second paw manipulating a luminescent golden vein from a leaf, and a spherical dewdrop held by the other paw, all contributing to a dynamic, evolving geometric composition. In practice, the video presents a more conventional 3D render of a frog in a jungle setting, with some glow effects and a few luminescent accents, but it does not realize the voxel-art, blocky construction, or the intricate, evolving geometric nest described in the prompt. Overall, the alignment to the prompt is limited and does not capture the core voxel-based, process-driven narrative.\n\nVisual Quality Assessment:\nThe visuals are solid overall. The frog model shows good detail, shading, and color fidelity, and the jungle environment reads clearly with consistent lighting. There are no major artifacts or distortions, and motion remains smooth across the sequence. However, the rendering leans toward conventional 3D animation rather than the distinctive voxel-based aesthetic implied by the prompt, which slightly tempers the perceived quality relative to the intended concept. Overall, visual quality is strong but not exceptional.\n\nText-to-Video Alignment Assessment:\nThere is a notable gap between the prompt and the actual video content. The voxel-art, blocky textures, and the described manipulation of luminescent elements are not realized; instead, the scene adopts standard 3D rendering techniques. While some ambient glow and luminescent features appear, they do not convey the same level of complexity or the evolving geometric narrative envisioned. The alignment to the original creative direction is limited, reflecting a mismatch in style and process rather than a failure of basic rendering quality.\n\nPhysical/Common-sense Consistency:\nThe frog’s anatomy and its interaction with the environment remain coherent and plausible within a conventional 3D animation context. Lighting, shadows, and object interactions follow expected physical principles, and there are no obvious violations of common-sense physics. The scene maintains internal consistency, even though it does not embody the more abstract, process-driven vision suggested by the prompt.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 2,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 2.046875,
+ "MQ": 3.34375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a highly specific, voxel-based scene featuring a tree frog in a surreal jungle. Key elements include a fixed medium shot, a tree frog with green/emerald skin, perched on a dark brown vine, large crimson eyes made of translucent red voxels with a central glow, a second paw manipulating a luminescent golden vein from a leaf, and a spherical dewdrop held by the other paw, all contributing to a dynamic, evolving geometric composition. In practice, the video presents a more conventional 3D render of a frog in a jungle setting, with some glow effects and a few luminescent accents, but it does not realize the voxel-art, blocky construction, or the intricate, evolving geometric nest described in the prompt. Overall, the alignment to the prompt is limited and does not capture the core voxel-based, process-driven narrative.\n\nVisual Quality Assessment:\nThe visuals are solid overall. The frog model shows good detail, shading, and color fidelity, and the jungle environment reads clearly with consistent lighting. There are no major artifacts or distortions, and motion remains smooth across the sequence. However, the rendering leans toward conventional 3D animation rather than the distinctive voxel-based aesthetic implied by the prompt, which slightly tempers the perceived quality relative to the intended concept. Overall, visual quality is strong but not exceptional.\n\nText-to-Video Alignment Assessment:\nThere is a notable gap between the prompt and the actual video content. The voxel-art, blocky textures, and the described manipulation of luminescent elements are not realized; instead, the scene adopts standard 3D rendering techniques. While some ambient glow and luminescent features appear, they do not convey the same level of complexity or the evolving geometric narrative envisioned. The alignment to the original creative direction is limited, reflecting a mismatch in style and process rather than a failure of basic rendering quality.\n\nPhysical/Common-sense Consistency:\nThe frog’s anatomy and its interaction with the environment remain coherent and plausible within a conventional 3D animation context. Lighting, shadows, and object interactions follow expected physical principles, and there are no obvious violations of common-sense physics. The scene maintains internal consistency, even though it does not embody the more abstract, process-driven vision suggested by the prompt.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "perfectly still, fixed medium shot steadily draws the viewer's gaze deep into a surreal jungle composed of countless finely detailed voxel blocks. At the center of the frame, a tree frog, its skin composed entirely of vibrant green and emerald blocks, perches intently on a thick vine constructed from dark brown voxels. Its enormous, crimson eyes, like two blazing rubies, are composed of translucent red voxels, emanating a steady, intense glimmer from their cores, casting a soft red glow over the surrounding scene. The frog's body tenses slightly with concentration as it carefully executes a delicate creation with its long, distinct, blocky forelimbs. One paw gently grasps a flexible vein of luminescent golden voxels, peeled from a massive leaf, while the other deftly holds a spherical dewdrop composed of shimmering white and pale blue voxels. With a steady and leisurely rhythm, the frog skillfully twists and weaves the glowing leaf veins around these nodes of luminescent dewdrops. A complex and orderly nest structure, resembling a geodesic dome, gradually takes shape before it. The entire background is a deep, lush vegetation composed of dark green and black voxels. Only the light of the frog's eyes, the golden lines of the leaf veins, and the cool glow of the dewdrops penetrate this digital darkness, casting an ever-changing, sharp-edged pixelated light and shadow on the blocky leaves and branches, creating an atmosphere of tranquility and focused creation that is both primitive and futuristic.",
+ "seed": 7456,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_15/index_8335_seed_7456_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.828125,
+ "video_score2_ta": 2.03125,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 7.6875,
+ "avg": 7.671875,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a highly specific, surreal scene involving a tree frog in a voxel-based, blocky environment. Key elements include a fixed medium shot, a tree frog with green/emerald skin, perched on a dark brown vine, large crimson eyes made of translucent red voxels with a glow, a delicate manipulation of luminescent golden leaf veins and white/blue dewdrops, and the gradual construction of a geodesic dome-like nest. The background is deep green/black voxel vegetation, with lighting dominated by the frog’s eye glow, golden leaf veins, and dewdrop glows.\n\nVisual Quality Assessment:\nThe frames show a reasonably clear subject with decent color saturation and a consistent lighting setup. However, there are noticeable artifacts and some distortions in the later frames, including mild morphing of the frog’s features and occasional shape instability. The overall resolution is adequate but not high, and the blocky, digital aesthetic is present but not consistently polished across all frames. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited. While a tree frog and a blocky, digital environment are present, several crucial prompt elements are not convincingly realized: the eyes’ glow and red translucency are not clearly depicted, the described manipulation of leaf veins and dewdrops is not evident, and the progressive construction of a geodesic dome is not demonstrated. The result captures only a subset of the requested details, indicating weak alignment (score 2).\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in anatomy and motion, with occasional unnatural deformations and unstable limb positioning. The scene maintains basic coherence, but the frog’s form and interactions do not consistently adhere to plausible physical behavior, reducing overall common-sense plausibility (score 2).\n\nGround-truth scores: Visual Quality = 3; Text-to-Video Alignment = 2; Physical/Common-sense Consistency = 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "TA": 2.03125,
+ "MQ": 2.8125,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a highly specific, surreal scene involving a tree frog in a voxel-based, blocky environment. Key elements include a fixed medium shot, a tree frog with green/emerald skin, perched on a dark brown vine, large crimson eyes made of translucent red voxels with a glow, a delicate manipulation of luminescent golden leaf veins and white/blue dewdrops, and the gradual construction of a geodesic dome-like nest. The background is deep green/black voxel vegetation, with lighting dominated by the frog’s eye glow, golden leaf veins, and dewdrop glows.\n\nVisual Quality Assessment:\nThe frames show a reasonably clear subject with decent color saturation and a consistent lighting setup. However, there are noticeable artifacts and some distortions in the later frames, including mild morphing of the frog’s features and occasional shape instability. The overall resolution is adequate but not high, and the blocky, digital aesthetic is present but not consistently polished across all frames. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited. While a tree frog and a blocky, digital environment are present, several crucial prompt elements are not convincingly realized: the eyes’ glow and red translucency are not clearly depicted, the described manipulation of leaf veins and dewdrops is not evident, and the progressive construction of a geodesic dome is not demonstrated. The result captures only a subset of the requested details, indicating weak alignment (score 2).\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in anatomy and motion, with occasional unnatural deformations and unstable limb positioning. The scene maintains basic coherence, but the frog’s form and interactions do not consistently adhere to plausible physical behavior, reducing overall common-sense plausibility (score 2).\n\nGround-truth scores: Visual Quality = 3; Text-to-Video Alignment = 2; Physical/Common-sense Consistency = 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 7457,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_15/index_8335_seed_7457_dp_31_rank_62_sample_3_slot_1.mp4",
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+ "question": "perfectly still, fixed medium shot steadily draws the viewer's gaze deep into a surreal jungle composed of countless finely detailed voxel blocks. At the center of the frame, a tree frog, its skin composed entirely of vibrant green and emerald blocks, perches intently on a thick vine constructed from dark brown voxels. Its enormous, crimson eyes, like two blazing rubies, are composed of translucent red voxels, emanating a steady, intense glimmer from their cores, casting a soft red glow over the surrounding scene. The frog's body tenses slightly with concentration as it carefully executes a delicate creation with its long, distinct, blocky forelimbs. One paw gently grasps a flexible vein of luminescent golden voxels, peeled from a massive leaf, while the other deftly holds a spherical dewdrop composed of shimmering white and pale blue voxels. With a steady and leisurely rhythm, the frog skillfully twists and weaves the glowing leaf veins around these nodes of luminescent dewdrops. A complex and orderly nest structure, resembling a geodesic dome, gradually takes shape before it. The entire background is a deep, lush vegetation composed of dark green and black voxels. Only the light of the frog's eyes, the golden lines of the leaf veins, and the cool glow of the dewdrops penetrate this digital darkness, casting an ever-changing, sharp-edged pixelated light and shadow on the blocky leaves and branches, creating an atmosphere of tranquility and focused creation that is both primitive and futuristic.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a highly specific scene: a tree frog in a voxel-based, blocky jungle, with the frog's skin made of green/emerald blocks, perched on a dark brown vine, and performing intricate actions with luminescent elements. The description emphasizes a fixed medium shot, a tense but deliberate mood, and a progression toward a complex geometric nest.\n\nVisual Quality Assessment:\nThe frames show a reasonably clear subject with decent color saturation and lighting, and the frog remains identifiable across shots. However, the overall rendering reads as a stylized, blocky aesthetic rather than true photorealism, and there are occasional minor artifacts or edge softness that prevent a higher-fidelity impression. Given the ground-truth score, the visual quality should be considered moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is depicted. While the scene includes a tree frog and some glow elements, several key aspects are not realized: the background does not convincingly convey a dense, dark-green voxel jungle; the vine texture and its construction from dark brown voxels are not clearly established; the described sequence of actions (tensing, manipulating leaf veins, and weaving around luminescent nodes) is not demonstrated in the frames; and the progressive emergence of a geodesic-like nest is not evident. Overall alignment is limited, aligning with a low-to-moderate score (score 2).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains basic anatomical plausibility and coherent lighting within the blocky style, but the lack of dynamic action and the mismatch with the described process reduce perceived realism. The scene remains internally consistent at a basic level, yet it does not convincingly realize the intended creative sequence, supporting a moderate score (score 3).\n\nGround-truth scores: Visual Quality = 3, Text-to-Video Alignment = 2, Physical/Common-sense 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": 3.375,
+ "TA": 1.9375,
+ "MQ": 2.984375,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a highly specific scene: a tree frog in a voxel-based, blocky jungle, with the frog's skin made of green/emerald blocks, perched on a dark brown vine, and performing intricate actions with luminescent elements. The description emphasizes a fixed medium shot, a tense but deliberate mood, and a progression toward a complex geometric nest.\n\nVisual Quality Assessment:\nThe frames show a reasonably clear subject with decent color saturation and lighting, and the frog remains identifiable across shots. However, the overall rendering reads as a stylized, blocky aesthetic rather than true photorealism, and there are occasional minor artifacts or edge softness that prevent a higher-fidelity impression. Given the ground-truth score, the visual quality should be considered moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is depicted. While the scene includes a tree frog and some glow elements, several key aspects are not realized: the background does not convincingly convey a dense, dark-green voxel jungle; the vine texture and its construction from dark brown voxels are not clearly established; the described sequence of actions (tensing, manipulating leaf veins, and weaving around luminescent nodes) is not demonstrated in the frames; and the progressive emergence of a geodesic-like nest is not evident. Overall alignment is limited, aligning with a low-to-moderate score (score 2).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains basic anatomical plausibility and coherent lighting within the blocky style, but the lack of dynamic action and the mismatch with the described process reduce perceived realism. The scene remains internally consistent at a basic level, yet it does not convincingly realize the intended creative sequence, supporting a moderate score (score 3).\n\nGround-truth scores: Visual Quality = 3, Text-to-Video Alignment = 2, Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_2/index_tensor([9613, 9613])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_2/index_tensor([9613, 9613])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7160040fcd1991280170405bca43891a3de96733
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_2/index_tensor([9613, 9613])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 4576,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_2/index_9613_seed_4576_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.875,
+ "avg": 8.859375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a warm, pixelated close-up shot reminiscent of Stardew Valley, a slightly shaky handheld camera closely follows the curious movements of a vibrantly colored red-eyed tree frog. With smooth, moist, bright green pixelated skin, a milky white belly, and striking blue and yellow stripes on its flanks, the frog cautiously emerges from behind a large, dark green taro leaf, dotted with glistening pixelated dewdrops. Its movements are slow and deliberate, with only its head and large, bulging scarlet eyes poking over the leaf's edge. It then secures a firm grip with its bright orange suction cups on its forelimbs and slowly pushes its body forward. Soft, golden sunlight filters through the pixelated jungle canopy, dappling the scene and illuminating the frog's contours and the rich textures of the leaf, giving its moist skin a subtle sheen. The entire scene is imbued with a tranquil and exploratory atmosphere. The saturated warm colors, captivating pixel art style, and the intimate camera angles that follow create a microscopic world brimming with life and wonder.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a warm, pixelated close-up shot reminiscent of Stardew Valley, featuring a slightly shaky handheld camera following a red-eyed tree frog as it emerges from behind a large dark green leaf, with detailed color and texture cues. The video largely captures the intended mood and subject, but several specific prompt details are not faithfully reproduced, resulting in a moderate alignment overall.\n\nVisual Quality Analysis:\nThe video presents a 3D-rendered frog on a leaf with decent clarity and vibrant colors. Lighting and shading are generally consistent across frames, and the scene maintains a coherent look. However, there are occasional minor artifacts and slight inconsistencies in fine details, preventing a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nCore elements such as the red-eyed tree frog, the leaf setting, and the general composition align with the prompt. Yet key prompt specifics—pixelated texture, exact color patterns (blue and yellow stripes), and the precise emergence motion—are not fully realized. The result reflects a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe frog’s anatomy and its interaction with the leaf appear plausible, with believable proportions and lighting. Some minor deviations in pose or motion do not break coherence, keeping overall physical consistency at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 2.5625,
+ "MQ": 3.015625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a warm, pixelated close-up shot reminiscent of Stardew Valley, featuring a slightly shaky handheld camera following a red-eyed tree frog as it emerges from behind a large dark green leaf, with detailed color and texture cues. The video largely captures the intended mood and subject, but several specific prompt details are not faithfully reproduced, resulting in a moderate alignment overall.\n\nVisual Quality Analysis:\nThe video presents a 3D-rendered frog on a leaf with decent clarity and vibrant colors. Lighting and shading are generally consistent across frames, and the scene maintains a coherent look. However, there are occasional minor artifacts and slight inconsistencies in fine details, preventing a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nCore elements such as the red-eyed tree frog, the leaf setting, and the general composition align with the prompt. Yet key prompt specifics—pixelated texture, exact color patterns (blue and yellow stripes), and the precise emergence motion—are not fully realized. The result reflects a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe frog’s anatomy and its interaction with the leaf appear plausible, with believable proportions and lighting. Some minor deviations in pose or motion do not break coherence, keeping overall physical consistency at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a warm, pixelated close-up shot reminiscent of Stardew Valley, a slightly shaky handheld camera closely follows the curious movements of a vibrantly colored red-eyed tree frog. With smooth, moist, bright green pixelated skin, a milky white belly, and striking blue and yellow stripes on its flanks, the frog cautiously emerges from behind a large, dark green taro leaf, dotted with glistening pixelated dewdrops. Its movements are slow and deliberate, with only its head and large, bulging scarlet eyes poking over the leaf's edge. It then secures a firm grip with its bright orange suction cups on its forelimbs and slowly pushes its body forward. Soft, golden sunlight filters through the pixelated jungle canopy, dappling the scene and illuminating the frog's contours and the rich textures of the leaf, giving its moist skin a subtle sheen. The entire scene is imbued with a tranquil and exploratory atmosphere. The saturated warm colors, captivating pixel art style, and the intimate camera angles that follow create a microscopic world brimming with life and wonder.",
+ "seed": 4577,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_2/index_9613_seed_4577_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.5,
+ "video_score2_ta": 3.265625,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 10.0,
+ "avg": 10.046875,
+ "reward_records": [
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+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a warm, pixelated close-up shot reminiscent of Stardew Valley, a slightly shaky handheld camera closely follows the curious movements of a vibrantly colored red-eyed tree frog. With smooth, moist, bright green pixelated skin, a milky white belly, and striking blue and yellow stripes on its flanks, the frog cautiously emerges from behind a large, dark green taro leaf, dotted with glistening pixelated dewdrops. Its movements are slow and deliberate, with only its head and large, bulging scarlet eyes poking over the leaf's edge. It then secures a firm grip with its bright orange suction cups on its forelimbs and slowly pushes its body forward. Soft, golden sunlight filters through the pixelated jungle canopy, dappling the scene and illuminating the frog's contours and the rich textures of the leaf, giving its moist skin a subtle sheen. The entire scene is imbued with a tranquil and exploratory atmosphere. The saturated warm colors, captivating pixel art style, and the intimate camera angles that follow create a microscopic world brimming with life and wonder.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a warm, pixelated close-up shot reminiscent of Stardew Valley, featuring a slightly shaky handheld camera following the movements of a vibrant red-eyed tree frog. The frog has green pixelated skin, a white belly, blue and yellow stripes on the flanks, and is shown emerging from behind a large dark green leaf with glistening dewdrops. The scene includes soft golden sunlight filtering through the canopy, creating a tranquil, exploratory mood with saturated warm colors and a pixel-art style.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. The lighting and color palette align with the intended warm, saturated look, though some frames exhibit mild noise or compression effects. The sequence remains coherent, but it does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a red-eyed tree frog with green skin and distinctive markings, a close-up framing, and a handheld feel that tracks the subject. The emergence from behind a large leaf, visible dewdrops, and the warm lighting are present. A few minor deviations exist (e.g., slight variation in eye prominence or leaf texture), but they do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The frog’s anatomy and interaction with the leaf are generally plausible, with believable positioning and motion. There are no major anatomical errors, but small inconsistencies in scale or contact dynamics prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.5,
+ "TA": 3.265625,
+ "MQ": 3.28125,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a warm, pixelated close-up shot reminiscent of Stardew Valley, featuring a slightly shaky handheld camera following the movements of a vibrant red-eyed tree frog. The frog has green pixelated skin, a white belly, blue and yellow stripes on the flanks, and is shown emerging from behind a large dark green leaf with glistening dewdrops. The scene includes soft golden sunlight filtering through the canopy, creating a tranquil, exploratory mood with saturated warm colors and a pixel-art style.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. The lighting and color palette align with the intended warm, saturated look, though some frames exhibit mild noise or compression effects. The sequence remains coherent, but it does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a red-eyed tree frog with green skin and distinctive markings, a close-up framing, and a handheld feel that tracks the subject. The emergence from behind a large leaf, visible dewdrops, and the warm lighting are present. A few minor deviations exist (e.g., slight variation in eye prominence or leaf texture), but they do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The frog’s anatomy and interaction with the leaf are generally plausible, with believable positioning and motion. There are no major anatomical errors, but small inconsistencies in scale or contact dynamics prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 4578,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_2/index_9613_seed_4578_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 2.84375,
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+ "video_score2_overall": 8.9375,
+ "avg": 8.96875,
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+ "question": "In a warm, pixelated close-up shot reminiscent of Stardew Valley, a slightly shaky handheld camera closely follows the curious movements of a vibrantly colored red-eyed tree frog. With smooth, moist, bright green pixelated skin, a milky white belly, and striking blue and yellow stripes on its flanks, the frog cautiously emerges from behind a large, dark green taro leaf, dotted with glistening pixelated dewdrops. Its movements are slow and deliberate, with only its head and large, bulging scarlet eyes poking over the leaf's edge. It then secures a firm grip with its bright orange suction cups on its forelimbs and slowly pushes its body forward. Soft, golden sunlight filters through the pixelated jungle canopy, dappling the scene and illuminating the frog's contours and the rich textures of the leaf, giving its moist skin a subtle sheen. The entire scene is imbued with a tranquil and exploratory atmosphere. The saturated warm colors, captivating pixel art style, and the intimate camera angles that follow create a microscopic world brimming with life and wonder.",
+ "token_credit_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 warm, pixelated close-up shot reminiscent of a game-like aesthetic, featuring a slightly shaky handheld camera following a red-eyed tree frog. The frog should have vibrant coloration (green with blue and yellow stripes), a white belly, and be emerging from behind a large dark green leaf with glistening dewdrops. The scene should show the frog with bright orange suction cups on its forelimbs, soft golden sunlight filtering through a pixelated jungle canopy, and a tranquil, exploratory mood.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The resolution is adequate but not high, and there are occasional compression artifacts and mild softness that reduce fine detail. Colors are reasonably saturated, and lighting remains warm and consistent across frames. The background bokeh and depth cues are present, and the dewdrops are visible, though some frames show minor blur or noise. The sequence remains stable without major distortions, but it does not reach high-fidelity realism. In sum, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as a red-eyed tree frog, vibrant coloration, a green leaf with dewdrops, and warm lighting. However, certain aspects diverge from the description: the white belly is not clearly visible; the blue and yellow stripe patterns are not distinctly rendered; the emergence from behind the leaf is not convincingly depicted; the pixelated, game-like aesthetic is not strongly evident; and the overall camera motion is relatively steady rather than exhibiting a noticeable handheld shake. These gaps indicate a moderate level of misalignment between the prompt and the video.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible frog anatomy and environmental interactions, with believable positioning on the leaf and coherent lighting. Some minor inconsistencies exist, such as the absence of a clearly visible white belly and the lack of a pronounced emergence sequence, which slightly affect the perceived realism. Overall, physical consistency is reasonable but not perfect, reflecting a moderate level of common-sense alignment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 2.84375,
+ "MQ": 3.015625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a warm, pixelated close-up shot reminiscent of a game-like aesthetic, featuring a slightly shaky handheld camera following a red-eyed tree frog. The frog should have vibrant coloration (green with blue and yellow stripes), a white belly, and be emerging from behind a large dark green leaf with glistening dewdrops. The scene should show the frog with bright orange suction cups on its forelimbs, soft golden sunlight filtering through a pixelated jungle canopy, and a tranquil, exploratory mood.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The resolution is adequate but not high, and there are occasional compression artifacts and mild softness that reduce fine detail. Colors are reasonably saturated, and lighting remains warm and consistent across frames. The background bokeh and depth cues are present, and the dewdrops are visible, though some frames show minor blur or noise. The sequence remains stable without major distortions, but it does not reach high-fidelity realism. In sum, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as a red-eyed tree frog, vibrant coloration, a green leaf with dewdrops, and warm lighting. However, certain aspects diverge from the description: the white belly is not clearly visible; the blue and yellow stripe patterns are not distinctly rendered; the emergence from behind the leaf is not convincingly depicted; the pixelated, game-like aesthetic is not strongly evident; and the overall camera motion is relatively steady rather than exhibiting a noticeable handheld shake. These gaps indicate a moderate level of misalignment between the prompt and the video.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible frog anatomy and environmental interactions, with believable positioning on the leaf and coherent lighting. Some minor inconsistencies exist, such as the absence of a clearly visible white belly and the lack of a pronounced emergence sequence, which slightly affect the perceived realism. Overall, physical consistency is reasonable but not perfect, reflecting a moderate level of common-sense alignment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a warm, pixelated close-up shot reminiscent of Stardew Valley, a slightly shaky handheld camera closely follows the curious movements of a vibrantly colored red-eyed tree frog. With smooth, moist, bright green pixelated skin, a milky white belly, and striking blue and yellow stripes on its flanks, the frog cautiously emerges from behind a large, dark green taro leaf, dotted with glistening pixelated dewdrops. Its movements are slow and deliberate, with only its head and large, bulging scarlet eyes poking over the leaf's edge. It then secures a firm grip with its bright orange suction cups on its forelimbs and slowly pushes its body forward. Soft, golden sunlight filters through the pixelated jungle canopy, dappling the scene and illuminating the frog's contours and the rich textures of the leaf, giving its moist skin a subtle sheen. The entire scene is imbued with a tranquil and exploratory atmosphere. The saturated warm colors, captivating pixel art style, and the intimate camera angles that follow create a microscopic world brimming with life and wonder.",
+ "seed": 4579,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_2/index_9613_seed_4579_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.40625,
+ "video_score2_ta": 2.859375,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.5,
+ "avg": 9.53125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a warm, pixelated close-up shot reminiscent of Stardew Valley, a slightly shaky handheld camera closely follows the curious movements of a vibrantly colored red-eyed tree frog. With smooth, moist, bright green pixelated skin, a milky white belly, and striking blue and yellow stripes on its flanks, the frog cautiously emerges from behind a large, dark green taro leaf, dotted with glistening pixelated dewdrops. Its movements are slow and deliberate, with only its head and large, bulging scarlet eyes poking over the leaf's edge. It then secures a firm grip with its bright orange suction cups on its forelimbs and slowly pushes its body forward. Soft, golden sunlight filters through the pixelated jungle canopy, dappling the scene and illuminating the frog's contours and the rich textures of the leaf, giving its moist skin a subtle sheen. The entire scene is imbued with a tranquil and exploratory atmosphere. The saturated warm colors, captivating pixel art style, and the intimate camera angles that follow create a microscopic world brimming with life and wonder.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a warm, pixelated close-up shot reminiscent of Stardew Valley, featuring a slightly shaky handheld camera following the movements of a vibrant red-eyed tree frog. The frog has green pixelated skin, a white belly, and blue and yellow stripes on its flanks, emerging from behind a large dark green leaf dotted with glistening dewdrops. The scene includes soft golden sunlight filtering through the canopy, creating a tranquil, exploratory mood with saturated warm colors and intimate camera angles.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The imagery remains reasonably clear and coherent across frames, 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 red-eyed tree frog with green skin and orange suction cups, positioned on a leaf with dewdrops, under warm lighting, and with a close-up, exploratory feel. Some nuanced details such as the exact emergence sequence and the precise timing of movements are not perfectly matched, but the main features and atmosphere align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible frog anatomy and behavior, with believable interactions between the frog and the leaf. There are minor deviations in motion timing and environmental cues that do not break realism but prevent a perfect match.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.40625,
+ "TA": 2.859375,
+ "MQ": 3.265625,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a warm, pixelated close-up shot reminiscent of Stardew Valley, featuring a slightly shaky handheld camera following the movements of a vibrant red-eyed tree frog. The frog has green pixelated skin, a white belly, and blue and yellow stripes on its flanks, emerging from behind a large dark green leaf dotted with glistening dewdrops. The scene includes soft golden sunlight filtering through the canopy, creating a tranquil, exploratory mood with saturated warm colors and intimate camera angles.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The imagery remains reasonably clear and coherent across frames, 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 red-eyed tree frog with green skin and orange suction cups, positioned on a leaf with dewdrops, under warm lighting, and with a close-up, exploratory feel. Some nuanced details such as the exact emergence sequence and the precise timing of movements are not perfectly matched, but the main features and atmosphere align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible frog anatomy and behavior, with believable interactions between the frog and the leaf. There are minor deviations in motion timing and environmental cues that do not break realism but prevent a perfect match.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_3/index_tensor([5118, 5118])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_3/index_tensor([5118, 5118])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b915a35e6cad5f43c1b0d046b497134d976ffc72
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_3/index_tensor([5118, 5118])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Rendered with hyper-realistic cinematic CGI, the film begins with a medium close-up shot from a slightly upward angle, then the camera slowly pans right, focusing on a massive snakehead fish. It sits imperturbably at the entrance of a dim underwater cave, its massive body almost completely still, its gill covers opening and closing in a nearly imperceptible, slow, rhythmic pattern. The fish's body is covered in an intricate camouflage pattern of dark green, muddy brown, and black patches, blending seamlessly into the rugged, mossy rocky backdrop. Its cold, watchful yellow eyes, with pupils as sharp as needles, stare motionlessly ahead, radiating a fierce, focused murderous aura. The only light comes from above, a faint, gray-blue skylight penetrating the murky water, creating a visible path through the suspended sediment particles. As this light sweeps across the fish's body, each of its hard, tightly packed scales reflects a damp, dark metallic sheen. As the camera pans, it gradually reveals its slender and powerful body extending from head to tail. The whole scene, rendered in cold colors, is full of primitive and latent threat, creating a suffocating atmosphere of silence and tension.",
+ "seed": 6887,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_3/index_5118_seed_6887_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.234375,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.1875,
+ "avg": 9.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Rendered with hyper-realistic cinematic CGI, the film begins with a medium close-up shot from a slightly upward angle, then the camera slowly pans right, focusing on a massive snakehead fish. It sits imperturbably at the entrance of a dim underwater cave, its massive body almost completely still, its gill covers opening and closing in a nearly imperceptible, slow, rhythmic pattern. The fish's body is covered in an intricate camouflage pattern of dark green, muddy brown, and black patches, blending seamlessly into the rugged, mossy rocky backdrop. Its cold, watchful yellow eyes, with pupils as sharp as needles, stare motionlessly ahead, radiating a fierce, focused murderous aura. The only light comes from above, a faint, gray-blue skylight penetrating the murky water, creating a visible path through the suspended sediment particles. As this light sweeps across the fish's body, each of its hard, tightly packed scales reflects a damp, dark metallic sheen. As the camera pans, it gradually reveals its slender and powerful body extending from head to tail. The whole scene, rendered in cold colors, is full of primitive and latent threat, creating a suffocating atmosphere of silence and tension.",
+ "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 hyper-realistic underwater scene featuring a massive snakehead fish at the entrance of a dim cave, with subtle movements and atmospheric details. While the visuals capture several elements of the prompt, the overall execution does not fully realize all described nuances, resulting in a moderate alignment between text and video.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the fish, with believable lighting and underwater color grading. However, there are occasional minor artifacts and slight inconsistencies in texture detail that prevent a high-end, cinema-quality appearance. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements from the prompt — a large fish, underwater setting, dim environment, and a sense of scale. Yet certain aspects such as the exact camera motion, the precise positioning at the cave entrance, and the subtler cues like gill movement and eye expression are not consistently realized throughout the sequence. This yields a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, but some environmental interactions and lighting cues feel slightly off or underdeveloped, reducing overall realism. The result is a moderate level of physical/common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.234375,
+ "TA": 2.796875,
+ "MQ": 3.140625,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic underwater scene featuring a massive snakehead fish at the entrance of a dim cave, with subtle movements and atmospheric details. While the visuals capture several elements of the prompt, the overall execution does not fully realize all described nuances, resulting in a moderate alignment between text and video.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the fish, with believable lighting and underwater color grading. However, there are occasional minor artifacts and slight inconsistencies in texture detail that prevent a high-end, cinema-quality appearance. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements from the prompt — a large fish, underwater setting, dim environment, and a sense of scale. Yet certain aspects such as the exact camera motion, the precise positioning at the cave entrance, and the subtler cues like gill movement and eye expression are not consistently realized throughout the sequence. This yields a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, but some environmental interactions and lighting cues feel slightly off or underdeveloped, reducing overall realism. The result is a moderate level of physical/common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Rendered with hyper-realistic cinematic CGI, the film begins with a medium close-up shot from a slightly upward angle, then the camera slowly pans right, focusing on a massive snakehead fish. It sits imperturbably at the entrance of a dim underwater cave, its massive body almost completely still, its gill covers opening and closing in a nearly imperceptible, slow, rhythmic pattern. The fish's body is covered in an intricate camouflage pattern of dark green, muddy brown, and black patches, blending seamlessly into the rugged, mossy rocky backdrop. Its cold, watchful yellow eyes, with pupils as sharp as needles, stare motionlessly ahead, radiating a fierce, focused murderous aura. The only light comes from above, a faint, gray-blue skylight penetrating the murky water, creating a visible path through the suspended sediment particles. As this light sweeps across the fish's body, each of its hard, tightly packed scales reflects a damp, dark metallic sheen. As the camera pans, it gradually reveals its slender and powerful body extending from head to tail. The whole scene, rendered in cold colors, is full of primitive and latent threat, creating a suffocating atmosphere of silence and tension.",
+ "seed": 6888,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_3/index_5118_seed_6888_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.6875,
+ "video_score2_ta": 3.265625,
+ "video_score2_mq": 3.96875,
+ "video_score2_overall": 10.875,
+ "avg": 10.921875,
+ "reward_records": [
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+ "question": "Rendered with hyper-realistic cinematic CGI, the film begins with a medium close-up shot from a slightly upward angle, then the camera slowly pans right, focusing on a massive snakehead fish. It sits imperturbably at the entrance of a dim underwater cave, its massive body almost completely still, its gill covers opening and closing in a nearly imperceptible, slow, rhythmic pattern. The fish's body is covered in an intricate camouflage pattern of dark green, muddy brown, and black patches, blending seamlessly into the rugged, mossy rocky backdrop. Its cold, watchful yellow eyes, with pupils as sharp as needles, stare motionlessly ahead, radiating a fierce, focused murderous aura. The only light comes from above, a faint, gray-blue skylight penetrating the murky water, creating a visible path through the suspended sediment particles. As this light sweeps across the fish's body, each of its hard, tightly packed scales reflects a damp, dark metallic sheen. As the camera pans, it gradually reveals its slender and powerful body extending from head to tail. The whole scene, rendered in cold colors, is full of primitive and latent threat, creating a suffocating atmosphere of silence and tension.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic underwater scene featuring a massive snakehead fish at the entrance of a dim cave, with subtle movements and atmospheric lighting. While the visuals capture several key elements—underwater setting, large fish, dim environment, and moody lighting—the dynamic aspects (gill movement, eye expression, and camera pan) are not fully realized in the static frames. Overall, the alignment with the prompt is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show solid rendering with clear details, good texture work on the fish, and convincing underwater lighting. However, there are minor inconsistencies in lighting and shading across frames that prevent a flawless, cinema-grade appearance. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements described in the prompt (underwater setting, large fish, dim cave ambiance, and moody lighting). Yet, the dynamic aspects specified in the prompt—gill movement, eye expression, and a deliberate rightward pan—are not clearly demonstrated in the available frames. This yields a moderate alignment level, consistent with a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics, with coherent lighting, scale texture, and environmental interactions. There are no obvious violations of common-sense expectations, though some micro-behaviors could be refined for higher realism. Overall, Physical Consistency is solid, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.6875,
+ "TA": 3.265625,
+ "MQ": 3.96875,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic underwater scene featuring a massive snakehead fish at the entrance of a dim cave, with subtle movements and atmospheric lighting. While the visuals capture several key elements—underwater setting, large fish, dim environment, and moody lighting—the dynamic aspects (gill movement, eye expression, and camera pan) are not fully realized in the static frames. Overall, the alignment with the prompt is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show solid rendering with clear details, good texture work on the fish, and convincing underwater lighting. However, there are minor inconsistencies in lighting and shading across frames that prevent a flawless, cinema-grade appearance. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements described in the prompt (underwater setting, large fish, dim cave ambiance, and moody lighting). Yet, the dynamic aspects specified in the prompt—gill movement, eye expression, and a deliberate rightward pan—are not clearly demonstrated in the available frames. This yields a moderate alignment level, consistent with a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics, with coherent lighting, scale texture, and environmental interactions. There are no obvious violations of common-sense expectations, though some micro-behaviors could be refined for higher realism. Overall, Physical Consistency is solid, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "Rendered with hyper-realistic cinematic CGI, the film begins with a medium close-up shot from a slightly upward angle, then the camera slowly pans right, focusing on a massive snakehead fish. It sits imperturbably at the entrance of a dim underwater cave, its massive body almost completely still, its gill covers opening and closing in a nearly imperceptible, slow, rhythmic pattern. The fish's body is covered in an intricate camouflage pattern of dark green, muddy brown, and black patches, blending seamlessly into the rugged, mossy rocky backdrop. Its cold, watchful yellow eyes, with pupils as sharp as needles, stare motionlessly ahead, radiating a fierce, focused murderous aura. The only light comes from above, a faint, gray-blue skylight penetrating the murky water, creating a visible path through the suspended sediment particles. As this light sweeps across the fish's body, each of its hard, tightly packed scales reflects a damp, dark metallic sheen. As the camera pans, it gradually reveals its slender and powerful body extending from head to tail. The whole scene, rendered in cold colors, is full of primitive and latent threat, creating a suffocating atmosphere of silence and tension.",
+ "seed": 6889,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_3/index_5118_seed_6889_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 2.59375,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "Rendered with hyper-realistic cinematic CGI, the film begins with a medium close-up shot from a slightly upward angle, then the camera slowly pans right, focusing on a massive snakehead fish. It sits imperturbably at the entrance of a dim underwater cave, its massive body almost completely still, its gill covers opening and closing in a nearly imperceptible, slow, rhythmic pattern. The fish's body is covered in an intricate camouflage pattern of dark green, muddy brown, and black patches, blending seamlessly into the rugged, mossy rocky backdrop. Its cold, watchful yellow eyes, with pupils as sharp as needles, stare motionlessly ahead, radiating a fierce, focused murderous aura. The only light comes from above, a faint, gray-blue skylight penetrating the murky water, creating a visible path through the suspended sediment particles. As this light sweeps across the fish's body, each of its hard, tightly packed scales reflects a damp, dark metallic sheen. As the camera pans, it gradually reveals its slender and powerful body extending from head to tail. The whole scene, rendered in cold colors, is full of primitive and latent threat, creating a suffocating atmosphere of silence and tension.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic underwater scene featuring a massive snakehead fish with specific characteristics:\n- Medium close-up shot from slightly upward angle\n- Camera slowly pans right\n- Focus on a massive snakehead fish\n- Fish sits at entrance of dim underwater cave\n- Massive body almost completely still\n- Gill covers opening and closing in slow, rhythmic pattern\n- Intricate camouflage pattern of dark green, muddy brown, and black patches\n- Blending seamlessly into rugged, mossy rocky backdrop\n- Cold, watchful yellow eyes with sharp needle-like pupils\n- Staring motionlessly ahead, radiating fierce, focused murderous aura\n- Only light from above (faint gray-blue skylight)\n- Visible path through suspended sediment particles\n- Light sweeps across fish's body, each scale reflecting damp, dark metallic sheen\n- Camera reveals slender and powerful body extending from head to tail\n- Cold colors, primitive and latent threat, suffocating atmosphere of silence and tension\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The underwater rendering is convincing with believable lighting and color grading, but there are occasional softness and minor artifacts that prevent a high-end look. The fish’s anatomy and surface details are plausible, yet some micro-textures and edge definition are not consistently crisp across frames. The sequence remains coherent and stable, with no major distortions, placing the overall visual quality in the mid-range.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the general underwater setting, the presence of a large fish, and the overall mood. However, several key specifics are not clearly realized: the exact upward-angle framing is not consistently evident, the gill-cover movement is not distinctly observable, and the distinctive yellow eyes with sharp needle-like pupils are not clearly depicted. While the scene conveys a tense, predatory atmosphere, the alignment with the detailed prompt is partial rather than complete. Overall, the alignment should be considered moderate.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and environmental interactions. Some aspects—such as eye color and intensity, and the precise motion of subtle features like gill covers—are not fully realized, which slightly reduces realism. Nevertheless, the overall physical behavior and environmental context remain credible, yielding a mid-level assessment of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 2.59375,
+ "MQ": 3.125,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic underwater scene featuring a massive snakehead fish with specific characteristics:\n- Medium close-up shot from slightly upward angle\n- Camera slowly pans right\n- Focus on a massive snakehead fish\n- Fish sits at entrance of dim underwater cave\n- Massive body almost completely still\n- Gill covers opening and closing in slow, rhythmic pattern\n- Intricate camouflage pattern of dark green, muddy brown, and black patches\n- Blending seamlessly into rugged, mossy rocky backdrop\n- Cold, watchful yellow eyes with sharp needle-like pupils\n- Staring motionlessly ahead, radiating fierce, focused murderous aura\n- Only light from above (faint gray-blue skylight)\n- Visible path through suspended sediment particles\n- Light sweeps across fish's body, each scale reflecting damp, dark metallic sheen\n- Camera reveals slender and powerful body extending from head to tail\n- Cold colors, primitive and latent threat, suffocating atmosphere of silence and tension\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The underwater rendering is convincing with believable lighting and color grading, but there are occasional softness and minor artifacts that prevent a high-end look. The fish’s anatomy and surface details are plausible, yet some micro-textures and edge definition are not consistently crisp across frames. The sequence remains coherent and stable, with no major distortions, placing the overall visual quality in the mid-range.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the general underwater setting, the presence of a large fish, and the overall mood. However, several key specifics are not clearly realized: the exact upward-angle framing is not consistently evident, the gill-cover movement is not distinctly observable, and the distinctive yellow eyes with sharp needle-like pupils are not clearly depicted. While the scene conveys a tense, predatory atmosphere, the alignment with the detailed prompt is partial rather than complete. Overall, the alignment should be considered moderate.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and environmental interactions. Some aspects—such as eye color and intensity, and the precise motion of subtle features like gill covers—are not fully realized, which slightly reduces realism. Nevertheless, the overall physical behavior and environmental context remain credible, yielding a mid-level assessment of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 6890,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_3/index_5118_seed_6890_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 11.25,
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+ "question": "Rendered with hyper-realistic cinematic CGI, the film begins with a medium close-up shot from a slightly upward angle, then the camera slowly pans right, focusing on a massive snakehead fish. It sits imperturbably at the entrance of a dim underwater cave, its massive body almost completely still, its gill covers opening and closing in a nearly imperceptible, slow, rhythmic pattern. The fish's body is covered in an intricate camouflage pattern of dark green, muddy brown, and black patches, blending seamlessly into the rugged, mossy rocky backdrop. Its cold, watchful yellow eyes, with pupils as sharp as needles, stare motionlessly ahead, radiating a fierce, focused murderous aura. The only light comes from above, a faint, gray-blue skylight penetrating the murky water, creating a visible path through the suspended sediment particles. As this light sweeps across the fish's body, each of its hard, tightly packed scales reflects a damp, dark metallic sheen. As the camera pans, it gradually reveals its slender and powerful body extending from head to tail. The whole scene, rendered in cold colors, is full of primitive and latent threat, creating a suffocating atmosphere of silence and tension.",
+ "token_credit_reward": 11.25,
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+ "credit_map_shape": [
+ 3,
+ 26,
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+ ],
+ "top_frames": [
+ 0,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic underwater scene featuring a massive snakehead fish at the entrance of a dim cave, with subtle movements and atmospheric details. While the visuals capture several key elements—underwater setting, large fish, distinctive coloration—the overall motion and dynamic lighting described in the prompt are not fully realized in the footage. The sequence remains relatively static, and the environmental interactions are understated compared to the prompt’s emphasis on sweeping camera movement and evolving illumination.\n\nVisual Quality Analysis:\nThe frames show solid rendering quality with clear detail, good lighting, and convincing water effects. However, the overall impression is strong but not flawless; there are minor inconsistencies in lighting continuity and some texture details that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements (underwater environment, large fish, distinctive coloration, and a cave-like backdrop). Yet the dynamic aspects called for by the prompt—camera panning, gill movement, and evolving lighting—are underrepresented. The result is a moderate alignment, consistent with a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and environmental interaction. Some aspects feel slightly staged or simplified, but they do not break basic realism. Overall, Physical Consistency is rated 3/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.765625,
+ "TA": 3.546875,
+ "MQ": 3.953125,
+ "Overall": 11.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic underwater scene featuring a massive snakehead fish at the entrance of a dim cave, with subtle movements and atmospheric details. While the visuals capture several key elements—underwater setting, large fish, distinctive coloration—the overall motion and dynamic lighting described in the prompt are not fully realized in the footage. The sequence remains relatively static, and the environmental interactions are understated compared to the prompt’s emphasis on sweeping camera movement and evolving illumination.\n\nVisual Quality Analysis:\nThe frames show solid rendering quality with clear detail, good lighting, and convincing water effects. However, the overall impression is strong but not flawless; there are minor inconsistencies in lighting continuity and some texture details that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements (underwater environment, large fish, distinctive coloration, and a cave-like backdrop). Yet the dynamic aspects called for by the prompt—camera panning, gill movement, and evolving lighting—are underrepresented. The result is a moderate alignment, consistent with a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and environmental interaction. Some aspects feel slightly staged or simplified, but they do not break basic realism. Overall, Physical Consistency is rated 3/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_4/index_tensor([8396, 8396])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_4/index_tensor([8396, 8396])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..22f2dd98c262decec64e4ef7903b5ee161cffad6
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_4/index_tensor([8396, 8396])_group_4_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a fluid 360-degree panning shot following a J-10C fighter jet performing a breathtaking maneuver through a futuristic neon metropolis, with the aircraft weaving through holographic billboards and leaving a digital trail. The scene features cyan, magenta, and blue neon hues and a sense of high-tech excitement.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show the fighter jet clearly with recognizable geometry, but there are noticeable issues that prevent a higher rating. The background holographic displays exhibit color bleeding and some artifacts, and there are occasional minor distortions in the jet’s silhouette. The motion blur and depth cues are present but not perfectly consistent across frames, and lighting reflections on the jet are not always perfectly coherent. The sequence remains legible and coherent, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a fighter jet performing aerial maneuvers, a neon-futuristic cityscape, holographic billboards, and a digital trail. The color palette and neon emphasis align with the description, and the overall composition supports the intended narrative. Some finer details (e.g., exact camera motion dynamics or subtle timing of the digital effects) may be slightly off, but they do not substantially detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The jet’s motion and interaction with the environment are generally plausible, and lighting interactions are believable most of the time. However, there are occasional inconsistencies in scale, perspective, or lighting reflections that prevent a higher score. The scene remains coherent and credible overall, though 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
+ },
+ "soft_scores": {
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+ "TA": 3.828125,
+ "MQ": 2.890625,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a fluid 360-degree panning shot following a J-10C fighter jet performing a breathtaking maneuver through a futuristic neon metropolis, with the aircraft weaving through holographic billboards and leaving a digital trail. The scene features cyan, magenta, and blue neon hues and a sense of high-tech excitement.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show the fighter jet clearly with recognizable geometry, but there are noticeable issues that prevent a higher rating. The background holographic displays exhibit color bleeding and some artifacts, and there are occasional minor distortions in the jet’s silhouette. The motion blur and depth cues are present but not perfectly consistent across frames, and lighting reflections on the jet are not always perfectly coherent. The sequence remains legible and coherent, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a fighter jet performing aerial maneuvers, a neon-futuristic cityscape, holographic billboards, and a digital trail. The color palette and neon emphasis align with the description, and the overall composition supports the intended narrative. Some finer details (e.g., exact camera motion dynamics or subtle timing of the digital effects) may be slightly off, but they do not substantially detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The jet’s motion and interaction with the environment are generally plausible, and lighting interactions are believable most of the time. However, there are occasional inconsistencies in scale, perspective, or lighting reflections that prevent a higher score. The scene remains coherent and credible overall, though 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": "fluid 360-degree panning shot closely follows a J-10C fighter jet as it performs a breathtaking tackling maneuver amidst the steel canyons of skyscrapers in the heart of a futuristic neon metropolis. The fighter jet, with its signature canard configuration and delta wings, its dark gray stealth-coated fuselage reflects the kaleidoscopic lights of the city below. With incredible speed and precision, it weaves through a narrow passageway formed by massive, translucent holographic billboards, its wings nearly brushing against the luminous surfaces, which flash with dynamic graphics and abstract data. As the fighter flies past, its powerful airflow disrupts the holographic projections, stirring up a dazzling stream of data composed of fragmented code and glowing particles, leaving behind a fleeting, dazzling digital trail. The scene is dominated by neon hues of cyan, magenta, and electric blue, which rapidly play across the fighter's sleek metal exterior, creating a visual atmosphere of intense tension, high-tech excitement, and adrenaline.",
+ "seed": 6665,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_4/index_8396_seed_6665_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.265625,
+ "video_score2_ta": 3.875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
+ "reward_records": [
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+ "question": "fluid 360-degree panning shot closely follows a J-10C fighter jet as it performs a breathtaking tackling maneuver amidst the steel canyons of skyscrapers in the heart of a futuristic neon metropolis. The fighter jet, with its signature canard configuration and delta wings, its dark gray stealth-coated fuselage reflects the kaleidoscopic lights of the city below. With incredible speed and precision, it weaves through a narrow passageway formed by massive, translucent holographic billboards, its wings nearly brushing against the luminous surfaces, which flash with dynamic graphics and abstract data. As the fighter flies past, its powerful airflow disrupts the holographic projections, stirring up a dazzling stream of data composed of fragmented code and glowing particles, leaving behind a fleeting, dazzling digital trail. The scene is dominated by neon hues of cyan, magenta, and electric blue, which rapidly play across the fighter's sleek metal exterior, creating a visual atmosphere of intense tension, high-tech excitement, and adrenaline.",
+ "token_credit_reward": 9.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid 360-degree panning shot following a J-10C fighter jet performing a breathtaking maneuver through a futuristic neon metropolis, with the aircraft weaving through holographic billboards and dynamic light effects. The scene is dominated by cyan, magenta, and blue neon hues, conveying high-tech excitement and intense tension.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some blur, especially during rapid motion. The heavy stylization and color grading contribute to a vivid look but also obscure fine details. The fighter remains identifiable, though edge definition is not consistently sharp. The sequence maintains a cohesive aesthetic, but the overall clarity does not reach high-fidelity standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a fighter jet, a neon-futuristic cityscape, holographic billboards, and a dynamic, high-tech atmosphere. The color palette and lighting align with the described neon aesthetic, and the framing suggests a 360-degree camera movement. While exact model verification is limited by rendering, the essential aspects of the prompt are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The aircraft’s motion and interaction with holographic surfaces are generally plausible within the stylized context, and lighting interactions feel coherent. However, some rapid maneuvers and holographic distortions introduce minor inconsistencies that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.265625,
+ "TA": 3.875,
+ "MQ": 2.921875,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid 360-degree panning shot following a J-10C fighter jet performing a breathtaking maneuver through a futuristic neon metropolis, with the aircraft weaving through holographic billboards and dynamic light effects. The scene is dominated by cyan, magenta, and blue neon hues, conveying high-tech excitement and intense tension.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some blur, especially during rapid motion. The heavy stylization and color grading contribute to a vivid look but also obscure fine details. The fighter remains identifiable, though edge definition is not consistently sharp. The sequence maintains a cohesive aesthetic, but the overall clarity does not reach high-fidelity standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a fighter jet, a neon-futuristic cityscape, holographic billboards, and a dynamic, high-tech atmosphere. The color palette and lighting align with the described neon aesthetic, and the framing suggests a 360-degree camera movement. While exact model verification is limited by rendering, the essential aspects of the prompt are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The aircraft’s motion and interaction with holographic surfaces are generally plausible within the stylized context, and lighting interactions feel coherent. However, some rapid maneuvers and holographic distortions introduce minor inconsistencies that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid 360-degree panning shot following a J-10C fighter jet performing a breathtaking maneuver through a futuristic neon metropolis, with the aircraft weaving between massive holographic billboards and leaving a digital trail. The scene is dominated by neon hues and conveys high-tech excitement.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or compression artifacts, and holographic elements occasionally look slightly artificial. Lighting and contrast are generally stable, yet a few frames show minor inconsistencies. The motion appears reasonably smooth, though occasional frame-to-frame jitter could be present. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a fighter jet, a neon-futuristic cityscape, holographic billboards, and a digital trail. The sequence conveys high-tech excitement and the intended atmosphere. A few minor deviations exist (e.g., exact camera motion timing or precise holographic effects), but they do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The aircraft’s flight dynamics appear plausible within the stylized context, and lighting interactions with holographic surfaces are believable. However, some scale relationships and holographic behavior are stylized rather than strictly physically accurate, so the scene remains coherent while not perfectly physically precise.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.75,
+ "TA": 3.875,
+ "MQ": 2.984375,
+ "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 fluid 360-degree panning shot following a J-10C fighter jet performing a breathtaking maneuver through a futuristic neon metropolis, with the aircraft weaving between massive holographic billboards and leaving a digital trail. The scene is dominated by neon hues and conveys high-tech excitement.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or compression artifacts, and holographic elements occasionally look slightly artificial. Lighting and contrast are generally stable, yet a few frames show minor inconsistencies. The motion appears reasonably smooth, though occasional frame-to-frame jitter could be present. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a fighter jet, a neon-futuristic cityscape, holographic billboards, and a digital trail. The sequence conveys high-tech excitement and the intended atmosphere. A few minor deviations exist (e.g., exact camera motion timing or precise holographic effects), but they do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The aircraft’s flight dynamics appear plausible within the stylized context, and lighting interactions with holographic surfaces are believable. However, some scale relationships and holographic behavior are stylized rather than strictly physically accurate, so the scene remains coherent while not perfectly physically precise.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "fluid 360-degree panning shot closely follows a J-10C fighter jet as it performs a breathtaking tackling maneuver amidst the steel canyons of skyscrapers in the heart of a futuristic neon metropolis. The fighter jet, with its signature canard configuration and delta wings, its dark gray stealth-coated fuselage reflects the kaleidoscopic lights of the city below. With incredible speed and precision, it weaves through a narrow passageway formed by massive, translucent holographic billboards, its wings nearly brushing against the luminous surfaces, which flash with dynamic graphics and abstract data. As the fighter flies past, its powerful airflow disrupts the holographic projections, stirring up a dazzling stream of data composed of fragmented code and glowing particles, leaving behind a fleeting, dazzling digital trail. The scene is dominated by neon hues of cyan, magenta, and electric blue, which rapidly play across the fighter's sleek metal exterior, creating a visual atmosphere of intense tension, high-tech excitement, and adrenaline.",
+ "seed": 6667,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_4/index_8396_seed_6667_dp_9_rank_18_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.25,
+ "video_score2_ta": 3.71875,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 8.8125,
+ "avg": 8.828125,
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+ "question_id": "videoscore2_overall",
+ "question": "fluid 360-degree panning shot closely follows a J-10C fighter jet as it performs a breathtaking tackling maneuver amidst the steel canyons of skyscrapers in the heart of a futuristic neon metropolis. The fighter jet, with its signature canard configuration and delta wings, its dark gray stealth-coated fuselage reflects the kaleidoscopic lights of the city below. With incredible speed and precision, it weaves through a narrow passageway formed by massive, translucent holographic billboards, its wings nearly brushing against the luminous surfaces, which flash with dynamic graphics and abstract data. As the fighter flies past, its powerful airflow disrupts the holographic projections, stirring up a dazzling stream of data composed of fragmented code and glowing particles, leaving behind a fleeting, dazzling digital trail. The scene is dominated by neon hues of cyan, magenta, and electric blue, which rapidly play across the fighter's sleek metal exterior, creating a visual atmosphere of intense tension, high-tech excitement, and adrenaline.",
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 fluid 360-degree panning shot following a J-10C fighter jet performing a breathtaking maneuver through a neon-futuristic metropolis, with the aircraft weaving through holographic billboards and leaving a digital trail. The scene emphasizes cyan, magenta, and blue neon hues, conveying high-tech excitement and intense motion.\n\nVisual Quality Assessment:\nOverall, the video presents a mid-range visual quality. The resolution is adequate but not high, and there are noticeable artifacts and some blur that reduce sharpness. Colors are vibrant and neon lighting is well-rendered, contributing to the intended atmosphere. However, occasional distortions and frame-to-frame inconsistencies affect clarity, keeping the overall quality at a moderate level rather than high-end.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—neon-lit futuristic cityscape, a fighter jet, and a sense of speed and motion. However, certain aspects are only partially realized: the exact J-10C identity is not clearly established, and the specific “dazzling” digital trail and holographic interactions are not consistently depicted. The alignment is acceptable but not strong, reflecting a mid-level correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThere are notable issues with physical realism. The aircraft’s motion and interaction with holographic elements show occasional unrealistic dynamics, and some scale or perspective cues feel inconsistent with real-world physics. While the scene conveys a high-tech aesthetic, these inconsistencies reduce overall common-sense coherence.\n\nGround-truth scores (for reference): Visual Quality = 3; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.25,
+ "TA": 3.71875,
+ "MQ": 2.859375,
+ "Overall": 8.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a fluid 360-degree panning shot following a J-10C fighter jet performing a breathtaking maneuver through a neon-futuristic metropolis, with the aircraft weaving through holographic billboards and leaving a digital trail. The scene emphasizes cyan, magenta, and blue neon hues, conveying high-tech excitement and intense motion.\n\nVisual Quality Assessment:\nOverall, the video presents a mid-range visual quality. The resolution is adequate but not high, and there are noticeable artifacts and some blur that reduce sharpness. Colors are vibrant and neon lighting is well-rendered, contributing to the intended atmosphere. However, occasional distortions and frame-to-frame inconsistencies affect clarity, keeping the overall quality at a moderate level rather than high-end.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—neon-lit futuristic cityscape, a fighter jet, and a sense of speed and motion. However, certain aspects are only partially realized: the exact J-10C identity is not clearly established, and the specific “dazzling” digital trail and holographic interactions are not consistently depicted. The alignment is acceptable but not strong, reflecting a mid-level correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThere are notable issues with physical realism. The aircraft’s motion and interaction with holographic elements show occasional unrealistic dynamics, and some scale or perspective cues feel inconsistent with real-world physics. While the scene conveys a high-tech aesthetic, these inconsistencies reduce overall common-sense coherence.\n\nGround-truth scores (for reference): Visual Quality = 3; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_5/index_tensor([316, 316])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_5/index_tensor([316, 316])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d629673a0944ffe8c3ffbadd1f4af8b58267771d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_5/index_tensor([316, 316])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "photorealistic, hyper-realistic macro shot, positioned at an extremely low angle, tracks a small, heavily rusted metal wheel in perfect sync as it moves backward, laboriously turning over a rough concrete floor. The high-definition lens, focused intensely on the wheel, clearly reveals every minute detail: the pitted texture of oxidized orange and dark brown rust coating the solid metal, the gleam of raw steel visible in countless tiny scratches, and the oily sheen of its precariously rotating fork. Under the immense pressure of an unseen, heavy, all-metal cart, the wheel slowly grinds, its movement displacing the fine gray dust and small pebbles scattered across the concrete. With each rotation, individual stones audibly crunch, turning to powder or being pushed aside, leaving clean, dark marks in the grime. A single, harsh, cold-toned industrial light casts sharp, dramatic shadows from above, highlighting the wheel's corroded surface and the gritty topography of the floor, creating a tense and visceral atmosphere of immense weight and grinding, protest movement.",
+ "seed": 24286,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_5/index_316_seed_24286_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": 3.0625,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 3.765625,
+ "video_score2_overall": 10.0,
+ "avg": 10.0,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "photorealistic, hyper-realistic macro shot, positioned at an extremely low angle, tracks a small, heavily rusted metal wheel in perfect sync as it moves backward, laboriously turning over a rough concrete floor. The high-definition lens, focused intensely on the wheel, clearly reveals every minute detail: the pitted texture of oxidized orange and dark brown rust coating the solid metal, the gleam of raw steel visible in countless tiny scratches, and the oily sheen of its precariously rotating fork. Under the immense pressure of an unseen, heavy, all-metal cart, the wheel slowly grinds, its movement displacing the fine gray dust and small pebbles scattered across the concrete. With each rotation, individual stones audibly crunch, turning to powder or being pushed aside, leaving clean, dark marks in the grime. A single, harsh, cold-toned industrial light casts sharp, dramatic shadows from above, highlighting the wheel's corroded surface and the gritty topography of the floor, creating a tense and visceral atmosphere of immense weight and grinding, protest movement.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a photorealistic, hyper-realistic macro shot from an extremely low angle tracking a small, heavily rusted metal wheel that moves backward while laboriously turning over a rough concrete floor. It envisions a high-definition lens revealing minute details such as the pitted texture of rust, the gleam of raw steel in scratches, and the oily sheen of the rotating fork under intense lighting. The scene should convey a tense, visceral atmosphere of immense weight and grinding, with dust and debris displaced by the wheel.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The frames deliver good resolution and clear depiction of the wheel and surrounding textures, with convincing lighting and depth cues. There is some minor softness in certain areas and occasional slight inconsistencies in motion continuity between frames, which prevents a perfect 5/5. Nevertheless, the sequence maintains a high level of realism and coherent visual storytelling, supporting a Visual Quality score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a photorealistic macro view from a low angle, focusing on a small, heavily rusted wheel that appears to move backward while turning over a rough concrete floor. The wheel’s texture, the presence of rust, and the lighting are well captured, contributing to a convincing industrial mood. However, there are a few minor deviations in motion dynamics and environmental interaction that prevent a perfect match. Overall, alignment is strong and consistent with a 4.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the wheel interacts with the floor in a believable manner, and lighting/shadows support the industrial setting. Some micro-physics cues (e.g., debris displacement, exact timing of rotations) are present but not perfectly synchronized, resulting in a solid but not flawless level of common-sense consistency. This corresponds to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 3.171875,
+ "MQ": 3.765625,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a photorealistic, hyper-realistic macro shot from an extremely low angle tracking a small, heavily rusted metal wheel that moves backward while laboriously turning over a rough concrete floor. It envisions a high-definition lens revealing minute details such as the pitted texture of rust, the gleam of raw steel in scratches, and the oily sheen of the rotating fork under intense lighting. The scene should convey a tense, visceral atmosphere of immense weight and grinding, with dust and debris displaced by the wheel.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The frames deliver good resolution and clear depiction of the wheel and surrounding textures, with convincing lighting and depth cues. There is some minor softness in certain areas and occasional slight inconsistencies in motion continuity between frames, which prevents a perfect 5/5. Nevertheless, the sequence maintains a high level of realism and coherent visual storytelling, supporting a Visual Quality score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a photorealistic macro view from a low angle, focusing on a small, heavily rusted wheel that appears to move backward while turning over a rough concrete floor. The wheel’s texture, the presence of rust, and the lighting are well captured, contributing to a convincing industrial mood. However, there are a few minor deviations in motion dynamics and environmental interaction that prevent a perfect match. Overall, alignment is strong and consistent with a 4.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the wheel interacts with the floor in a believable manner, and lighting/shadows support the industrial setting. Some micro-physics cues (e.g., debris displacement, exact timing of rotations) are present but not perfectly synchronized, resulting in a solid but not flawless level of common-sense consistency. This corresponds to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "photorealistic, hyper-realistic macro shot, positioned at an extremely low angle, tracks a small, heavily rusted metal wheel in perfect sync as it moves backward, laboriously turning over a rough concrete floor. The high-definition lens, focused intensely on the wheel, clearly reveals every minute detail: the pitted texture of oxidized orange and dark brown rust coating the solid metal, the gleam of raw steel visible in countless tiny scratches, and the oily sheen of its precariously rotating fork. Under the immense pressure of an unseen, heavy, all-metal cart, the wheel slowly grinds, its movement displacing the fine gray dust and small pebbles scattered across the concrete. With each rotation, individual stones audibly crunch, turning to powder or being pushed aside, leaving clean, dark marks in the grime. A single, harsh, cold-toned industrial light casts sharp, dramatic shadows from above, highlighting the wheel's corroded surface and the gritty topography of the floor, creating a tense and visceral atmosphere of immense weight and grinding, protest movement.",
+ "seed": 24287,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_5/index_316_seed_24287_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.59375,
+ "video_score2_ta": 2.265625,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "photorealistic, hyper-realistic macro shot, positioned at an extremely low angle, tracks a small, heavily rusted metal wheel in perfect sync as it moves backward, laboriously turning over a rough concrete floor. The high-definition lens, focused intensely on the wheel, clearly reveals every minute detail: the pitted texture of oxidized orange and dark brown rust coating the solid metal, the gleam of raw steel visible in countless tiny scratches, and the oily sheen of its precariously rotating fork. Under the immense pressure of an unseen, heavy, all-metal cart, the wheel slowly grinds, its movement displacing the fine gray dust and small pebbles scattered across the concrete. With each rotation, individual stones audibly crunch, turning to powder or being pushed aside, leaving clean, dark marks in the grime. A single, harsh, cold-toned industrial light casts sharp, dramatic shadows from above, highlighting the wheel's corroded surface and the gritty topography of the floor, creating a tense and visceral atmosphere of immense weight and grinding, protest movement.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a photorealistic, hyper-realistic macro shot from an extremely low angle tracking a small, heavily rusted metal wheel that moves backward while turning over a rough concrete floor. It envisions a high-definition lens revealing minute details such as pit texture, rust coloration, gleam of raw steel, and an oily sheen on the wheel, with the wheel rotating under the weight of an unseen cart, grinding against a coarse concrete surface, and producing audible crunching sounds as individual stones turn to powder or are pushed aside, leaving dark marks in the grime. An industrial lighting setup is implied to cast sharp shadows and create a tense, visceral atmosphere of immense weight and grinding.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The wheel and surrounding components are clearly visible with decent sharpness, and the wheel’s surface shows realistic rust patterns and metallic textures. Lighting remains consistent, and the wheel stays in focus with stable framing. However, there is very little camera motion between frames, making the sequence feel relatively static rather than dynamic. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up perspective, low-angle view, visible wheel with rust, and a detailed depiction of the wheel’s surface. However, key aspects of the prompt are not realized: there is no evident backward movement, no turning motion, and no interaction with a cart or grinding action. The result is a partial alignment with the prompt, reflecting a moderate level of fidelity (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible mechanical components and a believable environment, with coherent lighting and material appearance. Yet the absence of motion and interaction contradicts the expected dynamic behavior of the wheel under load, reducing overall common-sense coherence. The assessment aligns with a lower score (2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 2
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+ "TA": 2.265625,
+ "MQ": 3.078125,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a photorealistic, hyper-realistic macro shot from an extremely low angle tracking a small, heavily rusted metal wheel that moves backward while turning over a rough concrete floor. It envisions a high-definition lens revealing minute details such as pit texture, rust coloration, gleam of raw steel, and an oily sheen on the wheel, with the wheel rotating under the weight of an unseen cart, grinding against a coarse concrete surface, and producing audible crunching sounds as individual stones turn to powder or are pushed aside, leaving dark marks in the grime. An industrial lighting setup is implied to cast sharp shadows and create a tense, visceral atmosphere of immense weight and grinding.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The wheel and surrounding components are clearly visible with decent sharpness, and the wheel’s surface shows realistic rust patterns and metallic textures. Lighting remains consistent, and the wheel stays in focus with stable framing. However, there is very little camera motion between frames, making the sequence feel relatively static rather than dynamic. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up perspective, low-angle view, visible wheel with rust, and a detailed depiction of the wheel’s surface. However, key aspects of the prompt are not realized: there is no evident backward movement, no turning motion, and no interaction with a cart or grinding action. The result is a partial alignment with the prompt, reflecting a moderate level of fidelity (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible mechanical components and a believable environment, with coherent lighting and material appearance. Yet the absence of motion and interaction contradicts the expected dynamic behavior of the wheel under load, reducing overall common-sense coherence. The assessment aligns with a lower score (2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 24288,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_5/index_316_seed_24288_dp_11_rank_22_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.3125,
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+ "video_score2_overall": 9.1875,
+ "avg": 9.1875,
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+ "question": "photorealistic, hyper-realistic macro shot, positioned at an extremely low angle, tracks a small, heavily rusted metal wheel in perfect sync as it moves backward, laboriously turning over a rough concrete floor. The high-definition lens, focused intensely on the wheel, clearly reveals every minute detail: the pitted texture of oxidized orange and dark brown rust coating the solid metal, the gleam of raw steel visible in countless tiny scratches, and the oily sheen of its precariously rotating fork. Under the immense pressure of an unseen, heavy, all-metal cart, the wheel slowly grinds, its movement displacing the fine gray dust and small pebbles scattered across the concrete. With each rotation, individual stones audibly crunch, turning to powder or being pushed aside, leaving clean, dark marks in the grime. A single, harsh, cold-toned industrial light casts sharp, dramatic shadows from above, highlighting the wheel's corroded surface and the gritty topography of the floor, creating a tense and visceral atmosphere of immense weight and grinding, protest movement.",
+ "token_credit_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. 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 photorealistic, hyper-realistic macro shot from an extremely low angle tracking a small, heavily rusted metal wheel that moves backward while turning over a rough concrete floor. It envisions a high-definition lens revealing minute details such as pit texture, rust coloration, and the gleam of raw steel in scratches, with an oily sheen on the rotating fork under intense lighting. The scene should convey a tense, visceral atmosphere of weight and grinding, with dust displacement and small pebbles turning to powder.\n\nVisual Quality Assessment:\nThe frames show a close-up of a metal wheel with visible rust and a low-angle perspective. The resolution is adequate but not exceptional, and some frames exhibit mild softness or minor compression artifacts. Lighting is generally consistent, but the overall image quality reads as moderate rather than high-end. The wheel’s surface details are discernible, yet the level of fine-grain texture and polish described in the prompt is not fully realized. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, low-angle view, and a heavily rusted wheel on a concrete surface. However, dynamic aspects such as backward motion, sustained rotation, and the implied interaction with a heavy cart are not convincingly demonstrated in the static frames. The alignment is partial: essential visuals are present, but the kinetic narrative and environmental interactions are underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the wheel sits on a flat concrete plane, lighting and shadows are coherent, and the material textures appear believable. There are no obvious physical contradictions. Some subtle cues (e.g., motion dynamics, debris interaction) are not strongly evidenced, but nothing contradicts basic common-sense expectations. Overall, Physical Consistency is acceptable but not exceptional.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.796875,
+ "TA": 2.3125,
+ "MQ": 3.078125,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a photorealistic, hyper-realistic macro shot from an extremely low angle tracking a small, heavily rusted metal wheel that moves backward while turning over a rough concrete floor. It envisions a high-definition lens revealing minute details such as pit texture, rust coloration, and the gleam of raw steel in scratches, with an oily sheen on the rotating fork under intense lighting. The scene should convey a tense, visceral atmosphere of weight and grinding, with dust displacement and small pebbles turning to powder.\n\nVisual Quality Assessment:\nThe frames show a close-up of a metal wheel with visible rust and a low-angle perspective. The resolution is adequate but not exceptional, and some frames exhibit mild softness or minor compression artifacts. Lighting is generally consistent, but the overall image quality reads as moderate rather than high-end. The wheel’s surface details are discernible, yet the level of fine-grain texture and polish described in the prompt is not fully realized. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, low-angle view, and a heavily rusted wheel on a concrete surface. However, dynamic aspects such as backward motion, sustained rotation, and the implied interaction with a heavy cart are not convincingly demonstrated in the static frames. The alignment is partial: essential visuals are present, but the kinetic narrative and environmental interactions are underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the wheel sits on a flat concrete plane, lighting and shadows are coherent, and the material textures appear believable. There are no obvious physical contradictions. Some subtle cues (e.g., motion dynamics, debris interaction) are not strongly evidenced, but nothing contradicts basic common-sense expectations. Overall, Physical Consistency is acceptable but not exceptional.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "photorealistic, hyper-realistic macro shot, positioned at an extremely low angle, tracks a small, heavily rusted metal wheel in perfect sync as it moves backward, laboriously turning over a rough concrete floor. The high-definition lens, focused intensely on the wheel, clearly reveals every minute detail: the pitted texture of oxidized orange and dark brown rust coating the solid metal, the gleam of raw steel visible in countless tiny scratches, and the oily sheen of its precariously rotating fork. Under the immense pressure of an unseen, heavy, all-metal cart, the wheel slowly grinds, its movement displacing the fine gray dust and small pebbles scattered across the concrete. With each rotation, individual stones audibly crunch, turning to powder or being pushed aside, leaving clean, dark marks in the grime. A single, harsh, cold-toned industrial light casts sharp, dramatic shadows from above, highlighting the wheel's corroded surface and the gritty topography of the floor, creating a tense and visceral atmosphere of immense weight and grinding, protest movement.",
+ "seed": 24289,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_5/index_316_seed_24289_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 2.078125,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.375,
+ "avg": 8.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "photorealistic, hyper-realistic macro shot, positioned at an extremely low angle, tracks a small, heavily rusted metal wheel in perfect sync as it moves backward, laboriously turning over a rough concrete floor. The high-definition lens, focused intensely on the wheel, clearly reveals every minute detail: the pitted texture of oxidized orange and dark brown rust coating the solid metal, the gleam of raw steel visible in countless tiny scratches, and the oily sheen of its precariously rotating fork. Under the immense pressure of an unseen, heavy, all-metal cart, the wheel slowly grinds, its movement displacing the fine gray dust and small pebbles scattered across the concrete. With each rotation, individual stones audibly crunch, turning to powder or being pushed aside, leaving clean, dark marks in the grime. A single, harsh, cold-toned industrial light casts sharp, dramatic shadows from above, highlighting the wheel's corroded surface and the gritty topography of the floor, creating a tense and visceral atmosphere of immense weight and grinding, protest movement.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a photorealistic, hyper-realistic macro shot from an extremely low angle tracking a small, heavily rusted metal wheel that moves backward while laboriously turning over a rough concrete floor. It envisions a high-definition lens revealing minute details such as the pitted texture of rust, the gleam of raw steel in scratches, and the oily sheen of the rotating fork under intense lighting. The scene should convey a tense, visceral atmosphere of immense weight and grinding, with the wheel grinding through debris and casting dramatic shadows.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a close-up of a heavily rusted wheel on concrete. The resolution is adequate but not exceptional; some frames exhibit mild softness and minor compression artifacts. Lighting is generally consistent, with occasional slight color shifts between frames. The wheel texture and rust are present, though fine-grain detail is not always crisp. Overall, the visual quality is moderate rather than outstanding, with no major distortions but limited sharpness and consistency.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a low-angle macro view, a heavily rusted wheel, and a concrete floor — and conveys a gritty industrial mood. However, dynamic aspects described in the prompt are not fully realized: there is no clear backward motion, the wheel does not appear to be turning, and there is no visible interaction with a cart or sustained grinding action. The result is a partial alignment with the prompt, reflecting a moderate level of fidelity.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: the wheel sits on the concrete, lighting and shadows are coherent, and the textures look believable. There are no obvious physics violations. Some subtle inconsistencies exist, such as the absence of expected motion cues and the lack of interaction with surrounding debris, which slightly reduces realism. Overall, physical consistency remains acceptable but not strongly convincing.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 2.078125,
+ "MQ": 3.015625,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a photorealistic, hyper-realistic macro shot from an extremely low angle tracking a small, heavily rusted metal wheel that moves backward while laboriously turning over a rough concrete floor. It envisions a high-definition lens revealing minute details such as the pitted texture of rust, the gleam of raw steel in scratches, and the oily sheen of the rotating fork under intense lighting. The scene should convey a tense, visceral atmosphere of immense weight and grinding, with the wheel grinding through debris and casting dramatic shadows.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a close-up of a heavily rusted wheel on concrete. The resolution is adequate but not exceptional; some frames exhibit mild softness and minor compression artifacts. Lighting is generally consistent, with occasional slight color shifts between frames. The wheel texture and rust are present, though fine-grain detail is not always crisp. Overall, the visual quality is moderate rather than outstanding, with no major distortions but limited sharpness and consistency.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a low-angle macro view, a heavily rusted wheel, and a concrete floor — and conveys a gritty industrial mood. However, dynamic aspects described in the prompt are not fully realized: there is no clear backward motion, the wheel does not appear to be turning, and there is no visible interaction with a cart or sustained grinding action. The result is a partial alignment with the prompt, reflecting a moderate level of fidelity.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: the wheel sits on the concrete, lighting and shadows are coherent, and the textures look believable. There are no obvious physics violations. Some subtle inconsistencies exist, such as the absence of expected motion cues and the lack of interaction with surrounding debris, which slightly reduces realism. Overall, physical consistency remains acceptable but not strongly convincing.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_6/index_tensor([2022, 2022])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_6/index_tensor([2022, 2022])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2729fa9914f13654285dd200a7cef33229348c4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_6/index_tensor([2022, 2022])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, medium shot slowly pans across a vast, complex automotive system, its design seamlessly blending the organic and mechanical in a distinctly Giger-inspired aesthetic, housed in a sterile clinical room. The scene is illuminated by dramatic, high-contrast lighting from a single, stark source, casting deep, sharp shadows and sculpting every grotesque and intricate texture. The machine itself is a terrifying symphony of polished dark chrome and bone-like structures; pistons resembling fused vertebrae pump with a sickeningly smooth, rhythmic motion, while bundles of ribbed, semi-translucent pipes, like giant sinews, pulsate faintly from internal pressure. Suddenly, a violent tremor sweeps through the structure, and one of the largest ribbed pipes begins to bulge disconcertingly, its surface straining before fine cracks split its carapace-like surface. The cracks widen catastrophically, tearing apart with a silent, visceral violence, and a viscous, black liquid, as thick and iridescent as crude oil, begins to seep from it, then gushes out in a torrent, splashing across the pristine floor and dripping with intricate, malfunctioning machinery, creating a tense, cold, and unsettling atmosphere filled with a macabre beauty.",
+ "seed": 10215,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_6/index_2022_seed_10215_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 2.59375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.75,
+ "avg": 8.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium shot slowly pans across a vast, complex automotive system, its design seamlessly blending the organic and mechanical in a distinctly Giger-inspired aesthetic, housed in a sterile clinical room. The scene is illuminated by dramatic, high-contrast lighting from a single, stark source, casting deep, sharp shadows and sculpting every grotesque and intricate texture. The machine itself is a terrifying symphony of polished dark chrome and bone-like structures; pistons resembling fused vertebrae pump with a sickeningly smooth, rhythmic motion, while bundles of ribbed, semi-translucent pipes, like giant sinews, pulsate faintly from internal pressure. Suddenly, a violent tremor sweeps through the structure, and one of the largest ribbed pipes begins to bulge disconcertingly, its surface straining before fine cracks split its carapace-like surface. The cracks widen catastrophically, tearing apart with a silent, visceral violence, and a viscous, black liquid, as thick and iridescent as crude oil, begins to seep from it, then gushes out in a torrent, splashing across the pristine floor and dripping with intricate, malfunctioning machinery, creating a tense, cold, and unsettling atmosphere filled with a macabre beauty.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot pan across a vast, complex automotive system with an organic/mechanical blend, a Giger-inspired aesthetic, a sterile clinical room, dramatic high-contrast lighting from a single stark source, and a sequence where a large ribbed pipe bulges, cracks, and releases a viscous black liquid, creating a tense, cold, unsettling atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and textures are readable, yet some surfaces read as slightly soft or compressed, and a few frames show minor artifacting. Lighting remains generally consistent and the color palette stays within cool blues/purples with occasional highlights, but overall polish is moderate rather than cinematic. Overall, Visual Quality aligns with a mid-range score (3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements—low-angle framing, a complex mechanical/organic composition, and a sterile clinical vibe with dramatic lighting. However, key dynamic moments described in the prompt are not realized: there is no clear, sustained pan across the entire system, and the dramatic pipe-bulging/cracking-and-liquid-seep sequence is not depicted. The result is a moderate alignment overall (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent internal logic: the mechanical components appear structurally plausible, and the liquid behavior follows believable fluid dynamics given the context. There are no obvious physical contradictions, though the absence of the described dynamic events reduces narrative impact. Overall, Physical Consistency is moderate (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": 3.296875,
+ "TA": 2.59375,
+ "MQ": 2.90625,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot pan across a vast, complex automotive system with an organic/mechanical blend, a Giger-inspired aesthetic, a sterile clinical room, dramatic high-contrast lighting from a single stark source, and a sequence where a large ribbed pipe bulges, cracks, and releases a viscous black liquid, creating a tense, cold, unsettling atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and textures are readable, yet some surfaces read as slightly soft or compressed, and a few frames show minor artifacting. Lighting remains generally consistent and the color palette stays within cool blues/purples with occasional highlights, but overall polish is moderate rather than cinematic. Overall, Visual Quality aligns with a mid-range score (3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements—low-angle framing, a complex mechanical/organic composition, and a sterile clinical vibe with dramatic lighting. However, key dynamic moments described in the prompt are not realized: there is no clear, sustained pan across the entire system, and the dramatic pipe-bulging/cracking-and-liquid-seep sequence is not depicted. The result is a moderate alignment overall (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent internal logic: the mechanical components appear structurally plausible, and the liquid behavior follows believable fluid dynamics given the context. There are no obvious physical contradictions, though the absence of the described dynamic events reduces narrative impact. Overall, Physical Consistency is moderate (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": 10216,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_6/index_2022_seed_10216_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot pan across a vast, complex automotive system with an organic/mechanical blend, a Giger-inspired aesthetic, set in a sterile clinical room, illuminated by dramatic, high-contrast lighting from a single stark source, with deep shadows and sculpted textures. The machine features polished dark chrome and bone-like structures, with moving components and a viscous liquid that seeps and gushes, creating a tense, cold, unsettling atmosphere.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain strong clarity and consistent lighting, with convincing metallic reflections and detailed textures. The overall rendering is solid and professional, with smooth transitions and minimal artifacts. However, there are occasional minor imperfections (e.g., slight texture softness or subtle noise in some frames) 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 framing, a complex mechanical/organic composition, and a sterile clinical ambiance with dramatic lighting. However, certain aspects are not fully realized: the Giger-inspired aesthetic is only partially evident, and the dynamic, pulsating motion described in the prompt (including the liquid’s seepage and gushing) is not consistently demonstrated throughout the sequence. The alignment is moderate, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nMaterial properties, reflections, and spatial relationships appear coherent and plausible within the scene’s design language. There are no obvious physical contradictions, though the depiction relies on stylized, non-l literal behavior (e.g., exaggerated liquid dynamics and structural tension) that serves the artistic vision rather than strict realism. This yields a moderate level of common-sense consistency, rated at 3/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.390625,
+ "TA": 2.359375,
+ "MQ": 3.421875,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot pan across a vast, complex automotive system with an organic/mechanical blend, a Giger-inspired aesthetic, set in a sterile clinical room, illuminated by dramatic, high-contrast lighting from a single stark source, with deep shadows and sculpted textures. The machine features polished dark chrome and bone-like structures, with moving components and a viscous liquid that seeps and gushes, creating a tense, cold, unsettling atmosphere.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain strong clarity and consistent lighting, with convincing metallic reflections and detailed textures. The overall rendering is solid and professional, with smooth transitions and minimal artifacts. However, there are occasional minor imperfections (e.g., slight texture softness or subtle noise in some frames) 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 framing, a complex mechanical/organic composition, and a sterile clinical ambiance with dramatic lighting. However, certain aspects are not fully realized: the Giger-inspired aesthetic is only partially evident, and the dynamic, pulsating motion described in the prompt (including the liquid’s seepage and gushing) is not consistently demonstrated throughout the sequence. The alignment is moderate, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nMaterial properties, reflections, and spatial relationships appear coherent and plausible within the scene’s design language. There are no obvious physical contradictions, though the depiction relies on stylized, non-l literal behavior (e.g., exaggerated liquid dynamics and structural tension) that serves the artistic vision rather than strict realism. This yields a moderate level of common-sense consistency, rated at 3/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium shot slowly pans across a vast, complex automotive system, its design seamlessly blending the organic and mechanical in a distinctly Giger-inspired aesthetic, housed in a sterile clinical room. The scene is illuminated by dramatic, high-contrast lighting from a single, stark source, casting deep, sharp shadows and sculpting every grotesque and intricate texture. The machine itself is a terrifying symphony of polished dark chrome and bone-like structures; pistons resembling fused vertebrae pump with a sickeningly smooth, rhythmic motion, while bundles of ribbed, semi-translucent pipes, like giant sinews, pulsate faintly from internal pressure. Suddenly, a violent tremor sweeps through the structure, and one of the largest ribbed pipes begins to bulge disconcertingly, its surface straining before fine cracks split its carapace-like surface. The cracks widen catastrophically, tearing apart with a silent, visceral violence, and a viscous, black liquid, as thick and iridescent as crude oil, begins to seep from it, then gushes out in a torrent, splashing across the pristine floor and dripping with intricate, malfunctioning machinery, creating a tense, cold, and unsettling atmosphere filled with a macabre beauty.",
+ "seed": 10217,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_6/index_2022_seed_10217_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.65625,
+ "video_score2_ta": 2.265625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 7.78125,
+ "avg": 7.765625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium shot slowly pans across a vast, complex automotive system, its design seamlessly blending the organic and mechanical in a distinctly Giger-inspired aesthetic, housed in a sterile clinical room. The scene is illuminated by dramatic, high-contrast lighting from a single, stark source, casting deep, sharp shadows and sculpting every grotesque and intricate texture. The machine itself is a terrifying symphony of polished dark chrome and bone-like structures; pistons resembling fused vertebrae pump with a sickeningly smooth, rhythmic motion, while bundles of ribbed, semi-translucent pipes, like giant sinews, pulsate faintly from internal pressure. Suddenly, a violent tremor sweeps through the structure, and one of the largest ribbed pipes begins to bulge disconcertingly, its surface straining before fine cracks split its carapace-like surface. The cracks widen catastrophically, tearing apart with a silent, visceral violence, and a viscous, black liquid, as thick and iridescent as crude oil, begins to seep from it, then gushes out in a torrent, splashing across the pristine floor and dripping with intricate, malfunctioning machinery, creating a tense, cold, and unsettling atmosphere filled with a macabre beauty.",
+ "token_credit_reward": 7.78125,
+ "selected_reward": 7.78125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot pan across a vast, complex automotive system with organic and mechanical elements, a Giger-inspired aesthetic, set in a sterile clinical room, illuminated by dramatic, high-contrast lighting from a single stark source, with deep shadows and sculpted textures. The machine features polished dark chrome and bone-like structures, with moving parts and a viscous liquid that erupts under pressure, conveying a tense, cold, unsettling mood.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent blue/teal palette and a glossy, metallic look. The resolution is adequate but not high, and there are occasional soft areas and minor artifacts. The lighting remains coherent and the contrast is strong, contributing to a moody atmosphere. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements—low-angle framing, a sterile clinical setting, dramatic lighting, and a Giger-inspired aesthetic with mechanical details and liquid dynamics. However, some aspects are only partially realized or inferred rather than explicitly shown, resulting in a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction leans into surreal, biomechanical motifs with chromed surfaces and liquid flow. While visually striking, certain interactions and material behaviors do not strictly adhere to real-world physics, yielding a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.265625,
+ "MQ": 2.84375,
+ "Overall": 7.78125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot pan across a vast, complex automotive system with organic and mechanical elements, a Giger-inspired aesthetic, set in a sterile clinical room, illuminated by dramatic, high-contrast lighting from a single stark source, with deep shadows and sculpted textures. The machine features polished dark chrome and bone-like structures, with moving parts and a viscous liquid that erupts under pressure, conveying a tense, cold, unsettling mood.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent blue/teal palette and a glossy, metallic look. The resolution is adequate but not high, and there are occasional soft areas and minor artifacts. The lighting remains coherent and the contrast is strong, contributing to a moody atmosphere. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements—low-angle framing, a sterile clinical setting, dramatic lighting, and a Giger-inspired aesthetic with mechanical details and liquid dynamics. However, some aspects are only partially realized or inferred rather than explicitly shown, resulting in a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction leans into surreal, biomechanical motifs with chromed surfaces and liquid flow. While visually striking, certain interactions and material behaviors do not strictly adhere to real-world physics, yielding a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium shot slowly pans across a vast, complex automotive system, its design seamlessly blending the organic and mechanical in a distinctly Giger-inspired aesthetic, housed in a sterile clinical room. The scene is illuminated by dramatic, high-contrast lighting from a single, stark source, casting deep, sharp shadows and sculpting every grotesque and intricate texture. The machine itself is a terrifying symphony of polished dark chrome and bone-like structures; pistons resembling fused vertebrae pump with a sickeningly smooth, rhythmic motion, while bundles of ribbed, semi-translucent pipes, like giant sinews, pulsate faintly from internal pressure. Suddenly, a violent tremor sweeps through the structure, and one of the largest ribbed pipes begins to bulge disconcertingly, its surface straining before fine cracks split its carapace-like surface. The cracks widen catastrophically, tearing apart with a silent, visceral violence, and a viscous, black liquid, as thick and iridescent as crude oil, begins to seep from it, then gushes out in a torrent, splashing across the pristine floor and dripping with intricate, malfunctioning machinery, creating a tense, cold, and unsettling atmosphere filled with a macabre beauty.",
+ "seed": 10218,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_6/index_2022_seed_10218_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 2.234375,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 8.125,
+ "avg": 8.109375,
+ "reward_records": [
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+ "question": "low-angle, medium shot slowly pans across a vast, complex automotive system, its design seamlessly blending the organic and mechanical in a distinctly Giger-inspired aesthetic, housed in a sterile clinical room. The scene is illuminated by dramatic, high-contrast lighting from a single, stark source, casting deep, sharp shadows and sculpting every grotesque and intricate texture. The machine itself is a terrifying symphony of polished dark chrome and bone-like structures; pistons resembling fused vertebrae pump with a sickeningly smooth, rhythmic motion, while bundles of ribbed, semi-translucent pipes, like giant sinews, pulsate faintly from internal pressure. Suddenly, a violent tremor sweeps through the structure, and one of the largest ribbed pipes begins to bulge disconcertingly, its surface straining before fine cracks split its carapace-like surface. The cracks widen catastrophically, tearing apart with a silent, visceral violence, and a viscous, black liquid, as thick and iridescent as crude oil, begins to seep from it, then gushes out in a torrent, splashing across the pristine floor and dripping with intricate, malfunctioning machinery, creating a tense, cold, and unsettling atmosphere filled with a macabre beauty.",
+ "token_credit_reward": 8.125,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 2,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot pan across a vast, complex automotive system with organic and mechanical elements, a Giger-inspired aesthetic, set in a sterile clinical room, illuminated by dramatic, high-contrast lighting from a single stark source, with deep shadows and sculpted textures. The machine features polished dark chrome and bone-like structures, with pulsating ribbed pipes and a catastrophic failure sequence involving a viscous black liquid.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The imagery remains coherent and readable, with no major distortions or color issues, though some frames exhibit limited texture fidelity compared with the most detailed portions of the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a low-angle view, a sterile clinical setting, and a Giger-inspired aesthetic with dramatic lighting and visible mechanical components. However, certain aspects described in the prompt—specifically the exact nature of the automotive system and the precise progression of the failure—are not fully realized, resulting in partial alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between mechanical parts and liquid dynamics within a controlled environment, with lighting and shadows supporting depth. Some details are stylized or simplified, so while believable, they do not reach high-fidelity realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 2.234375,
+ "MQ": 2.890625,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot pan across a vast, complex automotive system with organic and mechanical elements, a Giger-inspired aesthetic, set in a sterile clinical room, illuminated by dramatic, high-contrast lighting from a single stark source, with deep shadows and sculpted textures. The machine features polished dark chrome and bone-like structures, with pulsating ribbed pipes and a catastrophic failure sequence involving a viscous black liquid.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The imagery remains coherent and readable, with no major distortions or color issues, though some frames exhibit limited texture fidelity compared with the most detailed portions of the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a low-angle view, a sterile clinical setting, and a Giger-inspired aesthetic with dramatic lighting and visible mechanical components. However, certain aspects described in the prompt—specifically the exact nature of the automotive system and the precise progression of the failure—are not fully realized, resulting in partial alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between mechanical parts and liquid dynamics within a controlled environment, with lighting and shadows supporting depth. Some details are stylized or simplified, so while believable, they do not reach high-fidelity realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_7/index_tensor([6863, 6863])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_7/index_tensor([6863, 6863])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d0d92efab4f97f2eaa5e391b1bcfbcf0db1610d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_7/index_tensor([6863, 6863])_group_7_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 scene with a medium shot at eye level, a slow rightward pan, a pristine white sofa in a minimalist modern house, a figure with long dark hair lying quietly on their side with eyes closed, wearing a cream cashmere sweater and matching slacks, a low-profile sofa with ball-like fabric, a wide reveal showing polished light oak floors, stark white walls, and a floor-to-ceiling glass back wall, with a tranquil forest visible through the glass in soft diffused light of late afternoon, and a mood of profound peace and solitude.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some compression artifacts that reduce sharpness. Lighting remains warm and consistent across shots, and color balance stays stable. There are no major distortions or abrupt changes, and transitions between frames are smooth. However, fine details are not consistently crisp, which lowers perceived clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot at eye level, a slow rightward pan, a pristine white sofa, a minimalist modern setting, a figure with long dark hair lying on the side with eyes closed, wearing a cream cashmere sweater and matching slacks, a low-profile sofa with ball-like fabric, and a wide reveal of the space with polished floors, white walls, and floor-to-ceiling glass. The tranquil forest view through the glass and the soft diffused lighting are present. Some minor deviations exist in exact pose timing and fabric texture, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with coherent lighting and object interactions. There are occasional subtle inconsistencies in how the figure interacts with the sofa and in the perceived weight distribution during the restful pose, which slightly reduces realism but does not break overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 3.578125,
+ "MQ": 3.109375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a medium shot at eye level, a slow rightward pan, a pristine white sofa in a minimalist modern house, a figure with long dark hair lying quietly on their side with eyes closed, wearing a cream cashmere sweater and matching slacks, a low-profile sofa with ball-like fabric, a wide reveal showing polished light oak floors, stark white walls, and a floor-to-ceiling glass back wall, with a tranquil forest visible through the glass in soft diffused light of late afternoon, and a mood of profound peace and solitude.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some compression artifacts that reduce sharpness. Lighting remains warm and consistent across shots, and color balance stays stable. There are no major distortions or abrupt changes, and transitions between frames are smooth. However, fine details are not consistently crisp, which lowers perceived clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot at eye level, a slow rightward pan, a pristine white sofa, a minimalist modern setting, a figure with long dark hair lying on the side with eyes closed, wearing a cream cashmere sweater and matching slacks, a low-profile sofa with ball-like fabric, and a wide reveal of the space with polished floors, white walls, and floor-to-ceiling glass. The tranquil forest view through the glass and the soft diffused lighting are present. Some minor deviations exist in exact pose timing and fabric texture, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with coherent lighting and object interactions. There are occasional subtle inconsistencies in how the figure interacts with the sofa and in the perceived weight distribution during the restful pose, which slightly reduces realism but does not break overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The film begins with a medium shot at eye level, the camera panning slowly and gracefully to the right, parallel to a pristine white sofa in a minimalist modern house. A figure with long, dark brown hair lies quietly on their side, eyes closed, in peaceful repose. Dressed in a comfortable, oversized cream cashmere sweater and matching slacks, their figures complement the soft, textured, ball-like fabric of the low-profile sofa. As the camera steadily pans sideways, the frame widens, revealing the surrounding space: polished light oak floors, stark white walls, and a vast expanse of floor-to-ceiling glass that forms the entire back wall. Through the seamless glass, a tranquil, lush forest emerges, where tall, ancient pine trees stand above the moss-covered ground, bathed in the soft, diffused light of late afternoon. The soft, calm light permeates the room, casting long, gentle shadows and creating a tranquil, contemplative atmosphere of profound peace and solitude, as one becomes a small element within a magnificent, natural landscape.",
+ "seed": 12043,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_7/index_6863_seed_12043_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.515625,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.9375,
+ "avg": 8.953125,
+ "reward_records": [
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+ "question": "The film begins with a medium shot at eye level, the camera panning slowly and gracefully to the right, parallel to a pristine white sofa in a minimalist modern house. A figure with long, dark brown hair lies quietly on their side, eyes closed, in peaceful repose. Dressed in a comfortable, oversized cream cashmere sweater and matching slacks, their figures complement the soft, textured, ball-like fabric of the low-profile sofa. As the camera steadily pans sideways, the frame widens, revealing the surrounding space: polished light oak floors, stark white walls, and a vast expanse of floor-to-ceiling glass that forms the entire back wall. Through the seamless glass, a tranquil, lush forest emerges, where tall, ancient pine trees stand above the moss-covered ground, bathed in the soft, diffused light of late afternoon. The soft, calm light permeates the room, casting long, gentle shadows and creating a tranquil, contemplative atmosphere of profound peace and solitude, as one becomes a small element within a magnificent, natural landscape.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a medium shot at eye level, a slow rightward pan, a pristine white sofa in a minimalist modern house, a figure lying on their side with eyes closed, wearing a cream cashmere sweater and matching slacks, a low-profile ball-like sofa, polished light oak floors, stark white walls, a floor-to-ceiling glass back wall, and a tranquil forest view through the glass. The lighting is soft and diffused, creating a peaceful, contemplative mood.\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 background elements. Lighting remains warm and consistent across shots, and color balance stays stable. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot at eye level, a slow rightward pan, a pristine white sofa, a minimalist interior, a figure lying on their side with eyes closed, and the described clothing. The low-profile ball-like sofa, polished floors, white walls, floor-to-ceiling glass, and the forest view through the glass are present. The mood is tranquil and contemplative. Minor deviations exist in exact pose nuances and fabric texture, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, with coherent lighting and plausible interactions. However, there are subtle inconsistencies in how the figure interacts with the sofa and in the perceived weight distribution, which prevent a higher score. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.515625,
+ "TA": 3.421875,
+ "MQ": 3.015625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a medium shot at eye level, a slow rightward pan, a pristine white sofa in a minimalist modern house, a figure lying on their side with eyes closed, wearing a cream cashmere sweater and matching slacks, a low-profile ball-like sofa, polished light oak floors, stark white walls, a floor-to-ceiling glass back wall, and a tranquil forest view through the glass. The lighting is soft and diffused, creating a peaceful, contemplative mood.\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 background elements. Lighting remains warm and consistent across shots, and color balance stays stable. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot at eye level, a slow rightward pan, a pristine white sofa, a minimalist interior, a figure lying on their side with eyes closed, and the described clothing. The low-profile ball-like sofa, polished floors, white walls, floor-to-ceiling glass, and the forest view through the glass are present. The mood is tranquil and contemplative. Minor deviations exist in exact pose nuances and fabric texture, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, with coherent lighting and plausible interactions. However, there are subtle inconsistencies in how the figure interacts with the sofa and in the perceived weight distribution, which 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"
+ ]
+ },
+ {
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+ "seed": 12044,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_7/index_6863_seed_12044_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": 2.90625,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.375,
+ "avg": 9.40625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "The film begins with a medium shot at eye level, the camera panning slowly and gracefully to the right, parallel to a pristine white sofa in a minimalist modern house. A figure with long, dark brown hair lies quietly on their side, eyes closed, in peaceful repose. Dressed in a comfortable, oversized cream cashmere sweater and matching slacks, their figures complement the soft, textured, ball-like fabric of the low-profile sofa. As the camera steadily pans sideways, the frame widens, revealing the surrounding space: polished light oak floors, stark white walls, and a vast expanse of floor-to-ceiling glass that forms the entire back wall. Through the seamless glass, a tranquil, lush forest emerges, where tall, ancient pine trees stand above the moss-covered ground, bathed in the soft, diffused light of late afternoon. The soft, calm light permeates the room, casting long, gentle shadows and creating a tranquil, contemplative atmosphere of profound peace and solitude, as one becomes a small element within a magnificent, natural landscape.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a medium shot at eye level, a slow rightward pan, a pristine white sofa in a minimalist modern house, a figure with long dark brown hair lying quietly on the sofa, wearing a cream cashmere sweater and matching slacks, with a soft textured ball-like sofa, polished light oak floors, stark white walls, a floor-to-ceiling glass back wall, and a tranquil forest view through the glass. The lighting is soft and diffused, creating a tranquil, contemplative mood of profound peace and solitude.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but not high-end detail; there are occasional soft areas and minor compression artifacts. Lighting remains generally stable across shots, though some frames exhibit slight exposure variation. The pan is smooth and the composition stays coherent, but the overall sharpness and texture fidelity do not reach high-quality levels. No major distortions or abrupt changes are evident.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot at eye level, a slow rightward pan, a pristine white sofa, a minimalist modern setting, a figure with long dark hair lying on the sofa, and a tranquil forest visible through the floor-to-ceiling glass. Clothing details are not clearly resolved due to the figure being covered by a blanket, which introduces a minor discrepancy relative to the exact clothing description. Nevertheless, the scene conveys the intended mood and spatial arrangement with high fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and object interactions, with no obvious violations of physics. However, there are subtle cues that prevent a higher score: the blanket draping and some fabric behavior appear slightly idealized, and a few micro-interactions could be more physically precise. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 3.359375,
+ "MQ": 3.140625,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a medium shot at eye level, a slow rightward pan, a pristine white sofa in a minimalist modern house, a figure with long dark brown hair lying quietly on the sofa, wearing a cream cashmere sweater and matching slacks, with a soft textured ball-like sofa, polished light oak floors, stark white walls, a floor-to-ceiling glass back wall, and a tranquil forest view through the glass. The lighting is soft and diffused, creating a tranquil, contemplative mood of profound peace and solitude.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but not high-end detail; there are occasional soft areas and minor compression artifacts. Lighting remains generally stable across shots, though some frames exhibit slight exposure variation. The pan is smooth and the composition stays coherent, but the overall sharpness and texture fidelity do not reach high-quality levels. No major distortions or abrupt changes are evident.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot at eye level, a slow rightward pan, a pristine white sofa, a minimalist modern setting, a figure with long dark hair lying on the sofa, and a tranquil forest visible through the floor-to-ceiling glass. Clothing details are not clearly resolved due to the figure being covered by a blanket, which introduces a minor discrepancy relative to the exact clothing description. Nevertheless, the scene conveys the intended mood and spatial arrangement with high fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and object interactions, with no obvious violations of physics. However, there are subtle cues that prevent a higher score: the blanket draping and some fabric behavior appear slightly idealized, and a few micro-interactions could be more physically precise. 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": "The film begins with a medium shot at eye level, the camera panning slowly and gracefully to the right, parallel to a pristine white sofa in a minimalist modern house. A figure with long, dark brown hair lies quietly on their side, eyes closed, in peaceful repose. Dressed in a comfortable, oversized cream cashmere sweater and matching slacks, their figures complement the soft, textured, ball-like fabric of the low-profile sofa. As the camera steadily pans sideways, the frame widens, revealing the surrounding space: polished light oak floors, stark white walls, and a vast expanse of floor-to-ceiling glass that forms the entire back wall. Through the seamless glass, a tranquil, lush forest emerges, where tall, ancient pine trees stand above the moss-covered ground, bathed in the soft, diffused light of late afternoon. The soft, calm light permeates the room, casting long, gentle shadows and creating a tranquil, contemplative atmosphere of profound peace and solitude, as one becomes a small element within a magnificent, natural landscape.",
+ "seed": 12045,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_7/index_6863_seed_12045_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The film begins with a medium shot at eye level, the camera panning slowly and gracefully to the right, parallel to a pristine white sofa in a minimalist modern house. A figure with long, dark brown hair lies quietly on their side, eyes closed, in peaceful repose. Dressed in a comfortable, oversized cream cashmere sweater and matching slacks, their figures complement the soft, textured, ball-like fabric of the low-profile sofa. As the camera steadily pans sideways, the frame widens, revealing the surrounding space: polished light oak floors, stark white walls, and a vast expanse of floor-to-ceiling glass that forms the entire back wall. Through the seamless glass, a tranquil, lush forest emerges, where tall, ancient pine trees stand above the moss-covered ground, bathed in the soft, diffused light of late afternoon. The soft, calm light permeates the room, casting long, gentle shadows and creating a tranquil, contemplative atmosphere of profound peace and solitude, as one becomes a small element within a magnificent, natural landscape.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a medium shot at eye level, a slow rightward pan, a pristine white sofa in a minimalist modern house, a figure with long dark hair lying quietly on the sofa, wearing a cream oversized sweater and matching slacks, with a soft textured ball-like sofa, polished light oak floors, stark white walls, and a floor-to-ceiling glass back wall revealing a tranquil forest outside. The lighting is soft and diffused, suggesting late afternoon, and the overall mood is tranquil and contemplative.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The sequence remains stable with smooth transitions, and the lighting is warm and consistent across shots. No major distortions or abrupt changes are evident, though some fine details may be less sharp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot at eye level, a slow rightward pan, a pristine white sofa, a minimalist modern interior, a figure with long dark hair lying on the sofa, wearing a cream oversized sweater and matching slacks, and a soft textured sofa. The scene includes polished light oak floors, stark white walls, and a floor-to-ceiling glass back wall with a forest visible through it. The lighting conveys a soft, diffused quality reminiscent of late afternoon, and the mood feels tranquil and contemplative. Minor deviations exist in exact pose nuances and fabric texture, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The spatial arrangement and lighting are coherent, and the interaction between the figure and the sofa reads plausibly. There are subtle inconsistencies in body positioning and fabric behavior that could be refined, but nothing breaks the overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 3.75,
+ "MQ": 2.96875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a medium shot at eye level, a slow rightward pan, a pristine white sofa in a minimalist modern house, a figure with long dark hair lying quietly on the sofa, wearing a cream oversized sweater and matching slacks, with a soft textured ball-like sofa, polished light oak floors, stark white walls, and a floor-to-ceiling glass back wall revealing a tranquil forest outside. The lighting is soft and diffused, suggesting late afternoon, and the overall mood is tranquil and contemplative.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The sequence remains stable with smooth transitions, and the lighting is warm and consistent across shots. No major distortions or abrupt changes are evident, though some fine details may be less sharp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot at eye level, a slow rightward pan, a pristine white sofa, a minimalist modern interior, a figure with long dark hair lying on the sofa, wearing a cream oversized sweater and matching slacks, and a soft textured sofa. The scene includes polished light oak floors, stark white walls, and a floor-to-ceiling glass back wall with a forest visible through it. The lighting conveys a soft, diffused quality reminiscent of late afternoon, and the mood feels tranquil and contemplative. Minor deviations exist in exact pose nuances and fabric texture, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The spatial arrangement and lighting are coherent, and the interaction between the figure and the sofa reads plausibly. There are subtle inconsistencies in body positioning and fabric behavior that could be refined, but nothing breaks the overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_8/index_tensor([6960, 6960])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_8/index_tensor([6960, 6960])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..52b785a8a3ab632f128e215ba3f0053a8c71e347
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_8/index_tensor([6960, 6960])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dramatic, low-angle, wide shot, held still, gazes at a massive industrial chimney piercing the sky. Constructed of dark, weathered, soot-stained brick, and ringed with corroded iron sheets, the structure exudes a vast, decaying power. From its vast, rounded maw, a vast, unnaturally colored plume of smoke billows relentlessly upward. The smoke is a sickening, swirling mixture of deep burgundy and toxic yellow-green, with an oily, dense texture that catches the dim, flat light. It doesn't simply rise but churns and erupts violently, unfolding into vast, bulbous clouds that expand and merge into a desolate, utterly gloomy sky—a uniform, leaden ceiling. The entire scene is bathed in a cold, shadowless light, creating an oppressive, dystopian atmosphere of uncontrolled industrial pollution and ecological fear.",
+ "seed": 8183,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_8/index_6960_seed_8183_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 10.125,
+ "avg": 10.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dramatic, low-angle, wide shot, held still, gazes at a massive industrial chimney piercing the sky. Constructed of dark, weathered, soot-stained brick, and ringed with corroded iron sheets, the structure exudes a vast, decaying power. From its vast, rounded maw, a vast, unnaturally colored plume of smoke billows relentlessly upward. The smoke is a sickening, swirling mixture of deep burgundy and toxic yellow-green, with an oily, dense texture that catches the dim, flat light. It doesn't simply rise but churns and erupts violently, unfolding into vast, bulbous clouds that expand and merge into a desolate, utterly gloomy sky—a uniform, leaden ceiling. The entire scene is bathed in a cold, shadowless light, creating an oppressive, dystopian atmosphere of uncontrolled industrial pollution and ecological fear.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle, wide shot of a massive industrial chimney piercing the sky, constructed of dark, weathered brick with corroded iron sheets. A vast, decaying power is conveyed as the structure emits a large, unnaturally colored plume of smoke that rises and spreads into bulbous clouds against a desolate, gloomy sky under dim, flat lighting and a cold, shadowless atmosphere, conveying ecological fear.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chimney and smoke, with stable framing and consistent lighting. However, there are noticeable issues: color grading is not fully faithful to the prompt (the smoke reads more pinkish/white rather than the specified deep burgundy and yellow-green), and some fine details are not consistently sharp. The sequence remains coherent, 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 essential elements: dramatic low-angle composition, a prominent chimney, weathered appearance, and a substantial smoke emission. The core narrative—industrial decay and environmental threat—is well conveyed. Minor deviations include color palette differences and occasional softness in detail, yet these do not substantially detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The smoke behavior follows plausible dynamics and the industrial setting appears credible. Some aspects feel slightly stylized or simplified, such as uniform cloud shapes and limited turbulence, which reduces realism but maintains overall coherence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.6875,
+ "MQ": 3.21875,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle, wide shot of a massive industrial chimney piercing the sky, constructed of dark, weathered brick with corroded iron sheets. A vast, decaying power is conveyed as the structure emits a large, unnaturally colored plume of smoke that rises and spreads into bulbous clouds against a desolate, gloomy sky under dim, flat lighting and a cold, shadowless atmosphere, conveying ecological fear.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chimney and smoke, with stable framing and consistent lighting. However, there are noticeable issues: color grading is not fully faithful to the prompt (the smoke reads more pinkish/white rather than the specified deep burgundy and yellow-green), and some fine details are not consistently sharp. The sequence remains coherent, 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 essential elements: dramatic low-angle composition, a prominent chimney, weathered appearance, and a substantial smoke emission. The core narrative—industrial decay and environmental threat—is well conveyed. Minor deviations include color palette differences and occasional softness in detail, yet these do not substantially detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The smoke behavior follows plausible dynamics and the industrial setting appears credible. Some aspects feel slightly stylized or simplified, such as uniform cloud shapes and limited turbulence, which reduces realism but maintains overall coherence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic, low-angle, wide shot, held still, gazes at a massive industrial chimney piercing the sky. Constructed of dark, weathered, soot-stained brick, and ringed with corroded iron sheets, the structure exudes a vast, decaying power. From its vast, rounded maw, a vast, unnaturally colored plume of smoke billows relentlessly upward. The smoke is a sickening, swirling mixture of deep burgundy and toxic yellow-green, with an oily, dense texture that catches the dim, flat light. It doesn't simply rise but churns and erupts violently, unfolding into vast, bulbous clouds that expand and merge into a desolate, utterly gloomy sky—a uniform, leaden ceiling. The entire scene is bathed in a cold, shadowless light, creating an oppressive, dystopian atmosphere of uncontrolled industrial pollution and ecological fear.",
+ "seed": 8184,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_8/index_6960_seed_8184_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": 2.984375,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.8125,
+ "avg": 9.78125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle, wide shot of a massive industrial chimney with dark, weathered brick construction and corroded iron sheets. A vast, decaying power is conveyed through the scene. The smoke emerges from a large circular opening, appearing as a sickening, swirling mix of deep burgundy and toxic yellow-green with an oily, dense texture under dim, flat lighting. The smoke does not rise smoothly but instead explodes outward in bulbous clouds that expand and merge against a desolate, gloomy sky bathed in a cold, shadowless light, producing an oppressive, dystopian mood of uncontrolled pollution.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the industrial structure and smoke plumes clearly discernible. There are no major distortions or artifacts, and color grading remains stable across shots. However, the sequence lacks high-end polish and some fine-grained detail, which keeps it from a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a low-angle, wide framing; a massive, dark, weathered chimney with visible weathering; a substantial, decaying industrial presence; and a dramatic smoke plume with the described color and texture. The smoke behavior—unusual coloration and dynamic, bulbous expansion—is well represented. The atmospheric mood aligns with the intended dystopian feel. Minor deviations exist in the exact timing of the smoke dynamics and in the precise emphasis of certain prompt details, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible industrial scale and smoke emission, with believable structural cues. Some aspects of the smoke’s color, volume, and rapid expansion are stylized rather than strictly physically accurate, which slightly reduces realism while preserving narrative impact.\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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+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 3.6875,
+ "MQ": 3.109375,
+ "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 dramatic, low-angle, wide shot of a massive industrial chimney with dark, weathered brick construction and corroded iron sheets. A vast, decaying power is conveyed through the scene. The smoke emerges from a large circular opening, appearing as a sickening, swirling mix of deep burgundy and toxic yellow-green with an oily, dense texture under dim, flat lighting. The smoke does not rise smoothly but instead explodes outward in bulbous clouds that expand and merge against a desolate, gloomy sky bathed in a cold, shadowless light, producing an oppressive, dystopian mood of uncontrolled pollution.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the industrial structure and smoke plumes clearly discernible. There are no major distortions or artifacts, and color grading remains stable across shots. However, the sequence lacks high-end polish and some fine-grained detail, which keeps it from a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a low-angle, wide framing; a massive, dark, weathered chimney with visible weathering; a substantial, decaying industrial presence; and a dramatic smoke plume with the described color and texture. The smoke behavior—unusual coloration and dynamic, bulbous expansion—is well represented. The atmospheric mood aligns with the intended dystopian feel. Minor deviations exist in the exact timing of the smoke dynamics and in the precise emphasis of certain prompt details, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible industrial scale and smoke emission, with believable structural cues. Some aspects of the smoke’s color, volume, and rapid expansion are stylized rather than strictly physically accurate, which slightly reduces realism while preserving narrative impact.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 8185,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_8/index_6960_seed_8185_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.875,
+ "avg": 9.859375,
+ "reward_records": [
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+ "question": "dramatic, low-angle, wide shot, held still, gazes at a massive industrial chimney piercing the sky. Constructed of dark, weathered, soot-stained brick, and ringed with corroded iron sheets, the structure exudes a vast, decaying power. From its vast, rounded maw, a vast, unnaturally colored plume of smoke billows relentlessly upward. The smoke is a sickening, swirling mixture of deep burgundy and toxic yellow-green, with an oily, dense texture that catches the dim, flat light. It doesn't simply rise but churns and erupts violently, unfolding into vast, bulbous clouds that expand and merge into a desolate, utterly gloomy sky—a uniform, leaden ceiling. The entire scene is bathed in a cold, shadowless light, creating an oppressive, dystopian atmosphere of uncontrolled industrial pollution and ecological fear.",
+ "token_credit_reward": 9.875,
+ "selected_reward": 9.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle, wide shot of a massive industrial chimney with dark, weathered brick construction and corroded iron sheets. A vast, decaying power is conveyed through the scene, with a large, unnaturally colored smoke plume rising from the chimney. The smoke is described as a sickening, swirling mixture of deep burgundy and toxic yellow-green, with an oily, dense texture under dim, flat lighting. The plume does not simply rise but instead churns and erupts, expanding into bulbous clouds against a desolate, gloomy sky bathed in a cold, shadowless light, producing an oppressive, dystopian atmosphere of uncontrolled pollution.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chimney and smoke, with stable framing and consistent lighting. However, there are noticeable issues: the smoke rendering appears somewhat artificial or stylized rather than fully photorealistic, and color grading is not perfectly faithful to the prompt’s palette. No major distortions or artifacts are evident, and transitions between frames are smooth, but the scene 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 massive, weathered chimney; a substantial, colorfully distinctive smoke plume; and a desolate, gloomy sky with oppressive lighting. Some nuanced details—such as exact material textures and subtle motion dynamics—are present but not perfectly matched, resulting in minor deviations from perfect fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene presents plausible industrial-scale emissions and atmospheric dispersion, with smoke rising and spreading in a manner broadly aligned with expectations. However, certain aspects—such as the uniformity of the plume and the absence of dynamic wind effects—read as slightly stylized rather than strictly physically accurate. Overall, the behavior remains believable within a stylized rendering.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.703125,
+ "MQ": 3.1875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle, wide shot of a massive industrial chimney with dark, weathered brick construction and corroded iron sheets. A vast, decaying power is conveyed through the scene, with a large, unnaturally colored smoke plume rising from the chimney. The smoke is described as a sickening, swirling mixture of deep burgundy and toxic yellow-green, with an oily, dense texture under dim, flat lighting. The plume does not simply rise but instead churns and erupts, expanding into bulbous clouds against a desolate, gloomy sky bathed in a cold, shadowless light, producing an oppressive, dystopian atmosphere of uncontrolled pollution.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chimney and smoke, with stable framing and consistent lighting. However, there are noticeable issues: the smoke rendering appears somewhat artificial or stylized rather than fully photorealistic, and color grading is not perfectly faithful to the prompt’s palette. No major distortions or artifacts are evident, and transitions between frames are smooth, but the scene 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 massive, weathered chimney; a substantial, colorfully distinctive smoke plume; and a desolate, gloomy sky with oppressive lighting. Some nuanced details—such as exact material textures and subtle motion dynamics—are present but not perfectly matched, resulting in minor deviations from perfect fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene presents plausible industrial-scale emissions and atmospheric dispersion, with smoke rising and spreading in a manner broadly aligned with expectations. However, certain aspects—such as the uniformity of the plume and the absence of dynamic wind effects—read as slightly stylized rather than strictly physically accurate. Overall, the behavior remains believable within a stylized rendering.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic, low-angle, wide shot, held still, gazes at a massive industrial chimney piercing the sky. Constructed of dark, weathered, soot-stained brick, and ringed with corroded iron sheets, the structure exudes a vast, decaying power. From its vast, rounded maw, a vast, unnaturally colored plume of smoke billows relentlessly upward. The smoke is a sickening, swirling mixture of deep burgundy and toxic yellow-green, with an oily, dense texture that catches the dim, flat light. It doesn't simply rise but churns and erupts violently, unfolding into vast, bulbous clouds that expand and merge into a desolate, utterly gloomy sky—a uniform, leaden ceiling. The entire scene is bathed in a cold, shadowless light, creating an oppressive, dystopian atmosphere of uncontrolled industrial pollution and ecological fear.",
+ "seed": 8186,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_8/index_6960_seed_8186_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.8125,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 10.0625,
+ "avg": 10.03125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic, low-angle, wide shot, held still, gazes at a massive industrial chimney piercing the sky. Constructed of dark, weathered, soot-stained brick, and ringed with corroded iron sheets, the structure exudes a vast, decaying power. From its vast, rounded maw, a vast, unnaturally colored plume of smoke billows relentlessly upward. The smoke is a sickening, swirling mixture of deep burgundy and toxic yellow-green, with an oily, dense texture that catches the dim, flat light. It doesn't simply rise but churns and erupts violently, unfolding into vast, bulbous clouds that expand and merge into a desolate, utterly gloomy sky—a uniform, leaden ceiling. The entire scene is bathed in a cold, shadowless light, creating an oppressive, dystopian atmosphere of uncontrolled industrial pollution and ecological fear.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle, wide shot of a massive industrial chimney with a dark, weathered appearance, a corroded iron ring, and a vast, decaying power. A large, unnaturally colored plume of smoke billows from the chimney, with a sickening, swirling mix of deep burgundy and toxic yellow-green, thick and viscous, rising and expanding into bulbous clouds under a desolate, gloomy sky bathed in a cold, shadowless light, conveying ecological fear.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chimney and smoke, with stable framing and consistent lighting. However, there are occasional minor artifacts and slight color/contrast inconsistencies across frames, preventing a higher rating. The smoke rendering is plausible but not exceptionally refined, and some fine-grain details could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: dramatic low-angle composition, a large industrial chimney, dark weathered appearance, visible corroded details, and a substantial plume. The color palette leans toward the described deep burgundy and yellow-green, and the plume rises and expands as described. Some nuanced aspects such as the exact motion dynamics or atmospheric mood may not be perfectly matched, but the core alignment remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The plume rises and disperses in a manner broadly consistent with basic smoke behavior, and the industrial structure appears plausible. However, there are subtle deviations in dispersion patterns and color transitions that reduce realism slightly, indicating room for improvement in physical fidelity.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.8125,
+ "MQ": 3.171875,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle, wide shot of a massive industrial chimney with a dark, weathered appearance, a corroded iron ring, and a vast, decaying power. A large, unnaturally colored plume of smoke billows from the chimney, with a sickening, swirling mix of deep burgundy and toxic yellow-green, thick and viscous, rising and expanding into bulbous clouds under a desolate, gloomy sky bathed in a cold, shadowless light, conveying ecological fear.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chimney and smoke, with stable framing and consistent lighting. However, there are occasional minor artifacts and slight color/contrast inconsistencies across frames, preventing a higher rating. The smoke rendering is plausible but not exceptionally refined, and some fine-grain details could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: dramatic low-angle composition, a large industrial chimney, dark weathered appearance, visible corroded details, and a substantial plume. The color palette leans toward the described deep burgundy and yellow-green, and the plume rises and expands as described. Some nuanced aspects such as the exact motion dynamics or atmospheric mood may not be perfectly matched, but the core alignment remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The plume rises and disperses in a manner broadly consistent with basic smoke behavior, and the industrial structure appears plausible. However, there are subtle deviations in dispersion patterns and color transitions that reduce realism slightly, indicating room for improvement in physical fidelity.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_9/index_tensor([2569, 2569])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_9/index_tensor([2569, 2569])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b74ed88804296ca4370ec4c3fc9070f433586f71
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_9/index_tensor([2569, 2569])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 5362,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_9/index_2569_seed_5362_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 2.328125,
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+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 8.4375,
+ "avg": 8.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The scene begins with a breathtaking wide shot, then immediately begins a rapid push-in, sending the viewer hurtling through space. The entire field of view is rendered in the iconic Matrix style, suffused with a distinctive green hue and filled with vertically cascading digital rain of glowing green characters. At the center of this digital maelstrom, a vast space elevator tether, a vast ribbon of dark, interwoven material, stretches from the faint curve of the planet below to the infinite darkness above. A sleek climber pod, shaped like an aerodynamic projectile and featuring a polished dark metal shell that reflects the falling green code, is launched skyward along this tether at breathtaking speed. Its powerful acceleration is marked by a shimmering, erratic energy trail—a vibrant, pulsating trail of bright green plasma that crackles and spurts, casting a dynamic strobe light across the pod's surface and the adjacent sections of the tether. As the camera zooms forward, the pod rapidly grows in size, its intricate details becoming visible: the seamless connection of its armor plating, the faint glow emanating from the forward-facing viewing area, and the powerful magnetic clamps that slide frictionlessly along the track. Digital rain appears to flow over its hull like water, momentarily revealing and then blurring its form, creating a surreal atmosphere of high-tech, breakneck speed and digital transcendence.",
+ "token_credit_reward": 8.4375,
+ "selected_reward": 8.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a futuristic space scene featuring a Matrix-like aesthetic with a green palette, a space elevator, a sleek climber pod, and a dynamic sequence where the pod launches along the tether with energy trails and camera movement. The description remains consistent with the intended concept.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some clarity but also noticeable artifacts and inconsistencies. The green Matrix-style rain is present, yet rendering quality varies across frames, with occasional distortions and color shifts. The space environment and the Earth backdrop are recognizable, but fine details and textures are not consistently crisp, and some frame-to-frame stability issues affect perceived sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: Matrix-inspired visuals, a space setting, a space elevator structure, a sleek pod, and energy trails. The sequence conveys rapid ascent and camera motion, and the general progression matches the described scenario. Minor deviations exist in exact geometry or timing, but they do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible space dynamics and a tether-based ascent, but several aspects rely on stylized effects and simplified physics. The pod’s trajectory and energy interactions are believable within the sci-fi context, yet some cues (e.g., uniform acceleration, abrupt transitions) feel less physically rigorous.\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": 2.328125,
+ "TA": 3.203125,
+ "MQ": 2.890625,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a futuristic space scene featuring a Matrix-like aesthetic with a green palette, a space elevator, a sleek climber pod, and a dynamic sequence where the pod launches along the tether with energy trails and camera movement. The description remains consistent with the intended concept.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some clarity but also noticeable artifacts and inconsistencies. The green Matrix-style rain is present, yet rendering quality varies across frames, with occasional distortions and color shifts. The space environment and the Earth backdrop are recognizable, but fine details and textures are not consistently crisp, and some frame-to-frame stability issues affect perceived sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: Matrix-inspired visuals, a space setting, a space elevator structure, a sleek pod, and energy trails. The sequence conveys rapid ascent and camera motion, and the general progression matches the described scenario. Minor deviations exist in exact geometry or timing, but they do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible space dynamics and a tether-based ascent, but several aspects rely on stylized effects and simplified physics. The pod’s trajectory and energy interactions are believable within the sci-fi context, yet some cues (e.g., uniform acceleration, abrupt transitions) feel less physically rigorous.\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": 5363,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_9/index_2569_seed_5363_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "video_score2_overall": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a futuristic scene with a space elevator, a sleek climber pod ascending at speed, a Matrix-like aesthetic with green digital rain, and a dramatic camera push-in. The video captures several elements of this concept but does not fully realize the extreme velocity or the dense digital rain effects described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the spacecraft and Earth, with consistent lighting and color balance. There are no major distortions or artifacts, and the imagery remains coherent across frames. However, the sequence lacks the high-end polish and dynamic visual flair suggested by the prompt, resulting in an average level of visual fidelity rather than a standout one.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes recognizable elements such as a sleek pod, a space setting, and a green-hued aesthetic reminiscent of the Matrix, but key aspects—specifically the extreme velocity implied by the prompt and the dense, cascading digital rain—are underrepresented. The camera motion exists but does not convincingly convey a rapid, immersive push-in, and the overall alignment remains average rather than strong.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The spacecraft design and Earth rendering appear plausible, and basic physics cues (lighting, scale) are reasonable. However, the propulsion dynamics and trajectory do not strongly convey high-speed ascent, and some cues (e.g., acceleration intensity, interaction with the tether) feel only moderately convincing. Overall, the scene maintains basic realism without strong emphasis on advanced propulsion realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 2.140625,
+ "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 futuristic scene with a space elevator, a sleek climber pod ascending at speed, a Matrix-like aesthetic with green digital rain, and a dramatic camera push-in. The video captures several elements of this concept but does not fully realize the extreme velocity or the dense digital rain effects described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the spacecraft and Earth, with consistent lighting and color balance. There are no major distortions or artifacts, and the imagery remains coherent across frames. However, the sequence lacks the high-end polish and dynamic visual flair suggested by the prompt, resulting in an average level of visual fidelity rather than a standout one.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes recognizable elements such as a sleek pod, a space setting, and a green-hued aesthetic reminiscent of the Matrix, but key aspects—specifically the extreme velocity implied by the prompt and the dense, cascading digital rain—are underrepresented. The camera motion exists but does not convincingly convey a rapid, immersive push-in, and the overall alignment remains average rather than strong.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The spacecraft design and Earth rendering appear plausible, and basic physics cues (lighting, scale) are reasonable. However, the propulsion dynamics and trajectory do not strongly convey high-speed ascent, and some cues (e.g., acceleration intensity, interaction with the tether) feel only moderately convincing. Overall, the scene maintains basic realism without strong emphasis on advanced propulsion 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": 5364,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_9/index_2569_seed_5364_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.1875,
+ "video_score2_ta": 3.25,
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+ "video_score2_overall": 9.3125,
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+ "question": "The scene begins with a breathtaking wide shot, then immediately begins a rapid push-in, sending the viewer hurtling through space. The entire field of view is rendered in the iconic Matrix style, suffused with a distinctive green hue and filled with vertically cascading digital rain of glowing green characters. At the center of this digital maelstrom, a vast space elevator tether, a vast ribbon of dark, interwoven material, stretches from the faint curve of the planet below to the infinite darkness above. A sleek climber pod, shaped like an aerodynamic projectile and featuring a polished dark metal shell that reflects the falling green code, is launched skyward along this tether at breathtaking speed. Its powerful acceleration is marked by a shimmering, erratic energy trail—a vibrant, pulsating trail of bright green plasma that crackles and spurts, casting a dynamic strobe light across the pod's surface and the adjacent sections of the tether. As the camera zooms forward, the pod rapidly grows in size, its intricate details becoming visible: the seamless connection of its armor plating, the faint glow emanating from the forward-facing viewing area, and the powerful magnetic clamps that slide frictionlessly along the track. Digital rain appears to flow over its hull like water, momentarily revealing and then blurring its form, creating a surreal atmosphere of high-tech, breakneck speed and digital transcendence.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a futuristic scene featuring a space elevator, a sleek climber pod ascending at high speed, Matrix-like digital rain, and a dramatic camera push-in. The core elements—space setting, a central tether, a pod with a dark metallic shell, and a green energy trail—are present in spirit, but several aspects are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The imagery shows decent resolution and clear depiction of the pod and energy effects, with consistent lighting and color balance. However, there are occasional minor artifacts and slight softness in some frames, preventing a higher-fidelity impression. The sequence remains coherent and legible, though it does not reach peak visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the essential idea of a pod ascending along a tether with a green energy trail, but key prompt details are underrepresented or ambiguous: the Matrix-style digital rain is not convincingly realized, and the depiction of the vast, interwoven tether and the precise interaction between the pod and the track is not consistently clear. The camera push-in exists but is not strongly emphasized throughout.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The motion conveys high-speed ascent with plausible-looking propulsion cues, but some dynamics feel stylized rather than physically rigorous. The interaction between the pod and the tether, as well as the distribution of digital rain, lacks full physical grounding, resulting in a believable yet imperfectly consistent portrayal.\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": 3.1875,
+ "TA": 3.25,
+ "MQ": 2.859375,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a futuristic scene featuring a space elevator, a sleek climber pod ascending at high speed, Matrix-like digital rain, and a dramatic camera push-in. The core elements—space setting, a central tether, a pod with a dark metallic shell, and a green energy trail—are present in spirit, but several aspects are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The imagery shows decent resolution and clear depiction of the pod and energy effects, with consistent lighting and color balance. However, there are occasional minor artifacts and slight softness in some frames, preventing a higher-fidelity impression. The sequence remains coherent and legible, though it does not reach peak visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the essential idea of a pod ascending along a tether with a green energy trail, but key prompt details are underrepresented or ambiguous: the Matrix-style digital rain is not convincingly realized, and the depiction of the vast, interwoven tether and the precise interaction between the pod and the track is not consistently clear. The camera push-in exists but is not strongly emphasized throughout.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The motion conveys high-speed ascent with plausible-looking propulsion cues, but some dynamics feel stylized rather than physically rigorous. The interaction between the pod and the tether, as well as the distribution of digital rain, lacks full physical grounding, resulting in a believable yet imperfectly consistent portrayal.\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": 5365,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000075/group_9/index_2569_seed_5365_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.125,
+ "video_score2_ta": 3.125,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 8.0625,
+ "avg": 8.046875,
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+ "question_id": "videoscore2_overall",
+ "question": "The scene begins with a breathtaking wide shot, then immediately begins a rapid push-in, sending the viewer hurtling through space. The entire field of view is rendered in the iconic Matrix style, suffused with a distinctive green hue and filled with vertically cascading digital rain of glowing green characters. At the center of this digital maelstrom, a vast space elevator tether, a vast ribbon of dark, interwoven material, stretches from the faint curve of the planet below to the infinite darkness above. A sleek climber pod, shaped like an aerodynamic projectile and featuring a polished dark metal shell that reflects the falling green code, is launched skyward along this tether at breathtaking speed. Its powerful acceleration is marked by a shimmering, erratic energy trail—a vibrant, pulsating trail of bright green plasma that crackles and spurts, casting a dynamic strobe light across the pod's surface and the adjacent sections of the tether. As the camera zooms forward, the pod rapidly grows in size, its intricate details becoming visible: the seamless connection of its armor plating, the faint glow emanating from the forward-facing viewing area, and the powerful magnetic clamps that slide frictionlessly along the track. Digital rain appears to flow over its hull like water, momentarily revealing and then blurring its form, creating a surreal atmosphere of high-tech, breakneck speed and digital transcendence.",
+ "token_credit_reward": 8.0625,
+ "selected_reward": 8.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a futuristic scene featuring a space elevator, a sleek climber pod ascending at high speed, Matrix-like aesthetics with green digital rain, and a surreal atmosphere of high-tech, breakneck speed and digital transcendence. The core elements—space elevator, pod, vertical ascent, and intense green effects—are present in spirit, but several aspects are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, the visuals are moderate in quality. The first frame shows reasonable detail, while subsequent frames introduce motion blur and some loss of clarity during rapid movement. The green digital rain and lighting are visually engaging, but the sequence exhibits occasional instability and blur that reduce sharpness. The result is a mid-range visual quality rather than consistently crisp imagery.\n\nText-to-Video Alignment Analysis:\nThe video captures the essential concept of a high-tech ascent with a green-dominant aesthetic and a sleek vehicle. However, key specifics from the prompt—such as a clearly defined space elevator structure and a precise depiction of the pod’s trajectory—are not consistently realized. The alignment is acceptable but not exact, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene embraces a stylized, sci-fi physics approach, with dramatic acceleration and energy effects that feel intentional rather than physically accurate. While the visuals maintain internal coherence within the Matrix-inspired framework, they do not adhere to real-world physics, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.125,
+ "MQ": 2.796875,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a futuristic scene featuring a space elevator, a sleek climber pod ascending at high speed, Matrix-like aesthetics with green digital rain, and a surreal atmosphere of high-tech, breakneck speed and digital transcendence. The core elements—space elevator, pod, vertical ascent, and intense green effects—are present in spirit, but several aspects are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, the visuals are moderate in quality. The first frame shows reasonable detail, while subsequent frames introduce motion blur and some loss of clarity during rapid movement. The green digital rain and lighting are visually engaging, but the sequence exhibits occasional instability and blur that reduce sharpness. The result is a mid-range visual quality rather than consistently crisp imagery.\n\nText-to-Video Alignment Analysis:\nThe video captures the essential concept of a high-tech ascent with a green-dominant aesthetic and a sleek vehicle. However, key specifics from the prompt—such as a clearly defined space elevator structure and a precise depiction of the pod’s trajectory—are not consistently realized. The alignment is acceptable but not exact, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene embraces a stylized, sci-fi physics approach, with dramatic acceleration and energy effects that feel intentional rather than physically accurate. While the visuals maintain internal coherence within the Matrix-inspired framework, they do not adhere to real-world physics, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_1/index_tensor([8321, 8321])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_1/index_tensor([8321, 8321])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f98a43ce8dcf612fbc4782718164cf3c2f0b7a9e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_1/index_tensor([8321, 8321])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 15287,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_1/index_8321_seed_15287_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.25,
+ "video_score2_ta": 2.25,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 8.75,
+ "avg": 8.734375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up time-lapse captures the captivating blossoming of a hibiscus flower against a completely black, featureless background. The sequence begins with the flower, a tightly curled, deep burgundy bud, its shape defined solely by an off-camera light source, casting a warm, buttery-yellow glow from the right. This light meticulously traces a bright halo along the bud's edges, creating soft, deep shadows within its crevices. As the timelapse progresses, the petals at the base of the bud gracefully peel away, and the petals begin to slowly and deliberately unfold. Each petal spirals outward, catching the warm light and highlighting its velvety texture and delicate, intricate network of veins within. The movement is fluid and continuous, culminating in the flower's full, glorious bloom. The broad, supple petals take on a perfect, delicate shape, fully embracing the light and revealing the vibrant yellow stem at its core, creating a tranquil, magical atmosphere of natural wonder.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up time-lapse of a hibiscus flower blooming against a completely black background. It outlines a sequence where a tightly curled, deep burgundy bud opens under warm lighting, with petals peeling away and gradually unfolding as the flower blooms. The final state should show broad, supple petals and a visible yellow stem, conveying a tranquil, magical atmosphere of natural wonder.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color fidelity, but there are occasional softness and minor artifacts that prevent a higher rating. The lighting remains warm and consistent across shots, and the black background provides strong contrast. The sequence appears smooth enough to convey progression, though some frames exhibit slight blur or noise that temper overall sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video presents a close-up of a flower and shows a blooming progression, several key elements from the description are not convincingly realized. The initial deep burgundy, tightly curled bud and the dramatic edge lighting described in the prompt are not clearly depicted; the background is black but lacks the specified featureless appearance. The timing and progression of petal opening are present but do not consistently reflect the precise narrative outlined in the prompt, resulting in only partial fidelity to the intended scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression, with gradual petal separation and outward unfolding. Lighting and shading remain coherent with a single light source, and the overall motion feels natural. However, there are minor inconsistencies in timing and subtle petal dynamics that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.25,
+ "TA": 2.25,
+ "MQ": 3.234375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up time-lapse of a hibiscus flower blooming against a completely black background. It outlines a sequence where a tightly curled, deep burgundy bud opens under warm lighting, with petals peeling away and gradually unfolding as the flower blooms. The final state should show broad, supple petals and a visible yellow stem, conveying a tranquil, magical atmosphere of natural wonder.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color fidelity, but there are occasional softness and minor artifacts that prevent a higher rating. The lighting remains warm and consistent across shots, and the black background provides strong contrast. The sequence appears smooth enough to convey progression, though some frames exhibit slight blur or noise that temper overall sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video presents a close-up of a flower and shows a blooming progression, several key elements from the description are not convincingly realized. The initial deep burgundy, tightly curled bud and the dramatic edge lighting described in the prompt are not clearly depicted; the background is black but lacks the specified featureless appearance. The timing and progression of petal opening are present but do not consistently reflect the precise narrative outlined in the prompt, resulting in only partial fidelity to the intended scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression, with gradual petal separation and outward unfolding. Lighting and shading remain coherent with a single light source, and the overall motion feels natural. However, there are minor inconsistencies in timing and subtle petal dynamics that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 15288,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_1/index_8321_seed_15288_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.4375,
+ "video_score2_ta": 3.203125,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 10.6875,
+ "avg": 10.703125,
+ "reward_records": [
+ {
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+ "question": "static, extreme close-up time-lapse captures the captivating blossoming of a hibiscus flower against a completely black, featureless background. The sequence begins with the flower, a tightly curled, deep burgundy bud, its shape defined solely by an off-camera light source, casting a warm, buttery-yellow glow from the right. This light meticulously traces a bright halo along the bud's edges, creating soft, deep shadows within its crevices. As the timelapse progresses, the petals at the base of the bud gracefully peel away, and the petals begin to slowly and deliberately unfold. Each petal spirals outward, catching the warm light and highlighting its velvety texture and delicate, intricate network of veins within. The movement is fluid and continuous, culminating in the flower's full, glorious bloom. The broad, supple petals take on a perfect, delicate shape, fully embracing the light and revealing the vibrant yellow stem at its core, creating a tranquil, magical atmosphere of natural wonder.",
+ "token_credit_reward": 10.6875,
+ "selected_reward": 10.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up time-lapse of a hibiscus flower blooming against a completely black background. It outlines a sequence where the flower starts as a tightly curled deep burgundy bud, with warm lighting from the right tracing a halo along the edges, followed by petals peeling away and unfolding in a spiral pattern to reveal a vibrant yellow stem. The overall mood is one of natural wonder and a tranquil, magical atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the flower details are generally clear, with good color rendering and consistent lighting. There are no major artifacts or distortions, and the progression between frames is smooth. However, there are occasional minor imperfections (e.g., slight softness or subtle noise in some frames) that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely follows the described sequence: it presents a close-up of a blooming flower against a dark background, with a progression from a more tightly curled form to a fuller bloom. The lighting and color cues are broadly consistent with the prompt, and the general progression matches the intended narrative. Some specifics—such as exact timing of each petal’s spiral outward and the precise moment of stem visibility—are not perfectly synchronized, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is rated 4/5.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to plausible botanical growth patterns, with a believable transition from bud to bloom and coherent lighting interactions. While the sequence remains largely consistent with real-world expectations, there are minor deviations in timing and micro-motions that prevent a perfect match. Overall, Physical/Common-sense Consistency is rated 4/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.4375,
+ "TA": 3.203125,
+ "MQ": 4.0625,
+ "Overall": 10.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up time-lapse of a hibiscus flower blooming against a completely black background. It outlines a sequence where the flower starts as a tightly curled deep burgundy bud, with warm lighting from the right tracing a halo along the edges, followed by petals peeling away and unfolding in a spiral pattern to reveal a vibrant yellow stem. The overall mood is one of natural wonder and a tranquil, magical atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the flower details are generally clear, with good color rendering and consistent lighting. There are no major artifacts or distortions, and the progression between frames is smooth. However, there are occasional minor imperfections (e.g., slight softness or subtle noise in some frames) that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely follows the described sequence: it presents a close-up of a blooming flower against a dark background, with a progression from a more tightly curled form to a fuller bloom. The lighting and color cues are broadly consistent with the prompt, and the general progression matches the intended narrative. Some specifics—such as exact timing of each petal’s spiral outward and the precise moment of stem visibility—are not perfectly synchronized, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is rated 4/5.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to plausible botanical growth patterns, with a believable transition from bud to bloom and coherent lighting interactions. While the sequence remains largely consistent with real-world expectations, there are minor deviations in timing and micro-motions that prevent a perfect match. Overall, Physical/Common-sense Consistency is rated 4/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up time-lapse captures the captivating blossoming of a hibiscus flower against a completely black, featureless background. The sequence begins with the flower, a tightly curled, deep burgundy bud, its shape defined solely by an off-camera light source, casting a warm, buttery-yellow glow from the right. This light meticulously traces a bright halo along the bud's edges, creating soft, deep shadows within its crevices. As the timelapse progresses, the petals at the base of the bud gracefully peel away, and the petals begin to slowly and deliberately unfold. Each petal spirals outward, catching the warm light and highlighting its velvety texture and delicate, intricate network of veins within. The movement is fluid and continuous, culminating in the flower's full, glorious bloom. The broad, supple petals take on a perfect, delicate shape, fully embracing the light and revealing the vibrant yellow stem at its core, creating a tranquil, magical atmosphere of natural wonder.",
+ "seed": 15289,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_1/index_8321_seed_15289_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 3.390625,
+ "video_score2_overall": 9.1875,
+ "avg": 9.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up time-lapse captures the captivating blossoming of a hibiscus flower against a completely black, featureless background. The sequence begins with the flower, a tightly curled, deep burgundy bud, its shape defined solely by an off-camera light source, casting a warm, buttery-yellow glow from the right. This light meticulously traces a bright halo along the bud's edges, creating soft, deep shadows within its crevices. As the timelapse progresses, the petals at the base of the bud gracefully peel away, and the petals begin to slowly and deliberately unfold. Each petal spirals outward, catching the warm light and highlighting its velvety texture and delicate, intricate network of veins within. The movement is fluid and continuous, culminating in the flower's full, glorious bloom. The broad, supple petals take on a perfect, delicate shape, fully embracing the light and revealing the vibrant yellow stem at its core, creating a tranquil, magical atmosphere of natural wonder.",
+ "token_credit_reward": 9.1875,
+ "selected_reward": 9.1875,
+ "frame_importance": [
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+ 0.33191946148872375
+ ],
+ "credit_map": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up time-lapse of a hibiscus flower blooming against a completely black background. It specifies a tightly curled, deep burgundy bud with an off-camera light source casting a warm glow from the right, tracing a bright halo along the edges and creating soft shadows. The sequence should show petals peeling away, gradual unfolding, each petal spiraling outward with velvety texture and delicate veins, culminating in a fully bloomed flower with a vibrant yellow stem and a tranquil, magical atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color fidelity, but there are occasional minor artifacts and slight softness that prevent a higher rating. The lighting remains warm and consistent across shots, and the black background provides good contrast. The sequence appears smooth enough to convey progression, though some frames exhibit subtle inconsistencies in sharpness or color balance.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up view of a flower with a dark background and warm lighting, and it shows a progression toward a more open bloom. However, certain aspects of the prompt are not perfectly matched: the exact identity as a hibiscus is not definitively established, and the timing and progression of the bloom do not always align with the described fluid, continuous spiral outward. The result is a high-quality rendering that captures the essence but with minor deviations in precise botanical details and motion dynamics.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The depiction generally follows plausible botanical growth patterns and lighting interactions, with believable petal arrangement and stem visibility. Some micro-motions and timing feel slightly stylized rather than strictly physically accurate, which keeps the representation credible but not perfectly faithful to real-world dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.46875,
+ "MQ": 3.390625,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up time-lapse of a hibiscus flower blooming against a completely black background. It specifies a tightly curled, deep burgundy bud with an off-camera light source casting a warm glow from the right, tracing a bright halo along the edges and creating soft shadows. The sequence should show petals peeling away, gradual unfolding, each petal spiraling outward with velvety texture and delicate veins, culminating in a fully bloomed flower with a vibrant yellow stem and a tranquil, magical atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color fidelity, but there are occasional minor artifacts and slight softness that prevent a higher rating. The lighting remains warm and consistent across shots, and the black background provides good contrast. The sequence appears smooth enough to convey progression, though some frames exhibit subtle inconsistencies in sharpness or color balance.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up view of a flower with a dark background and warm lighting, and it shows a progression toward a more open bloom. However, certain aspects of the prompt are not perfectly matched: the exact identity as a hibiscus is not definitively established, and the timing and progression of the bloom do not always align with the described fluid, continuous spiral outward. The result is a high-quality rendering that captures the essence but with minor deviations in precise botanical details and motion dynamics.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The depiction generally follows plausible botanical growth patterns and lighting interactions, with believable petal arrangement and stem visibility. Some micro-motions and timing feel slightly stylized rather than strictly physically accurate, which keeps the representation credible but not perfectly faithful to real-world dynamics.\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": 15290,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_1/index_8321_seed_15290_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.125,
+ "video_score2_ta": 2.140625,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 8.4375,
+ "avg": 8.453125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up time-lapse captures the captivating blossoming of a hibiscus flower against a completely black, featureless background. The sequence begins with the flower, a tightly curled, deep burgundy bud, its shape defined solely by an off-camera light source, casting a warm, buttery-yellow glow from the right. This light meticulously traces a bright halo along the bud's edges, creating soft, deep shadows within its crevices. As the timelapse progresses, the petals at the base of the bud gracefully peel away, and the petals begin to slowly and deliberately unfold. Each petal spirals outward, catching the warm light and highlighting its velvety texture and delicate, intricate network of veins within. The movement is fluid and continuous, culminating in the flower's full, glorious bloom. The broad, supple petals take on a perfect, delicate shape, fully embracing the light and revealing the vibrant yellow stem at its core, creating a tranquil, magical atmosphere of natural wonder.",
+ "token_credit_reward": 8.4375,
+ "selected_reward": 8.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up time-lapse of a hibiscus flower blooming against a completely black background. It outlines a sequence where the flower starts as a tightly curled deep burgundy bud, with warm lighting from the right tracing a halo along the edges, followed by petals peeling away and unfolding in a spiral pattern to reveal a vibrant yellow stem. The overall mood is one of natural wonder and a tranquil, magical atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a hibiscus-like flower with pink/purple petals and a yellow center. The resolution is moderate; there is some softness and mild blur that reduces fine detail, but colors remain reasonably saturated and the subject remains identifiable. Lighting is fairly consistent across frames, and there are no obvious distortions or artifacts. Overall, the visual quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is depicted. The background is not completely black, and the lighting does not reproduce the described warm, buttery-right-side illumination or the halo effect. The sequence does not clearly show a tight burgundy bud or a progressive petal unfolding over time; instead, the frames present a relatively static view with limited progression. While some elements align (the flower type and color palette), key aspects of the prompt are missing or misrepresented, resulting in a moderate misalignment (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible botanical structure and lighting relationships, with no obvious physical contradictions. However, the absence of the expected dynamic blooming progression and the mismatch in lighting reduce the perceived realism of a natural transformation. Overall, physical/common-sense consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 2.140625,
+ "MQ": 3.1875,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up time-lapse of a hibiscus flower blooming against a completely black background. It outlines a sequence where the flower starts as a tightly curled deep burgundy bud, with warm lighting from the right tracing a halo along the edges, followed by petals peeling away and unfolding in a spiral pattern to reveal a vibrant yellow stem. The overall mood is one of natural wonder and a tranquil, magical atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a hibiscus-like flower with pink/purple petals and a yellow center. The resolution is moderate; there is some softness and mild blur that reduces fine detail, but colors remain reasonably saturated and the subject remains identifiable. Lighting is fairly consistent across frames, and there are no obvious distortions or artifacts. Overall, the visual quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is depicted. The background is not completely black, and the lighting does not reproduce the described warm, buttery-right-side illumination or the halo effect. The sequence does not clearly show a tight burgundy bud or a progressive petal unfolding over time; instead, the frames present a relatively static view with limited progression. While some elements align (the flower type and color palette), key aspects of the prompt are missing or misrepresented, resulting in a moderate misalignment (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible botanical structure and lighting relationships, with no obvious physical contradictions. However, the absence of the expected dynamic blooming progression and the mismatch in lighting reduce the perceived realism of a natural transformation. Overall, physical/common-sense consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_13/index_tensor([7392, 7392])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_13/index_tensor([7392, 7392])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2b70d191de325ed7c3978c25ff98f294ced9d7e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_13/index_tensor([7392, 7392])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "seed": 32495,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_13/index_7392_seed_32495_dp_26_rank_52_sample_0_slot_0.mp4",
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+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 2.015625,
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+ "video_score2_overall": 7.875,
+ "avg": 7.875,
+ "reward_records": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic close-up of a hot pot with a deep red spicy broth, bubbling action, fresh sliced beef, and green vegetables, with a rising camera and steam effects. In the actual video, several elements align (close-up framing, visible broth, and some vegetable presence), but key aspects are not convincingly realized. The beef appearance does not clearly show bright red-to-brown color transformation, and the overall motion and steam dynamics are understated. The camera movement is minimal rather than a pronounced ascent, and the scene lacks the strong sensory cues of warmth and comfort described in the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable clarity and color, but there are noticeable limitations: mild softness, occasional compression artifacts, and limited depth cues. Steam and lighting are present but do not contribute strongly to realism, and the sequence feels relatively static with limited dynamic range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures some core elements such as a close-up view and visible broth, but crucial aspects—especially the vivid color progression of the beef and the pronounced bubbling/steam dynamics—are underrepresented. The camera motion is not the dramatic ascent described, and the overall sensory intensity is diminished, resulting in only partial fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible cooking visuals (broth, ingredients, steam) but lacks stronger cues of heat intensity and realistic fluid dynamics. There are no obvious physical contradictions, yet the depiction does not fully convey the energetic cooking process implied by the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.8125,
+ "TA": 2.015625,
+ "MQ": 3.046875,
+ "Overall": 7.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic close-up of a hot pot with a deep red spicy broth, bubbling action, fresh sliced beef, and green vegetables, with a rising camera and steam effects. In the actual video, several elements align (close-up framing, visible broth, and some vegetable presence), but key aspects are not convincingly realized. The beef appearance does not clearly show bright red-to-brown color transformation, and the overall motion and steam dynamics are understated. The camera movement is minimal rather than a pronounced ascent, and the scene lacks the strong sensory cues of warmth and comfort described in the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable clarity and color, but there are noticeable limitations: mild softness, occasional compression artifacts, and limited depth cues. Steam and lighting are present but do not contribute strongly to realism, and the sequence feels relatively static with limited dynamic range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures some core elements such as a close-up view and visible broth, but crucial aspects—especially the vivid color progression of the beef and the pronounced bubbling/steam dynamics—are underrepresented. The camera motion is not the dramatic ascent described, and the overall sensory intensity is diminished, resulting in only partial fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible cooking visuals (broth, ingredients, steam) but lacks stronger cues of heat intensity and realistic fluid dynamics. There are no obvious physical contradictions, yet the depiction does not fully convey the energetic cooking process implied by the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic close-up begins at the edge of a boiling hot pot. A deep red spicy broth swirls violently within the dark cast iron pot, its surface shimmering with an oily sheen as countless bubbles surge upward. Freshly sliced, tender beef slices, freshly simmered in the scalding broth, instantly curl and twist in the scalding broth, their color changing from bright red to an alluring, cooked brown. This contrasts sharply with the vibrant green vegetable leaves beside them, soaked in the red oil. Together, they rise and fall in the broth. The camera then slowly and steadily ascends, passing through the thick, swirling white steam rising from the pot. The steam momentarily obscures the frame, then gradually dissipates as the camera continues to rise. The soft, warm tones of the interior light permeate the steam, creating an alluring atmosphere of warmth, comfort, and a sense of everyday life.",
+ "seed": 32496,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_13/index_7392_seed_32496_dp_26_rank_52_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic close-up begins at the edge of a boiling hot pot. A deep red spicy broth swirls violently within the dark cast iron pot, its surface shimmering with an oily sheen as countless bubbles surge upward. Freshly sliced, tender beef slices, freshly simmered in the scalding broth, instantly curl and twist in the scalding broth, their color changing from bright red to an alluring, cooked brown. This contrasts sharply with the vibrant green vegetable leaves beside them, soaked in the red oil. Together, they rise and fall in the broth. The camera then slowly and steadily ascends, passing through the thick, swirling white steam rising from the pot. The steam momentarily obscures the frame, then gradually dissipates as the camera continues to rise. The soft, warm tones of the interior light permeate the steam, creating an alluring atmosphere of warmth, comfort, and a sense of everyday life.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic close-up of a hot pot with a deep red spicy broth, bubbling action, fresh sliced beef, and green vegetables, with a gradual camera rise through steam and warm lighting. The video captures several elements of the scene but does not fully realize the intensity or the full sequence described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, with recognizable details in the food and pot. There are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, with no major distortions, though some frames exhibit mild compression or noise that slightly reduces perceived sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key components such as a close-up view, visible broth, and ingredients like meat and vegetables. However, the more dynamic aspects described—bubbling intensity, dramatic color shifts, and the camera ascent through steam—are not fully realized, resulting in partial fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking physics: ingredients sit in liquid, steam rises, and lighting remains warm. There are no glaring violations, but some timing and motion cues feel slightly off, preventing a stronger sense of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 2.34375,
+ "MQ": 3.046875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic close-up of a hot pot with a deep red spicy broth, bubbling action, fresh sliced beef, and green vegetables, with a gradual camera rise through steam and warm lighting. The video captures several elements of the scene but does not fully realize the intensity or the full sequence described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, with recognizable details in the food and pot. There are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, with no major distortions, though some frames exhibit mild compression or noise that slightly reduces perceived sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key components such as a close-up view, visible broth, and ingredients like meat and vegetables. However, the more dynamic aspects described—bubbling intensity, dramatic color shifts, and the camera ascent through steam—are not fully realized, resulting in partial fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking physics: ingredients sit in liquid, steam rises, and lighting remains warm. There are no glaring violations, but some timing and motion cues feel slightly off, preventing a stronger sense of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic close-up begins at the edge of a boiling hot pot. A deep red spicy broth swirls violently within the dark cast iron pot, its surface shimmering with an oily sheen as countless bubbles surge upward. Freshly sliced, tender beef slices, freshly simmered in the scalding broth, instantly curl and twist in the scalding broth, their color changing from bright red to an alluring, cooked brown. This contrasts sharply with the vibrant green vegetable leaves beside them, soaked in the red oil. Together, they rise and fall in the broth. The camera then slowly and steadily ascends, passing through the thick, swirling white steam rising from the pot. The steam momentarily obscures the frame, then gradually dissipates as the camera continues to rise. The soft, warm tones of the interior light permeate the steam, creating an alluring atmosphere of warmth, comfort, and a sense of everyday life.",
+ "seed": 32497,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_13/index_7392_seed_32497_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.125,
+ "avg": 8.140625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic close-up begins at the edge of a boiling hot pot. A deep red spicy broth swirls violently within the dark cast iron pot, its surface shimmering with an oily sheen as countless bubbles surge upward. Freshly sliced, tender beef slices, freshly simmered in the scalding broth, instantly curl and twist in the scalding broth, their color changing from bright red to an alluring, cooked brown. This contrasts sharply with the vibrant green vegetable leaves beside them, soaked in the red oil. Together, they rise and fall in the broth. The camera then slowly and steadily ascends, passing through the thick, swirling white steam rising from the pot. The steam momentarily obscures the frame, then gradually dissipates as the camera continues to rise. The soft, warm tones of the interior light permeate the steam, creating an alluring atmosphere of warmth, comfort, and a sense of everyday life.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic close-up of a hot pot with a deep red spicy broth, bubbling action, and a sequence where the camera rises through thick steam to reveal more of the scene. In practice, the video presents a close-up of a pot with visible steam but does not fully realize the described dynamic cooking progression or the camera movement. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in the background. Steam effects are present and contribute to atmosphere, and lighting remains warm and consistent. There are no major distortions or artifacts, and the imagery is coherent across frames, though it lacks sharpness and fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures a close-up of a pot with visible steam and some color cues, but key elements such as the bubbling intensity, the specific color progression of the meat, and the dramatic camera ascent are not convincingly realized. The scene conveys a general hot-pot vibe but misses several nuanced details described in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Steam behavior and the general cooking context appear plausible, and there are no obvious physics violations. However, some expected cues—such as more pronounced bubbling dynamics and a stronger color transition during cooking—are underrepresented, which slightly reduces realism while maintaining overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0,
+ "TA": 2.109375,
+ "MQ": 3.03125,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic close-up of a hot pot with a deep red spicy broth, bubbling action, and a sequence where the camera rises through thick steam to reveal more of the scene. In practice, the video presents a close-up of a pot with visible steam but does not fully realize the described dynamic cooking progression or the camera movement. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in the background. Steam effects are present and contribute to atmosphere, and lighting remains warm and consistent. There are no major distortions or artifacts, and the imagery is coherent across frames, though it lacks sharpness and fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures a close-up of a pot with visible steam and some color cues, but key elements such as the bubbling intensity, the specific color progression of the meat, and the dramatic camera ascent are not convincingly realized. The scene conveys a general hot-pot vibe but misses several nuanced details described in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Steam behavior and the general cooking context appear plausible, and there are no obvious physics violations. However, some expected cues—such as more pronounced bubbling dynamics and a stronger color transition during cooking—are underrepresented, which slightly reduces realism while maintaining overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic close-up begins at the edge of a boiling hot pot. A deep red spicy broth swirls violently within the dark cast iron pot, its surface shimmering with an oily sheen as countless bubbles surge upward. Freshly sliced, tender beef slices, freshly simmered in the scalding broth, instantly curl and twist in the scalding broth, their color changing from bright red to an alluring, cooked brown. This contrasts sharply with the vibrant green vegetable leaves beside them, soaked in the red oil. Together, they rise and fall in the broth. The camera then slowly and steadily ascends, passing through the thick, swirling white steam rising from the pot. The steam momentarily obscures the frame, then gradually dissipates as the camera continues to rise. The soft, warm tones of the interior light permeate the steam, creating an alluring atmosphere of warmth, comfort, and a sense of everyday life.",
+ "seed": 32498,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_13/index_7392_seed_32498_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.953125,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.125,
+ "avg": 8.109375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic close-up begins at the edge of a boiling hot pot. A deep red spicy broth swirls violently within the dark cast iron pot, its surface shimmering with an oily sheen as countless bubbles surge upward. Freshly sliced, tender beef slices, freshly simmered in the scalding broth, instantly curl and twist in the scalding broth, their color changing from bright red to an alluring, cooked brown. This contrasts sharply with the vibrant green vegetable leaves beside them, soaked in the red oil. Together, they rise and fall in the broth. The camera then slowly and steadily ascends, passing through the thick, swirling white steam rising from the pot. The steam momentarily obscures the frame, then gradually dissipates as the camera continues to rise. The soft, warm tones of the interior light permeate the steam, creating an alluring atmosphere of warmth, comfort, and a sense of everyday life.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic close-up of a hot pot with a deep red spicy broth, visible bubbling, and a sequence where the camera gradually rises through thick steam to reveal more of the scene. In the actual video, several elements align (close-up focus, presence of meat and vegetables, rising steam), but key aspects of the prompt are not convincingly realized. The broth color reads lighter than described, the bubbling is not clearly depicted, and the camera movement does not consistently follow the rising steam or the described trajectory. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe frames show decent resolution with some softness and mild blur, especially in the background. Steam effects are present and contribute to atmosphere, and lighting remains warm and consistent. There are no major distortions or artifacts, and transitions between frames are smooth. The overall sharpness could be improved, but the visuals are coherent and pleasant, yielding a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up view, visible meat and vegetables, and rising steam—yet important details diverge. The broth color appears lighter than the described deep red, and the dynamic bubbling is not clearly demonstrated. The camera motion does not convincingly trace the rising steam or follow the described ascent, resulting in a moderate alignment overall.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible cooking visuals: ingredients look authentic, steam behavior seems reasonable, and lighting supports a believable kitchen setting. However, the absence of strong bubbling cues and the mismatch between the described camera motion and what is shown introduce mild inconsistencies with the expected cooking dynamics. Overall, physical/common-sense consistency is acceptable but not perfect.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.953125,
+ "TA": 2.109375,
+ "MQ": 3.046875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic close-up of a hot pot with a deep red spicy broth, visible bubbling, and a sequence where the camera gradually rises through thick steam to reveal more of the scene. In the actual video, several elements align (close-up focus, presence of meat and vegetables, rising steam), but key aspects of the prompt are not convincingly realized. The broth color reads lighter than described, the bubbling is not clearly depicted, and the camera movement does not consistently follow the rising steam or the described trajectory. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe frames show decent resolution with some softness and mild blur, especially in the background. Steam effects are present and contribute to atmosphere, and lighting remains warm and consistent. There are no major distortions or artifacts, and transitions between frames are smooth. The overall sharpness could be improved, but the visuals are coherent and pleasant, yielding a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up view, visible meat and vegetables, and rising steam—yet important details diverge. The broth color appears lighter than the described deep red, and the dynamic bubbling is not clearly demonstrated. The camera motion does not convincingly trace the rising steam or follow the described ascent, resulting in a moderate alignment overall.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible cooking visuals: ingredients look authentic, steam behavior seems reasonable, and lighting supports a believable kitchen setting. However, the absence of strong bubbling cues and the mismatch between the described camera motion and what is shown introduce mild inconsistencies with the expected cooking dynamics. Overall, physical/common-sense consistency is acceptable but not perfect.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_14/index_tensor([312, 312])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_14/index_tensor([312, 312])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c827b02f5c4ec47fe1ff87e5a51ada37a6dd7ed
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_14/index_tensor([312, 312])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 10026,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_14/index_312_seed_10026_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": 3.140625,
+ "video_score2_ta": 3.84375,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 10.1875,
+ "avg": 10.15625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide, eye-level tracking shot pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The cyclist, a woman with honey-blonde hair tied in a loose ponytail that sways gently in the breeze, wears a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile on her face. She rides a vintage, mint-green bicycle, complete with a wicker basket holding a few wildflowers, brown leather handlebars, and gleaming chrome fenders. Her pedaling rhythm is steady and unhurried, her body swaying gently as she passes a row of picturesque, quaint, storybook-like cottages, characterized by whitewashed stone walls, traditional straw roofs, and small, paneled windows overflowing with vibrant red and purple flowers. The golden afternoon sun filters through the dense canopy of trees, casting a shifting mosaic of bright light and soft shadows on the cyclists and the worn asphalt road, creating a warm, idyllic atmosphere that evokes a sense of tranquility and timeless peace.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, eye-level tracking shot that pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The scene includes a woman with honey-blonde hair in a loose ponytail, wearing a simple white shirt with rolled-up sleeves and light blue denim shorts, a serene, contented expression, and riding a vintage bicycle with a wicker basket containing wildflowers, brown leather handlebars, and gleaming chrome fenders. The setting features a row of picturesque cottages with whitewashed walls, traditional straw roofs, and small, paneled windows with vibrant flowers. The lighting is golden afternoon sunlight filtering through trees, creating a warm, tranquil atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The motion remains reasonably smooth across the sequence, though not flawless, and the imagery maintains a pleasant, warm tone without major distortions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All major elements described in the prompt are present: the wide, eye-level tracking shot; the rightward pan; the cyclist; the sun-dappled road; the woman with hair in a loose ponytail; the white shirt with rolled-up sleeves and light blue denim shorts; a serene expression; a vintage bicycle with a wicker basket containing wildflowers; brown leather handlebars; gleaming chrome fenders; a row of cottages with whitewashed walls, traditional straw roofs, and small, paneled windows; vibrant flowers; golden afternoon sunlight filtering through trees; and a warm, tranquil atmosphere. Minor deviations may exist in exact shade or accessory details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with coherent lighting and object interactions. However, there are subtle inconsistencies in motion dynamics and environmental interactions that prevent a higher score, though no major physical implausibilities are evident.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.140625,
+ "TA": 3.84375,
+ "MQ": 3.171875,
+ "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 a wide, eye-level tracking shot that pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The scene includes a woman with honey-blonde hair in a loose ponytail, wearing a simple white shirt with rolled-up sleeves and light blue denim shorts, a serene, contented expression, and riding a vintage bicycle with a wicker basket containing wildflowers, brown leather handlebars, and gleaming chrome fenders. The setting features a row of picturesque cottages with whitewashed walls, traditional straw roofs, and small, paneled windows with vibrant flowers. The lighting is golden afternoon sunlight filtering through trees, creating a warm, tranquil atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The motion remains reasonably smooth across the sequence, though not flawless, and the imagery maintains a pleasant, warm tone without major distortions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All major elements described in the prompt are present: the wide, eye-level tracking shot; the rightward pan; the cyclist; the sun-dappled road; the woman with hair in a loose ponytail; the white shirt with rolled-up sleeves and light blue denim shorts; a serene expression; a vintage bicycle with a wicker basket containing wildflowers; brown leather handlebars; gleaming chrome fenders; a row of cottages with whitewashed walls, traditional straw roofs, and small, paneled windows; vibrant flowers; golden afternoon sunlight filtering through trees; and a warm, tranquil atmosphere. Minor deviations may exist in exact shade or accessory details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with coherent lighting and object interactions. However, there are subtle inconsistencies in motion dynamics and environmental interactions that prevent a higher score, though no major physical implausibilities are evident.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide, eye-level tracking shot pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The cyclist, a woman with honey-blonde hair tied in a loose ponytail that sways gently in the breeze, wears a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile on her face. She rides a vintage, mint-green bicycle, complete with a wicker basket holding a few wildflowers, brown leather handlebars, and gleaming chrome fenders. Her pedaling rhythm is steady and unhurried, her body swaying gently as she passes a row of picturesque, quaint, storybook-like cottages, characterized by whitewashed stone walls, traditional straw roofs, and small, paneled windows overflowing with vibrant red and purple flowers. The golden afternoon sun filters through the dense canopy of trees, casting a shifting mosaic of bright light and soft shadows on the cyclists and the worn asphalt road, creating a warm, idyllic atmosphere that evokes a sense of tranquility and timeless peace.",
+ "seed": 10027,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_14/index_312_seed_10027_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide, eye-level tracking shot pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The cyclist, a woman with honey-blonde hair tied in a loose ponytail that sways gently in the breeze, wears a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile on her face. She rides a vintage, mint-green bicycle, complete with a wicker basket holding a few wildflowers, brown leather handlebars, and gleaming chrome fenders. Her pedaling rhythm is steady and unhurried, her body swaying gently as she passes a row of picturesque, quaint, storybook-like cottages, characterized by whitewashed stone walls, traditional straw roofs, and small, paneled windows overflowing with vibrant red and purple flowers. The golden afternoon sun filters through the dense canopy of trees, casting a shifting mosaic of bright light and soft shadows on the cyclists and the worn asphalt road, creating a warm, idyllic atmosphere that evokes a sense of tranquility and timeless peace.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, eye-level tracking shot that pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The scene includes a woman with honey-blonde hair in a loose ponytail, wearing a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile, riding a vintage, mint-green bicycle with a wicker basket containing wildflowers, brown leather handlebars, and gleaming chrome fenders. The setting features a row of picturesque cottages with whitewashed stone walls, traditional straw roofs, and small, paneled windows with vibrant red and purple flowers. The golden afternoon sun filters through the canopy, casting a shifting mosaic of light and shadow on the cyclists and the worn asphalt road, conveying a warm, tranquil mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The motion remains reasonably smooth across the sequence, though not perfectly fluid, and lighting is warm and consistent with the golden-hour ambiance. No major distortions or abrupt changes are evident, and color grading supports the intended golden tone. In sum, the video presents a coherent visual experience with some limitations typical of mid-range quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman on a bicycle, a sun-dappled rural setting, a white shirt with rolled-up sleeves, light blue denim shorts, a basket with flowers, brown leather handlebars, and a vintage-style bike. The camera work follows the rider with a smooth rightward pan, and the scene conveys a tranquil, pastoral mood. A few minor deviations exist in background details and exact shade of clothing, but these do not significantly detract from the overall correspondence. The depiction remains faithful to the prompt's intent, with only small inconsistencies in secondary aspects.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the rider’s posture and pedaling appear believable, and the bicycle components behave in a reasonable manner. However, there are subtle cues that prevent a higher score: occasional minor misalignments between limb motion and pedal action, slight inconsistencies in shadow direction relative to the sun angle, and minor perspective quirks in distant background elements. These small issues keep the overall realism at a middle level rather than exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 3.890625,
+ "MQ": 3.203125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, eye-level tracking shot that pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The scene includes a woman with honey-blonde hair in a loose ponytail, wearing a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile, riding a vintage, mint-green bicycle with a wicker basket containing wildflowers, brown leather handlebars, and gleaming chrome fenders. The setting features a row of picturesque cottages with whitewashed stone walls, traditional straw roofs, and small, paneled windows with vibrant red and purple flowers. The golden afternoon sun filters through the canopy, casting a shifting mosaic of light and shadow on the cyclists and the worn asphalt road, conveying a warm, tranquil mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The motion remains reasonably smooth across the sequence, though not perfectly fluid, and lighting is warm and consistent with the golden-hour ambiance. No major distortions or abrupt changes are evident, and color grading supports the intended golden tone. In sum, the video presents a coherent visual experience with some limitations typical of mid-range quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman on a bicycle, a sun-dappled rural setting, a white shirt with rolled-up sleeves, light blue denim shorts, a basket with flowers, brown leather handlebars, and a vintage-style bike. The camera work follows the rider with a smooth rightward pan, and the scene conveys a tranquil, pastoral mood. A few minor deviations exist in background details and exact shade of clothing, but these do not significantly detract from the overall correspondence. The depiction remains faithful to the prompt's intent, with only small inconsistencies in secondary aspects.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the rider’s posture and pedaling appear believable, and the bicycle components behave in a reasonable manner. However, there are subtle cues that prevent a higher score: occasional minor misalignments between limb motion and pedal action, slight inconsistencies in shadow direction relative to the sun angle, and minor perspective quirks in distant background elements. These small issues keep the overall realism at a middle level rather than exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide, eye-level tracking shot pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The cyclist, a woman with honey-blonde hair tied in a loose ponytail that sways gently in the breeze, wears a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile on her face. She rides a vintage, mint-green bicycle, complete with a wicker basket holding a few wildflowers, brown leather handlebars, and gleaming chrome fenders. Her pedaling rhythm is steady and unhurried, her body swaying gently as she passes a row of picturesque, quaint, storybook-like cottages, characterized by whitewashed stone walls, traditional straw roofs, and small, paneled windows overflowing with vibrant red and purple flowers. The golden afternoon sun filters through the dense canopy of trees, casting a shifting mosaic of bright light and soft shadows on the cyclists and the worn asphalt road, creating a warm, idyllic atmosphere that evokes a sense of tranquility and timeless peace.",
+ "seed": 10028,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_14/index_312_seed_10028_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.609375,
+ "video_score2_ta": 3.734375,
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+ "video_score2_overall": 10.6875,
+ "avg": 10.703125,
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+ "question": "wide, eye-level tracking shot pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The cyclist, a woman with honey-blonde hair tied in a loose ponytail that sways gently in the breeze, wears a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile on her face. She rides a vintage, mint-green bicycle, complete with a wicker basket holding a few wildflowers, brown leather handlebars, and gleaming chrome fenders. Her pedaling rhythm is steady and unhurried, her body swaying gently as she passes a row of picturesque, quaint, storybook-like cottages, characterized by whitewashed stone walls, traditional straw roofs, and small, paneled windows overflowing with vibrant red and purple flowers. The golden afternoon sun filters through the dense canopy of trees, casting a shifting mosaic of bright light and soft shadows on the cyclists and the worn asphalt road, creating a warm, idyllic atmosphere that evokes a sense of tranquility and timeless peace.",
+ "token_credit_reward": 10.6875,
+ "selected_reward": 10.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, eye-level tracking shot that pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The scene includes a woman with honey-blonde hair in a loose ponytail, wearing a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile, riding a vintage, mint-green bicycle with a wicker basket containing wildflowers, brown leather handlebars, and gleaming chrome fenders. The setting features a row of picturesque cottages with whitewashed stone walls, traditional straw roofs, and small, paneled windows with vibrant flowers. The lighting is golden afternoon sunlight filtering through trees, creating a warm, tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor softness and slight color/contrast inconsistencies across frames. The motion remains reasonably smooth and the sequence is coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All major elements are present: the wide, eye-level tracking shot; the rightward pan; the cyclist; the sun-dappled road; the woman with hair in a loose ponytail; the white shirt with rolled-up sleeves and light blue denim shorts; a serene expression; the vintage bicycle with a wicker basket containing wildflowers; brown leather handlebars; and gleaming chrome fenders. The cottages, their whitewashed walls, straw roofs, and small paneled windows with flowers are visible. The golden afternoon light and the tranquil mood are conveyed. Minor deviations exist in exact shade of the bicycle and some background details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with natural-looking pedaling and posture. However, there are subtle inconsistencies in lighting/shadow interaction and perspective cues that prevent a higher level of realism, resulting in a mid-range assessment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.609375,
+ "TA": 3.734375,
+ "MQ": 3.359375,
+ "Overall": 10.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, eye-level tracking shot that pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The scene includes a woman with honey-blonde hair in a loose ponytail, wearing a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile, riding a vintage, mint-green bicycle with a wicker basket containing wildflowers, brown leather handlebars, and gleaming chrome fenders. The setting features a row of picturesque cottages with whitewashed stone walls, traditional straw roofs, and small, paneled windows with vibrant flowers. The lighting is golden afternoon sunlight filtering through trees, creating a warm, tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional minor softness and slight color/contrast inconsistencies across frames. The motion remains reasonably smooth and the sequence is coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All major elements are present: the wide, eye-level tracking shot; the rightward pan; the cyclist; the sun-dappled road; the woman with hair in a loose ponytail; the white shirt with rolled-up sleeves and light blue denim shorts; a serene expression; the vintage bicycle with a wicker basket containing wildflowers; brown leather handlebars; and gleaming chrome fenders. The cottages, their whitewashed walls, straw roofs, and small paneled windows with flowers are visible. The golden afternoon light and the tranquil mood are conveyed. Minor deviations exist in exact shade of the bicycle and some background details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with natural-looking pedaling and posture. However, there are subtle inconsistencies in lighting/shadow interaction and perspective cues that prevent a higher level of realism, resulting in a mid-range assessment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide, eye-level tracking shot pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The cyclist, a woman with honey-blonde hair tied in a loose ponytail that sways gently in the breeze, wears a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile on her face. She rides a vintage, mint-green bicycle, complete with a wicker basket holding a few wildflowers, brown leather handlebars, and gleaming chrome fenders. Her pedaling rhythm is steady and unhurried, her body swaying gently as she passes a row of picturesque, quaint, storybook-like cottages, characterized by whitewashed stone walls, traditional straw roofs, and small, paneled windows overflowing with vibrant red and purple flowers. The golden afternoon sun filters through the dense canopy of trees, casting a shifting mosaic of bright light and soft shadows on the cyclists and the worn asphalt road, creating a warm, idyllic atmosphere that evokes a sense of tranquility and timeless peace.",
+ "seed": 10029,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_14/index_312_seed_10029_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.40625,
+ "video_score2_ta": 3.875,
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+ "video_score2_overall": 10.4375,
+ "avg": 10.453125,
+ "reward_records": [
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+ "question": "wide, eye-level tracking shot pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The cyclist, a woman with honey-blonde hair tied in a loose ponytail that sways gently in the breeze, wears a simple white linen shirt with rolled-up sleeves and light blue denim shorts, a serene, contented smile on her face. She rides a vintage, mint-green bicycle, complete with a wicker basket holding a few wildflowers, brown leather handlebars, and gleaming chrome fenders. Her pedaling rhythm is steady and unhurried, her body swaying gently as she passes a row of picturesque, quaint, storybook-like cottages, characterized by whitewashed stone walls, traditional straw roofs, and small, paneled windows overflowing with vibrant red and purple flowers. The golden afternoon sun filters through the dense canopy of trees, casting a shifting mosaic of bright light and soft shadows on the cyclists and the worn asphalt road, creating a warm, idyllic atmosphere that evokes a sense of tranquility and timeless peace.",
+ "token_credit_reward": 10.4375,
+ "selected_reward": 10.4375,
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+ "credit_map_shape": [
+ 3,
+ 26,
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+ ],
+ "top_frames": [
+ 2,
+ 1,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, eye-level tracking shot that pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The scene includes a woman with honey-blonde hair in a loose ponytail, wearing a simple white shirt with rolled-up sleeves and light blue denim shorts, riding a vintage, mint-green bicycle with a wicker basket containing wildflowers, brown leather handlebars, and gleaming chrome fenders. The setting features a row of picturesque cottages with whitewashed stone walls, traditional straw roofs, and small, paneled windows with vibrant flowers. The lighting is golden afternoon sunlight filtering through trees, creating a warm, tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main elements, but there are occasional minor artifacts and slight inconsistencies in color grading or edge sharpness across frames. The motion remains reasonably smooth, though not perfectly flawless, and lighting is generally consistent with a warm tone, though some frames exhibit mild exposure variation. No major distortions or abrupt changes are evident, and the composition stays coherent throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements described in the prompt are present and well represented: the wide, eye-level tracking shot; the rightward pan; the cyclist; the sun-dappled road; the woman with hair in a loose ponytail; the white shirt with rolled-up sleeves and light blue denim shorts; the vintage, mint-green bicycle with a wicker basket containing wildflowers; brown leather handlebars; gleaming chrome fenders; the row of cottages with whitewashed walls, straw roofs, and small paneled windows; the vibrant flowers; and the golden afternoon sunlight filtering through trees, creating a warm, tranquil atmosphere. Minor deviations may exist in exact shade or accessory details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with believable rider posture and coherent environmental interactions. However, there are subtle inconsistencies in lighting/shadow coherence and minor timing/interaction details that prevent a higher score. Overall, the scene remains credible and coherent, but not perfectly seamless in every frame.\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": 3.40625,
+ "TA": 3.875,
+ "MQ": 3.171875,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide, eye-level tracking shot that pans smoothly to the right, following a cyclist leisurely along a sun-dappled country road. The scene includes a woman with honey-blonde hair in a loose ponytail, wearing a simple white shirt with rolled-up sleeves and light blue denim shorts, riding a vintage, mint-green bicycle with a wicker basket containing wildflowers, brown leather handlebars, and gleaming chrome fenders. The setting features a row of picturesque cottages with whitewashed stone walls, traditional straw roofs, and small, paneled windows with vibrant flowers. The lighting is golden afternoon sunlight filtering through trees, creating a warm, tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main elements, but there are occasional minor artifacts and slight inconsistencies in color grading or edge sharpness across frames. The motion remains reasonably smooth, though not perfectly flawless, and lighting is generally consistent with a warm tone, though some frames exhibit mild exposure variation. No major distortions or abrupt changes are evident, and the composition stays coherent throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements described in the prompt are present and well represented: the wide, eye-level tracking shot; the rightward pan; the cyclist; the sun-dappled road; the woman with hair in a loose ponytail; the white shirt with rolled-up sleeves and light blue denim shorts; the vintage, mint-green bicycle with a wicker basket containing wildflowers; brown leather handlebars; gleaming chrome fenders; the row of cottages with whitewashed walls, straw roofs, and small paneled windows; the vibrant flowers; and the golden afternoon sunlight filtering through trees, creating a warm, tranquil atmosphere. Minor deviations may exist in exact shade or accessory details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with believable rider posture and coherent environmental interactions. However, there are subtle inconsistencies in lighting/shadow coherence and minor timing/interaction details that prevent a higher score. Overall, the scene remains credible and coherent, but not perfectly seamless in every frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_5/index_tensor([5434, 5434])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_5/index_tensor([5434, 5434])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..05d31d16bd1cd00e61693dbfab95d59b4cb8baa1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_5/index_tensor([5434, 5434])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "frantic, erratic point-of-view shot plunges the viewer headfirst into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runner's eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses.",
+ "seed": 31495,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_5/index_5434_seed_31495_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.375,
+ "avg": 8.375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "frantic, erratic point-of-view shot plunges the viewer headfirst into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runner's eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses.",
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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 frantic, erratic first-person shot where the viewer is plunge into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runners eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally coherent but not outstanding. The forest environment reads as believable with decent depth cues and lighting, and the golden-hour tones are present. However, there are occasional minor artifacts and slight softness in some frames, and the overall polish is not at the highest level. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a forest setting, a sense of movement, and visible light contrast. However, key aspects such as a true first-person perspective, pronounced camera shake, and the described chaotic, panic-driven dynamics are not convincingly realized. The alignment is acceptable but not strong, reflecting a moderate fit to the prompt (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible forest physics and character interaction with the environment, with no obvious violations. Some minor inconsistencies in motion timing or environmental interactions exist, but they do not undermine overall coherence. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
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+ "MQ": 2.953125,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a frantic, erratic first-person shot where the viewer is plunge into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runners eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally coherent but not outstanding. The forest environment reads as believable with decent depth cues and lighting, and the golden-hour tones are present. However, there are occasional minor artifacts and slight softness in some frames, and the overall polish is not at the highest level. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a forest setting, a sense of movement, and visible light contrast. However, key aspects such as a true first-person perspective, pronounced camera shake, and the described chaotic, panic-driven dynamics are not convincingly realized. The alignment is acceptable but not strong, reflecting a moderate fit to the prompt (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible forest physics and character interaction with the environment, with no obvious violations. Some minor inconsistencies in motion timing or environmental interactions exist, but they do not undermine overall coherence. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
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+ "seed": 31496,
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+ "video_score2_overall": 7.8125,
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+ "question": "frantic, erratic point-of-view shot plunges the viewer headfirst into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runner's eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses.",
+ "token_credit_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a frantic, erratic first-person shot where the viewer is plunge into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runners eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses\n\nVisual Quality Assessment:\nAcross the video as a whole, the visuals show moderate clarity with some softness and occasional motion blur, but no pervasive degradation. Lighting and color balance are generally consistent, and the forest environment remains recognizable throughout. Overall, the visual quality is mid-range rather than severely degraded.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a forest setting and a first-person perspective with dynamic camera movement. However, certain aspects such as extreme, chaotic motion and the precise depiction of every environmental detail are not fully realized. The alignment is acceptable but not perfect, reflecting a moderate level of fidelity to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the character moves through the forest with coherent lighting and spatial relationships, and there are no obvious violations of basic physics or common-sense expectations. Some minor inconsistencies may exist, but they do not undermine overall coherence.\n\nOverall assessment:\nThe video demonstrates a balanced performance across all three dimensions, with moderate visual quality, moderate alignment to the prompt, and moderate physical consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.9921875,
+ "TA": 2.890625,
+ "MQ": 2.921875,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a frantic, erratic first-person shot where the viewer is plunge into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runners eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses\n\nVisual Quality Assessment:\nAcross the video as a whole, the visuals show moderate clarity with some softness and occasional motion blur, but no pervasive degradation. Lighting and color balance are generally consistent, and the forest environment remains recognizable throughout. Overall, the visual quality is mid-range rather than severely degraded.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a forest setting and a first-person perspective with dynamic camera movement. However, certain aspects such as extreme, chaotic motion and the precise depiction of every environmental detail are not fully realized. The alignment is acceptable but not perfect, reflecting a moderate level of fidelity to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the character moves through the forest with coherent lighting and spatial relationships, and there are no obvious violations of basic physics or common-sense expectations. Some minor inconsistencies may exist, but they do not undermine overall coherence.\n\nOverall assessment:\nThe video demonstrates a balanced performance across all three dimensions, with moderate visual quality, moderate alignment to the prompt, and moderate physical consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "frantic, erratic point-of-view shot plunges the viewer headfirst into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runner's eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses.",
+ "seed": 31497,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_5/index_5434_seed_31497_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": 2.453125,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.25,
+ "avg": 8.25,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "frantic, erratic point-of-view shot plunges the viewer headfirst into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runner's eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses.",
+ "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 frantic, erratic first-person shot where the viewer is plunge into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runners eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses\n\nVisual Quality Assessment:\nAcross the video as a whole, the visuals are moderate in clarity. There is noticeable haziness and some softness that reduce sharpness, but the scene remains legible and coherent. Lighting effects such as sunbeams and contrast are present and contribute to atmosphere, though they do not compensate for overall softness. Motion blur appears in places, yet it does not dominate the sequence. Overall, the visual quality is acceptable but not high-fidelity, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a forest setting with tall trees, visible moss and undergrowth, and lighting cues that resemble golden sunlight filtering through the canopy. However, the central requirement of a frantic, erratic first-person perspective and a sense of urgent, chaotic movement is not convincingly realized. The sequence reads more as a steady or slow traversal rather than a high-intensity chase, resulting in only partial alignment with the intended narrative intensity.\n\nPhysical Consistency (Common-sense):\nEnvironmental details such as moss-covered trunks, natural lighting, and organic debris appear plausible within a forest ecosystem. The scene maintains believable spatial relationships and material properties, supporting a coherent physical environment. While the pacing and motion do not fully convey the described urgency, there are no obvious logical contradictions in the depicted scene.\n\nOverall assessment:\nThe video demonstrates moderate visual quality, partial alignment with the prompt, and solid physical consistency. It conveys a believable forest setting but does not deliver the intense, chaotic movement envisioned in the original description.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.453125,
+ "TA": 2.765625,
+ "MQ": 3.03125,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a frantic, erratic first-person shot where the viewer is plunge into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runners eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses\n\nVisual Quality Assessment:\nAcross the video as a whole, the visuals are moderate in clarity. There is noticeable haziness and some softness that reduce sharpness, but the scene remains legible and coherent. Lighting effects such as sunbeams and contrast are present and contribute to atmosphere, though they do not compensate for overall softness. Motion blur appears in places, yet it does not dominate the sequence. Overall, the visual quality is acceptable but not high-fidelity, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a forest setting with tall trees, visible moss and undergrowth, and lighting cues that resemble golden sunlight filtering through the canopy. However, the central requirement of a frantic, erratic first-person perspective and a sense of urgent, chaotic movement is not convincingly realized. The sequence reads more as a steady or slow traversal rather than a high-intensity chase, resulting in only partial alignment with the intended narrative intensity.\n\nPhysical Consistency (Common-sense):\nEnvironmental details such as moss-covered trunks, natural lighting, and organic debris appear plausible within a forest ecosystem. The scene maintains believable spatial relationships and material properties, supporting a coherent physical environment. While the pacing and motion do not fully convey the described urgency, there are no obvious logical contradictions in the depicted scene.\n\nOverall assessment:\nThe video demonstrates moderate visual quality, partial alignment with the prompt, and solid physical consistency. It conveys a believable forest setting but does not deliver the intense, chaotic movement envisioned in the original description.\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": 31498,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_5/index_5434_seed_31498_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "video_score2_overall": 8.1875,
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+ "question": "frantic, erratic point-of-view shot plunges the viewer headfirst into a desperate, full-throttle run through a dense, claustrophobic forest of towering evergreens. The camera, representing the runner's eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses.",
+ "token_credit_reward": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a frantic, erratic first-person view as if the viewer is running through a dense, claustrophobic forest of towering evergreens. The camera, representing the runners eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses\n\nVisual Quality Assessment:\nAcross the video, the visuals show a forest scene captured with a wide-angle lens that introduces noticeable distortion around edges. The resolution is moderate; there is some softness and mild blur, but no severe artifacts. Lighting is natural and consistent, with dappled sunlight filtering through the canopy. Overall, the image quality is acceptable and coherent, though not pristine or highly detailed.\n\nText-to-Video Alignment Assessment:\nThe video includes several elements described in the prompt, such as a forest setting, tall trees, moss-covered trunks, and a wide-angle perspective that can imply disorientation. However, key aspects of the prompt are not convincingly realized: the motion appears relatively stable rather than frenetic, and there is little evidence of the described dynamic camera work or chaotic interactions with branches or roots. The alignment is partial, capturing some atmosphere but missing the intense, frantic energy and specific motion dynamics.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships among trees, light, and terrain, with no obvious violations of basic physics. Some minor inconsistencies exist, such as edge distortions from the wide-angle lens and occasional lighting/shadow nuances that feel slightly off, but they do not undermine overall realism. Overall, physical consistency is reasonable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.765625,
+ "TA": 2.3125,
+ "MQ": 3.125,
+ "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 frantic, erratic first-person view as if the viewer is running through a dense, claustrophobic forest of towering evergreens. The camera, representing the runners eyes, swings violently up and down with each heavy footstep, which treads across a treacherous carpet of dark soil, gnarled roots, and damp pine needles, swerving erratically to narrowly avoid the thick, moss-covered trunks that crowd the frame. Low-hanging branches, laden with sharp green needles, lash violently at the camera, some striking with jarring force, momentarily obscuring vision and filling the periphery with chaotic motion blur. In the twilight hours, the low-hanging sun pierces the thick canopy, casting sharp golden rays that create disorienting flickers between blinding brightness and deep, oppressive shadows. This high-contrast world of deep forest greens and earthy browns, punctuated by fleeting bursts of brilliant golden sunlight, creates a palpable sense of panic and suffocating urgency, driven by relentless forward motion and a constant chaotic assault on the senses\n\nVisual Quality Assessment:\nAcross the video, the visuals show a forest scene captured with a wide-angle lens that introduces noticeable distortion around edges. The resolution is moderate; there is some softness and mild blur, but no severe artifacts. Lighting is natural and consistent, with dappled sunlight filtering through the canopy. Overall, the image quality is acceptable and coherent, though not pristine or highly detailed.\n\nText-to-Video Alignment Assessment:\nThe video includes several elements described in the prompt, such as a forest setting, tall trees, moss-covered trunks, and a wide-angle perspective that can imply disorientation. However, key aspects of the prompt are not convincingly realized: the motion appears relatively stable rather than frenetic, and there is little evidence of the described dynamic camera work or chaotic interactions with branches or roots. The alignment is partial, capturing some atmosphere but missing the intense, frantic energy and specific motion dynamics.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships among trees, light, and terrain, with no obvious violations of basic physics. Some minor inconsistencies exist, such as edge distortions from the wide-angle lens and occasional lighting/shadow nuances that feel slightly off, but they do not undermine overall realism. Overall, physical consistency is reasonable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_6/index_tensor([672, 672])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_6/index_tensor([672, 672])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..dbd22253bd25521a5d81a61789bf543b098b8111
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_6/index_tensor([672, 672])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, shot from an upward angle, the camera steady, captures a boy, perhaps five or six, with short, shaggy brown hair, a few strands clinging to his forehead with excitement, his cheeks flushed with exertion. He wears a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, and straddles a sturdy wooden dining chair, imagining it as a majestic warhorse. This takes place in a cozy family living room, against a backdrop of softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm.",
+ "seed": 32287,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_6/index_672_seed_32287_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.75,
+ "video_score2_ta": 2.328125,
+ "video_score2_mq": 2.75,
+ "video_score2_overall": 7.8125,
+ "avg": 7.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from an upward angle, the camera steady, captures a boy, perhaps five or six, with short, shaggy brown hair, a few strands clinging to his forehead with excitement, his cheeks flushed with exertion. He wears a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, and straddles a sturdy wooden dining chair, imagining it as a majestic warhorse. This takes place in a cozy family living room, against a backdrop of softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an upward angle featuring a boy around five or six with short, shaggy brown hair, wearing a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, straddling a sturdy wooden dining chair, imagining it as a majestic warhorse. The scene is set in a cozy family living room with softly carpeted wood floors and a distant corner of a sofa. The boy grips the chair's backrest as if it were reins, throws his weight forward, lifts the chair's front legs, then throws his weight backward, leaving the back legs suspended in the air. Soft afternoon sunlight filters through a window, illuminating the chair's surface and casting rapid shadows on the floor. The boy's eyes are wide, his mouth slightly open, conveying intense concentration and joy. The overall mood is one of pure childhood imagination, fearless energy, and a sense of world-conquest, with a warm, dynamic atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains warm and consistent, with natural color tones. There are no obvious distortions or artifacts, and the scene maintains coherence across frames. However, the overall sharpness and fine detail are moderate rather than high, and some textures (e.g., fabrics, wood grain) are not rendered with exceptional clarity. Overall, Visual Quality is mid-range.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—medium shot, upward angle, a boy around five or six, short shaggy brown hair, striped shirt, dark shorts, barefoot, and a wooden chair in a cozy living-room setting with warm lighting. However, key imaginative actions described in the prompt are not realized: there is no evident lifting of the chair's front legs, no backward throw, and the chair remains grounded throughout. The emotional intensity and the sense of dynamic movement are only partially conveyed. Overall, Text-to-Video Alignment is moderate.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to basic physical plausibility: the boy’s proportions, the chair’s structure, and the room layout appear coherent, and lighting/shadows behave consistently. The absence of the dramatic chair manipulation reduces the perceived realism of the intended action, but there are no glaring physical contradictions. Overall, Physical Consistency is mid-range.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.75,
+ "TA": 2.328125,
+ "MQ": 2.75,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an upward angle featuring a boy around five or six with short, shaggy brown hair, wearing a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, straddling a sturdy wooden dining chair, imagining it as a majestic warhorse. The scene is set in a cozy family living room with softly carpeted wood floors and a distant corner of a sofa. The boy grips the chair's backrest as if it were reins, throws his weight forward, lifts the chair's front legs, then throws his weight backward, leaving the back legs suspended in the air. Soft afternoon sunlight filters through a window, illuminating the chair's surface and casting rapid shadows on the floor. The boy's eyes are wide, his mouth slightly open, conveying intense concentration and joy. The overall mood is one of pure childhood imagination, fearless energy, and a sense of world-conquest, with a warm, dynamic atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains warm and consistent, with natural color tones. There are no obvious distortions or artifacts, and the scene maintains coherence across frames. However, the overall sharpness and fine detail are moderate rather than high, and some textures (e.g., fabrics, wood grain) are not rendered with exceptional clarity. Overall, Visual Quality is mid-range.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—medium shot, upward angle, a boy around five or six, short shaggy brown hair, striped shirt, dark shorts, barefoot, and a wooden chair in a cozy living-room setting with warm lighting. However, key imaginative actions described in the prompt are not realized: there is no evident lifting of the chair's front legs, no backward throw, and the chair remains grounded throughout. The emotional intensity and the sense of dynamic movement are only partially conveyed. Overall, Text-to-Video Alignment is moderate.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to basic physical plausibility: the boy’s proportions, the chair’s structure, and the room layout appear coherent, and lighting/shadows behave consistently. The absence of the dramatic chair manipulation reduces the perceived realism of the intended action, but there are no glaring physical contradictions. Overall, Physical Consistency is mid-range.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from an upward angle, the camera steady, captures a boy, perhaps five or six, with short, shaggy brown hair, a few strands clinging to his forehead with excitement, his cheeks flushed with exertion. He wears a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, and straddles a sturdy wooden dining chair, imagining it as a majestic warhorse. This takes place in a cozy family living room, against a backdrop of softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm.",
+ "seed": 32288,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_6/index_672_seed_32288_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 1.9375,
+ "video_score2_mq": 2.640625,
+ "video_score2_overall": 7.5,
+ "avg": 7.5,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from an upward angle, the camera steady, captures a boy, perhaps five or six, with short, shaggy brown hair, a few strands clinging to his forehead with excitement, his cheeks flushed with exertion. He wears a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, and straddles a sturdy wooden dining chair, imagining it as a majestic warhorse. This takes place in a cozy family living room, against a backdrop of softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm.",
+ "token_credit_reward": 7.5,
+ "selected_reward": 7.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic scene where a boy sits on a wooden chair, imagining it as a warhorse, performing exaggerated balance moves while the camera captures a medium shot from an upward angle with warm lighting. In the actual video, the content is largely static: the boy remains seated and eating, with no chair movement or dramatic actions. The setting is indoors with a table visible, and the lighting is warm, but the core imaginative sequence and energetic dynamics described in the prompt are not realized. Overall, the alignment between the prompt and the video is poor due to missing key elements and motion.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some softness and occasional compression artifacts. Lighting is warm and consistent, and colors are reasonably saturated. There is little variation across frames, indicating limited motion and a relatively static sequence. No major distortions are evident, but the overall sharpness and detail are not high. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the video. The prompt calls for a dynamic, imaginative scene with a moving chair, exaggerated balance, and energetic expressions; the video presents a calm, static moment of a child eating at a table with no chair movement or dramatic action. The alignment score should reflect this significant discrepancy (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical plausibility: the boy sits normally on a chair, eats, and interacts with objects in a believable manner. There are no obvious physics violations or implausible interactions. However, because the intended dynamic scenario is absent, the assessment of physical realism for that specific action is moot. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 1.9375,
+ "MQ": 2.640625,
+ "Overall": 7.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic scene where a boy sits on a wooden chair, imagining it as a warhorse, performing exaggerated balance moves while the camera captures a medium shot from an upward angle with warm lighting. In the actual video, the content is largely static: the boy remains seated and eating, with no chair movement or dramatic actions. The setting is indoors with a table visible, and the lighting is warm, but the core imaginative sequence and energetic dynamics described in the prompt are not realized. Overall, the alignment between the prompt and the video is poor due to missing key elements and motion.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some softness and occasional compression artifacts. Lighting is warm and consistent, and colors are reasonably saturated. There is little variation across frames, indicating limited motion and a relatively static sequence. No major distortions are evident, but the overall sharpness and detail are not high. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the video. The prompt calls for a dynamic, imaginative scene with a moving chair, exaggerated balance, and energetic expressions; the video presents a calm, static moment of a child eating at a table with no chair movement or dramatic action. The alignment score should reflect this significant discrepancy (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical plausibility: the boy sits normally on a chair, eats, and interacts with objects in a believable manner. There are no obvious physics violations or implausible interactions. However, because the intended dynamic scenario is absent, the assessment of physical realism for that specific action is moot. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from an upward angle, the camera steady, captures a boy, perhaps five or six, with short, shaggy brown hair, a few strands clinging to his forehead with excitement, his cheeks flushed with exertion. He wears a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, and straddles a sturdy wooden dining chair, imagining it as a majestic warhorse. This takes place in a cozy family living room, against a backdrop of softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm.",
+ "seed": 32289,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_6/index_672_seed_32289_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "question": "medium shot, shot from an upward angle, the camera steady, captures a boy, perhaps five or six, with short, shaggy brown hair, a few strands clinging to his forehead with excitement, his cheeks flushed with exertion. He wears a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, and straddles a sturdy wooden dining chair, imagining it as a majestic warhorse. This takes place in a cozy family living room, against a backdrop of softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm.",
+ "token_credit_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an upward angle featuring a boy around five or six with short, shaggy brown hair, wearing a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, straddling a sturdy wooden dining chair, imagining it as a majestic warhorse. The scene is set in a cozy family living room with soft carpeted wood floors and a distant corner of a sofa. The boy grips the chair's backrest as if it were reins, throws his weight forward, lifts the chair's front legs, then throws his weight backward, leaving the back legs suspended in the air. Soft afternoon sunlight filters through a window, creating a warm atmosphere. The boy's eyes are wide, conveying concentration and wildness, while his mouth remains tight except for slight rises at the corners during movement. The overall mood is one of pure childhood imagination, fearless energy, and a sense of ambition to conquer the world, with a warm, dynamic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, with occasional mild softness and minor compression artifacts that do not dominate the viewing experience. Lighting is warm and consistent, and color reproduction is acceptable though not exceptional. There are no major distortions or abrupt frame-to-frame changes, and the sequence remains coherent across shots. In sum, the video presents a credible visual presentation without notable flaws, but it does not reach high-end quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several core elements such as the boy’s approximate age, the striped shirt, blue shorts, and the chair interaction within a warm indoor setting. However, key imaginative actions described in the prompt—specifically the dramatic weight shifts, the chair being imagined as a warhorse, and the dynamic, exaggerated balance—are not convincingly realized. The scene remains relatively static and lacks the intended kinetic energy and narrative progression, resulting in only partial alignment with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and basic physics, and there are no obvious anatomical or object-interaction errors. Yet the absence of the expected dynamic motion and the mismatch between the described imaginative actions and their execution introduce mild inconsistencies with common-sense expectations, reducing overall coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.71875,
+ "TA": 2.375,
+ "MQ": 2.703125,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an upward angle featuring a boy around five or six with short, shaggy brown hair, wearing a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, straddling a sturdy wooden dining chair, imagining it as a majestic warhorse. The scene is set in a cozy family living room with soft carpeted wood floors and a distant corner of a sofa. The boy grips the chair's backrest as if it were reins, throws his weight forward, lifts the chair's front legs, then throws his weight backward, leaving the back legs suspended in the air. Soft afternoon sunlight filters through a window, creating a warm atmosphere. The boy's eyes are wide, conveying concentration and wildness, while his mouth remains tight except for slight rises at the corners during movement. The overall mood is one of pure childhood imagination, fearless energy, and a sense of ambition to conquer the world, with a warm, dynamic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, with occasional mild softness and minor compression artifacts that do not dominate the viewing experience. Lighting is warm and consistent, and color reproduction is acceptable though not exceptional. There are no major distortions or abrupt frame-to-frame changes, and the sequence remains coherent across shots. In sum, the video presents a credible visual presentation without notable flaws, but it does not reach high-end quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several core elements such as the boy’s approximate age, the striped shirt, blue shorts, and the chair interaction within a warm indoor setting. However, key imaginative actions described in the prompt—specifically the dramatic weight shifts, the chair being imagined as a warhorse, and the dynamic, exaggerated balance—are not convincingly realized. The scene remains relatively static and lacks the intended kinetic energy and narrative progression, resulting in only partial alignment with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and basic physics, and there are no obvious anatomical or object-interaction errors. Yet the absence of the expected dynamic motion and the mismatch between the described imaginative actions and their execution introduce mild inconsistencies with common-sense expectations, reducing overall coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from an upward angle, the camera steady, captures a boy, perhaps five or six, with short, shaggy brown hair, a few strands clinging to his forehead with excitement, his cheeks flushed with exertion. He wears a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, and straddles a sturdy wooden dining chair, imagining it as a majestic warhorse. This takes place in a cozy family living room, against a backdrop of softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm.",
+ "seed": 32290,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000172/group_6/index_672_seed_32290_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.71875,
+ "video_score2_ta": 2.578125,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 8.0625,
+ "avg": 8.03125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from an upward angle, the camera steady, captures a boy, perhaps five or six, with short, shaggy brown hair, a few strands clinging to his forehead with excitement, his cheeks flushed with exertion. He wears a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, and straddles a sturdy wooden dining chair, imagining it as a majestic warhorse. This takes place in a cozy family living room, against a backdrop of softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an upward angle featuring a boy around five or six with short, shaggy brown hair, wearing a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, straddling a sturdy wooden dining chair, imagining it as a majestic warhorse. The scene is set in a cozy family living room with softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. The resolution is adequate and lighting remains warm and consistent, with natural color tones and generally stable framing. There are no major distortions or artifacts, and the scene maintains coherence across shots. However, there are occasional minor softness and slight noise in some frames, which prevents a high-end impression. Overall, Visual Quality aligns with a mid-level score.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (a boy, a chair, indoor setting, warm lighting). However, key aspects of the prompt are not convincingly realized: the exaggerated weight-forward and backward movements, the dramatic suspension of the chair, and the intense emotional expression are not clearly depicted. The alignment is partial rather than complete, resulting in a moderate score.\n\nPhysical Consistency / Common-sense:\nThe scene remains physically plausible within a child’s imaginative play; the chair’s stability and the boy’s balance are believable given the context. No obvious physics violations are present, though the dynamics are not highly dynamic. Overall, Physical Consistency is acceptable but not exceptional.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.71875,
+ "TA": 2.578125,
+ "MQ": 2.734375,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from an upward angle featuring a boy around five or six with short, shaggy brown hair, wearing a slightly baggy striped T-shirt and dark blue gym shorts, barefoot, straddling a sturdy wooden dining chair, imagining it as a majestic warhorse. The scene is set in a cozy family living room with softly carpeted wood floors and a distant corner of a sofa. The boy grips the top of the chair's backrest tightly, as if it were the reins of a warhorse. He throws his entire weight forward, lifting the chair's front legs heavily off the ground. Then, with all his might, he throws his weight backward, leaving the back legs practically suspended in the air, achieving a precarious yet exhilarating balance. Soft afternoon sunlight slants through the window, illuminating the chair's smooth surface, reflecting a warm patina and casting rapidly shifting shadows on the floor with each violent sway. His eyes were wide open, flashing with concentration and wildness, his mouth was tightly closed, but the corners of his mouth could not help but rise slightly, revealing a pure, immersive joy. The whole scene was full of pure childhood imagination, fearless energy and an ambition to conquer the world. The atmosphere was both dynamic and warm\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. The resolution is adequate and lighting remains warm and consistent, with natural color tones and generally stable framing. There are no major distortions or artifacts, and the scene maintains coherence across shots. However, there are occasional minor softness and slight noise in some frames, which prevents a high-end impression. Overall, Visual Quality aligns with a mid-level score.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (a boy, a chair, indoor setting, warm lighting). However, key aspects of the prompt are not convincingly realized: the exaggerated weight-forward and backward movements, the dramatic suspension of the chair, and the intense emotional expression are not clearly depicted. The alignment is partial rather than complete, resulting in a moderate score.\n\nPhysical Consistency / Common-sense:\nThe scene remains physically plausible within a child’s imaginative play; the chair’s stability and the boy’s balance are believable given the context. No obvious physics violations are present, though the dynamics are not highly dynamic. Overall, Physical Consistency is acceptable but not exceptional.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_0/index_tensor([6899, 6899])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_0/index_tensor([6899, 6899])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..63a310497ed70461bcdf6d65df7d3731d987a588
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_0/index_tensor([6899, 6899])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium close-up shot, shot from a level angle and slowly moving forward, focuses on the empress, clad in a gorgeous crimson silk palace gown. She sits upright on a carved rosewood chair. The lapels and wide sleeves of her gown are intricately embroidered with phoenix motifs in gold thread. Her long, jet-black hair is meticulously styled into a towering, classical bun, adorned with swaying golden hairpins and a pearl hairpin. A soft ray of afternoon sunlight filters through the quaint carved window panes in the background, glazing her profile and the silk fabric with a warm golden halo. A plump, snow-white, fluffy Persian cat curls lazily in her lap, eyes closed and purring with barely audible contentment. The queen had a gentle and peaceful smile on her face, her eyes lowered. She slowly raised her fair and slender right hand, and the emerald green and warm jade ring on her ring finger shone with a soft luster in the light. Her fingertips carefully and extremely gently touched the top of the cat's head, and then stroked its smooth back with a steady and leisurely rhythm. The whole picture was rich and noble in color, creating an extremely peaceful, private and warm atmosphere full of royal nobility in the quiet light and shadow.",
+ "seed": 22925,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_0/index_6899_seed_22925_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.421875,
+ "video_score2_ta": 4.09375,
+ "video_score2_mq": 3.859375,
+ "video_score2_overall": 11.375,
+ "avg": 11.375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium close-up shot, shot from a level angle and slowly moving forward, focuses on the empress, clad in a gorgeous crimson silk palace gown. She sits upright on a carved rosewood chair. The lapels and wide sleeves of her gown are intricately embroidered with phoenix motifs in gold thread. Her long, jet-black hair is meticulously styled into a towering, classical bun, adorned with swaying golden hairpins and a pearl hairpin. A soft ray of afternoon sunlight filters through the quaint carved window panes in the background, glazing her profile and the silk fabric with a warm golden halo. A plump, snow-white, fluffy Persian cat curls lazily in her lap, eyes closed and purring with barely audible contentment. The queen had a gentle and peaceful smile on her face, her eyes lowered. She slowly raised her fair and slender right hand, and the emerald green and warm jade ring on her ring finger shone with a soft luster in the light. Her fingertips carefully and extremely gently touched the top of the cat's head, and then stroked its smooth back with a steady and leisurely rhythm. The whole picture was rich and noble in color, creating an extremely peaceful, private and warm atmosphere full of royal nobility in the quiet light and shadow.",
+ "token_credit_reward": 11.375,
+ "selected_reward": 11.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a regal figure in a crimson palace gown seated on a carved rosewood chair, with intricate gold-thread embroidery on the lapels and wide sleeves, long jet-black hair styled in a towering classical bun adorned with golden hairpins and a pearl hairpin, soft afternoon sunlight filtering through carved window panes, and a white Persian cat resting in her lap while she smiles gently with eyes lowered. The hand movement is described as raising the emerald ring finger and touching the cat's head before stroking its back with a steady, leisurely rhythm. The overall mood is rich and noble, with a peaceful, private atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high, lighting is warm and consistent, and colors are rich and well-saturated. There are no obvious distortions or artifacts, and transitions between frames appear smooth. However, there are occasional minor imperfections (e.g., slight noise in uniform areas or very subtle color fringing) that prevent a perfect 5. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: the empress figure, the crimson gown, the ornate chair, the elaborate hair styling, the sunlit ambiance, and the presence of the white cat. The hand gesture sequence is present but not always rendered with exact timing or emphasis, introducing small deviations from the prompt. These minor discrepancies keep the alignment strong yet not flawless, corresponding to a Text-to-Video Alignment score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent spatial relationships, natural-looking lighting, and plausible interactions among the empress, gown, cat, and environment. There are no major logical inconsistencies; only very minor timing or motion nuances in gestures do not break believability. This supports a Physical/Common-sense Consistency score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 4.09375,
+ "MQ": 3.859375,
+ "Overall": 11.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a regal figure in a crimson palace gown seated on a carved rosewood chair, with intricate gold-thread embroidery on the lapels and wide sleeves, long jet-black hair styled in a towering classical bun adorned with golden hairpins and a pearl hairpin, soft afternoon sunlight filtering through carved window panes, and a white Persian cat resting in her lap while she smiles gently with eyes lowered. The hand movement is described as raising the emerald ring finger and touching the cat's head before stroking its back with a steady, leisurely rhythm. The overall mood is rich and noble, with a peaceful, private atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high, lighting is warm and consistent, and colors are rich and well-saturated. There are no obvious distortions or artifacts, and transitions between frames appear smooth. However, there are occasional minor imperfections (e.g., slight noise in uniform areas or very subtle color fringing) that prevent a perfect 5. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: the empress figure, the crimson gown, the ornate chair, the elaborate hair styling, the sunlit ambiance, and the presence of the white cat. The hand gesture sequence is present but not always rendered with exact timing or emphasis, introducing small deviations from the prompt. These minor discrepancies keep the alignment strong yet not flawless, corresponding to a Text-to-Video Alignment score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent spatial relationships, natural-looking lighting, and plausible interactions among the empress, gown, cat, and environment. There are no major logical inconsistencies; only very minor timing or motion nuances in gestures do not break believability. This supports a Physical/Common-sense Consistency score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
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+ {
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+ "seed": 22926,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_0/index_6899_seed_22926_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 10.125,
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+ "question": "medium close-up shot, shot from a level angle and slowly moving forward, focuses on the empress, clad in a gorgeous crimson silk palace gown. She sits upright on a carved rosewood chair. The lapels and wide sleeves of her gown are intricately embroidered with phoenix motifs in gold thread. Her long, jet-black hair is meticulously styled into a towering, classical bun, adorned with swaying golden hairpins and a pearl hairpin. A soft ray of afternoon sunlight filters through the quaint carved window panes in the background, glazing her profile and the silk fabric with a warm golden halo. A plump, snow-white, fluffy Persian cat curls lazily in her lap, eyes closed and purring with barely audible contentment. The queen had a gentle and peaceful smile on her face, her eyes lowered. She slowly raised her fair and slender right hand, and the emerald green and warm jade ring on her ring finger shone with a soft luster in the light. Her fingertips carefully and extremely gently touched the top of the cat's head, and then stroked its smooth back with a steady and leisurely rhythm. The whole picture was rich and noble in color, creating an extremely peaceful, private and warm atmosphere full of royal nobility in the quiet light and shadow.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a regal figure in a crimson palace gown seated on a carved rosewood chair, with intricate embroidery and ornate hair styling, accompanied by a white Persian cat in her lap. The lighting is warm and the overall mood is tranquil and regal.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and attire, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and the subject stays well defined across frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The key elements—subject appearance, clothing, setting, and the presence of the cat—are faithfully represented, and the warm lighting and serene expression support the intended mood. Some very specific actions described in the prompt are not clearly observable in the frames, but these do not significantly detract from overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Proportions, lighting, and spatial relationships are generally plausible, with no major distortions. However, subtle inconsistencies in fine-grained motion or interaction details may be present, 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": 3.125,
+ "TA": 3.734375,
+ "MQ": 3.21875,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a regal figure in a crimson palace gown seated on a carved rosewood chair, with intricate embroidery and ornate hair styling, accompanied by a white Persian cat in her lap. The lighting is warm and the overall mood is tranquil and regal.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and attire, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and the subject stays well defined across frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The key elements—subject appearance, clothing, setting, and the presence of the cat—are faithfully represented, and the warm lighting and serene expression support the intended mood. Some very specific actions described in the prompt are not clearly observable in the frames, but these do not significantly detract from overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Proportions, lighting, and spatial relationships are generally plausible, with no major distortions. However, subtle inconsistencies in fine-grained motion or interaction details may be present, 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"
+ ]
+ },
+ {
+ "prompt": "medium close-up shot, shot from a level angle and slowly moving forward, focuses on the empress, clad in a gorgeous crimson silk palace gown. She sits upright on a carved rosewood chair. The lapels and wide sleeves of her gown are intricately embroidered with phoenix motifs in gold thread. Her long, jet-black hair is meticulously styled into a towering, classical bun, adorned with swaying golden hairpins and a pearl hairpin. A soft ray of afternoon sunlight filters through the quaint carved window panes in the background, glazing her profile and the silk fabric with a warm golden halo. A plump, snow-white, fluffy Persian cat curls lazily in her lap, eyes closed and purring with barely audible contentment. The queen had a gentle and peaceful smile on her face, her eyes lowered. She slowly raised her fair and slender right hand, and the emerald green and warm jade ring on her ring finger shone with a soft luster in the light. Her fingertips carefully and extremely gently touched the top of the cat's head, and then stroked its smooth back with a steady and leisurely rhythm. The whole picture was rich and noble in color, creating an extremely peaceful, private and warm atmosphere full of royal nobility in the quiet light and shadow.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a regal figure in a crimson palace gown seated on a carved rosewood chair, with intricate embroidery and ornate hair styling, accompanied by a white Persian cat in a sunlit interior. The overall mood is intended to be rich, tranquil, and regal.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong: resolution is clear, lighting is warm and consistent, and colors are rich and well-saturated. There are no obvious distortions or artifacts, and the composition remains stable. However, there are occasional minor imperfections (e.g., slight texture variation or subtle noise in some frames) that prevent a perfect 5. Overall, Visual Quality is solid but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures many key elements described in the prompt—close framing, level-angle perspective, a regal figure in red attire, ornate hair, and a white cat in a sunlit interior. However, several specific details are not clearly realized: the exact chair design is not distinctly visible, and the precise hand gesture and ring interaction are not consistently evident across frames. These gaps indicate moderate misalignment between the prompt and the video, supporting a Text-to-Video Alignment score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent spatial relationships, plausible lighting, and believable material behavior. The cat’s placement and the figure’s posture read as natural, and there are no obvious physical contradictions. Some minor ambiguities in fine-grained interactions exist, but they do not undermine overall plausibility, yielding a Physical Consistency score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.46875,
+ "TA": 3.78125,
+ "MQ": 3.828125,
+ "Overall": 11.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a regal figure in a crimson palace gown seated on a carved rosewood chair, with intricate embroidery and ornate hair styling, accompanied by a white Persian cat in a sunlit interior. The overall mood is intended to be rich, tranquil, and regal.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong: resolution is clear, lighting is warm and consistent, and colors are rich and well-saturated. There are no obvious distortions or artifacts, and the composition remains stable. However, there are occasional minor imperfections (e.g., slight texture variation or subtle noise in some frames) that prevent a perfect 5. Overall, Visual Quality is solid but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures many key elements described in the prompt—close framing, level-angle perspective, a regal figure in red attire, ornate hair, and a white cat in a sunlit interior. However, several specific details are not clearly realized: the exact chair design is not distinctly visible, and the precise hand gesture and ring interaction are not consistently evident across frames. These gaps indicate moderate misalignment between the prompt and the video, supporting a Text-to-Video Alignment score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent spatial relationships, plausible lighting, and believable material behavior. The cat’s placement and the figure’s posture read as natural, and there are no obvious physical contradictions. Some minor ambiguities in fine-grained interactions exist, but they do not undermine overall plausibility, yielding a Physical Consistency score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium close-up shot, shot from a level angle and slowly moving forward, focuses on the empress, clad in a gorgeous crimson silk palace gown. She sits upright on a carved rosewood chair. The lapels and wide sleeves of her gown are intricately embroidered with phoenix motifs in gold thread. Her long, jet-black hair is meticulously styled into a towering, classical bun, adorned with swaying golden hairpins and a pearl hairpin. A soft ray of afternoon sunlight filters through the quaint carved window panes in the background, glazing her profile and the silk fabric with a warm golden halo. A plump, snow-white, fluffy Persian cat curls lazily in her lap, eyes closed and purring with barely audible contentment. The queen had a gentle and peaceful smile on her face, her eyes lowered. She slowly raised her fair and slender right hand, and the emerald green and warm jade ring on her ring finger shone with a soft luster in the light. Her fingertips carefully and extremely gently touched the top of the cat's head, and then stroked its smooth back with a steady and leisurely rhythm. The whole picture was rich and noble in color, creating an extremely peaceful, private and warm atmosphere full of royal nobility in the quiet light and shadow.",
+ "seed": 22928,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_0/index_6899_seed_22928_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 9.0625,
+ "avg": 9.078125,
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+ "question": "medium close-up shot, shot from a level angle and slowly moving forward, focuses on the empress, clad in a gorgeous crimson silk palace gown. She sits upright on a carved rosewood chair. The lapels and wide sleeves of her gown are intricately embroidered with phoenix motifs in gold thread. Her long, jet-black hair is meticulously styled into a towering, classical bun, adorned with swaying golden hairpins and a pearl hairpin. A soft ray of afternoon sunlight filters through the quaint carved window panes in the background, glazing her profile and the silk fabric with a warm golden halo. A plump, snow-white, fluffy Persian cat curls lazily in her lap, eyes closed and purring with barely audible contentment. The queen had a gentle and peaceful smile on her face, her eyes lowered. She slowly raised her fair and slender right hand, and the emerald green and warm jade ring on her ring finger shone with a soft luster in the light. Her fingertips carefully and extremely gently touched the top of the cat's head, and then stroked its smooth back with a steady and leisurely rhythm. The whole picture was rich and noble in color, creating an extremely peaceful, private and warm atmosphere full of royal nobility in the quiet light and shadow.",
+ "token_credit_reward": 9.0625,
+ "selected_reward": 9.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a regal figure in a crimson palace gown seated on an ornate chair, with intricate embroidery and a serene demeanor. A white Persian cat rests comfortably in the lap, while soft lighting and a calm mood are intended to convey a sense of royal tranquility.\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 later segments. There are occasional compression artifacts and mild color desaturation that reduce sharpness. Lighting remains warm and consistent, yet fine details such as embroidery patterns and facial features are not always crisp. Transitions between frames are generally smooth, though minor temporal inconsistencies can be observed. In sum, the video presents a plausible but not high-fidelity visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—empress-like figure in a crimson gown, seated on an ornate chair, the presence of a white cat, warm lighting, and a tranquil atmosphere—are well represented. Some finer details (e.g., exact hand gesture nuances or precise cat posture) may vary slightly, but they do not significantly detract from the overall correspondence. The scene captures the intended mood and composition closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with no major violations of physics. However, there are subtle inconsistencies in micro-motions and interactions (e.g., slight mismatches in hand contact timing or cat movement) that prevent a higher score. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.171875,
+ "TA": 3.671875,
+ "MQ": 3.234375,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a regal figure in a crimson palace gown seated on an ornate chair, with intricate embroidery and a serene demeanor. A white Persian cat rests comfortably in the lap, while soft lighting and a calm mood are intended to convey a sense of royal tranquility.\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 later segments. There are occasional compression artifacts and mild color desaturation that reduce sharpness. Lighting remains warm and consistent, yet fine details such as embroidery patterns and facial features are not always crisp. Transitions between frames are generally smooth, though minor temporal inconsistencies can be observed. In sum, the video presents a plausible but not high-fidelity visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—empress-like figure in a crimson gown, seated on an ornate chair, the presence of a white cat, warm lighting, and a tranquil atmosphere—are well represented. Some finer details (e.g., exact hand gesture nuances or precise cat posture) may vary slightly, but they do not significantly detract from the overall correspondence. The scene captures the intended mood and composition closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with no major violations of physics. However, there are subtle inconsistencies in micro-motions and interactions (e.g., slight mismatches in hand contact timing or cat movement) that prevent a higher score. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_1/index_tensor([2812, 2812])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_1/index_tensor([2812, 2812])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2236b4822a3dc2814dccdd308b03e2e32757a915
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_1/index_tensor([2812, 2812])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 17521,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_1/index_2812_seed_17521_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 2.078125,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.1875,
+ "avg": 8.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, low-angle tracking shot follows a massive giant panda as it journeys through the depths of a lush bamboo forest shrouded in thick morning mist. The panda's thick, distinct black and white fur appears incredibly realistic in the soft, diffused light, each strand of black and creamy white hair clearly visible, even the tiny droplets of water clinging to its damp fur. With a leisurely, yet clumsy gait, it steadily explores, its sturdy body slightly hunched, its massive paws carefully treading the damp, fallen leaves. Occasionally, it pauses, raising its classic round face, its damp black nose twitching slightly as it seems to sniff the fresh bamboo air. A thin mist slowly drifts between the bamboo stalks, obscuring the distant landscape and creating a tranquil and mysterious atmosphere. Light penetrates the mist, casting a soft, subtle sheen on its glossy black fur and the surrounding lush bamboo leaves, creating an almost documentary-like sense of reality and an enchanting natural beauty.",
+ "token_credit_reward": 8.1875,
+ "selected_reward": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, low-angle tracking shot following a single massive giant panda through a lush bamboo forest shrouded in thick morning mist. It emphasizes the panda's thick black-and-white fur, a damp, exploratory gait, and a misty, atmospheric setting with light penetrating the mist to create a soft, natural look.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show two pandas instead of one, which is a notable deviation from the prompt. The resolution is acceptable but not high, and there is some softness and mild blur that reduces fine detail. Color saturation is somewhat elevated, giving a slightly artificial feel, though lighting remains soft and diffused. There are no major distortions or abrupt frame changes, and the scene maintains a coherent composition. The presence of two animals and the mild artifacting keep the overall quality at a middle level rather than high realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes two pandas instead of one, which is a clear mismatch. The camera angle appears to be near eye level rather than a low-angle tracking shot, and while bamboo is present, the forest density and mist described in the prompt are not convincingly realized. The fur texture is somewhat artificial due to processing, and the damp, exploratory gait is not strongly conveyed. Overall, several key elements align, but important aspects of the prompt are not fully captured.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The two pandas move naturally within the scene, with plausible proportions and interactions with bamboo. There are no obvious physics violations, and the environment behaves coherently. Some minor inconsistencies arise from the mismatch with the prompt (e.g., the absence of a single massive panda and the lack of a convincing low-angle tracking shot), but these do not undermine basic common-sense expectations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "MQ": 3.0625,
+ "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 slow, low-angle tracking shot following a single massive giant panda through a lush bamboo forest shrouded in thick morning mist. It emphasizes the panda's thick black-and-white fur, a damp, exploratory gait, and a misty, atmospheric setting with light penetrating the mist to create a soft, natural look.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show two pandas instead of one, which is a notable deviation from the prompt. The resolution is acceptable but not high, and there is some softness and mild blur that reduces fine detail. Color saturation is somewhat elevated, giving a slightly artificial feel, though lighting remains soft and diffused. There are no major distortions or abrupt frame changes, and the scene maintains a coherent composition. The presence of two animals and the mild artifacting keep the overall quality at a middle level rather than high realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes two pandas instead of one, which is a clear mismatch. The camera angle appears to be near eye level rather than a low-angle tracking shot, and while bamboo is present, the forest density and mist described in the prompt are not convincingly realized. The fur texture is somewhat artificial due to processing, and the damp, exploratory gait is not strongly conveyed. Overall, several key elements align, but important aspects of the prompt are not fully captured.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The two pandas move naturally within the scene, with plausible proportions and interactions with bamboo. There are no obvious physics violations, and the environment behaves coherently. Some minor inconsistencies arise from the mismatch with the prompt (e.g., the absence of a single massive panda and the lack of a convincing low-angle tracking shot), but these do not undermine basic common-sense expectations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, low-angle tracking shot follows a massive giant panda as it journeys through the depths of a lush bamboo forest shrouded in thick morning mist. The panda's thick, distinct black and white fur appears incredibly realistic in the soft, diffused light, each strand of black and creamy white hair clearly visible, even the tiny droplets of water clinging to its damp fur. With a leisurely, yet clumsy gait, it steadily explores, its sturdy body slightly hunched, its massive paws carefully treading the damp, fallen leaves. Occasionally, it pauses, raising its classic round face, its damp black nose twitching slightly as it seems to sniff the fresh bamboo air. A thin mist slowly drifts between the bamboo stalks, obscuring the distant landscape and creating a tranquil and mysterious atmosphere. Light penetrates the mist, casting a soft, subtle sheen on its glossy black fur and the surrounding lush bamboo leaves, creating an almost documentary-like sense of reality and an enchanting natural beauty.",
+ "seed": 17522,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_1/index_2812_seed_17522_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.5625,
+ "video_score2_ta": 3.296875,
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+ "video_score2_overall": 9.1875,
+ "avg": 9.15625,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, low-angle tracking shot follows a massive giant panda as it journeys through the depths of a lush bamboo forest shrouded in thick morning mist. The panda's thick, distinct black and white fur appears incredibly realistic in the soft, diffused light, each strand of black and creamy white hair clearly visible, even the tiny droplets of water clinging to its damp fur. With a leisurely, yet clumsy gait, it steadily explores, its sturdy body slightly hunched, its massive paws carefully treading the damp, fallen leaves. Occasionally, it pauses, raising its classic round face, its damp black nose twitching slightly as it seems to sniff the fresh bamboo air. A thin mist slowly drifts between the bamboo stalks, obscuring the distant landscape and creating a tranquil and mysterious atmosphere. Light penetrates the mist, casting a soft, subtle sheen on its glossy black fur and the surrounding lush bamboo leaves, creating an almost documentary-like sense of reality and an enchanting natural beauty.",
+ "token_credit_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 slow, low-angle tracking shot following a massive giant panda through a lush bamboo forest shrouded in thick morning mist. It emphasizes the panda's thick black-and-white fur, a damp, exploratory gait, and a misty environment that yields a tranquil, almost documentary-like realism.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some compression artifacts and mild softness; fur texture is present but not razor-sharp, and there is occasional motion blur. Lighting remains soft and diffused, consistent with the misty setting, though color grading is somewhat muted. The sequence is stable with no major distortions, but the image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a large panda, a low-angle tracking perspective, and a lush bamboo backdrop with visible mist. The panda's distinctive fur pattern and damp appearance align with the description, and the scene conveys a tranquil, natural mood. Minor deviations exist in the exact gait dynamics and the density of bamboo detail, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The panda’s anatomy and interaction with vegetation appear plausible, and the mist behavior is believable. However, some environmental interactions and lighting cues feel slightly stylized or simplified, which prevents a higher level of realism while maintaining overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5625,
+ "TA": 3.296875,
+ "MQ": 3.296875,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, low-angle tracking shot following a massive giant panda through a lush bamboo forest shrouded in thick morning mist. It emphasizes the panda's thick black-and-white fur, a damp, exploratory gait, and a misty environment that yields a tranquil, almost documentary-like realism.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some compression artifacts and mild softness; fur texture is present but not razor-sharp, and there is occasional motion blur. Lighting remains soft and diffused, consistent with the misty setting, though color grading is somewhat muted. The sequence is stable with no major distortions, but the image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a large panda, a low-angle tracking perspective, and a lush bamboo backdrop with visible mist. The panda's distinctive fur pattern and damp appearance align with the description, and the scene conveys a tranquil, natural mood. Minor deviations exist in the exact gait dynamics and the density of bamboo detail, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The panda’s anatomy and interaction with vegetation appear plausible, and the mist behavior is believable. However, some environmental interactions and lighting cues feel slightly stylized or simplified, which prevents a higher level of realism while maintaining overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 17523,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_1/index_2812_seed_17523_dp_3_rank_6_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.09375,
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+ "video_score2_overall": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, low-angle tracking shot following a massive giant panda through a lush bamboo forest shrouded in thick morning mist. The panda's thick, distinct black and white fur is to appear incredibly realistic in soft, diffused light, with each strand of hair clearly visible and any water droplets on damp fur. The panda is to move with a leisurely, yet clumsy gait, exploring with a slightly hunched body and careful paw placement on damp fallen leaves. Occasional pauses are to be shown, with the panda raising its round face and a damp black nose twitching as it seems to sniff the bamboo air. A thin mist is to drift between bamboo stalks, obscuring the distant landscape and creating a tranquil, mysterious atmosphere. Light is to penetrate the mist, casting a soft, subtle sheen on the glossy black fur and the surrounding lush bamboo leaves, giving a documentary-like sense of reality and enchanting natural beauty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur that reduce fine detail, especially in fur texture and distant background. The panda remains identifiable and reasonably well-defined, while background elements are less crisp. There are no major distortions or artifacts, and lighting remains consistent across frames. The motion appears smooth, though the overall sharpness limits perceived realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a large panda, a low-angle tracking perspective, and a lush bamboo setting with atmospheric mist. The panda’s black-and-white fur, damp appearance, and gentle movement align with the description. Some minor deviations exist: the exact degree of dampness and the precise mist density may vary, and a few environmental details are not perfectly matched. Nevertheless, the core elements—subject, mood, and scene composition—are well captured, yielding high fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The panda’s anatomy and behavior are plausible, and the interaction with the environment reads as believable. However, there are small inconsistencies in lighting, mist behavior, and scale cues that prevent a perfect match to real-world expectations. Overall, the scene remains coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.09375,
+ "MQ": 3.40625,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, low-angle tracking shot following a massive giant panda through a lush bamboo forest shrouded in thick morning mist. The panda's thick, distinct black and white fur is to appear incredibly realistic in soft, diffused light, with each strand of hair clearly visible and any water droplets on damp fur. The panda is to move with a leisurely, yet clumsy gait, exploring with a slightly hunched body and careful paw placement on damp fallen leaves. Occasional pauses are to be shown, with the panda raising its round face and a damp black nose twitching as it seems to sniff the bamboo air. A thin mist is to drift between bamboo stalks, obscuring the distant landscape and creating a tranquil, mysterious atmosphere. Light is to penetrate the mist, casting a soft, subtle sheen on the glossy black fur and the surrounding lush bamboo leaves, giving a documentary-like sense of reality and enchanting natural beauty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur that reduce fine detail, especially in fur texture and distant background. The panda remains identifiable and reasonably well-defined, while background elements are less crisp. There are no major distortions or artifacts, and lighting remains consistent across frames. The motion appears smooth, though the overall sharpness limits perceived realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a large panda, a low-angle tracking perspective, and a lush bamboo setting with atmospheric mist. The panda’s black-and-white fur, damp appearance, and gentle movement align with the description. Some minor deviations exist: the exact degree of dampness and the precise mist density may vary, and a few environmental details are not perfectly matched. Nevertheless, the core elements—subject, mood, and scene composition—are well captured, yielding high fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The panda’s anatomy and behavior are plausible, and the interaction with the environment reads as believable. However, there are small inconsistencies in lighting, mist behavior, and scale cues that prevent a perfect match to real-world expectations. Overall, the scene remains coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, low-angle tracking shot follows a massive giant panda as it journeys through the depths of a lush bamboo forest shrouded in thick morning mist. The panda's thick, distinct black and white fur appears incredibly realistic in the soft, diffused light, each strand of black and creamy white hair clearly visible, even the tiny droplets of water clinging to its damp fur. With a leisurely, yet clumsy gait, it steadily explores, its sturdy body slightly hunched, its massive paws carefully treading the damp, fallen leaves. Occasionally, it pauses, raising its classic round face, its damp black nose twitching slightly as it seems to sniff the fresh bamboo air. A thin mist slowly drifts between the bamboo stalks, obscuring the distant landscape and creating a tranquil and mysterious atmosphere. Light penetrates the mist, casting a soft, subtle sheen on its glossy black fur and the surrounding lush bamboo leaves, creating an almost documentary-like sense of reality and an enchanting natural beauty.",
+ "seed": 17524,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_1/index_2812_seed_17524_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.078125,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slow, low-angle tracking shot follows a massive giant panda as it journeys through the depths of a lush bamboo forest shrouded in thick morning mist. The panda's thick, distinct black and white fur appears incredibly realistic in the soft, diffused light, each strand of black and creamy white hair clearly visible, even the tiny droplets of water clinging to its damp fur. With a leisurely, yet clumsy gait, it steadily explores, its sturdy body slightly hunched, its massive paws carefully treading the damp, fallen leaves. Occasionally, it pauses, raising its classic round face, its damp black nose twitching slightly as it seems to sniff the fresh bamboo air. A thin mist slowly drifts between the bamboo stalks, obscuring the distant landscape and creating a tranquil and mysterious atmosphere. Light penetrates the mist, casting a soft, subtle sheen on its glossy black fur and the surrounding lush bamboo leaves, creating an almost documentary-like sense of reality and an enchanting natural beauty.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, low-angle tracking shot following a massive giant panda through a lush bamboo forest shrouded in thick morning mist. It emphasizes the panda's thick black-and-white fur, a leisurely yet clumsy gait, damp fur with droplets, a hunched body, large paws, damp fallen leaves, occasional pauses with a raised round face, a damp black nose twitching, and a misty environment that creates a tranquil, mysterious atmosphere with light penetrating the mist.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations: occasional motion blur during movement, some compression artifacts, and a somewhat artificial or processed look typical of AI-generated content. The panda remains identifiable across frames, and the bamboo background is present, though fine details are not always crisp. The sequence is reasonably smooth, but the overall realism is tempered by these artifacts.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a panda, a bamboo forest setting, and a misty atmosphere with a low-angle perspective. The scene conveys the intended mood and composition, and the tracking motion aligns with the description. However, certain nuanced aspects such as precise paw placement on damp leaves and the exact timing of nose twitches are not perfectly matched, leaving minor gaps in perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The panda’s anatomy and general behavior are plausible, and the interaction with the misty bamboo environment reads as believable. Some micro-level cues—such as paw contact with leaves and subtle environmental interactions—are not perfectly resolved, resulting in a few small inconsistencies in common-sense reasoning.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 3.046875,
+ "MQ": 3.375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, low-angle tracking shot following a massive giant panda through a lush bamboo forest shrouded in thick morning mist. It emphasizes the panda's thick black-and-white fur, a leisurely yet clumsy gait, damp fur with droplets, a hunched body, large paws, damp fallen leaves, occasional pauses with a raised round face, a damp black nose twitching, and a misty environment that creates a tranquil, mysterious atmosphere with light penetrating the mist.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations: occasional motion blur during movement, some compression artifacts, and a somewhat artificial or processed look typical of AI-generated content. The panda remains identifiable across frames, and the bamboo background is present, though fine details are not always crisp. The sequence is reasonably smooth, but the overall realism is tempered by these artifacts.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a panda, a bamboo forest setting, and a misty atmosphere with a low-angle perspective. The scene conveys the intended mood and composition, and the tracking motion aligns with the description. However, certain nuanced aspects such as precise paw placement on damp leaves and the exact timing of nose twitches are not perfectly matched, leaving minor gaps in perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The panda’s anatomy and general behavior are plausible, and the interaction with the misty bamboo environment reads as believable. Some micro-level cues—such as paw contact with leaves and subtle environmental interactions—are not perfectly resolved, resulting in a few small inconsistencies in common-sense reasoning.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_10/index_tensor([2624, 2624])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_10/index_tensor([2624, 2624])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f52ad782b2ce29f559474387dd8bef58b28791fc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_10/index_tensor([2624, 2624])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 3795,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_10/index_2624_seed_3795_dp_20_rank_40_sample_0_slot_0.mp4",
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+ "avg": 8.59375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This dynamic slow-motion extreme close-up, filmed at eye level with a static camera, meticulously captures the powerful moment of celebratory high-fives. Two hands, one slightly larger and more substantial, the other more slender, move swiftly and decisively toward the center of the frame. The scene is bathed in the warm golden glow of a setting sun, which glints off the skin and creates a soft, atmospheric lens flare against the severely out-of-focus backdrop of lush greenery. As the open palms connect with the resounding clap, the ultra-detailed slow motion reveals the physics of the impact; visible shockwaves surge through the muscles and skin of their hands, the connected force causing the skin to compress and then vibrate. The sheer energy of this moment is palpable, transforming a simple gesture into an epic triumphant event, conveying a powerful sense of shared triumph and excitement.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic slow-motion extreme close-up of two hands performing a celebratory high-five. It specifies:\n- Two hands, one slightly larger and more substantial, the other more slender\n- Moving swiftly and decisively toward the center of the frame\n- Scene bathed in warm golden glow of a setting sun\n- Skin glinting and soft atmospheric lens flare\n- Severely out-of-focus backdrop of lush greenery\n- Open palms connecting with resounding clap\n- Visible shockwaves through muscles and skin\n- Transformation of a simple gesture into an epic triumphant event\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and the warm lighting contributes to a cinematic feel, yet there are occasional minor softness and slight color inconsistencies that prevent a higher score. The background bokeh is present but not perfectly uniform across all frames, and a few frames show mild exposure variation. The hands remain reasonably sharp when in focus, and the lens flare is present without overpowering the scene. In sum, the video presents a competent visual presentation with room for improvement.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The framing as a close-up, the warm golden lighting, and the presence of two hands coming together toward the center are consistent with the description. The hands’ relative sizes and the celebratory context are conveyed, and the sequence progresses toward contact in a way that matches the narrative arc. Minor deviations exist in exact finger positioning and timing, but they do not significantly detract from the overall alignment. Overall, the alignment is strong and coherent with the prompt.\n\nPhysical/Common-sense Consistency:\nThe interaction reads as plausible, with natural hand proportions and a believable celebratory gesture. However, some micro-level cues—such as precise finger articulation during the clap and the timing of the impact—are not perfectly captured, leaving small gaps in perfect realism. The scene remains coherent and physically reasonable, but not flawless in terms of fine-grained common-sense details.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 2.921875,
+ "MQ": 2.984375,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic slow-motion extreme close-up of two hands performing a celebratory high-five. It specifies:\n- Two hands, one slightly larger and more substantial, the other more slender\n- Moving swiftly and decisively toward the center of the frame\n- Scene bathed in warm golden glow of a setting sun\n- Skin glinting and soft atmospheric lens flare\n- Severely out-of-focus backdrop of lush greenery\n- Open palms connecting with resounding clap\n- Visible shockwaves through muscles and skin\n- Transformation of a simple gesture into an epic triumphant event\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and the warm lighting contributes to a cinematic feel, yet there are occasional minor softness and slight color inconsistencies that prevent a higher score. The background bokeh is present but not perfectly uniform across all frames, and a few frames show mild exposure variation. The hands remain reasonably sharp when in focus, and the lens flare is present without overpowering the scene. In sum, the video presents a competent visual presentation with room for improvement.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The framing as a close-up, the warm golden lighting, and the presence of two hands coming together toward the center are consistent with the description. The hands’ relative sizes and the celebratory context are conveyed, and the sequence progresses toward contact in a way that matches the narrative arc. Minor deviations exist in exact finger positioning and timing, but they do not significantly detract from the overall alignment. Overall, the alignment is strong and coherent with the prompt.\n\nPhysical/Common-sense Consistency:\nThe interaction reads as plausible, with natural hand proportions and a believable celebratory gesture. However, some micro-level cues—such as precise finger articulation during the clap and the timing of the impact—are not perfectly captured, leaving small gaps in perfect realism. The scene remains coherent and physically reasonable, but not flawless in terms of fine-grained common-sense details.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This dynamic slow-motion extreme close-up, filmed at eye level with a static camera, meticulously captures the powerful moment of celebratory high-fives. Two hands, one slightly larger and more substantial, the other more slender, move swiftly and decisively toward the center of the frame. The scene is bathed in the warm golden glow of a setting sun, which glints off the skin and creates a soft, atmospheric lens flare against the severely out-of-focus backdrop of lush greenery. As the open palms connect with the resounding clap, the ultra-detailed slow motion reveals the physics of the impact; visible shockwaves surge through the muscles and skin of their hands, the connected force causing the skin to compress and then vibrate. The sheer energy of this moment is palpable, transforming a simple gesture into an epic triumphant event, conveying a powerful sense of shared triumph and excitement.",
+ "seed": 3796,
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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 dynamic slow-motion extreme close-up of two hands performing a celebratory high-five. It specifies two hands (one slightly larger and more substantial, the other more slender) moving quickly toward the center, a warm golden sunset glow, a softly blurred green background, and a moment of impact with visible shockwaves and muscle/skin compression. The overall intent is to convey a powerful, triumphant gesture.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals show moderate quality issues rather than severe degradation. There is some motion blur and mild softness that reduce sharpness, but the frames remain legible and the subjects identifiable. Color grading yields a warm, golden tone consistent with sunset lighting, though contrast and saturation vary slightly between shots. Background separation is present but not consistently pronounced, and occasional minor artifacts or slight instability appear without dominating the viewing experience. Overall, the visual quality is acceptable with noticeable but not crippling limitations.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a close-up of two hands in a celebratory gesture, with warm lighting and a green backdrop. The core elements—two hands, the implied motion toward the center, and the general mood—are captured. Some specifics from the prompt (e.g., precise sizing of the hands, exact timing of the clap, and the dramatic emphasis of shockwaves) are not fully realized, but the essential narrative and atmosphere are conveyed. The alignment is strong overall, with only minor deviations in fine-grained details.\n\nPhysical/Common-sense Consistency:\nThe interaction appears physically plausible: hand proportions look reasonable, the grip and contact dynamics resemble a high-five, and the lighting/shadows support depth. There are no obvious anatomical or physical inconsistencies, and the scene maintains coherent spatial relationships throughout. While the motion blur limits precise assessment of micro-dynamics, there are no clear violations of common-sense expectations.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.078125,
+ "TA": 2.515625,
+ "MQ": 3.0625,
+ "Overall": 7.65625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic slow-motion extreme close-up of two hands performing a celebratory high-five. It specifies two hands (one slightly larger and more substantial, the other more slender) moving quickly toward the center, a warm golden sunset glow, a softly blurred green background, and a moment of impact with visible shockwaves and muscle/skin compression. The overall intent is to convey a powerful, triumphant gesture.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals show moderate quality issues rather than severe degradation. There is some motion blur and mild softness that reduce sharpness, but the frames remain legible and the subjects identifiable. Color grading yields a warm, golden tone consistent with sunset lighting, though contrast and saturation vary slightly between shots. Background separation is present but not consistently pronounced, and occasional minor artifacts or slight instability appear without dominating the viewing experience. Overall, the visual quality is acceptable with noticeable but not crippling limitations.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a close-up of two hands in a celebratory gesture, with warm lighting and a green backdrop. The core elements—two hands, the implied motion toward the center, and the general mood—are captured. Some specifics from the prompt (e.g., precise sizing of the hands, exact timing of the clap, and the dramatic emphasis of shockwaves) are not fully realized, but the essential narrative and atmosphere are conveyed. The alignment is strong overall, with only minor deviations in fine-grained details.\n\nPhysical/Common-sense Consistency:\nThe interaction appears physically plausible: hand proportions look reasonable, the grip and contact dynamics resemble a high-five, and the lighting/shadows support depth. There are no obvious anatomical or physical inconsistencies, and the scene maintains coherent spatial relationships throughout. While the motion blur limits precise assessment of micro-dynamics, there are no clear violations of common-sense expectations.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This dynamic slow-motion extreme close-up, filmed at eye level with a static camera, meticulously captures the powerful moment of celebratory high-fives. Two hands, one slightly larger and more substantial, the other more slender, move swiftly and decisively toward the center of the frame. The scene is bathed in the warm golden glow of a setting sun, which glints off the skin and creates a soft, atmospheric lens flare against the severely out-of-focus backdrop of lush greenery. As the open palms connect with the resounding clap, the ultra-detailed slow motion reveals the physics of the impact; visible shockwaves surge through the muscles and skin of their hands, the connected force causing the skin to compress and then vibrate. The sheer energy of this moment is palpable, transforming a simple gesture into an epic triumphant event, conveying a powerful sense of shared triumph and excitement.",
+ "seed": 3797,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_10/index_2624_seed_3797_dp_21_rank_42_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.5,
+ "avg": 9.546875,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This dynamic slow-motion extreme close-up, filmed at eye level with a static camera, meticulously captures the powerful moment of celebratory high-fives. Two hands, one slightly larger and more substantial, the other more slender, move swiftly and decisively toward the center of the frame. The scene is bathed in the warm golden glow of a setting sun, which glints off the skin and creates a soft, atmospheric lens flare against the severely out-of-focus backdrop of lush greenery. As the open palms connect with the resounding clap, the ultra-detailed slow motion reveals the physics of the impact; visible shockwaves surge through the muscles and skin of their hands, the connected force causing the skin to compress and then vibrate. The sheer energy of this moment is palpable, transforming a simple gesture into an epic triumphant event, conveying a powerful sense of shared triumph and excitement.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic slow-motion extreme close-up of two hands performing a celebratory high-five. It specifies:\n- Two hands, one slightly larger and more substantial, the other more slender\n- Moving swiftly and decisively toward the center of the frame\n- Scene bathed in warm golden glow of a setting sun\n- Skin glinting and creating soft atmospheric lens flare\n- Severely out-of-focus backdrop of lush greenery\n- Open palms connecting with resounding clap\n- Visible shockwaves through muscles and skin\n- Transformation of a simple gesture into an epic triumphant event\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the hands, but there are noticeable issues that prevent a higher rating. The background blur is strong and sometimes excessive, which can obscure depth cues and reduce scene context. The warm lighting is present and consistent, yet it does not compensate for occasional minor distortions or slight inconsistencies in hand geometry across frames. The sequence remains reasonably smooth, but some frames exhibit subtle artifacts or edge softness around the hands. In sum, the video communicates the intended moment, but the visual polish is not consistently high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two hands interacting in a high-five, a warm sunset-like glow, and a shallow depth of field that keeps focus on the hands while the background is blurred. The framing as an extreme close-up and the implied slow-motion feel align with the description. Minor deviations exist: the hands’ relative sizes appear more similar than distinctly different, and the moment reads as a celebratory interaction rather than a strictly athletic high-five. Despite these small gaps, the essential components—gesture, mood, lighting, and composition—are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interaction generally follows plausible biomechanics, with believable contact dynamics and timing. However, there are subtle inconsistencies in finger articulation and hand pose during the clap, and the perceived force and energy do not always align perfectly with real-world physics. These minor issues keep the overall realism at a middle level rather than exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.40625,
+ "MQ": 3.09375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic slow-motion extreme close-up of two hands performing a celebratory high-five. It specifies:\n- Two hands, one slightly larger and more substantial, the other more slender\n- Moving swiftly and decisively toward the center of the frame\n- Scene bathed in warm golden glow of a setting sun\n- Skin glinting and creating soft atmospheric lens flare\n- Severely out-of-focus backdrop of lush greenery\n- Open palms connecting with resounding clap\n- Visible shockwaves through muscles and skin\n- Transformation of a simple gesture into an epic triumphant event\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the hands, but there are noticeable issues that prevent a higher rating. The background blur is strong and sometimes excessive, which can obscure depth cues and reduce scene context. The warm lighting is present and consistent, yet it does not compensate for occasional minor distortions or slight inconsistencies in hand geometry across frames. The sequence remains reasonably smooth, but some frames exhibit subtle artifacts or edge softness around the hands. In sum, the video communicates the intended moment, but the visual polish is not consistently high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two hands interacting in a high-five, a warm sunset-like glow, and a shallow depth of field that keeps focus on the hands while the background is blurred. The framing as an extreme close-up and the implied slow-motion feel align with the description. Minor deviations exist: the hands’ relative sizes appear more similar than distinctly different, and the moment reads as a celebratory interaction rather than a strictly athletic high-five. Despite these small gaps, the essential components—gesture, mood, lighting, and composition—are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interaction generally follows plausible biomechanics, with believable contact dynamics and timing. However, there are subtle inconsistencies in finger articulation and hand pose during the clap, and the perceived force and energy do not always align perfectly with real-world physics. These minor issues keep the overall realism at a middle level rather than exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This dynamic slow-motion extreme close-up, filmed at eye level with a static camera, meticulously captures the powerful moment of celebratory high-fives. Two hands, one slightly larger and more substantial, the other more slender, move swiftly and decisively toward the center of the frame. The scene is bathed in the warm golden glow of a setting sun, which glints off the skin and creates a soft, atmospheric lens flare against the severely out-of-focus backdrop of lush greenery. As the open palms connect with the resounding clap, the ultra-detailed slow motion reveals the physics of the impact; visible shockwaves surge through the muscles and skin of their hands, the connected force causing the skin to compress and then vibrate. The sheer energy of this moment is palpable, transforming a simple gesture into an epic triumphant event, conveying a powerful sense of shared triumph and excitement.",
+ "seed": 3798,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_10/index_2624_seed_3798_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.921875,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.28125,
+ "avg": 7.296875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This dynamic slow-motion extreme close-up, filmed at eye level with a static camera, meticulously captures the powerful moment of celebratory high-fives. Two hands, one slightly larger and more substantial, the other more slender, move swiftly and decisively toward the center of the frame. The scene is bathed in the warm golden glow of a setting sun, which glints off the skin and creates a soft, atmospheric lens flare against the severely out-of-focus backdrop of lush greenery. As the open palms connect with the resounding clap, the ultra-detailed slow motion reveals the physics of the impact; visible shockwaves surge through the muscles and skin of their hands, the connected force causing the skin to compress and then vibrate. The sheer energy of this moment is palpable, transforming a simple gesture into an epic triumphant event, conveying a powerful sense of shared triumph and excitement.",
+ "token_credit_reward": 7.28125,
+ "selected_reward": 7.28125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a dynamic slow-motion extreme close-up of two hands performing a celebratory high-five, with one hand slightly larger and more substantial than the other, moving swiftly toward the center, bathed in warm golden sunset light that glints off the skin, creating a soft atmospheric lens flare against a severely out-of-focus green backdrop. The moment should reveal the physics of the impact, including visible shockwaves and skin compression, transforming a simple gesture into an epic triumphant event.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some blur and softness, but the warm lighting and color grading remain consistent across shots. The background bokeh is present and the depth-of-field effect appears intentional rather than a defect. There are occasional minor distortions in hand shapes, yet these do not dominate the viewing experience. Transitions between frames are reasonably smooth, though not perfectly seamless. In sum, the video achieves a mid-range visual quality with room for improvement in sharpness and fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up interaction with two hands and a celebratory feel, and the warm lighting is evident. However, several key prompt elements are not clearly realized: the precise size relationship between the hands is not consistently conveyed, the motion does not convincingly read as a decisive, swift approach toward the center, and the moment of contact is not crisply captured. The overall atmosphere and lighting align with the prompt, but the dynamic execution and exact mechanics are only partially realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with plausible hand proportions and interactions. Some minor anatomical irregularities appear in finger positioning and joint articulation, and there are small inconsistencies in how the hands interact under the lighting. These issues are noticeable but do not break the overall believability of the moment.\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": 1.921875,
+ "TA": 2.46875,
+ "MQ": 2.90625,
+ "Overall": 7.28125
+ }
+ }
+ ],
+ "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 slow-motion extreme close-up of two hands performing a celebratory high-five, with one hand slightly larger and more substantial than the other, moving swiftly toward the center, bathed in warm golden sunset light that glints off the skin, creating a soft atmospheric lens flare against a severely out-of-focus green backdrop. The moment should reveal the physics of the impact, including visible shockwaves and skin compression, transforming a simple gesture into an epic triumphant event.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some blur and softness, but the warm lighting and color grading remain consistent across shots. The background bokeh is present and the depth-of-field effect appears intentional rather than a defect. There are occasional minor distortions in hand shapes, yet these do not dominate the viewing experience. Transitions between frames are reasonably smooth, though not perfectly seamless. In sum, the video achieves a mid-range visual quality with room for improvement in sharpness and fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up interaction with two hands and a celebratory feel, and the warm lighting is evident. However, several key prompt elements are not clearly realized: the precise size relationship between the hands is not consistently conveyed, the motion does not convincingly read as a decisive, swift approach toward the center, and the moment of contact is not crisply captured. The overall atmosphere and lighting align with the prompt, but the dynamic execution and exact mechanics are only partially realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with plausible hand proportions and interactions. Some minor anatomical irregularities appear in finger positioning and joint articulation, and there are small inconsistencies in how the hands interact under the lighting. These issues are noticeable but do not break the overall believability of the moment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_12/index_tensor([1796, 1796])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_12/index_tensor([1796, 1796])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..68beeed618f793ea998ae1399e461342d411ce17
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_12/index_tensor([1796, 1796])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow-motion overhead shot, the camera tilting slowly upward, follows a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf crafted from dark walnut, its surface minutely scratched and patinated by age. The shelves are cluttered and tightly packed with heavy hardcover books, their gilded titles on the leather covers glimmering in the light. In the extreme slow-motion, the kitten's every movement is magnified: its front paws dig deep into the wood, its hind legs clumsily kicking in the air, searching for new footholds. Its tiny body trembles slightly with the effort, its face a look of focused yet clumsy determination. A ray of warm afternoon sunlight slants in through a side window, skewing dust particles in the air and softly illuminating the kitten's fluffy fur and blue eyes. Even a tiny scrap of sawdust, loosened by its claws, drifts gracefully down. The whole picture is painted in warm tones, full of a tranquil and cozy atmosphere, while at the same time carrying a hint of dramatic tension due to the kitten's efforts, creating a poetic moment about the unremitting efforts of tiny lives.",
+ "seed": 4887,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_12/index_1796_seed_4887_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.671875,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.5,
+ "avg": 8.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow-motion overhead shot, the camera tilting slowly upward, follows a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf crafted from dark walnut, its surface minutely scratched and patinated by age. The shelves are cluttered and tightly packed with heavy hardcover books, their gilded titles on the leather covers glimmering in the light. In the extreme slow-motion, the kitten's every movement is magnified: its front paws dig deep into the wood, its hind legs clumsily kicking in the air, searching for new footholds. Its tiny body trembles slightly with the effort, its face a look of focused yet clumsy determination. A ray of warm afternoon sunlight slants in through a side window, skewing dust particles in the air and softly illuminating the kitten's fluffy fur and blue eyes. Even a tiny scrap of sawdust, loosened by its claws, drifts gracefully down. The whole picture is painted in warm tones, full of a tranquil and cozy atmosphere, while at the same time carrying a hint of dramatic tension due to the kitten's efforts, creating a poetic moment about the unremitting efforts of tiny lives.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion overhead shot of a fluffy orange tabby kitten struggling to scale a towering, vintage-style bookshelf, with detailed environmental cues (dark wooden shelf, cluttered with old books, warm afternoon light, dust particles). The video captures several core elements—kitten, shelf, and warm lighting—but the overall execution does not fully realize the described scene. The alignment is moderate rather than exact, reflecting some mismatches in texture, motion portrayal, and atmospheric details.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and occasional blur, especially during motion. There are no major distortions or artifacts, and color/contrast remain reasonably stable across shots. The sequence remains coherent, though fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the essential elements (orange tabby kitten, shelf, and warm lighting), but several key aspects are underrepresented or inconsistently rendered: the precise overhead perspective is not consistently maintained, the depiction of the kitten’s struggle and the sense of “digging into the wood” are not strongly conveyed, and some environmental textures (e.g., the exact shelf material and aging details) are ambiguous. The result is a partial match that communicates the intended scenario without fully realizing all specifics.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The kitten’s proportions and general interaction with the shelf are plausible, and lighting/shadows are coherent. However, there are minor inconsistencies in paw placement and body posture during the climbing action, and some micro-physics cues (e.g., weight transfer, contact dynamics) are not perfectly convincing. Overall, the scene remains believable but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.671875,
+ "TA": 2.875,
+ "MQ": 2.953125,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion overhead shot of a fluffy orange tabby kitten struggling to scale a towering, vintage-style bookshelf, with detailed environmental cues (dark wooden shelf, cluttered with old books, warm afternoon light, dust particles). The video captures several core elements—kitten, shelf, and warm lighting—but the overall execution does not fully realize the described scene. The alignment is moderate rather than exact, reflecting some mismatches in texture, motion portrayal, and atmospheric details.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and occasional blur, especially during motion. There are no major distortions or artifacts, and color/contrast remain reasonably stable across shots. The sequence remains coherent, though fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the essential elements (orange tabby kitten, shelf, and warm lighting), but several key aspects are underrepresented or inconsistently rendered: the precise overhead perspective is not consistently maintained, the depiction of the kitten’s struggle and the sense of “digging into the wood” are not strongly conveyed, and some environmental textures (e.g., the exact shelf material and aging details) are ambiguous. The result is a partial match that communicates the intended scenario without fully realizing all specifics.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The kitten’s proportions and general interaction with the shelf are plausible, and lighting/shadows are coherent. However, there are minor inconsistencies in paw placement and body posture during the climbing action, and some micro-physics cues (e.g., weight transfer, contact dynamics) are not perfectly convincing. Overall, the scene remains believable but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow-motion overhead shot, the camera tilting slowly upward, follows a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf crafted from dark walnut, its surface minutely scratched and patinated by age. The shelves are cluttered and tightly packed with heavy hardcover books, their gilded titles on the leather covers glimmering in the light. In the extreme slow-motion, the kitten's every movement is magnified: its front paws dig deep into the wood, its hind legs clumsily kicking in the air, searching for new footholds. Its tiny body trembles slightly with the effort, its face a look of focused yet clumsy determination. A ray of warm afternoon sunlight slants in through a side window, skewing dust particles in the air and softly illuminating the kitten's fluffy fur and blue eyes. Even a tiny scrap of sawdust, loosened by its claws, drifts gracefully down. The whole picture is painted in warm tones, full of a tranquil and cozy atmosphere, while at the same time carrying a hint of dramatic tension due to the kitten's efforts, creating a poetic moment about the unremitting efforts of tiny lives.",
+ "seed": 4888,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_12/index_1796_seed_4888_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 2.65625,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 9.25,
+ "avg": 9.234375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow-motion overhead shot, the camera tilting slowly upward, follows a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf crafted from dark walnut, its surface minutely scratched and patinated by age. The shelves are cluttered and tightly packed with heavy hardcover books, their gilded titles on the leather covers glimmering in the light. In the extreme slow-motion, the kitten's every movement is magnified: its front paws dig deep into the wood, its hind legs clumsily kicking in the air, searching for new footholds. Its tiny body trembles slightly with the effort, its face a look of focused yet clumsy determination. A ray of warm afternoon sunlight slants in through a side window, skewing dust particles in the air and softly illuminating the kitten's fluffy fur and blue eyes. Even a tiny scrap of sawdust, loosened by its claws, drifts gracefully down. The whole picture is painted in warm tones, full of a tranquil and cozy atmosphere, while at the same time carrying a hint of dramatic tension due to the kitten's efforts, creating a poetic moment about the unremitting efforts of tiny lives.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion overhead shot of a fluffy orange tabby kitten attempting to scale a tall, vintage-style bookshelf made of dark walnut, with a cluttered, tightly packed surface of heavy hardcover books whose gilded titles shimmer in warm light. The scene emphasizes the kitten's struggle, with close-ups of its paws gripping the wood, its hind legs kicking, and a focused yet slightly clumsy expression. A ray of warm afternoon sunlight and drifting sawdust particles are part of the atmospheric details. Overall, the prompt calls for a warm, dramatic moment of unremitting effort.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent detail and warm lighting. The kitten's fur texture and color are well-rendered, and the background elements (bookshelf, stairs) are identifiable. There are occasional minor softness or compression artifacts that prevent a perfect top-tier look, but no major distortions or color issues. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt — a fluffy orange tabby kitten, an overhead perspective, and a visible attempt to interact with a shelf. However, key prompt details are not fully realized: the exact vintage dark-walnut appearance of the shelf is not clearly conveyed, the surface does not appear as heavily cluttered or tightly packed as described, and the sense of the kitten actively struggling to scale the shelf is only partially evident. The lighting and atmosphere are warm, but the overall alignment remains moderate rather than strong. This corresponds to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the kitten's proportions, paw placement, and interaction with the shelf feel believable, and there are no obvious anatomical or physics inconsistencies. Some minor timing or motion nuances may be slightly off, but they do not undermine overall realism. This supports a Physical/Common-sense Consistency score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 2.65625,
+ "MQ": 3.65625,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion overhead shot of a fluffy orange tabby kitten attempting to scale a tall, vintage-style bookshelf made of dark walnut, with a cluttered, tightly packed surface of heavy hardcover books whose gilded titles shimmer in warm light. The scene emphasizes the kitten's struggle, with close-ups of its paws gripping the wood, its hind legs kicking, and a focused yet slightly clumsy expression. A ray of warm afternoon sunlight and drifting sawdust particles are part of the atmospheric details. Overall, the prompt calls for a warm, dramatic moment of unremitting effort.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent detail and warm lighting. The kitten's fur texture and color are well-rendered, and the background elements (bookshelf, stairs) are identifiable. There are occasional minor softness or compression artifacts that prevent a perfect top-tier look, but no major distortions or color issues. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt — a fluffy orange tabby kitten, an overhead perspective, and a visible attempt to interact with a shelf. However, key prompt details are not fully realized: the exact vintage dark-walnut appearance of the shelf is not clearly conveyed, the surface does not appear as heavily cluttered or tightly packed as described, and the sense of the kitten actively struggling to scale the shelf is only partially evident. The lighting and atmosphere are warm, but the overall alignment remains moderate rather than strong. This corresponds to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the kitten's proportions, paw placement, and interaction with the shelf feel believable, and there are no obvious anatomical or physics inconsistencies. Some minor timing or motion nuances may be slightly off, but they do not undermine overall realism. This supports a Physical/Common-sense Consistency score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow-motion overhead shot, the camera tilting slowly upward, follows a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf crafted from dark walnut, its surface minutely scratched and patinated by age. The shelves are cluttered and tightly packed with heavy hardcover books, their gilded titles on the leather covers glimmering in the light. In the extreme slow-motion, the kitten's every movement is magnified: its front paws dig deep into the wood, its hind legs clumsily kicking in the air, searching for new footholds. Its tiny body trembles slightly with the effort, its face a look of focused yet clumsy determination. A ray of warm afternoon sunlight slants in through a side window, skewing dust particles in the air and softly illuminating the kitten's fluffy fur and blue eyes. Even a tiny scrap of sawdust, loosened by its claws, drifts gracefully down. The whole picture is painted in warm tones, full of a tranquil and cozy atmosphere, while at the same time carrying a hint of dramatic tension due to the kitten's efforts, creating a poetic moment about the unremitting efforts of tiny lives.",
+ "seed": 4889,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_12/index_1796_seed_4889_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": 3.09375,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.125,
+ "avg": 9.09375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion overhead shot, the camera tilting slowly upward, follows a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf crafted from dark walnut, its surface minutely scratched and patinated by age. The shelves are cluttered and tightly packed with heavy hardcover books, their gilded titles on the leather covers glimmering in the light. In the extreme slow-motion, the kitten's every movement is magnified: its front paws dig deep into the wood, its hind legs clumsily kicking in the air, searching for new footholds. Its tiny body trembles slightly with the effort, its face a look of focused yet clumsy determination. A ray of warm afternoon sunlight slants in through a side window, skewing dust particles in the air and softly illuminating the kitten's fluffy fur and blue eyes. Even a tiny scrap of sawdust, loosened by its claws, drifts gracefully down. The whole picture is painted in warm tones, full of a tranquil and cozy atmosphere, while at the same time carrying a hint of dramatic tension due to the kitten's efforts, creating a poetic moment about the unremitting efforts of tiny lives.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion overhead shot with a camera tilting upward, following a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf made of dark walnut. The scene should show the kitten's front paws digging into the wood, hind legs kicking, a focused yet clumsy expression, warm afternoon sunlight, dust particles, and a tranquil yet tense moment of effort. The overall mood is warm-toned and poetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, but there are occasional minor softness and slight color/contrast fluctuations that prevent a higher rating. No major artifacts or distortions are evident, and the sequence remains coherent across frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: orange tabby kitten, bookshelf, warm lighting, and a sense of struggle. Some nuanced details—such as precise paw placement, exact shelf texture, or the subtler dynamics of dust particles—are not fully realized, but the core narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The kitten’s proportions and interaction with the shelf are generally believable, and lighting/shadows support realism. However, there are minor inconsistencies in paw grip and weight distribution during the ascent that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.09375,
+ "TA": 2.78125,
+ "MQ": 3.21875,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion overhead shot with a camera tilting upward, following a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf made of dark walnut. The scene should show the kitten's front paws digging into the wood, hind legs kicking, a focused yet clumsy expression, warm afternoon sunlight, dust particles, and a tranquil yet tense moment of effort. The overall mood is warm-toned and poetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, but there are occasional minor softness and slight color/contrast fluctuations that prevent a higher rating. No major artifacts or distortions are evident, and the sequence remains coherent across frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: orange tabby kitten, bookshelf, warm lighting, and a sense of struggle. Some nuanced details—such as precise paw placement, exact shelf texture, or the subtler dynamics of dust particles—are not fully realized, but the core narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The kitten’s proportions and interaction with the shelf are generally believable, and lighting/shadows support realism. However, there are minor inconsistencies in paw grip and weight distribution during the ascent that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow-motion overhead shot, the camera tilting slowly upward, follows a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf crafted from dark walnut, its surface minutely scratched and patinated by age. The shelves are cluttered and tightly packed with heavy hardcover books, their gilded titles on the leather covers glimmering in the light. In the extreme slow-motion, the kitten's every movement is magnified: its front paws dig deep into the wood, its hind legs clumsily kicking in the air, searching for new footholds. Its tiny body trembles slightly with the effort, its face a look of focused yet clumsy determination. A ray of warm afternoon sunlight slants in through a side window, skewing dust particles in the air and softly illuminating the kitten's fluffy fur and blue eyes. Even a tiny scrap of sawdust, loosened by its claws, drifts gracefully down. The whole picture is painted in warm tones, full of a tranquil and cozy atmosphere, while at the same time carrying a hint of dramatic tension due to the kitten's efforts, creating a poetic moment about the unremitting efforts of tiny lives.",
+ "seed": 4890,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_12/index_1796_seed_4890_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 3.203125,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.125,
+ "avg": 9.140625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion overhead shot, the camera tilting slowly upward, follows a fluffy orange tabby kitten as it struggles to scale a towering, vintage-style bookshelf crafted from dark walnut, its surface minutely scratched and patinated by age. The shelves are cluttered and tightly packed with heavy hardcover books, their gilded titles on the leather covers glimmering in the light. In the extreme slow-motion, the kitten's every movement is magnified: its front paws dig deep into the wood, its hind legs clumsily kicking in the air, searching for new footholds. Its tiny body trembles slightly with the effort, its face a look of focused yet clumsy determination. A ray of warm afternoon sunlight slants in through a side window, skewing dust particles in the air and softly illuminating the kitten's fluffy fur and blue eyes. Even a tiny scrap of sawdust, loosened by its claws, drifts gracefully down. The whole picture is painted in warm tones, full of a tranquil and cozy atmosphere, while at the same time carrying a hint of dramatic tension due to the kitten's efforts, creating a poetic moment about the unremitting efforts of tiny lives.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion overhead shot of a fluffy orange tabby kitten struggling to scale a towering, vintage-style bookshelf, with warm lighting and atmospheric details. The video largely captures the intended mood and subject, but several key prompt specifics are not fully realized in the footage.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and warm lighting, but there are noticeable issues that prevent a higher rating: occasional motion blur during action, minor compression artifacts, and some color/contrast inconsistencies across shots. The sequence remains coherent and readable, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—an orange tabby kitten, a bookshelf, and warm lighting—yet important details from the prompt are underrepresented or missing: the exact overhead tilt is not clearly achieved, the surface texture of the shelf is not convincingly depicted, and the described dynamic actions (digging, kicking, frantic climbing) are not consistently portrayed. The overall mood aligns with the prompt’s intent, but several specifics are not faithfully rendered.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and plausible animal behavior, but there are subtle inconsistencies: the interaction between the kitten’s claws and the shelf lacks precise contact dynamics, and some limb positions appear slightly awkward during the ascent. These minor issues do not break believability but prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.015625,
+ "TA": 3.203125,
+ "MQ": 2.921875,
+ "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 slow-motion overhead shot of a fluffy orange tabby kitten struggling to scale a towering, vintage-style bookshelf, with warm lighting and atmospheric details. The video largely captures the intended mood and subject, but several key prompt specifics are not fully realized in the footage.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and warm lighting, but there are noticeable issues that prevent a higher rating: occasional motion blur during action, minor compression artifacts, and some color/contrast inconsistencies across shots. The sequence remains coherent and readable, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—an orange tabby kitten, a bookshelf, and warm lighting—yet important details from the prompt are underrepresented or missing: the exact overhead tilt is not clearly achieved, the surface texture of the shelf is not convincingly depicted, and the described dynamic actions (digging, kicking, frantic climbing) are not consistently portrayed. The overall mood aligns with the prompt’s intent, but several specifics are not faithfully rendered.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and plausible animal behavior, but there are subtle inconsistencies: the interaction between the kitten’s claws and the shelf lacks precise contact dynamics, and some limb positions appear slightly awkward during the ascent. These minor issues do not break believability but prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_13/index_tensor([9234, 9234])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_13/index_tensor([9234, 9234])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ca30ad812b27ff6e945e3ec3a8c77fc9040cb82
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_13/index_tensor([9234, 9234])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot from a horizontal angle, the camera pans slowly and steadily to the right, following a slender figure. She wears a dark blue cotton and linen robe, her long hair tied back in a simple bun, creating a classical and elegant silhouette. Her body rests against a high, weathered, slightly mottled white wall, atop which rises neatly arranged dark blue eaves and tiles, creating a classic architectural aesthetic. She walks lightly and leisurely, her wide robe sleeves fluttering as she moves, her fingertips occasionally brushing the rough plaster surface. Under her feet lies a slightly damp bluestone pavement, and the surroundings are starkly empty. Apart from her and the seemingly endless wall, nothing else exists, creating a minimalist composition. Under the soft, diffuse light of an overcast sky, the entire scene is bathed in a cool, desaturated palette. The white walls, dark tiles, and dark blue robe create an atmosphere of profound tranquility, a solitude imbued with contemplation and poetry.",
+ "seed": 8147,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_13/index_9234_seed_8147_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 10.375,
+ "avg": 10.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot from a horizontal angle, the camera pans slowly and steadily to the right, following a slender figure. She wears a dark blue cotton and linen robe, her long hair tied back in a simple bun, creating a classical and elegant silhouette. Her body rests against a high, weathered, slightly mottled white wall, atop which rises neatly arranged dark blue eaves and tiles, creating a classic architectural aesthetic. She walks lightly and leisurely, her wide robe sleeves fluttering as she moves, her fingertips occasionally brushing the rough plaster surface. Under her feet lies a slightly damp bluestone pavement, and the surroundings are starkly empty. Apart from her and the seemingly endless wall, nothing else exists, creating a minimalist composition. Under the soft, diffuse light of an overcast sky, the entire scene is bathed in a cool, desaturated palette. The white walls, dark tiles, and dark blue robe create an atmosphere of profound tranquility, a solitude imbued with contemplation and poetry.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a horizontal angle with a slow, steady pan to the right following a slender figure wearing a dark blue cotton and linen robe, long hair tied back in a simple bun, walking lightly and leisurely with wide sleeves fluttering, fingertips touching the rough plaster, under a slightly damp bluestone pavement, with a stark, minimalist composition under soft, diffuse lighting and a cool, desaturated palette, and a tranquil mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur that reduce fine detail. The color grading remains consistent with a cool, desaturated palette, and there are no obvious distortions or artifacts. Lighting is stable and the composition stays coherent across the sequence. While not pristine, the visuals are acceptable and convey the intended atmosphere.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a slender figure in a dark blue robe, long hair tied back, a horizontal medium shot, a rightward pan, a high white wall with dark blue eaves and tiles, damp bluestone pavement, and a minimalist, serene mood. Minor deviations exist in exact motion dynamics and subtle environmental details, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: clothing movement, lighting, and spatial relationships feel believable. However, there are small inconsistencies in fabric behavior and contact with the wall that prevent a higher score. Overall, the scene remains coherent and credible.\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
+ },
+ "soft_scores": {
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+ "TA": 4.0,
+ "MQ": 3.234375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a horizontal angle with a slow, steady pan to the right following a slender figure wearing a dark blue cotton and linen robe, long hair tied back in a simple bun, walking lightly and leisurely with wide sleeves fluttering, fingertips touching the rough plaster, under a slightly damp bluestone pavement, with a stark, minimalist composition under soft, diffuse lighting and a cool, desaturated palette, and a tranquil mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur that reduce fine detail. The color grading remains consistent with a cool, desaturated palette, and there are no obvious distortions or artifacts. Lighting is stable and the composition stays coherent across the sequence. While not pristine, the visuals are acceptable and convey the intended atmosphere.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a slender figure in a dark blue robe, long hair tied back, a horizontal medium shot, a rightward pan, a high white wall with dark blue eaves and tiles, damp bluestone pavement, and a minimalist, serene mood. Minor deviations exist in exact motion dynamics and subtle environmental details, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: clothing movement, lighting, and spatial relationships feel believable. However, there are small inconsistencies in fabric behavior and contact with the wall that prevent a higher score. Overall, the scene remains coherent and credible.\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": 8148,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_13/index_9234_seed_8148_dp_26_rank_52_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 4.0625,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 10.25,
+ "avg": 10.25,
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+ "question": "medium shot from a horizontal angle, the camera pans slowly and steadily to the right, following a slender figure. She wears a dark blue cotton and linen robe, her long hair tied back in a simple bun, creating a classical and elegant silhouette. Her body rests against a high, weathered, slightly mottled white wall, atop which rises neatly arranged dark blue eaves and tiles, creating a classic architectural aesthetic. She walks lightly and leisurely, her wide robe sleeves fluttering as she moves, her fingertips occasionally brushing the rough plaster surface. Under her feet lies a slightly damp bluestone pavement, and the surroundings are starkly empty. Apart from her and the seemingly endless wall, nothing else exists, creating a minimalist composition. Under the soft, diffuse light of an overcast sky, the entire scene is bathed in a cool, desaturated palette. The white walls, dark tiles, and dark blue robe create an atmosphere of profound tranquility, a solitude imbued with contemplation and poetry.",
+ "token_credit_reward": 10.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a horizontal angle with a slow, steady pan to the right, following a slender figure wearing a dark blue cotton and linen robe. The figure has long hair tied back in a simple bun, creating a classical and elegant silhouette. She walks lightly and leisurely, with wide robe sleeves fluttering as she moves, and her fingertips occasionally touching the rough plaster surface. The setting features a high, weathered white wall with dark blue eaves and tiles, a damp bluestone pavement, and a minimalist composition under soft, diffuse lighting with a cool, desaturated palette. The overall mood is one of profound tranquility and solitude.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the figure, clothing, and architectural elements, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The motion remains reasonably smooth across the sequence, though not perfectly flawless, and there are no major distortions or misalignments. Lighting stays generally consistent, supporting the intended mood, but some frames exhibit subtle exposure variations.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the medium shot from a horizontal angle, the slow rightward pan, the slender figure, the dark blue robe, the long hair tied back, the elegant silhouette, the high weathered white wall, the dark blue eaves and tiles, the damp bluestone pavement, and the minimalist composition. The movement conveys a leisurely pace, and the robe dynamics align with the described motion. Minor deviations may exist in pacing nuances or fine-grained fabric behavior, 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 and coherent lighting, with the figure’s proportions and interactions with the environment appearing believable. However, there are small inconsistencies in fabric dynamics and contact with the ground that prevent a higher score; these do not break immersion but indicate room for improvement in realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.015625,
+ "TA": 4.0625,
+ "MQ": 3.171875,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a horizontal angle with a slow, steady pan to the right, following a slender figure wearing a dark blue cotton and linen robe. The figure has long hair tied back in a simple bun, creating a classical and elegant silhouette. She walks lightly and leisurely, with wide robe sleeves fluttering as she moves, and her fingertips occasionally touching the rough plaster surface. The setting features a high, weathered white wall with dark blue eaves and tiles, a damp bluestone pavement, and a minimalist composition under soft, diffuse lighting with a cool, desaturated palette. The overall mood is one of profound tranquility and solitude.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the figure, clothing, and architectural elements, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The motion remains reasonably smooth across the sequence, though not perfectly flawless, and there are no major distortions or misalignments. Lighting stays generally consistent, supporting the intended mood, but some frames exhibit subtle exposure variations.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the medium shot from a horizontal angle, the slow rightward pan, the slender figure, the dark blue robe, the long hair tied back, the elegant silhouette, the high weathered white wall, the dark blue eaves and tiles, the damp bluestone pavement, and the minimalist composition. The movement conveys a leisurely pace, and the robe dynamics align with the described motion. Minor deviations may exist in pacing nuances or fine-grained fabric behavior, 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 and coherent lighting, with the figure’s proportions and interactions with the environment appearing believable. However, there are small inconsistencies in fabric dynamics and contact with the ground that prevent a higher score; these do not break immersion but indicate room for improvement in realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a horizontal angle with a slow, steady pan to the right following a slender figure wearing a dark blue cotton and linen robe, long hair tied back in a simple bun, walking lightly and leisurely with wide sleeves fluttering, fingertips touching the rough plaster, under damp bluestone pavement, with a stark, minimalist composition under soft diffuse light and a cool desaturated palette, and a tranquil, contemplative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur that reduce fine detail. The sequence remains stable with no obvious camera shake, and lighting stays consistent across shots. There are no major distortions or artifacts, though the overall sharpness could be improved. The color grading aligns with the cool, desaturated palette described in the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). All key elements are present: the medium shot from a horizontal angle, the slow rightward pan, the slender figure, the dark blue robe, the long hair tied back, the calm walk, the flowing sleeves, the contact with the wall, the damp pavement, the minimalist composition, the soft diffuse lighting, and the cool palette. The scene conveys the intended tranquil mood and matches most descriptive details.\n\nPhysical Consistency Assessment:\nMovement and fabric dynamics are generally coherent (score 3). The walking motion reads as natural, and the robe responds plausibly to movement. Lighting and shadows support depth and realism, and spatial relationships feel credible. However, there are minor inconsistencies in fabric behavior and subtle timing cues that prevent a higher level of physical realism.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment reflects these values: Visual Quality is moderate due to softness; Text-to-Video Alignment is strong with faithful prompt adherence; Physical Consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 4.0,
+ "MQ": 3.34375,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a horizontal angle with a slow, steady pan to the right following a slender figure wearing a dark blue cotton and linen robe, long hair tied back in a simple bun, walking lightly and leisurely with wide sleeves fluttering, fingertips touching the rough plaster, under damp bluestone pavement, with a stark, minimalist composition under soft diffuse light and a cool desaturated palette, and a tranquil, contemplative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur that reduce fine detail. The sequence remains stable with no obvious camera shake, and lighting stays consistent across shots. There are no major distortions or artifacts, though the overall sharpness could be improved. The color grading aligns with the cool, desaturated palette described in the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). All key elements are present: the medium shot from a horizontal angle, the slow rightward pan, the slender figure, the dark blue robe, the long hair tied back, the calm walk, the flowing sleeves, the contact with the wall, the damp pavement, the minimalist composition, the soft diffuse lighting, and the cool palette. The scene conveys the intended tranquil mood and matches most descriptive details.\n\nPhysical Consistency Assessment:\nMovement and fabric dynamics are generally coherent (score 3). The walking motion reads as natural, and the robe responds plausibly to movement. Lighting and shadows support depth and realism, and spatial relationships feel credible. However, there are minor inconsistencies in fabric behavior and subtle timing cues that prevent a higher level of physical realism.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment reflects these values: Visual Quality is moderate due to softness; Text-to-Video Alignment is strong with faithful prompt adherence; Physical Consistency is acceptable but not exceptional.\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": 8150,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_13/index_9234_seed_8150_dp_27_rank_54_sample_3_slot_1.mp4",
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+ "video_score2_ta": 3.5,
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+ "video_score2_overall": 9.375,
+ "avg": 9.34375,
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+ "question": "medium shot from a horizontal angle, the camera pans slowly and steadily to the right, following a slender figure. She wears a dark blue cotton and linen robe, her long hair tied back in a simple bun, creating a classical and elegant silhouette. Her body rests against a high, weathered, slightly mottled white wall, atop which rises neatly arranged dark blue eaves and tiles, creating a classic architectural aesthetic. She walks lightly and leisurely, her wide robe sleeves fluttering as she moves, her fingertips occasionally brushing the rough plaster surface. Under her feet lies a slightly damp bluestone pavement, and the surroundings are starkly empty. Apart from her and the seemingly endless wall, nothing else exists, creating a minimalist composition. Under the soft, diffuse light of an overcast sky, the entire scene is bathed in a cool, desaturated palette. The white walls, dark tiles, and dark blue robe create an atmosphere of profound tranquility, a solitude imbued with contemplation and poetry.",
+ "token_credit_reward": 9.375,
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+ ],
+ "credit_map_shape": [
+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 0,
+ 1,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a horizontal angle with a slow rightward pan following a slender figure wearing a dark blue cotton and linen robe, long hair tied back, walking lightly against a high weathered white wall with dark blue eaves and tiles, on a damp bluestone pavement under soft diffuse light and a cool desaturated palette, conveying a minimalist, tranquil mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. A pinkish/reddish tint persists across frames, and color grading remains desaturated toward cool tones. Some motion blur accompanies movement, and there are occasional artifacts around edges. The sequence appears reasonably stable with no major distortions, though sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a slender figure in a dark blue robe, long hair tied back, a high white wall with dark blue eaves, a damp bluestone pavement, and a minimalist composition under soft diffuse lighting. The camera follows the subject smoothly, and the overall mood aligns with the described atmosphere. Minor deviations exist in exact pose timing or subtle background details, but they do not significantly detract from fidelity.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Movement and fabric dynamics are generally plausible, with robes flowing with motion and hair responding to movement. Lighting and shadows remain coherent, and spatial relationships are maintained. However, there are occasional small inconsistencies in fabric behavior or timing that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.71875,
+ "TA": 3.5,
+ "MQ": 3.125,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a horizontal angle with a slow rightward pan following a slender figure wearing a dark blue cotton and linen robe, long hair tied back, walking lightly against a high weathered white wall with dark blue eaves and tiles, on a damp bluestone pavement under soft diffuse light and a cool desaturated palette, conveying a minimalist, tranquil mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. A pinkish/reddish tint persists across frames, and color grading remains desaturated toward cool tones. Some motion blur accompanies movement, and there are occasional artifacts around edges. The sequence appears reasonably stable with no major distortions, though sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a slender figure in a dark blue robe, long hair tied back, a high white wall with dark blue eaves, a damp bluestone pavement, and a minimalist composition under soft diffuse lighting. The camera follows the subject smoothly, and the overall mood aligns with the described atmosphere. Minor deviations exist in exact pose timing or subtle background details, but they do not significantly detract from fidelity.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Movement and fabric dynamics are generally plausible, with robes flowing with motion and hair responding to movement. Lighting and shadows remain coherent, and spatial relationships are maintained. However, there are occasional small inconsistencies in fabric behavior or timing that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_14/index_tensor([4996, 4996])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_14/index_tensor([4996, 4996])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fccd97d820571d8ed0c0d844d14e2918627ae35
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_14/index_tensor([4996, 4996])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Shot using high-speed macro photography using stark, focused lighting, the camera slowly and deliberately tilts downward to capture the dramatic final moments of a candle flame against a deep black background. Initially vibrant and dancing, the flame—a teardrop of brilliant yellow and orange with a blue base—suddenly begins to dramatically shrink. It flickers erratically, its light collapsing inward in rapid, spasmodic sequences until it is extinguished, leaving only a bright orange flicker emitting intense heat at the tip of a blackened spiral. As the last of the light source dwindles, a delicate, almost ethereal wisp of white smoke unravels from the wick, curling gracefully upward in a slow, hypnotic spiral into the darkness. Below, the circular pool of transparent liquid wax, shimmering in the flame's reflection, loses its luster and begins to cool noticeably. Its surface tension tightens as the last traces of warmth dissipate, creating a profound atmosphere of tranquil finality and ephemeral beauty.",
+ "seed": 27696,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_14/index_4996_seed_27696_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": 3.546875,
+ "video_score2_ta": 2.15625,
+ "video_score2_mq": 3.828125,
+ "video_score2_overall": 9.5,
+ "avg": 9.53125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot using high-speed macro photography using stark, focused lighting, the camera slowly and deliberately tilts downward to capture the dramatic final moments of a candle flame against a deep black background. Initially vibrant and dancing, the flame—a teardrop of brilliant yellow and orange with a blue base—suddenly begins to dramatically shrink. It flickers erratically, its light collapsing inward in rapid, spasmodic sequences until it is extinguished, leaving only a bright orange flicker emitting intense heat at the tip of a blackened spiral. As the last of the light source dwindles, a delicate, almost ethereal wisp of white smoke unravels from the wick, curling gracefully upward in a slow, hypnotic spiral into the darkness. Below, the circular pool of transparent liquid wax, shimmering in the flame's reflection, loses its luster and begins to cool noticeably. Its surface tension tightens as the last traces of warmth dissipate, creating a profound atmosphere of tranquil finality and ephemeral beauty.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro shot of a candle with dramatic lighting, a downward tilt, and a sequence where the flame shrinks, flickers erratically, and eventually extinguishes, leaving a bright orange tip that emits heat. White smoke rises in a slow spiral, and the wax pool cools as surface tension tightens, culminating in a serene, fleeting moment.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro rendering is clear, with good focus on the wick and flame, and warm, dramatic lighting that enhances depth. There is some mild softness and occasional minor motion blur, but no major artifacts or distortions. The color palette remains consistent (warm oranges/ yellows with cooler background tones), and the composition stays coherent throughout. Overall, Visual Quality is strong and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—high-speed macro feel, dramatic lighting, and visible wick and flame. However, crucial narrative moments described in the prompt are not fully realized: there is no evident dramatic shrinkage of the flame, no complete extinguishing sequence, and the final state does not clearly show a bright orange tip emitting intense heat. Smoke exists but does not exhibit the described slow, graceful spiral. The wax pool is visible, but the overall progression toward a serene conclusion is only partially represented. Consequently, alignment is moderate, corresponding to a score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the flame dynamics, smoke rise, and wax pool appearance are believable within macro-candle photography. No obvious physical contradictions are present, though the absence of the full dramatic sequence slightly tempers the sense of completeness. Overall, Physical Consistency is acceptable and aligns with a score around 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": 3.546875,
+ "TA": 2.15625,
+ "MQ": 3.828125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro shot of a candle with dramatic lighting, a downward tilt, and a sequence where the flame shrinks, flickers erratically, and eventually extinguishes, leaving a bright orange tip that emits heat. White smoke rises in a slow spiral, and the wax pool cools as surface tension tightens, culminating in a serene, fleeting moment.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro rendering is clear, with good focus on the wick and flame, and warm, dramatic lighting that enhances depth. There is some mild softness and occasional minor motion blur, but no major artifacts or distortions. The color palette remains consistent (warm oranges/ yellows with cooler background tones), and the composition stays coherent throughout. Overall, Visual Quality is strong and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—high-speed macro feel, dramatic lighting, and visible wick and flame. However, crucial narrative moments described in the prompt are not fully realized: there is no evident dramatic shrinkage of the flame, no complete extinguishing sequence, and the final state does not clearly show a bright orange tip emitting intense heat. Smoke exists but does not exhibit the described slow, graceful spiral. The wax pool is visible, but the overall progression toward a serene conclusion is only partially represented. Consequently, alignment is moderate, corresponding to a score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the flame dynamics, smoke rise, and wax pool appearance are believable within macro-candle photography. No obvious physical contradictions are present, though the absence of the full dramatic sequence slightly tempers the sense of completeness. Overall, Physical Consistency is acceptable and aligns with a score around 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot using high-speed macro photography using stark, focused lighting, the camera slowly and deliberately tilts downward to capture the dramatic final moments of a candle flame against a deep black background. Initially vibrant and dancing, the flame—a teardrop of brilliant yellow and orange with a blue base—suddenly begins to dramatically shrink. It flickers erratically, its light collapsing inward in rapid, spasmodic sequences until it is extinguished, leaving only a bright orange flicker emitting intense heat at the tip of a blackened spiral. As the last of the light source dwindles, a delicate, almost ethereal wisp of white smoke unravels from the wick, curling gracefully upward in a slow, hypnotic spiral into the darkness. Below, the circular pool of transparent liquid wax, shimmering in the flame's reflection, loses its luster and begins to cool noticeably. Its surface tension tightens as the last traces of warmth dissipate, creating a profound atmosphere of tranquil finality and ephemeral beauty.",
+ "seed": 27697,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_14/index_4996_seed_27697_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": 3.625,
+ "video_score2_ta": 2.03125,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot using high-speed macro photography using stark, focused lighting, the camera slowly and deliberately tilts downward to capture the dramatic final moments of a candle flame against a deep black background. Initially vibrant and dancing, the flame—a teardrop of brilliant yellow and orange with a blue base—suddenly begins to dramatically shrink. It flickers erratically, its light collapsing inward in rapid, spasmodic sequences until it is extinguished, leaving only a bright orange flicker emitting intense heat at the tip of a blackened spiral. As the last of the light source dwindles, a delicate, almost ethereal wisp of white smoke unravels from the wick, curling gracefully upward in a slow, hypnotic spiral into the darkness. Below, the circular pool of transparent liquid wax, shimmering in the flame's reflection, loses its luster and begins to cool noticeably. Its surface tension tightens as the last traces of warmth dissipate, creating a profound atmosphere of tranquil finality and ephemeral beauty.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro shot with stark, focused lighting, a downward tilt, and a dramatic sequence where a candle flame shrinks, flickers, and eventually extinguishes, with white smoke curling upward and a cooling wax pool. The video captures some elements of this setup but does not fully realize the described progression or the nuanced dynamics.\n\nVisual Quality Analysis:\nThe frames show a close-up of a lit candle with a reasonably sharp focus on the wick and flame. Lighting is warm and directional, producing convincing highlights and shadows. The background is dark enough to provide contrast, and color rendering is natural with visible blue in the flame. There is some motion blur in later frames, which can be interpreted as either stylistic depth-of-field or minor artifact. Overall, visual quality is solid and coherent, though not exceptional.\n\nText-to-Video Alignment Analysis:\nThe video aligns with several aspects of the prompt (high-speed macro feel, warm lighting, downward tilt, visible wick and flame). However, key narrative elements are missing or underdeveloped: there is no clear depiction of the flame shrinking dramatically, no evident white smoke curling upward, and no visible wax pool or surface tension changes. The result is a moderate level of alignment rather than a faithful rendition of the full prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the flame coloration, wick interaction, and general combustion look believable, and the lighting remains consistent with a candle’s glow. No obvious physical contradictions are present, though the absence of certain dynamic cues reduces the perceived completeness of the scenario.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate fidelity to the prompt and strong physical realism. It achieves a balanced, mid-range performance across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.625,
+ "TA": 2.03125,
+ "MQ": 3.09375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro shot with stark, focused lighting, a downward tilt, and a dramatic sequence where a candle flame shrinks, flickers, and eventually extinguishes, with white smoke curling upward and a cooling wax pool. The video captures some elements of this setup but does not fully realize the described progression or the nuanced dynamics.\n\nVisual Quality Analysis:\nThe frames show a close-up of a lit candle with a reasonably sharp focus on the wick and flame. Lighting is warm and directional, producing convincing highlights and shadows. The background is dark enough to provide contrast, and color rendering is natural with visible blue in the flame. There is some motion blur in later frames, which can be interpreted as either stylistic depth-of-field or minor artifact. Overall, visual quality is solid and coherent, though not exceptional.\n\nText-to-Video Alignment Analysis:\nThe video aligns with several aspects of the prompt (high-speed macro feel, warm lighting, downward tilt, visible wick and flame). However, key narrative elements are missing or underdeveloped: there is no clear depiction of the flame shrinking dramatically, no evident white smoke curling upward, and no visible wax pool or surface tension changes. The result is a moderate level of alignment rather than a faithful rendition of the full prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the flame coloration, wick interaction, and general combustion look believable, and the lighting remains consistent with a candle’s glow. No obvious physical contradictions are present, though the absence of certain dynamic cues reduces the perceived completeness of the scenario.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate fidelity to the prompt and strong physical realism. It achieves a balanced, mid-range performance across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot using high-speed macro photography using stark, focused lighting, the camera slowly and deliberately tilts downward to capture the dramatic final moments of a candle flame against a deep black background. Initially vibrant and dancing, the flame—a teardrop of brilliant yellow and orange with a blue base—suddenly begins to dramatically shrink. It flickers erratically, its light collapsing inward in rapid, spasmodic sequences until it is extinguished, leaving only a bright orange flicker emitting intense heat at the tip of a blackened spiral. As the last of the light source dwindles, a delicate, almost ethereal wisp of white smoke unravels from the wick, curling gracefully upward in a slow, hypnotic spiral into the darkness. Below, the circular pool of transparent liquid wax, shimmering in the flame's reflection, loses its luster and begins to cool noticeably. Its surface tension tightens as the last traces of warmth dissipate, creating a profound atmosphere of tranquil finality and ephemeral beauty.",
+ "seed": 27698,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_14/index_4996_seed_27698_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 1.90625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot using high-speed macro photography using stark, focused lighting, the camera slowly and deliberately tilts downward to capture the dramatic final moments of a candle flame against a deep black background. Initially vibrant and dancing, the flame—a teardrop of brilliant yellow and orange with a blue base—suddenly begins to dramatically shrink. It flickers erratically, its light collapsing inward in rapid, spasmodic sequences until it is extinguished, leaving only a bright orange flicker emitting intense heat at the tip of a blackened spiral. As the last of the light source dwindles, a delicate, almost ethereal wisp of white smoke unravels from the wick, curling gracefully upward in a slow, hypnotic spiral into the darkness. Below, the circular pool of transparent liquid wax, shimmering in the flame's reflection, loses its luster and begins to cool noticeably. Its surface tension tightens as the last traces of warmth dissipate, creating a profound atmosphere of tranquil finality and ephemeral beauty.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro photography setup with stark, focused lighting, a camera tilt downward, and a sequence where a candle flame dramatically shrinks, flickers erratically, collapses in rapid sequences, and is extinguished, leaving a bright orange flicker at the tip of a blackened spiral. A delicate white smoke should rise in a slow, hypnotic spiral, and the circular pool of wax should lose luster as it cools. The overall mood is one of tranquil finality and ephemeral beauty.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the flame is clearly visible with warm tones and some blue at the base. The background is sufficiently dark to contrast with the flame, and the wick and liquid pool are discernible. Lighting remains consistent and the focus on the flame is appropriate. However, there are minor issues that prevent a top-tier rating: occasional slight softness or compression artifacts, and the motion cues implied by the prompt are not fully realized in the static frames. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt, including high-speed macro framing, stark lighting, and a downward tilt toward the flame. However, key aspects are underrepresented: the dramatic collapse and erratic flicker are not convincingly depicted, and the white smoke and the wax-cool sequence are not clearly shown. The alignment is partial rather than complete, resulting in a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the flame color progression, the darkened wick, and the reflective liquid pool align with expectations for a burning candle. No obvious physical contradictions are present, though the absence of explicit smoke dynamics and the limited depiction of wax cooling temper the completeness of the physical narrative. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.78125,
+ "TA": 1.90625,
+ "MQ": 3.0625,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro photography setup with stark, focused lighting, a camera tilt downward, and a sequence where a candle flame dramatically shrinks, flickers erratically, collapses in rapid sequences, and is extinguished, leaving a bright orange flicker at the tip of a blackened spiral. A delicate white smoke should rise in a slow, hypnotic spiral, and the circular pool of wax should lose luster as it cools. The overall mood is one of tranquil finality and ephemeral beauty.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the flame is clearly visible with warm tones and some blue at the base. The background is sufficiently dark to contrast with the flame, and the wick and liquid pool are discernible. Lighting remains consistent and the focus on the flame is appropriate. However, there are minor issues that prevent a top-tier rating: occasional slight softness or compression artifacts, and the motion cues implied by the prompt are not fully realized in the static frames. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt, including high-speed macro framing, stark lighting, and a downward tilt toward the flame. However, key aspects are underrepresented: the dramatic collapse and erratic flicker are not convincingly depicted, and the white smoke and the wax-cool sequence are not clearly shown. The alignment is partial rather than complete, resulting in a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the flame color progression, the darkened wick, and the reflective liquid pool align with expectations for a burning candle. No obvious physical contradictions are present, though the absence of explicit smoke dynamics and the limited depiction of wax cooling temper the completeness of the physical narrative. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot using high-speed macro photography using stark, focused lighting, the camera slowly and deliberately tilts downward to capture the dramatic final moments of a candle flame against a deep black background. Initially vibrant and dancing, the flame—a teardrop of brilliant yellow and orange with a blue base—suddenly begins to dramatically shrink. It flickers erratically, its light collapsing inward in rapid, spasmodic sequences until it is extinguished, leaving only a bright orange flicker emitting intense heat at the tip of a blackened spiral. As the last of the light source dwindles, a delicate, almost ethereal wisp of white smoke unravels from the wick, curling gracefully upward in a slow, hypnotic spiral into the darkness. Below, the circular pool of transparent liquid wax, shimmering in the flame's reflection, loses its luster and begins to cool noticeably. Its surface tension tightens as the last traces of warmth dissipate, creating a profound atmosphere of tranquil finality and ephemeral beauty.",
+ "seed": 27699,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_14/index_4996_seed_27699_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": 3.03125,
+ "video_score2_ta": 1.9140625,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 7.75,
+ "avg": 7.7421875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot using high-speed macro photography using stark, focused lighting, the camera slowly and deliberately tilts downward to capture the dramatic final moments of a candle flame against a deep black background. Initially vibrant and dancing, the flame—a teardrop of brilliant yellow and orange with a blue base—suddenly begins to dramatically shrink. It flickers erratically, its light collapsing inward in rapid, spasmodic sequences until it is extinguished, leaving only a bright orange flicker emitting intense heat at the tip of a blackened spiral. As the last of the light source dwindles, a delicate, almost ethereal wisp of white smoke unravels from the wick, curling gracefully upward in a slow, hypnotic spiral into the darkness. Below, the circular pool of transparent liquid wax, shimmering in the flame's reflection, loses its luster and begins to cool noticeably. Its surface tension tightens as the last traces of warmth dissipate, creating a profound atmosphere of tranquil finality and ephemeral beauty.",
+ "token_credit_reward": 7.75,
+ "selected_reward": 7.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro photography setup with stark, focused lighting, a camera tilt downward, and a sequence where a candle flame dramatically shrinks, flickers erratically, and eventually extinguishes, leaving a bright orange wick glow and wisps of white smoke curling upward into the darkness. The scene should emphasize the gradual loss of warmth and the reflective liquid wax pool as the final traces of warmth dissipate.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show reasonable sharpness and color rendering, but there are noticeable inconsistencies across frames and some artifacts that prevent a higher rating. The lighting remains fairly consistent, yet the sequence does not reach the level of polish implied by a top-tier macro shot.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the frames include a candle and a dark background, several key elements described in the prompt are not convincingly realized: the dramatic downward tilt is not clearly demonstrated, the blue base of the flame is not evident, the rapid, spasmodic flicker and the complete extinguishing sequence are not clearly depicted, and the white smoke behavior and the reflective liquid wax pool are not convincingly portrayed. The overall narrative progression described in the prompt is not fully captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible candle combustion cues, but some details such as the exact smoke dynamics and the precise interaction between flame and liquid wax are not fully convincing, resulting in a mid-range assessment rather than strong realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 1.9140625,
+ "MQ": 2.796875,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro photography setup with stark, focused lighting, a camera tilt downward, and a sequence where a candle flame dramatically shrinks, flickers erratically, and eventually extinguishes, leaving a bright orange wick glow and wisps of white smoke curling upward into the darkness. The scene should emphasize the gradual loss of warmth and the reflective liquid wax pool as the final traces of warmth dissipate.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show reasonable sharpness and color rendering, but there are noticeable inconsistencies across frames and some artifacts that prevent a higher rating. The lighting remains fairly consistent, yet the sequence does not reach the level of polish implied by a top-tier macro shot.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the frames include a candle and a dark background, several key elements described in the prompt are not convincingly realized: the dramatic downward tilt is not clearly demonstrated, the blue base of the flame is not evident, the rapid, spasmodic flicker and the complete extinguishing sequence are not clearly depicted, and the white smoke behavior and the reflective liquid wax pool are not convincingly portrayed. The overall narrative progression described in the prompt is not fully captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible candle combustion cues, but some details such as the exact smoke dynamics and the precise interaction between flame and liquid wax are not fully convincing, resulting in a mid-range assessment rather than strong realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_15/index_tensor([1729, 1729])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_15/index_tensor([1729, 1729])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..248f3ab133b20f324ec1ac6da7fed3bec1ca9c01
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_15/index_tensor([1729, 1729])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "wide-angle lens at eye level captures the dynamic scene, as the camera executes a series of rapid, repetitive side-to-side pans to track the frenetic action across the vast, sun-drenched park lawn. A diverse group of five young people, their faces flushed with exertion and beaming with joyful, competitive smiles, are energetically immersed in a game. Their casual, colorful athletic attire—a young woman with a high ponytail in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt—creates a vibrant pop of color against the lush green grass. The camera's movement is driven by their play; as one player sprints decisively across the court, it quickly tracks them, then suddenly moves back to follow another player as they dodge and weave with agility and grace. The bright afternoon sun casts long, dancing shadows that expand and contract with their rapid movements. The entire scene is filled with a warm golden light, creating a carefree, exuberant atmosphere imbued with the pure energy of friendly competition and outdoor fun.",
+ "seed": 16817,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_15/index_1729_seed_16817_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.6875,
+ "avg": 9.65625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide-angle lens at eye level captures the dynamic scene, as the camera executes a series of rapid, repetitive side-to-side pans to track the frenetic action across the vast, sun-drenched park lawn. A diverse group of five young people, their faces flushed with exertion and beaming with joyful, competitive smiles, are energetically immersed in a game. Their casual, colorful athletic attire—a young woman with a high ponytail in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt—creates a vibrant pop of color against the lush green grass. The camera's movement is driven by their play; as one player sprints decisively across the court, it quickly tracks them, then suddenly moves back to follow another player as they dodge and weave with agility and grace. The bright afternoon sun casts long, dancing shadows that expand and contract with their rapid movements. The entire scene is filled with a warm golden light, creating a carefree, exuberant atmosphere imbued with the pure energy of friendly competition and outdoor fun.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle, eye-level shot capturing a dynamic park scene with a diverse group of five young people playing a game. It specifies a young woman in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, and another in a simple white T-shirt, with energetic, competitive play under bright sunlight. The camera should pan rapidly to track the action across a vast lawn, with warm golden lighting and a sense of exuberant outdoor activity.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are noticeable issues that prevent a higher rating. Occasional motion blur during fast actions, minor compression artifacts, and slight color desaturation in some frames reduce sharpness. Lighting remains warm and generally consistent, yet some frames exhibit uneven exposure or subtle color shifts. The sequence remains coherent, but the overall image fidelity does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, eye-level view of a park setting with a group of five participants engaged in energetic activity. The core elements described in the prompt — the yellow-shirted woman, the blue-top man, the white-shirt participant, and the general park environment — are clearly represented. The camera movement includes lateral tracking, though the exact cadence of rapid, repetitive pans cannot be fully judged from static frames. The scene conveys a lively, sunlit outdoor moment with dynamic interaction. Minor deviations exist in exact clothing tones and the precise intensity of the pans, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). Movements appear plausible for a casual game, with natural body proportions and interactions with the grassy surface. Lighting and shadows align with outdoor conditions, and no obvious physics violations are observed. Some frames may show slightly stiff or awkward poses during rapid actions, but nothing that breaks overall believability.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 3.6875,
+ "MQ": 3.046875,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle, eye-level shot capturing a dynamic park scene with a diverse group of five young people playing a game. It specifies a young woman in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, and another in a simple white T-shirt, with energetic, competitive play under bright sunlight. The camera should pan rapidly to track the action across a vast lawn, with warm golden lighting and a sense of exuberant outdoor activity.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are noticeable issues that prevent a higher rating. Occasional motion blur during fast actions, minor compression artifacts, and slight color desaturation in some frames reduce sharpness. Lighting remains warm and generally consistent, yet some frames exhibit uneven exposure or subtle color shifts. The sequence remains coherent, but the overall image fidelity does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, eye-level view of a park setting with a group of five participants engaged in energetic activity. The core elements described in the prompt — the yellow-shirted woman, the blue-top man, the white-shirt participant, and the general park environment — are clearly represented. The camera movement includes lateral tracking, though the exact cadence of rapid, repetitive pans cannot be fully judged from static frames. The scene conveys a lively, sunlit outdoor moment with dynamic interaction. Minor deviations exist in exact clothing tones and the precise intensity of the pans, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). Movements appear plausible for a casual game, with natural body proportions and interactions with the grassy surface. Lighting and shadows align with outdoor conditions, and no obvious physics violations are observed. Some frames may show slightly stiff or awkward poses during rapid actions, but nothing that breaks overall believability.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide-angle lens at eye level captures the dynamic scene, as the camera executes a series of rapid, repetitive side-to-side pans to track the frenetic action across the vast, sun-drenched park lawn. A diverse group of five young people, their faces flushed with exertion and beaming with joyful, competitive smiles, are energetically immersed in a game. Their casual, colorful athletic attire—a young woman with a high ponytail in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt—creates a vibrant pop of color against the lush green grass. The camera's movement is driven by their play; as one player sprints decisively across the court, it quickly tracks them, then suddenly moves back to follow another player as they dodge and weave with agility and grace. The bright afternoon sun casts long, dancing shadows that expand and contract with their rapid movements. The entire scene is filled with a warm golden light, creating a carefree, exuberant atmosphere imbued with the pure energy of friendly competition and outdoor fun.",
+ "seed": 16818,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_15/index_1729_seed_16818_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.15625,
+ "video_score2_ta": 3.515625,
+ "video_score2_mq": 2.828125,
+ "video_score2_overall": 8.5,
+ "avg": 8.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide-angle lens at eye level captures the dynamic scene, as the camera executes a series of rapid, repetitive side-to-side pans to track the frenetic action across the vast, sun-drenched park lawn. A diverse group of five young people, their faces flushed with exertion and beaming with joyful, competitive smiles, are energetically immersed in a game. Their casual, colorful athletic attire—a young woman with a high ponytail in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt—creates a vibrant pop of color against the lush green grass. The camera's movement is driven by their play; as one player sprints decisively across the court, it quickly tracks them, then suddenly moves back to follow another player as they dodge and weave with agility and grace. The bright afternoon sun casts long, dancing shadows that expand and contract with their rapid movements. The entire scene is filled with a warm golden light, creating a carefree, exuberant atmosphere imbued with the pure energy of friendly competition and outdoor fun.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle, eye-level view capturing a dynamic park scene with a diverse group of five young people playing a game. It specifies a young woman in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, and another in a simple white T-shirt, with energetic, competitive play under bright afternoon sun and warm golden lighting. The camera should pan rapidly to track the action across a vast green lawn.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during fast actions. Lighting remains warm and consistent, and colors are reasonably saturated, yet fine details are not always crisp. There are no major distortions or abrupt frame-to-frame changes, and the sequence remains coherent, though sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, eye-level view with multiple players, a park setting, and bright golden lighting. The core elements described in the prompt — the yellow-shirted woman, the blue-top man, the white-shirt participant, and the energetic gameplay — are clearly represented. The rapid side-to-side camera movement is suggested by the sequence, though exact timing cannot be confirmed from stills alone. Minor deviations may exist in exact positioning or motion dynamics, but the main narrative and visual cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Player proportions and interactions appear plausible, and the environment behaves realistically. However, there are occasional subtle inconsistencies in motion timing and body mechanics during rapid actions, which slightly detract from perfect realism. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.15625,
+ "TA": 3.515625,
+ "MQ": 2.828125,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle, eye-level view capturing a dynamic park scene with a diverse group of five young people playing a game. It specifies a young woman in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, and another in a simple white T-shirt, with energetic, competitive play under bright afternoon sun and warm golden lighting. The camera should pan rapidly to track the action across a vast green lawn.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during fast actions. Lighting remains warm and consistent, and colors are reasonably saturated, yet fine details are not always crisp. There are no major distortions or abrupt frame-to-frame changes, and the sequence remains coherent, though sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, eye-level view with multiple players, a park setting, and bright golden lighting. The core elements described in the prompt — the yellow-shirted woman, the blue-top man, the white-shirt participant, and the energetic gameplay — are clearly represented. The rapid side-to-side camera movement is suggested by the sequence, though exact timing cannot be confirmed from stills alone. Minor deviations may exist in exact positioning or motion dynamics, but the main narrative and visual cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Player proportions and interactions appear plausible, and the environment behaves realistically. However, there are occasional subtle inconsistencies in motion timing and body mechanics during rapid actions, which slightly detract from perfect realism. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide-angle lens at eye level captures the dynamic scene, as the camera executes a series of rapid, repetitive side-to-side pans to track the frenetic action across the vast, sun-drenched park lawn. A diverse group of five young people, their faces flushed with exertion and beaming with joyful, competitive smiles, are energetically immersed in a game. Their casual, colorful athletic attire—a young woman with a high ponytail in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt—creates a vibrant pop of color against the lush green grass. The camera's movement is driven by their play; as one player sprints decisively across the court, it quickly tracks them, then suddenly moves back to follow another player as they dodge and weave with agility and grace. The bright afternoon sun casts long, dancing shadows that expand and contract with their rapid movements. The entire scene is filled with a warm golden light, creating a carefree, exuberant atmosphere imbued with the pure energy of friendly competition and outdoor fun.",
+ "seed": 16819,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_15/index_1729_seed_16819_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.953125,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
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+ "question_id": "videoscore2_overall",
+ "question": "wide-angle lens at eye level captures the dynamic scene, as the camera executes a series of rapid, repetitive side-to-side pans to track the frenetic action across the vast, sun-drenched park lawn. A diverse group of five young people, their faces flushed with exertion and beaming with joyful, competitive smiles, are energetically immersed in a game. Their casual, colorful athletic attire—a young woman with a high ponytail in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt—creates a vibrant pop of color against the lush green grass. The camera's movement is driven by their play; as one player sprints decisively across the court, it quickly tracks them, then suddenly moves back to follow another player as they dodge and weave with agility and grace. The bright afternoon sun casts long, dancing shadows that expand and contract with their rapid movements. The entire scene is filled with a warm golden light, creating a carefree, exuberant atmosphere imbued with the pure energy of friendly competition and outdoor fun.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle, eye-level view capturing a dynamic outdoor scene with rapid, repetitive side-to-side pans tracking a game across a sun-drenched park lawn. It envisions a diverse group of five young people, with specific outfits (a young woman in a bright yellow T-shirt with black shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt), and a warm, energetic atmosphere with long shadows and a golden light.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable motion blur during fast action, especially in later segments. There are occasional softness and minor artifacts, yet lighting remains warm and consistent, and colors stay reasonably saturated. The sequence remains readable, though some frames exhibit reduced sharpness due to motion.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, eye-level perspective with dynamic, side-to-side camera movement and a sunlit park setting. The core elements described in the prompt — a group of five young people, specific outfits, and a lively outdoor game — are clearly represented. Minor deviations exist in exact counts or positioning, but the essential narrative and visual cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movements are generally plausible, with natural body mechanics and coherent interactions among players. However, there are occasional timing or spacing inconsistencies and slight exaggerations in speed that prevent perfect realism. No major physics violations are evident, and the scene remains believable overall.\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": 1.953125,
+ "TA": 3.453125,
+ "MQ": 2.859375,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle, eye-level view capturing a dynamic outdoor scene with rapid, repetitive side-to-side pans tracking a game across a sun-drenched park lawn. It envisions a diverse group of five young people, with specific outfits (a young woman in a bright yellow T-shirt with black shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt), and a warm, energetic atmosphere with long shadows and a golden light.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable motion blur during fast action, especially in later segments. There are occasional softness and minor artifacts, yet lighting remains warm and consistent, and colors stay reasonably saturated. The sequence remains readable, though some frames exhibit reduced sharpness due to motion.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, eye-level perspective with dynamic, side-to-side camera movement and a sunlit park setting. The core elements described in the prompt — a group of five young people, specific outfits, and a lively outdoor game — are clearly represented. Minor deviations exist in exact counts or positioning, but the essential narrative and visual cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movements are generally plausible, with natural body mechanics and coherent interactions among players. However, there are occasional timing or spacing inconsistencies and slight exaggerations in speed that prevent perfect realism. No major physics violations are evident, and the scene remains believable overall.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide-angle lens at eye level captures the dynamic scene, as the camera executes a series of rapid, repetitive side-to-side pans to track the frenetic action across the vast, sun-drenched park lawn. A diverse group of five young people, their faces flushed with exertion and beaming with joyful, competitive smiles, are energetically immersed in a game. Their casual, colorful athletic attire—a young woman with a high ponytail in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt—creates a vibrant pop of color against the lush green grass. The camera's movement is driven by their play; as one player sprints decisively across the court, it quickly tracks them, then suddenly moves back to follow another player as they dodge and weave with agility and grace. The bright afternoon sun casts long, dancing shadows that expand and contract with their rapid movements. The entire scene is filled with a warm golden light, creating a carefree, exuberant atmosphere imbued with the pure energy of friendly competition and outdoor fun.",
+ "seed": 16820,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_15/index_1729_seed_16820_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.15625,
+ "video_score2_ta": 3.609375,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.75,
+ "avg": 8.734375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide-angle lens at eye level captures the dynamic scene, as the camera executes a series of rapid, repetitive side-to-side pans to track the frenetic action across the vast, sun-drenched park lawn. A diverse group of five young people, their faces flushed with exertion and beaming with joyful, competitive smiles, are energetically immersed in a game. Their casual, colorful athletic attire—a young woman with a high ponytail in a bright yellow T-shirt and black running shorts, a man in a blue sleeveless top and gray sweatpants, another in a simple white T-shirt—creates a vibrant pop of color against the lush green grass. The camera's movement is driven by their play; as one player sprints decisively across the court, it quickly tracks them, then suddenly moves back to follow another player as they dodge and weave with agility and grace. The bright afternoon sun casts long, dancing shadows that expand and contract with their rapid movements. The entire scene is filled with a warm golden light, creating a carefree, exuberant atmosphere imbued with the pure energy of friendly competition and outdoor fun.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle, eye-level shot capturing a dynamic park scene with a group of five young people playing a game. It specifies a diverse group, casual colorful athletic attire, and energetic activity under bright sun with dynamic camera work following the action.\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. Lighting remains warm and consistent, and colors are reasonably saturated, though not exceptionally sharp. There are no major distortions or artifacts, and the sequence appears stable enough for viewing, but the overall crispness is not high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a wide-angle, eye-level view with a dynamic park setting and a group engaged in energetic activity. The core elements described in the prompt — multiple participants, casual athletic attire, and a lively game under bright sun — are well represented. Some minor deviations exist in exact counts or specific actions, but the overall correspondence is solid.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Movements and interactions feel plausible for a casual outdoor game, with natural body mechanics and coherent spatial relationships. However, there are occasional timing or spacing inconsistencies that prevent a higher level of realism, though nothing severely breaks plausibility.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.15625,
+ "TA": 3.609375,
+ "MQ": 2.96875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle, eye-level shot capturing a dynamic park scene with a group of five young people playing a game. It specifies a diverse group, casual colorful athletic attire, and energetic activity under bright sun with dynamic camera work following the action.\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. Lighting remains warm and consistent, and colors are reasonably saturated, though not exceptionally sharp. There are no major distortions or artifacts, and the sequence appears stable enough for viewing, but the overall crispness is not high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a wide-angle, eye-level view with a dynamic park setting and a group engaged in energetic activity. The core elements described in the prompt — multiple participants, casual athletic attire, and a lively game under bright sun — are well represented. Some minor deviations exist in exact counts or specific actions, but the overall correspondence is solid.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Movements and interactions feel plausible for a casual outdoor game, with natural body mechanics and coherent spatial relationships. However, there are occasional timing or spacing inconsistencies that prevent a higher level of realism, though nothing severely breaks plausibility.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_2/index_tensor([3962, 3962])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_2/index_tensor([3962, 3962])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..04f25d634e992fadbb04286474690fb19c803ff9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_2/index_tensor([3962, 3962])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a stunning macro close-up, the camera tilts upward at an incredibly slow speed, closely tracking a new potato sprout as it indomitably rises from the moist, dark brown soil rich in organic matter. This delicate, almost translucent white stalk, with a tender green tip and a slight curl, steadily and slowly pushes upward, pushing away the earth beneath it with a resilient force imbued with life. As it continues to push, tiny cracks appear in the surrounding soil, and small clumps of earth loosen and tumble away, revealing the dark, moist interior. A faint but hopeful ray of overhead light penetrates directly from above, precisely illuminating the tip of the new sprout, giving it an almost luminous quality and causing tiny water droplets clinging to the soil and the sprout to shimmer with a shimmering light. The dominant tones of deep brown and black contrast sharply with the vibrant green of the new sprout, creating an atmosphere of tranquility, concentration, and vibrant tension, celebrating the tenacious will of a tiny life to break through the earth.",
+ "seed": 7385,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_2/index_3962_seed_7385_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_ta": 3.0625,
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+ "video_score2_overall": 10.8125,
+ "avg": 10.8125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a stunning macro close-up, the camera tilts upward at an incredibly slow speed, closely tracking a new potato sprout as it indomitably rises from the moist, dark brown soil rich in organic matter. This delicate, almost translucent white stalk, with a tender green tip and a slight curl, steadily and slowly pushes upward, pushing away the earth beneath it with a resilient force imbued with life. As it continues to push, tiny cracks appear in the surrounding soil, and small clumps of earth loosen and tumble away, revealing the dark, moist interior. A faint but hopeful ray of overhead light penetrates directly from above, precisely illuminating the tip of the new sprout, giving it an almost luminous quality and causing tiny water droplets clinging to the soil and the sprout to shimmer with a shimmering light. The dominant tones of deep brown and black contrast sharply with the vibrant green of the new sprout, creating an atmosphere of tranquility, concentration, and vibrant tension, celebrating the tenacious will of a tiny life to break through the earth.",
+ "token_credit_reward": 10.8125,
+ "selected_reward": 10.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up of a potato sprout emerging from moist, dark brown soil rich in organic matter. It envisions a delicate, almost translucent white stalk with a tender green tip and a slight curl, pushing upward with resilience, while tiny cracks appear in the soil and small clumps loosen, illuminated by a faint overhead light that highlights the sprout's growth against a tranquil yet dynamic scene.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro close-up is convincing, with clear detail in the sprout and surrounding soil. Lighting is warm and consistent, producing a pleasant, natural look. There is some mild softness or slight blur in parts of the frame, which may be an intentional depth-of-field choice rather than a defect. No major artifacts or distortions are evident, and color grading remains coherent across shots. Overall, the visual quality is strong and coherent, though not flawless.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a macro close-up, a visible sprout with a white stalk and green tip, and a sense of upward growth. However, certain aspects described in the prompt are not fully realized in the footage: the soil texture appears more uniform and less richly organic; there is no clearly observable crack in the soil or distinct displacement of earth; the lighting does not exhibit a pronounced overhead spotlight effect; and the sequence of progressive growth is inferred rather than shown frame-by-frame. Consequently, alignment is moderate rather than perfect.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the sprout emerges from the soil with a reasonable growth trajectory, and the interaction between plant and substrate follows expected dynamics. The absence of dramatic soil disruption or explicit crack formation is a minor deviation from the most vivid description, but it does not undermine overall realism. The depiction remains believable and consistent with common-sense expectations.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.8125,
+ "TA": 3.0625,
+ "MQ": 3.9375,
+ "Overall": 10.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up of a potato sprout emerging from moist, dark brown soil rich in organic matter. It envisions a delicate, almost translucent white stalk with a tender green tip and a slight curl, pushing upward with resilience, while tiny cracks appear in the soil and small clumps loosen, illuminated by a faint overhead light that highlights the sprout's growth against a tranquil yet dynamic scene.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro close-up is convincing, with clear detail in the sprout and surrounding soil. Lighting is warm and consistent, producing a pleasant, natural look. There is some mild softness or slight blur in parts of the frame, which may be an intentional depth-of-field choice rather than a defect. No major artifacts or distortions are evident, and color grading remains coherent across shots. Overall, the visual quality is strong and coherent, though not flawless.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a macro close-up, a visible sprout with a white stalk and green tip, and a sense of upward growth. However, certain aspects described in the prompt are not fully realized in the footage: the soil texture appears more uniform and less richly organic; there is no clearly observable crack in the soil or distinct displacement of earth; the lighting does not exhibit a pronounced overhead spotlight effect; and the sequence of progressive growth is inferred rather than shown frame-by-frame. Consequently, alignment is moderate rather than perfect.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the sprout emerges from the soil with a reasonable growth trajectory, and the interaction between plant and substrate follows expected dynamics. The absence of dramatic soil disruption or explicit crack formation is a minor deviation from the most vivid description, but it does not undermine overall realism. The depiction remains believable and consistent with common-sense expectations.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up of a potato sprout emerging from moist, dark brown soil rich in organic matter. It envisions a delicate, almost translucent white stalk with a tender green tip and a slight curl, pushing upward with resilience, while tiny cracks appear in the surrounding soil and small clumps of earth loosen and tumble away. A faint overhead light is expected to illuminate the tip, giving a luminous quality and highlighting the sprout's growth against a background of deep browns and blacks.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro close-up is convincing, with clear detail in the sprout and soil texture, and lighting that remains consistent across shots. There are no obvious distortions or artifacts, and color rendition is natural. However, there are minor limitations in dynamic range and fine-grain detail 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 key elements of the prompt—close-up framing, upward tilt, and a visible sprout with a green tip. However, some nuanced aspects are underrepresented: the white translucency of the stalk is not strongly evident, and the dramatic soil disruption described (cracks, loose clumps) is not clearly depicted. The lighting and contrast support the scene, but the overall alignment sits at a moderate level rather than strong. This corresponds to a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe sequence maintains plausible plant growth and soil interaction, with coherent lighting and spatial relationships. Yet certain details from the prompt (notably the pronounced soil disruption and the exact light dynamics) are not fully realized, resulting in a moderate level of common-sense consistency. Overall, Physical Consistency is rated 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.640625,
+ "TA": 3.0,
+ "MQ": 3.78125,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up of a potato sprout emerging from moist, dark brown soil rich in organic matter. It envisions a delicate, almost translucent white stalk with a tender green tip and a slight curl, pushing upward with resilience, while tiny cracks appear in the surrounding soil and small clumps of earth loosen and tumble away. A faint overhead light is expected to illuminate the tip, giving a luminous quality and highlighting the sprout's growth against a background of deep browns and blacks.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro close-up is convincing, with clear detail in the sprout and soil texture, and lighting that remains consistent across shots. There are no obvious distortions or artifacts, and color rendition is natural. However, there are minor limitations in dynamic range and fine-grain detail 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 key elements of the prompt—close-up framing, upward tilt, and a visible sprout with a green tip. However, some nuanced aspects are underrepresented: the white translucency of the stalk is not strongly evident, and the dramatic soil disruption described (cracks, loose clumps) is not clearly depicted. The lighting and contrast support the scene, but the overall alignment sits at a moderate level rather than strong. This corresponds to a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe sequence maintains plausible plant growth and soil interaction, with coherent lighting and spatial relationships. Yet certain details from the prompt (notably the pronounced soil disruption and the exact light dynamics) are not fully realized, resulting in a moderate level of common-sense consistency. Overall, Physical Consistency is rated 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a stunning macro close-up, the camera tilts upward at an incredibly slow speed, closely tracking a new potato sprout as it indomitably rises from the moist, dark brown soil rich in organic matter. This delicate, almost translucent white stalk, with a tender green tip and a slight curl, steadily and slowly pushes upward, pushing away the earth beneath it with a resilient force imbued with life. As it continues to push, tiny cracks appear in the surrounding soil, and small clumps of earth loosen and tumble away, revealing the dark, moist interior. A faint but hopeful ray of overhead light penetrates directly from above, precisely illuminating the tip of the new sprout, giving it an almost luminous quality and causing tiny water droplets clinging to the soil and the sprout to shimmer with a shimmering light. The dominant tones of deep brown and black contrast sharply with the vibrant green of the new sprout, creating an atmosphere of tranquility, concentration, and vibrant tension, celebrating the tenacious will of a tiny life to break through the earth.",
+ "seed": 7387,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_2/index_3962_seed_7387_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.578125,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 3.796875,
+ "video_score2_overall": 10.5625,
+ "avg": 10.53125,
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+ "question": "In a stunning macro close-up, the camera tilts upward at an incredibly slow speed, closely tracking a new potato sprout as it indomitably rises from the moist, dark brown soil rich in organic matter. This delicate, almost translucent white stalk, with a tender green tip and a slight curl, steadily and slowly pushes upward, pushing away the earth beneath it with a resilient force imbued with life. As it continues to push, tiny cracks appear in the surrounding soil, and small clumps of earth loosen and tumble away, revealing the dark, moist interior. A faint but hopeful ray of overhead light penetrates directly from above, precisely illuminating the tip of the new sprout, giving it an almost luminous quality and causing tiny water droplets clinging to the soil and the sprout to shimmer with a shimmering light. The dominant tones of deep brown and black contrast sharply with the vibrant green of the new sprout, creating an atmosphere of tranquility, concentration, and vibrant tension, celebrating the tenacious will of a tiny life to break through the earth.",
+ "token_credit_reward": 10.5625,
+ "selected_reward": 10.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up of a potato sprout rising from moist, dark brown soil rich in organic matter. It envisions a delicate, almost translucent white stalk with a tender green tip and a slight curl, pushing upward with resilience, while tiny cracks appear in the surrounding soil and small clumps of earth loosen and tumble away. A faint overhead light is expected to illuminate the tip, giving a luminous quality and highlighting the sprout's growth against a background of deep browns and blacks.\n\nVisual Quality Assessment:\nThe video presents a solid macro close-up with generally good clarity. The resolution is adequate, and the subject remains reasonably sharp across frames. There is some depth-of-field blur in the background, which reads as intentional and does not undermine overall perception. Lighting is warm and consistent, and color rendition yields a convincing contrast between the pale stalk and the green foliage. No major distortions or artifacts are evident, and transitions between frames are smooth. Overall, Visual Quality is strong and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a macro close-up, upward tilt, and a visible sprout with a light-colored stalk and green leaves. However, certain dynamic aspects described in the prompt—such as the sprout actively pushing through the soil, visible cracks in the soil, and the soil loosening and tumbling—are not clearly demonstrated in the footage. The lighting and color palette support the intended mood, but the absence of those dynamic interactions reduces the alignment to a moderate level. Overall, Text-to-Video Alignment is acceptable but not fully realized, corresponding to a mid-range score.\n\nPhysical Consistency (Common-sense):\nThe scene adheres to plausible physical behavior: the sprout emerges from the soil with a coherent structure, and the lighting/shadows are consistent with a natural outdoor setting. There are no obvious violations of basic physics or common-sense expectations. Some minor ambiguities remain regarding the exact soil displacement and motion cues, but they do not undermine overall plausibility. Overall, Physical Consistency is solid, matching a score around 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.578125,
+ "TA": 3.15625,
+ "MQ": 3.796875,
+ "Overall": 10.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up of a potato sprout rising from moist, dark brown soil rich in organic matter. It envisions a delicate, almost translucent white stalk with a tender green tip and a slight curl, pushing upward with resilience, while tiny cracks appear in the surrounding soil and small clumps of earth loosen and tumble away. A faint overhead light is expected to illuminate the tip, giving a luminous quality and highlighting the sprout's growth against a background of deep browns and blacks.\n\nVisual Quality Assessment:\nThe video presents a solid macro close-up with generally good clarity. The resolution is adequate, and the subject remains reasonably sharp across frames. There is some depth-of-field blur in the background, which reads as intentional and does not undermine overall perception. Lighting is warm and consistent, and color rendition yields a convincing contrast between the pale stalk and the green foliage. No major distortions or artifacts are evident, and transitions between frames are smooth. Overall, Visual Quality is strong and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a macro close-up, upward tilt, and a visible sprout with a light-colored stalk and green leaves. However, certain dynamic aspects described in the prompt—such as the sprout actively pushing through the soil, visible cracks in the soil, and the soil loosening and tumbling—are not clearly demonstrated in the footage. The lighting and color palette support the intended mood, but the absence of those dynamic interactions reduces the alignment to a moderate level. Overall, Text-to-Video Alignment is acceptable but not fully realized, corresponding to a mid-range score.\n\nPhysical Consistency (Common-sense):\nThe scene adheres to plausible physical behavior: the sprout emerges from the soil with a coherent structure, and the lighting/shadows are consistent with a natural outdoor setting. There are no obvious violations of basic physics or common-sense expectations. Some minor ambiguities remain regarding the exact soil displacement and motion cues, but they do not undermine overall plausibility. Overall, Physical Consistency is solid, matching a score around 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "In a stunning macro close-up, the camera tilts upward at an incredibly slow speed, closely tracking a new potato sprout as it indomitably rises from the moist, dark brown soil rich in organic matter. This delicate, almost translucent white stalk, with a tender green tip and a slight curl, steadily and slowly pushes upward, pushing away the earth beneath it with a resilient force imbued with life. As it continues to push, tiny cracks appear in the surrounding soil, and small clumps of earth loosen and tumble away, revealing the dark, moist interior. A faint but hopeful ray of overhead light penetrates directly from above, precisely illuminating the tip of the new sprout, giving it an almost luminous quality and causing tiny water droplets clinging to the soil and the sprout to shimmer with a shimmering light. The dominant tones of deep brown and black contrast sharply with the vibrant green of the new sprout, creating an atmosphere of tranquility, concentration, and vibrant tension, celebrating the tenacious will of a tiny life to break through the earth.",
+ "seed": 7388,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_2/index_3962_seed_7388_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.671875,
+ "video_score2_ta": 3.375,
+ "video_score2_mq": 3.828125,
+ "video_score2_overall": 10.875,
+ "avg": 10.875,
+ "reward_records": [
+ {
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+ "token_credit_reward": 10.875,
+ "selected_reward": 10.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up of a potato sprout rising from moist, dark brown soil rich in organic matter. It envisions a delicate, almost translucent white stalk with a tender green tip and a slight curl, pushing upward with resilience, while tiny cracks appear in the soil and small clumps loosen, illuminated by overhead light that highlights the sprout's growth. The scene is intended to convey a tranquil yet dynamic moment of plant emergence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro close-up is convincing, with clear detail in the sprout and surrounding soil. The resolution and color rendition are generally strong, and lighting remains consistent across shots. There are occasional minor softness or compression artifacts in some frames, but these do not significantly detract from the perception of quality. Overall, Visual Quality is good and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, upward tilt, and a visible sprout with green foliage emerging from dark soil. However, certain nuanced aspects are underrepresented: the white translucency of the stalk is not strongly evident, and the dynamic interaction between the sprout and the soil (such as pronounced pushing action, visible cracks, and soil displacement) is not consistently depicted. The lighting and contrast support the scene, but the overall alignment sits at a moderate level rather than a perfect match.\n\nPhysical Consistency / Common-sense:\nThe sequence maintains plausible plant growth and soil interaction, with no glaring physical contradictions. Some details, such as the exact degree of soil displacement and the timing of crack formation, are simplified, resulting in a generally believable but not highly precise depiction. Overall, Physical Consistency is acceptable and corresponds to a mid-range score.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.671875,
+ "TA": 3.375,
+ "MQ": 3.828125,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning macro close-up of a potato sprout rising from moist, dark brown soil rich in organic matter. It envisions a delicate, almost translucent white stalk with a tender green tip and a slight curl, pushing upward with resilience, while tiny cracks appear in the soil and small clumps loosen, illuminated by overhead light that highlights the sprout's growth. The scene is intended to convey a tranquil yet dynamic moment of plant emergence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro close-up is convincing, with clear detail in the sprout and surrounding soil. The resolution and color rendition are generally strong, and lighting remains consistent across shots. There are occasional minor softness or compression artifacts in some frames, but these do not significantly detract from the perception of quality. Overall, Visual Quality is good and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, upward tilt, and a visible sprout with green foliage emerging from dark soil. However, certain nuanced aspects are underrepresented: the white translucency of the stalk is not strongly evident, and the dynamic interaction between the sprout and the soil (such as pronounced pushing action, visible cracks, and soil displacement) is not consistently depicted. The lighting and contrast support the scene, but the overall alignment sits at a moderate level rather than a perfect match.\n\nPhysical Consistency / Common-sense:\nThe sequence maintains plausible plant growth and soil interaction, with no glaring physical contradictions. Some details, such as the exact degree of soil displacement and the timing of crack formation, are simplified, resulting in a generally believable but not highly precise depiction. Overall, Physical Consistency is acceptable and corresponds to a mid-range score.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_5/index_tensor([1571, 1571])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_5/index_tensor([1571, 1571])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8008cb6f798602aa679e682b75c91646ed805382
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_5/index_tensor([1571, 1571])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle tracking shot glides slowly and deliberately across the deeply shadowed ancient forest floor, exploring the complex world of velvety emerald green moss clinging to gnarled dark roots and decaying chestnut leaves. Faint, dappled dusk light penetrates the dense canopy above, creating a carefully orchestrated black-and-white effect that feels both naturalistic and divine. The camera's steady movement gradually reveals the subject: a massive centipede, its segmented body a stunning blend of polished blood-red chitin and gleaming obsidian black, each plate reflecting the dim light with a glassy sheen. Its countless slender legs hold an unsettling stillness against the damp earth. The creature's head stands on high alert, its powerful blades sharp as surgical steel, glistening as they part slightly, shimmering with a hint of toxic moisture, ready to strike with terrifying imminence. The entire scene is rendered with the hyper-detailed, painterly realism and mythic grandeur of the masterpieces of John William Waterhouse and Wadim Kashin, evoking an atmosphere of primal fear and breathtaking, terrifying beauty.",
+ "seed": 10550,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_5/index_1571_seed_10550_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": 3.96875,
+ "video_score2_ta": 2.28125,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.5,
+ "avg": 9.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle tracking shot glides slowly and deliberately across the deeply shadowed ancient forest floor, exploring the complex world of velvety emerald green moss clinging to gnarled dark roots and decaying chestnut leaves. Faint, dappled dusk light penetrates the dense canopy above, creating a carefully orchestrated black-and-white effect that feels both naturalistic and divine. The camera's steady movement gradually reveals the subject: a massive centipede, its segmented body a stunning blend of polished blood-red chitin and gleaming obsidian black, each plate reflecting the dim light with a glassy sheen. Its countless slender legs hold an unsettling stillness against the damp earth. The creature's head stands on high alert, its powerful blades sharp as surgical steel, glistening as they part slightly, shimmering with a hint of toxic moisture, ready to strike with terrifying imminence. The entire scene is rendered with the hyper-detailed, painterly realism and mythic grandeur of the masterpieces of John William Waterhouse and Wadim Kashin, evoking an atmosphere of primal fear and breathtaking, terrifying beauty.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot moving across a shadowed ancient forest floor, revealing a massive centipede with a segmented body and distinctive coloration. While the video includes a large centipede and a forest floor setting, several key prompt elements are not realized: there is no evident deliberate low-angle glide, the scene remains in color rather than the requested black-and-white, and the lighting does not convincingly convey a dim, dappled dusk ambiance. Overall, the alignment with the prompt is partial, capturing the central subject but missing important stylistic and atmospheric details.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the centipede’s segments and legs, with good detail in the creature itself. However, the overall image quality is only moderate due to limited depth cues and relatively flat lighting, which reduces perceived realism. There are no obvious artifacts or distortions, but the scene lacks the cinematic polish suggested by the prompt. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video includes the major subject (a large centipede) and a forest-floor setting, but several critical prompt aspects are not satisfied: the intended low-angle tracking motion is not clearly present, the scene is in color instead of monochrome, and the atmospheric lighting does not match the described dim, dappled dusk. These gaps indicate a moderate misalignment between the prompt and the video. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and behavior for a centipede on a forest floor, with coherent scale and interaction with the environment. Some minor inconsistencies exist (e.g., lighting/shadow coherence and subtle environmental interactions), but they do not severely undermine plausibility. Overall Physical Consistency score: 3/5.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.96875,
+ "TA": 2.28125,
+ "MQ": 3.21875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot moving across a shadowed ancient forest floor, revealing a massive centipede with a segmented body and distinctive coloration. While the video includes a large centipede and a forest floor setting, several key prompt elements are not realized: there is no evident deliberate low-angle glide, the scene remains in color rather than the requested black-and-white, and the lighting does not convincingly convey a dim, dappled dusk ambiance. Overall, the alignment with the prompt is partial, capturing the central subject but missing important stylistic and atmospheric details.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the centipede’s segments and legs, with good detail in the creature itself. However, the overall image quality is only moderate due to limited depth cues and relatively flat lighting, which reduces perceived realism. There are no obvious artifacts or distortions, but the scene lacks the cinematic polish suggested by the prompt. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video includes the major subject (a large centipede) and a forest-floor setting, but several critical prompt aspects are not satisfied: the intended low-angle tracking motion is not clearly present, the scene is in color instead of monochrome, and the atmospheric lighting does not match the described dim, dappled dusk. These gaps indicate a moderate misalignment between the prompt and the video. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and behavior for a centipede on a forest floor, with coherent scale and interaction with the environment. Some minor inconsistencies exist (e.g., lighting/shadow coherence and subtle environmental interactions), but they do not severely undermine plausibility. Overall Physical Consistency score: 3/5.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle tracking shot glides slowly and deliberately across the deeply shadowed ancient forest floor, exploring the complex world of velvety emerald green moss clinging to gnarled dark roots and decaying chestnut leaves. Faint, dappled dusk light penetrates the dense canopy above, creating a carefully orchestrated black-and-white effect that feels both naturalistic and divine. The camera's steady movement gradually reveals the subject: a massive centipede, its segmented body a stunning blend of polished blood-red chitin and gleaming obsidian black, each plate reflecting the dim light with a glassy sheen. Its countless slender legs hold an unsettling stillness against the damp earth. The creature's head stands on high alert, its powerful blades sharp as surgical steel, glistening as they part slightly, shimmering with a hint of toxic moisture, ready to strike with terrifying imminence. The entire scene is rendered with the hyper-detailed, painterly realism and mythic grandeur of the masterpieces of John William Waterhouse and Wadim Kashin, evoking an atmosphere of primal fear and breathtaking, terrifying beauty.",
+ "seed": 10551,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_5/index_1571_seed_10551_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.984375,
+ "video_score2_ta": 1.90625,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle tracking shot glides slowly and deliberately across the deeply shadowed ancient forest floor, exploring the complex world of velvety emerald green moss clinging to gnarled dark roots and decaying chestnut leaves. Faint, dappled dusk light penetrates the dense canopy above, creating a carefully orchestrated black-and-white effect that feels both naturalistic and divine. The camera's steady movement gradually reveals the subject: a massive centipede, its segmented body a stunning blend of polished blood-red chitin and gleaming obsidian black, each plate reflecting the dim light with a glassy sheen. Its countless slender legs hold an unsettling stillness against the damp earth. The creature's head stands on high alert, its powerful blades sharp as surgical steel, glistening as they part slightly, shimmering with a hint of toxic moisture, ready to strike with terrifying imminence. The entire scene is rendered with the hyper-detailed, painterly realism and mythic grandeur of the masterpieces of John William Waterhouse and Wadim Kashin, evoking an atmosphere of primal fear and breathtaking, terrifying beauty.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot moving across a shadowed ancient forest floor, revealing a massive centipede with a segmented body and numerous slender legs. The scene features dim, dappled lighting and a black-and-white aesthetic, with the creature poised to strike in a mythic, hyper-detailed manner.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the centipede is clearly visible with good detail on the legs and segments. The moss, leaves, and forest floor textures read convincingly, and lighting remains consistent with a moody forest ambiance. There are no obvious distortions or artifacts, and motion appears smooth. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—centipede, forest floor, moss, and a low-angle tracking feel. However, key aspects are not realized: there is no black-and-white treatment, and the dramatic lighting and mythic mood are not strongly conveyed. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe anatomy and locomotion of the centipede appear plausible, with believable leg articulation and interaction with the damp ground. While generally coherent, there may be minor inconsistencies in scale cues or environmental interactions that prevent a higher level of realism. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.984375,
+ "TA": 1.90625,
+ "MQ": 3.21875,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot moving across a shadowed ancient forest floor, revealing a massive centipede with a segmented body and numerous slender legs. The scene features dim, dappled lighting and a black-and-white aesthetic, with the creature poised to strike in a mythic, hyper-detailed manner.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the centipede is clearly visible with good detail on the legs and segments. The moss, leaves, and forest floor textures read convincingly, and lighting remains consistent with a moody forest ambiance. There are no obvious distortions or artifacts, and motion appears smooth. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—centipede, forest floor, moss, and a low-angle tracking feel. However, key aspects are not realized: there is no black-and-white treatment, and the dramatic lighting and mythic mood are not strongly conveyed. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe anatomy and locomotion of the centipede appear plausible, with believable leg articulation and interaction with the damp ground. While generally coherent, there may be minor inconsistencies in scale cues or environmental interactions that prevent a higher level of realism. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle tracking shot glides slowly and deliberately across the deeply shadowed ancient forest floor, exploring the complex world of velvety emerald green moss clinging to gnarled dark roots and decaying chestnut leaves. Faint, dappled dusk light penetrates the dense canopy above, creating a carefully orchestrated black-and-white effect that feels both naturalistic and divine. The camera's steady movement gradually reveals the subject: a massive centipede, its segmented body a stunning blend of polished blood-red chitin and gleaming obsidian black, each plate reflecting the dim light with a glassy sheen. Its countless slender legs hold an unsettling stillness against the damp earth. The creature's head stands on high alert, its powerful blades sharp as surgical steel, glistening as they part slightly, shimmering with a hint of toxic moisture, ready to strike with terrifying imminence. The entire scene is rendered with the hyper-detailed, painterly realism and mythic grandeur of the masterpieces of John William Waterhouse and Wadim Kashin, evoking an atmosphere of primal fear and breathtaking, terrifying beauty.",
+ "seed": 10552,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_5/index_1571_seed_10552_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": 3.703125,
+ "video_score2_ta": 2.375,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 9.25,
+ "avg": 9.28125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle tracking shot glides slowly and deliberately across the deeply shadowed ancient forest floor, exploring the complex world of velvety emerald green moss clinging to gnarled dark roots and decaying chestnut leaves. Faint, dappled dusk light penetrates the dense canopy above, creating a carefully orchestrated black-and-white effect that feels both naturalistic and divine. The camera's steady movement gradually reveals the subject: a massive centipede, its segmented body a stunning blend of polished blood-red chitin and gleaming obsidian black, each plate reflecting the dim light with a glassy sheen. Its countless slender legs hold an unsettling stillness against the damp earth. The creature's head stands on high alert, its powerful blades sharp as surgical steel, glistening as they part slightly, shimmering with a hint of toxic moisture, ready to strike with terrifying imminence. The entire scene is rendered with the hyper-detailed, painterly realism and mythic grandeur of the masterpieces of John William Waterhouse and Wadim Kashin, evoking an atmosphere of primal fear and breathtaking, terrifying beauty.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot moving across a shadowed ancient forest floor, revealing a massive centipede with a striking blend of red chitin and obsidian segments, set against a moody, dimly lit environment. The intended aesthetic is hyper-detailed, painterly realism with mythic grandeur, emphasizing primal fear and breathtaking beauty.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the macro details of the centipede are discernible, with convincing texture on the legs and body. Lighting remains consistent and the creature’s coloration (red/orange and black) reads clearly. The background elements such as moss and leaves are present and contribute to depth, and there is a coherent sense of motion between frames. However, some frames show mild softness or minor compression artifacts, which prevents a top-tier impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt—close-up, low-angle perspective, and a damp forest-floor setting with moss and leaves, plus a visible tracking motion. However, crucial atmospheric and stylistic cues are missing: there is no black-and-white treatment, and the dramatic lighting and mythic mood described in the prompt are not realized. The result is a partial alignment: core subject and environment are present, but the intended artistic vision is only partially achieved. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and locomotion for a large centipede, with believable leg articulation and interaction with the damp substrate. There are no obvious anatomical or physical inconsistencies, and the creature’s behavior aligns with expectations for such an organism. Some minor frame-level artifacts exist, but they do not undermine overall coherence. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.375,
+ "MQ": 3.203125,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot moving across a shadowed ancient forest floor, revealing a massive centipede with a striking blend of red chitin and obsidian segments, set against a moody, dimly lit environment. The intended aesthetic is hyper-detailed, painterly realism with mythic grandeur, emphasizing primal fear and breathtaking beauty.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the macro details of the centipede are discernible, with convincing texture on the legs and body. Lighting remains consistent and the creature’s coloration (red/orange and black) reads clearly. The background elements such as moss and leaves are present and contribute to depth, and there is a coherent sense of motion between frames. However, some frames show mild softness or minor compression artifacts, which prevents a top-tier impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt—close-up, low-angle perspective, and a damp forest-floor setting with moss and leaves, plus a visible tracking motion. However, crucial atmospheric and stylistic cues are missing: there is no black-and-white treatment, and the dramatic lighting and mythic mood described in the prompt are not realized. The result is a partial alignment: core subject and environment are present, but the intended artistic vision is only partially achieved. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and locomotion for a large centipede, with believable leg articulation and interaction with the damp substrate. There are no obvious anatomical or physical inconsistencies, and the creature’s behavior aligns with expectations for such an organism. Some minor frame-level artifacts exist, but they do not undermine overall coherence. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle tracking shot glides slowly and deliberately across the deeply shadowed ancient forest floor, exploring the complex world of velvety emerald green moss clinging to gnarled dark roots and decaying chestnut leaves. Faint, dappled dusk light penetrates the dense canopy above, creating a carefully orchestrated black-and-white effect that feels both naturalistic and divine. The camera's steady movement gradually reveals the subject: a massive centipede, its segmented body a stunning blend of polished blood-red chitin and gleaming obsidian black, each plate reflecting the dim light with a glassy sheen. Its countless slender legs hold an unsettling stillness against the damp earth. The creature's head stands on high alert, its powerful blades sharp as surgical steel, glistening as they part slightly, shimmering with a hint of toxic moisture, ready to strike with terrifying imminence. The entire scene is rendered with the hyper-detailed, painterly realism and mythic grandeur of the masterpieces of John William Waterhouse and Wadim Kashin, evoking an atmosphere of primal fear and breathtaking, terrifying beauty.",
+ "seed": 10553,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_5/index_1571_seed_10553_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.90625,
+ "video_score2_ta": 2.296875,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.375,
+ "avg": 9.421875,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle tracking shot glides slowly and deliberately across the deeply shadowed ancient forest floor, exploring the complex world of velvety emerald green moss clinging to gnarled dark roots and decaying chestnut leaves. Faint, dappled dusk light penetrates the dense canopy above, creating a carefully orchestrated black-and-white effect that feels both naturalistic and divine. The camera's steady movement gradually reveals the subject: a massive centipede, its segmented body a stunning blend of polished blood-red chitin and gleaming obsidian black, each plate reflecting the dim light with a glassy sheen. Its countless slender legs hold an unsettling stillness against the damp earth. The creature's head stands on high alert, its powerful blades sharp as surgical steel, glistening as they part slightly, shimmering with a hint of toxic moisture, ready to strike with terrifying imminence. The entire scene is rendered with the hyper-detailed, painterly realism and mythic grandeur of the masterpieces of John William Waterhouse and Wadim Kashin, evoking an atmosphere of primal fear and breathtaking, terrifying beauty.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 0,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot through a shadowed ancient forest floor, featuring a massive centipede with a striking red/black coloration and a predatory stance. While the visuals capture several elements of the scene (forest floor, moss, lighting), the central subject and its dramatic presentation are not fully realized in the footage. The overall mood and mythic grandeur described in the prompt are only partially conveyed, resulting in a moderate alignment between text and video.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details on the centipede and surrounding vegetation. Lighting and color rendering are generally consistent, and there are no obvious artifacts or distortions. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. Overall, visual quality is solid but not exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt elements such as a forest floor setting, moss, and a large centipede with distinctive coloration. Yet key aspects—specifically the low-angle tracking movement, the progression of revealing the subject, and the intended mythic atmosphere—are not fully realized. The result is a moderate level of alignment where many descriptive components exist but the dynamic narrative and emotional intensity are underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and environmental interaction for the most part. There are minor inconsistencies in leg articulation and subtle motion cues that slightly detract from realism, but nothing that breaks basic biological plausibility. Overall, physical consistency remains acceptable and coherent with common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.90625,
+ "TA": 2.296875,
+ "MQ": 3.21875,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot through a shadowed ancient forest floor, featuring a massive centipede with a striking red/black coloration and a predatory stance. While the visuals capture several elements of the scene (forest floor, moss, lighting), the central subject and its dramatic presentation are not fully realized in the footage. The overall mood and mythic grandeur described in the prompt are only partially conveyed, resulting in a moderate alignment between text and video.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details on the centipede and surrounding vegetation. Lighting and color rendering are generally consistent, and there are no obvious artifacts or distortions. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. Overall, visual quality is solid but not exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt elements such as a forest floor setting, moss, and a large centipede with distinctive coloration. Yet key aspects—specifically the low-angle tracking movement, the progression of revealing the subject, and the intended mythic atmosphere—are not fully realized. The result is a moderate level of alignment where many descriptive components exist but the dynamic narrative and emotional intensity are underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and environmental interaction for the most part. There are minor inconsistencies in leg articulation and subtle motion cues that slightly detract from realism, but nothing that breaks basic biological plausibility. Overall, physical consistency remains acceptable and coherent with common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_6/index_tensor([1351, 1351])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_6/index_tensor([1351, 1351])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4ceb8427aafaafb30a693b22aa76826cea196dc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_6/index_tensor([1351, 1351])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up, filmed from a very low angle, focuses on a patch of damp, black earth covered in rotting leaves. The ground suddenly arches upward and cracks violently. Then, with unstoppable force, a human skull, smeared with moist black mud and entangled with tiny plant roots, bursts forth, sending clods of mud and dead leaves scattering in all directions. As the mud-covered skull fully emerges and remains still, its sunken eye sockets empty, only a few yellowed teeth exposed amidst the chaos, the camera begins a steady and smooth pull-back. As the camera pulls back, a wider scene is gradually revealed: a gloomy forest shrouded in hazy moonlight. Tall, twisted trees cast long, dancing shadows, and the ground is littered with more bones and dilapidated tombstones. The cold moonlight is the only light source, which sharply outlines the slippery contours of the skull and forms high-contrast light and shadow on the soil. The main colors of the entire picture are gloomy blue-black and dark brown, creating an extremely tense, thrilling and mysterious atmosphere.",
+ "seed": 13211,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot from a very low angle focusing on damp, black earth with rotting leaves. The ground arches upward and cracks violently, followed by a skull emerging with a burst of mud and debris. The skull should show sunken eye sockets, visible teeth, and a gradual reveal of a wider scene with a gloomy forest under hazy moonlight, tall twisted trees, and scattered bones/tombstones. The overall mood is intended to be tense, thrilling, and mysterious with cold moonlight as the primary light source and a color palette of gloomy blues and browns.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the skull remains clearly defined, with atmospheric lighting that supports the mood. There is some depth-of-field blur in the background and minor softness in parts of the frame, but no major distortions or artifacts. The sequence maintains consistent lighting and color grading, contributing to a cohesive look. Overall, Visual Quality is good and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including the extreme close-up, very low angle, and the emergence of a skull with surrounding debris. However, several crucial aspects are not convincingly realized: the ground arching upward and cracking are not clearly depicted, and the full environmental context (gloomy forest, hazy moonlight, tall twisted trees, scattered bones/tombstones) is not consistently established across the sequence. The alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe skull’s emergence and the interaction with mud and debris feel plausible within a fantastical setting, and the lighting/shadows support a coherent spatial sense. Yet the lack of explicit environmental cues and the absence of a clearly defined cause-and-effect sequence reduce the overall common-sense coherence. The result is a moderate level of physical consistency, matching a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 2.796875,
+ "MQ": 3.59375,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot from a very low angle focusing on damp, black earth with rotting leaves. The ground arches upward and cracks violently, followed by a skull emerging with a burst of mud and debris. The skull should show sunken eye sockets, visible teeth, and a gradual reveal of a wider scene with a gloomy forest under hazy moonlight, tall twisted trees, and scattered bones/tombstones. The overall mood is intended to be tense, thrilling, and mysterious with cold moonlight as the primary light source and a color palette of gloomy blues and browns.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the skull remains clearly defined, with atmospheric lighting that supports the mood. There is some depth-of-field blur in the background and minor softness in parts of the frame, but no major distortions or artifacts. The sequence maintains consistent lighting and color grading, contributing to a cohesive look. Overall, Visual Quality is good and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including the extreme close-up, very low angle, and the emergence of a skull with surrounding debris. However, several crucial aspects are not convincingly realized: the ground arching upward and cracking are not clearly depicted, and the full environmental context (gloomy forest, hazy moonlight, tall twisted trees, scattered bones/tombstones) is not consistently established across the sequence. The alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe skull’s emergence and the interaction with mud and debris feel plausible within a fantastical setting, and the lighting/shadows support a coherent spatial sense. Yet the lack of explicit environmental cues and the absence of a clearly defined cause-and-effect sequence reduce the overall common-sense coherence. The result is a moderate level of physical consistency, matching a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, filmed from a very low angle, focuses on a patch of damp, black earth covered in rotting leaves. The ground suddenly arches upward and cracks violently. Then, with unstoppable force, a human skull, smeared with moist black mud and entangled with tiny plant roots, bursts forth, sending clods of mud and dead leaves scattering in all directions. As the mud-covered skull fully emerges and remains still, its sunken eye sockets empty, only a few yellowed teeth exposed amidst the chaos, the camera begins a steady and smooth pull-back. As the camera pulls back, a wider scene is gradually revealed: a gloomy forest shrouded in hazy moonlight. Tall, twisted trees cast long, dancing shadows, and the ground is littered with more bones and dilapidated tombstones. The cold moonlight is the only light source, which sharply outlines the slippery contours of the skull and forms high-contrast light and shadow on the soil. The main colors of the entire picture are gloomy blue-black and dark brown, creating an extremely tense, thrilling and mysterious atmosphere.",
+ "seed": 13212,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_6/index_1351_seed_13212_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 1.96875,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.3125,
+ "avg": 8.296875,
+ "reward_records": [
+ {
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+ "question": "An extreme close-up, filmed from a very low angle, focuses on a patch of damp, black earth covered in rotting leaves. The ground suddenly arches upward and cracks violently. Then, with unstoppable force, a human skull, smeared with moist black mud and entangled with tiny plant roots, bursts forth, sending clods of mud and dead leaves scattering in all directions. As the mud-covered skull fully emerges and remains still, its sunken eye sockets empty, only a few yellowed teeth exposed amidst the chaos, the camera begins a steady and smooth pull-back. As the camera pulls back, a wider scene is gradually revealed: a gloomy forest shrouded in hazy moonlight. Tall, twisted trees cast long, dancing shadows, and the ground is littered with more bones and dilapidated tombstones. The cold moonlight is the only light source, which sharply outlines the slippery contours of the skull and forms high-contrast light and shadow on the soil. The main colors of the entire picture are gloomy blue-black and dark brown, creating an extremely tense, thrilling and mysterious atmosphere.",
+ "token_credit_reward": 8.3125,
+ "selected_reward": 8.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot from a very low angle focusing on damp, black earth with rotting leaves. The ground arches upward and cracks violently, followed by a skull emerging with moist black mud and plant roots, culminating in a pull-back to reveal a gloomy forest under moonlight with tall, twisted trees and scattered bones/tombstones. The intended mood is tense, thrilling, and mysterious, with a color palette dominated by gloomy blues and browns.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The skull is clearly rendered with good detail, and the lighting creates a moody atmosphere. The resolution is adequate and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, giving a somewhat choppy impression. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt—close-up framing, low-angle perspective, a skull with mud and plant material, and a gloomy forest setting with moonlit lighting. However, key dynamic moments described in the prompt are not realized: there is no evident ground arching, cracking, or explosive emergence, and the pull-back progression is not clearly depicted. Alignment is moderate (3/5).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible spatial relationships and consistent lighting, with the skull appearing naturally embedded in the ground and vegetation interacting plausibly with the surface. There are no obvious physical contradictions. The lack of kinetic action does not introduce inconsistencies; it simply reduces narrative impact. Overall, Physical/Common-sense Consistency is moderate (3/5).\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 1.96875,
+ "MQ": 3.0,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot from a very low angle focusing on damp, black earth with rotting leaves. The ground arches upward and cracks violently, followed by a skull emerging with moist black mud and plant roots, culminating in a pull-back to reveal a gloomy forest under moonlight with tall, twisted trees and scattered bones/tombstones. The intended mood is tense, thrilling, and mysterious, with a color palette dominated by gloomy blues and browns.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The skull is clearly rendered with good detail, and the lighting creates a moody atmosphere. The resolution is adequate and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, giving a somewhat choppy impression. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt—close-up framing, low-angle perspective, a skull with mud and plant material, and a gloomy forest setting with moonlit lighting. However, key dynamic moments described in the prompt are not realized: there is no evident ground arching, cracking, or explosive emergence, and the pull-back progression is not clearly depicted. Alignment is moderate (3/5).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible spatial relationships and consistent lighting, with the skull appearing naturally embedded in the ground and vegetation interacting plausibly with the surface. There are no obvious physical contradictions. The lack of kinetic action does not introduce inconsistencies; it simply reduces narrative impact. Overall, Physical/Common-sense Consistency is moderate (3/5).\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 13213,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_6/index_1351_seed_13213_dp_13_rank_26_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.234375,
+ "video_score2_ta": 2.59375,
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+ "video_score2_overall": 9.4375,
+ "avg": 9.46875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up sequence where a skull emerges from damp earth amid a forest setting, with a pull-back revealing more of the scene. In practice, the video presents a gloomy forest mood and a skull with some surrounding debris, but several key moments from the prompt are not realized. The ground does not arch upward or crack dramatically, the skull does not burst through the surface, and there is no evident camera pull-back or wide reveal as described. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe visuals are solid overall. Resolution and detail are good, with clear rendering of the skull and surrounding elements. There is some atmospheric haze that contributes to mood but slightly reduces sharpness, and a few frames show mild softness. Lighting remains consistent across shots, and color grading supports a moody blue-black palette. No major artifacts or distortions are evident, and frame-to-frame transitions are smooth. Overall, Visual Quality is strong with minor imperfections.\n\nText-to-Video Alignment Analysis:\nCompared to the prompt, several core events are missing or underdeveloped. The ground does not arch upward or crack, and the skull does not emerge through the surface with dramatic action. The camera movement does not include a pull-back or wide reveal as described. The forest setting and hazy lighting are present, and the skull with leaves is visible, but the dynamic sequence and specific transformations are not realized. Overall, alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains coherent spatial relationships and plausible lighting within the forest setting. The skull’s placement among leaves and debris reads as believable, and there are no obvious physical contradictions. Some minor inconsistencies in motion cues or interaction details may exist, but they do not undermine overall coherence. Overall, Physical Consistency is acceptable.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.234375,
+ "TA": 2.59375,
+ "MQ": 3.640625,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up sequence where a skull emerges from damp earth amid a forest setting, with a pull-back revealing more of the scene. In practice, the video presents a gloomy forest mood and a skull with some surrounding debris, but several key moments from the prompt are not realized. The ground does not arch upward or crack dramatically, the skull does not burst through the surface, and there is no evident camera pull-back or wide reveal as described. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe visuals are solid overall. Resolution and detail are good, with clear rendering of the skull and surrounding elements. There is some atmospheric haze that contributes to mood but slightly reduces sharpness, and a few frames show mild softness. Lighting remains consistent across shots, and color grading supports a moody blue-black palette. No major artifacts or distortions are evident, and frame-to-frame transitions are smooth. Overall, Visual Quality is strong with minor imperfections.\n\nText-to-Video Alignment Analysis:\nCompared to the prompt, several core events are missing or underdeveloped. The ground does not arch upward or crack, and the skull does not emerge through the surface with dramatic action. The camera movement does not include a pull-back or wide reveal as described. The forest setting and hazy lighting are present, and the skull with leaves is visible, but the dynamic sequence and specific transformations are not realized. Overall, alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains coherent spatial relationships and plausible lighting within the forest setting. The skull’s placement among leaves and debris reads as believable, and there are no obvious physical contradictions. Some minor inconsistencies in motion cues or interaction details may exist, but they do not undermine overall coherence. Overall, Physical Consistency is acceptable.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, filmed from a very low angle, focuses on a patch of damp, black earth covered in rotting leaves. The ground suddenly arches upward and cracks violently. Then, with unstoppable force, a human skull, smeared with moist black mud and entangled with tiny plant roots, bursts forth, sending clods of mud and dead leaves scattering in all directions. As the mud-covered skull fully emerges and remains still, its sunken eye sockets empty, only a few yellowed teeth exposed amidst the chaos, the camera begins a steady and smooth pull-back. As the camera pulls back, a wider scene is gradually revealed: a gloomy forest shrouded in hazy moonlight. Tall, twisted trees cast long, dancing shadows, and the ground is littered with more bones and dilapidated tombstones. The cold moonlight is the only light source, which sharply outlines the slippery contours of the skull and forms high-contrast light and shadow on the soil. The main colors of the entire picture are gloomy blue-black and dark brown, creating an extremely tense, thrilling and mysterious atmosphere.",
+ "seed": 13214,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_6/index_1351_seed_13214_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 2.203125,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.5,
+ "avg": 8.5,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, filmed from a very low angle, focuses on a patch of damp, black earth covered in rotting leaves. The ground suddenly arches upward and cracks violently. Then, with unstoppable force, a human skull, smeared with moist black mud and entangled with tiny plant roots, bursts forth, sending clods of mud and dead leaves scattering in all directions. As the mud-covered skull fully emerges and remains still, its sunken eye sockets empty, only a few yellowed teeth exposed amidst the chaos, the camera begins a steady and smooth pull-back. As the camera pulls back, a wider scene is gradually revealed: a gloomy forest shrouded in hazy moonlight. Tall, twisted trees cast long, dancing shadows, and the ground is littered with more bones and dilapidated tombstones. The cold moonlight is the only light source, which sharply outlines the slippery contours of the skull and forms high-contrast light and shadow on the soil. The main colors of the entire picture are gloomy blue-black and dark brown, creating an extremely tense, thrilling and mysterious atmosphere.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up sequence where a skull emerges from damp earth amid a forest setting with dramatic lighting and atmospheric effects. The narrative elements include a sudden arching of the ground, a violent crack, the skull breaking through with mud and debris, the skull emerging and remaining still with sunken eyes and visible teeth, a steady pull-back, and a reveal of a wider scene with multiple bones and tombstones under moonlit conditions. In practice, the video presents a gloomy forest mood and a skull that appears later, but several key dynamic events described in the prompt are not realized. Overall, the alignment with the prompt is moderate rather than complete.\n\nVisual Quality Analysis:\nThe visuals are coherent and atmospheric, with moody lighting and convincing environmental details (forest, fog, tombstones). However, the sequence lacks the dramatic kinetic energy and explicit effects promised by the prompt, resulting in a moderate level of visual impact. The imagery is technically competent and cohesive, but it does not deliver the intended explosive emergence or rapid camera movement.\n\nText-to-Video Alignment Analysis:\nThe video captures some prompt elements—close-up framing, a skull appearing later, and a gloomy forest ambiance—but misses critical moments such as the ground arching, the skull breaking through with mud and debris, and the full dynamic progression described. The overall alignment is moderate, reflecting partial fulfillment of the prompt while preserving the core mood.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and consistent lighting, with no obvious physical contradictions. The absence of the dramatic transformation and kinetic action reduces the perceived realism, but there are no glaring inconsistencies in the environment or object interactions. Overall, physical/common-sense consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 2.203125,
+ "MQ": 3.015625,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up sequence where a skull emerges from damp earth amid a forest setting with dramatic lighting and atmospheric effects. The narrative elements include a sudden arching of the ground, a violent crack, the skull breaking through with mud and debris, the skull emerging and remaining still with sunken eyes and visible teeth, a steady pull-back, and a reveal of a wider scene with multiple bones and tombstones under moonlit conditions. In practice, the video presents a gloomy forest mood and a skull that appears later, but several key dynamic events described in the prompt are not realized. Overall, the alignment with the prompt is moderate rather than complete.\n\nVisual Quality Analysis:\nThe visuals are coherent and atmospheric, with moody lighting and convincing environmental details (forest, fog, tombstones). However, the sequence lacks the dramatic kinetic energy and explicit effects promised by the prompt, resulting in a moderate level of visual impact. The imagery is technically competent and cohesive, but it does not deliver the intended explosive emergence or rapid camera movement.\n\nText-to-Video Alignment Analysis:\nThe video captures some prompt elements—close-up framing, a skull appearing later, and a gloomy forest ambiance—but misses critical moments such as the ground arching, the skull breaking through with mud and debris, and the full dynamic progression described. The overall alignment is moderate, reflecting partial fulfillment of the prompt while preserving the core mood.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and consistent lighting, with no obvious physical contradictions. The absence of the dramatic transformation and kinetic action reduces the perceived realism, but there are no glaring inconsistencies in the environment or object interactions. Overall, physical/common-sense consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_7/index_tensor([2830, 2830])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_7/index_tensor([2830, 2830])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3abb3a3689d1163f5bcef5653ca00c20ce6761df
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_7/index_tensor([2830, 2830])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 20826,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_7/index_2830_seed_20826_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.84375,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.375,
+ "avg": 9.359375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, slowly and steadily pulls back to reveal a dreamlike scene: Deep within a misty bamboo forest, a woman with nine enormous, fluffy, snow-white fox tails dances gracefully. Her long, raven-black hair, pinned with a simple wooden hairpin, adorns a flowing white silk dress, its hem and wide cuffs swaying like water with her movements. Cool moonlight filters through the gaps in the towering bamboo, casting dappled shadows on her delicate, serene features, illuminating her focused, yet slightly melancholic gaze. Her bare feet, lightly treading the soft moss and fallen leaves, each spin and lift of her arms is fluid and rhythmic, causing the nine fox tails behind her to sway gracefully like clouds of mist. Thousands of fireflies emitting soft green light were attracted by her dance, forming a constantly swirling and flickering halo around her. These flowing light spots were intertwined with the white mist slowly spreading on the ground and the silvery moonlight scattered among the bamboo leaves, creating an extremely tranquil, mysterious and poetic atmosphere full of oriental classical charm.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dreamlike scene set deep within a misty bamboo forest featuring a woman with nine enormous, fluffy, snow-white fox tails dancing gracefully. The description emphasizes long raven-black hair with a simple wooden hairpin, flowing white silk dress, bare feet, and a serene, slightly melancholic expression as she moves through moonlit bamboo with fireflies and white mist, creating an extremely tranquil, mysterious, and poetic atmosphere with an oriental classical feel.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur that reduce sharpness. The misty atmosphere is present and contributes to the mood, though it can obscure fine details. Lighting remains consistent across frames, and the color palette stays cohesive with whites and greens. There are no major distortions or abrupt frame-to-frame changes, and the composition remains stable. The softness is the main limitation, keeping the overall quality at a mid level rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman with long dark hair and a wooden hairpin, wearing a flowing white dress, dancing within a bamboo forest shrouded in mist, with visible bare feet and arm movements that align with the described choreography. The fox-tail motif appears as flowing white appendages behind her, reinforcing the central imagery. Some nuanced aspects such as the exact count of fox tails and the precise motion of each tail are not perfectly realized, but these do not significantly detract from the overall alignment. The scene conveys the intended mood and setting with high fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer's pose and movement read as plausible, and the interaction between the flowing dress and the environment feels coherent. The mist and lighting support the dreamlike ambiance without breaking immersion. However, there are minor inconsistencies in how the fox-tails move relative to the body and in subtle environmental interactions that prevent a higher level of realism. Overall, the video maintains believable dynamics while not achieving perfect physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.84375,
+ "TA": 3.46875,
+ "MQ": 3.046875,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dreamlike scene set deep within a misty bamboo forest featuring a woman with nine enormous, fluffy, snow-white fox tails dancing gracefully. The description emphasizes long raven-black hair with a simple wooden hairpin, flowing white silk dress, bare feet, and a serene, slightly melancholic expression as she moves through moonlit bamboo with fireflies and white mist, creating an extremely tranquil, mysterious, and poetic atmosphere with an oriental classical feel.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur that reduce sharpness. The misty atmosphere is present and contributes to the mood, though it can obscure fine details. Lighting remains consistent across frames, and the color palette stays cohesive with whites and greens. There are no major distortions or abrupt frame-to-frame changes, and the composition remains stable. The softness is the main limitation, keeping the overall quality at a mid level rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman with long dark hair and a wooden hairpin, wearing a flowing white dress, dancing within a bamboo forest shrouded in mist, with visible bare feet and arm movements that align with the described choreography. The fox-tail motif appears as flowing white appendages behind her, reinforcing the central imagery. Some nuanced aspects such as the exact count of fox tails and the precise motion of each tail are not perfectly realized, but these do not significantly detract from the overall alignment. The scene conveys the intended mood and setting with high fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer's pose and movement read as plausible, and the interaction between the flowing dress and the environment feels coherent. The mist and lighting support the dreamlike ambiance without breaking immersion. However, there are minor inconsistencies in how the fox-tails move relative to the body and in subtle environmental interactions that prevent a higher level of realism. Overall, the video maintains believable dynamics while not achieving perfect physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily pulls back to reveal a dreamlike scene: Deep within a misty bamboo forest, a woman with nine enormous, fluffy, snow-white fox tails dances gracefully. Her long, raven-black hair, pinned with a simple wooden hairpin, adorns a flowing white silk dress, its hem and wide cuffs swaying like water with her movements. Cool moonlight filters through the gaps in the towering bamboo, casting dappled shadows on her delicate, serene features, illuminating her focused, yet slightly melancholic gaze. Her bare feet, lightly treading the soft moss and fallen leaves, each spin and lift of her arms is fluid and rhythmic, causing the nine fox tails behind her to sway gracefully like clouds of mist. Thousands of fireflies emitting soft green light were attracted by her dance, forming a constantly swirling and flickering halo around her. These flowing light spots were intertwined with the white mist slowly spreading on the ground and the silvery moonlight scattered among the bamboo leaves, creating an extremely tranquil, mysterious and poetic atmosphere full of oriental classical charm.",
+ "seed": 20827,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_7/index_2830_seed_20827_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": 2.96875,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.5,
+ "avg": 9.53125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, slowly and steadily pulls back to reveal a dreamlike scene: Deep within a misty bamboo forest, a woman with nine enormous, fluffy, snow-white fox tails dances gracefully. Her long, raven-black hair, pinned with a simple wooden hairpin, adorns a flowing white silk dress, its hem and wide cuffs swaying like water with her movements. Cool moonlight filters through the gaps in the towering bamboo, casting dappled shadows on her delicate, serene features, illuminating her focused, yet slightly melancholic gaze. Her bare feet, lightly treading the soft moss and fallen leaves, each spin and lift of her arms is fluid and rhythmic, causing the nine fox tails behind her to sway gracefully like clouds of mist. Thousands of fireflies emitting soft green light were attracted by her dance, forming a constantly swirling and flickering halo around her. These flowing light spots were intertwined with the white mist slowly spreading on the ground and the silvery moonlight scattered among the bamboo leaves, creating an extremely tranquil, mysterious and poetic atmosphere full of oriental classical charm.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle that gradually reveals a dreamlike scene in a misty bamboo forest. The key elements include a woman with nine enormous, fluffy, snow-white fox tails dancing gracefully; long, raven-black hair with a simple wooden hairpin; a flowing white silk dress with hem and wide cuffs swaying like water; cool moonlight filtering through the bamboo gaps; dappled shadows on the face; bare feet treading softly on moss and fallen leaves; arm movements that are fluid and rhythmic; the fox tails swaying like clouds of mist; thousands of fireflies emitting soft green light forming a swirling halo; flowing light spots intertwined with white mist and silvery moonlight; an extremely tranquil, mysterious, and poetic atmosphere with oriental classical charm.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur, especially in the background and around fine details. The misty atmosphere contributes to a dreamy look, yet it also reduces sharpness. The motion appears smooth across frames, and there are no obvious distortions or artifacts. Lighting remains consistent, with a gentle ethereal glow from the fireflies and moonlight. In sum, the visuals convey mood effectively but lack crisp detail due to the soft focus.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman with long dark hair and a white flowing dress, dancing in a misty bamboo setting with visible fox-tails and a graceful pose. The upward camera angle and the gradual reveal align with the described framing. The presence of fireflies and the atmospheric lighting support the dreamlike, tranquil vibe. Some nuanced aspects—such as precise tail dynamics and exact hairpin visibility—are not perfectly resolved, but they do not significantly detract from the overall alignment. Overall, the video closely follows the prompt with minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer’s pose and movement feel plausible, and the fox-tails respond to motion in a believable manner. The environment—mist, bamboo, and lighting—reads coherently, and the interaction between elements remains believable. A few subtle inconsistencies exist (e.g., slight mismatches in shadow direction or tail motion timing), but they do not break the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.484375,
+ "MQ": 3.078125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle that gradually reveals a dreamlike scene in a misty bamboo forest. The key elements include a woman with nine enormous, fluffy, snow-white fox tails dancing gracefully; long, raven-black hair with a simple wooden hairpin; a flowing white silk dress with hem and wide cuffs swaying like water; cool moonlight filtering through the bamboo gaps; dappled shadows on the face; bare feet treading softly on moss and fallen leaves; arm movements that are fluid and rhythmic; the fox tails swaying like clouds of mist; thousands of fireflies emitting soft green light forming a swirling halo; flowing light spots intertwined with white mist and silvery moonlight; an extremely tranquil, mysterious, and poetic atmosphere with oriental classical charm.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur, especially in the background and around fine details. The misty atmosphere contributes to a dreamy look, yet it also reduces sharpness. The motion appears smooth across frames, and there are no obvious distortions or artifacts. Lighting remains consistent, with a gentle ethereal glow from the fireflies and moonlight. In sum, the visuals convey mood effectively but lack crisp detail due to the soft focus.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman with long dark hair and a white flowing dress, dancing in a misty bamboo setting with visible fox-tails and a graceful pose. The upward camera angle and the gradual reveal align with the described framing. The presence of fireflies and the atmospheric lighting support the dreamlike, tranquil vibe. Some nuanced aspects—such as precise tail dynamics and exact hairpin visibility—are not perfectly resolved, but they do not significantly detract from the overall alignment. Overall, the video closely follows the prompt with minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer’s pose and movement feel plausible, and the fox-tails respond to motion in a believable manner. The environment—mist, bamboo, and lighting—reads coherently, and the interaction between elements remains believable. A few subtle inconsistencies exist (e.g., slight mismatches in shadow direction or tail motion timing), but they do not break the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 20828,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_7/index_2830_seed_20828_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 3.40625,
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+ "video_score2_overall": 8.5625,
+ "avg": 8.53125,
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+ "question": "medium shot, shot from a slightly upward angle, slowly and steadily pulls back to reveal a dreamlike scene: Deep within a misty bamboo forest, a woman with nine enormous, fluffy, snow-white fox tails dances gracefully. Her long, raven-black hair, pinned with a simple wooden hairpin, adorns a flowing white silk dress, its hem and wide cuffs swaying like water with her movements. Cool moonlight filters through the gaps in the towering bamboo, casting dappled shadows on her delicate, serene features, illuminating her focused, yet slightly melancholic gaze. Her bare feet, lightly treading the soft moss and fallen leaves, each spin and lift of her arms is fluid and rhythmic, causing the nine fox tails behind her to sway gracefully like clouds of mist. Thousands of fireflies emitting soft green light were attracted by her dance, forming a constantly swirling and flickering halo around her. These flowing light spots were intertwined with the white mist slowly spreading on the ground and the silvery moonlight scattered among the bamboo leaves, creating an extremely tranquil, mysterious and poetic atmosphere full of oriental classical charm.",
+ "token_credit_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dreamlike scene set in a misty bamboo forest featuring a woman with nine enormous, fluffy, snow-white fox tails dancing gracefully. The description emphasizes long raven-black hair with a simple wooden hairpin, a flowing white silk dress, bare feet, and a tranquil, mysterious atmosphere with fireflies and moonlight.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some motion blur, especially during movement of the fox tails. The misty background contributes to the atmosphere but also reduces sharpness. Lighting remains consistent with a cool, ethereal mood, and color grading supports the dreamlike aesthetic. There are no major distortions or abrupt frame changes, and the composition stays coherent throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman with long dark hair and a wooden hairpin, wearing a flowing white dress, dancing among multiple white foxes in a misty bamboo setting with visible fireflies. The core narrative and visual motifs align well with the description. Some nuanced details such as exact tail count and precise footwork are not perfectly verifiable from the frames, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, and the foxes appear integrated into the environment. However, there are occasional minor inconsistencies in how the characters move and interact with the surroundings, which prevents a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.265625,
+ "TA": 3.40625,
+ "MQ": 2.859375,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dreamlike scene set in a misty bamboo forest featuring a woman with nine enormous, fluffy, snow-white fox tails dancing gracefully. The description emphasizes long raven-black hair with a simple wooden hairpin, a flowing white silk dress, bare feet, and a tranquil, mysterious atmosphere with fireflies and moonlight.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some motion blur, especially during movement of the fox tails. The misty background contributes to the atmosphere but also reduces sharpness. Lighting remains consistent with a cool, ethereal mood, and color grading supports the dreamlike aesthetic. There are no major distortions or abrupt frame changes, and the composition stays coherent throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman with long dark hair and a wooden hairpin, wearing a flowing white dress, dancing among multiple white foxes in a misty bamboo setting with visible fireflies. The core narrative and visual motifs align well with the description. Some nuanced details such as exact tail count and precise footwork are not perfectly verifiable from the frames, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, and the foxes appear integrated into the environment. However, there are occasional minor inconsistencies in how the characters move and interact with the surroundings, which prevents a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily pulls back to reveal a dreamlike scene: Deep within a misty bamboo forest, a woman with nine enormous, fluffy, snow-white fox tails dances gracefully. Her long, raven-black hair, pinned with a simple wooden hairpin, adorns a flowing white silk dress, its hem and wide cuffs swaying like water with her movements. Cool moonlight filters through the gaps in the towering bamboo, casting dappled shadows on her delicate, serene features, illuminating her focused, yet slightly melancholic gaze. Her bare feet, lightly treading the soft moss and fallen leaves, each spin and lift of her arms is fluid and rhythmic, causing the nine fox tails behind her to sway gracefully like clouds of mist. Thousands of fireflies emitting soft green light were attracted by her dance, forming a constantly swirling and flickering halo around her. These flowing light spots were intertwined with the white mist slowly spreading on the ground and the silvery moonlight scattered among the bamboo leaves, creating an extremely tranquil, mysterious and poetic atmosphere full of oriental classical charm.",
+ "seed": 20829,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_7/index_2830_seed_20829_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.75,
+ "avg": 9.78125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, slowly and steadily pulls back to reveal a dreamlike scene: Deep within a misty bamboo forest, a woman with nine enormous, fluffy, snow-white fox tails dances gracefully. Her long, raven-black hair, pinned with a simple wooden hairpin, adorns a flowing white silk dress, its hem and wide cuffs swaying like water with her movements. Cool moonlight filters through the gaps in the towering bamboo, casting dappled shadows on her delicate, serene features, illuminating her focused, yet slightly melancholic gaze. Her bare feet, lightly treading the soft moss and fallen leaves, each spin and lift of her arms is fluid and rhythmic, causing the nine fox tails behind her to sway gracefully like clouds of mist. Thousands of fireflies emitting soft green light were attracted by her dance, forming a constantly swirling and flickering halo around her. These flowing light spots were intertwined with the white mist slowly spreading on the ground and the silvery moonlight scattered among the bamboo leaves, creating an extremely tranquil, mysterious and poetic atmosphere full of oriental classical charm.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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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 dreamlike scene set deep within a misty bamboo forest featuring a woman with nine enormous, fluffy, snow-white fox tails dancing gracefully. The description emphasizes long raven-black hair with a simple wooden hairpin, flowing white silk dress, bare feet, and a tranquil, mysterious atmosphere with fireflies and ethereal lighting.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur that reduce sharpness. The dreamy, ethereal look is intentional and contributes to the mood, though it comes at the cost of fine detail. The motion appears smooth across the sequence, and there are no obvious distortions or artifacts beyond the general softness. Lighting remains consistent with a misty ambiance, supporting the overall aesthetic without introducing major inconsistencies.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman with long dark hair, a flowing white dress, dancing motion, and a misty bamboo setting with a dreamlike atmosphere. The presence of fireflies and the soft green illumination aligns with the prompt’s ambiance. Some specifics—such as the exact number of fox tails and precise tail dynamics—are not perfectly realized, but these deviations do not significantly detract from the overall alignment. The scene maintains coherence between description and visuals, with only minor deviations in fine-grained details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer’s pose and movement feel plausible, and the interaction with the environment (moss, leaves, mist) reads as believable. However, certain elements such as the fox-tail arrangement and their dynamic behavior introduce slight departures from strict physical realism, which is acceptable within a dreamlike fantasy context. Overall, the scene preserves a coherent sense of space and motion while embracing artistic interpretation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0,
+ "TA": 3.703125,
+ "MQ": 3.078125,
+ "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 dreamlike scene set deep within a misty bamboo forest featuring a woman with nine enormous, fluffy, snow-white fox tails dancing gracefully. The description emphasizes long raven-black hair with a simple wooden hairpin, flowing white silk dress, bare feet, and a tranquil, mysterious atmosphere with fireflies and ethereal lighting.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur that reduce sharpness. The dreamy, ethereal look is intentional and contributes to the mood, though it comes at the cost of fine detail. The motion appears smooth across the sequence, and there are no obvious distortions or artifacts beyond the general softness. Lighting remains consistent with a misty ambiance, supporting the overall aesthetic without introducing major inconsistencies.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman with long dark hair, a flowing white dress, dancing motion, and a misty bamboo setting with a dreamlike atmosphere. The presence of fireflies and the soft green illumination aligns with the prompt’s ambiance. Some specifics—such as the exact number of fox tails and precise tail dynamics—are not perfectly realized, but these deviations do not significantly detract from the overall alignment. The scene maintains coherence between description and visuals, with only minor deviations in fine-grained details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer’s pose and movement feel plausible, and the interaction with the environment (moss, leaves, mist) reads as believable. However, certain elements such as the fox-tail arrangement and their dynamic behavior introduce slight departures from strict physical realism, which is acceptable within a dreamlike fantasy context. Overall, the scene preserves a coherent sense of space and motion while embracing artistic interpretation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_8/index_tensor([5602, 5602])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_8/index_tensor([5602, 5602])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fd2c4719bfc0297dcdbbb70072f9256f38ace5c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_8/index_tensor([5602, 5602])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "fluid, low-angle, tracking shot captures a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. Dressed in a simple white cotton T-shirt and light khaki slacks, she rides a vintage mint-green bicycle, pedaling rhythmically as the bike glides smoothly forward. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. As she pedals, the swaying shadows of the bamboo, like flowing ink marks, quickly pass over, interweave, and separate across her pristine white T-shirt, her bare arms, and the leaf-covered path beneath her feet, creating a visual effect rich in rhythm and vitality. The tones of the entire scene are warm and vibrant. The dynamic changes of light and shadow combined with the steady riding rhythm create an extremely peaceful, healing and poetic summer afternoon atmosphere.",
+ "seed": 18217,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_8/index_5602_seed_18217_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 3.34375,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.75,
+ "avg": 9.78125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "fluid, low-angle, tracking shot captures a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. Dressed in a simple white cotton T-shirt and light khaki slacks, she rides a vintage mint-green bicycle, pedaling rhythmically as the bike glides smoothly forward. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. As she pedals, the swaying shadows of the bamboo, like flowing ink marks, quickly pass over, interweave, and separate across her pristine white T-shirt, her bare arms, and the leaf-covered path beneath her feet, creating a visual effect rich in rhythm and vitality. The tones of the entire scene are warm and vibrant. The dynamic changes of light and shadow combined with the steady riding rhythm create an extremely peaceful, healing and poetic summer afternoon atmosphere.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid, low-angle, tracking shot featuring a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. She wears a simple white cotton T-shirt and light khaki slacks, riding a vintage mint-green bicycle while pedaling rhythmically. Bright afternoon sunlight filters through the dense foliage, casting a shifting, dappled, and dancing light on the ground and her body. The scene conveys a tranquil, poetic summer afternoon atmosphere with warm tones and dynamic light and shadow changes.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional softness and minor compression artifacts that prevent a higher rating. The sequence remains stable with no major distortions, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman on a bicycle, moving along a dirt path through a bamboo forest, wearing a white T-shirt and light pants, with a relaxed expression and gentle hair movement. The low-angle tracking feel is present. Some nuanced aspects such as exact pedaling cadence or the precise dappled light dynamics are not perfectly matched, but the main components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with coherent motion and interactions. However, there are minor inconsistencies in lighting/shadow behavior and subtle timing cues that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.171875,
+ "TA": 3.34375,
+ "MQ": 3.265625,
+ "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 fluid, low-angle, tracking shot featuring a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. She wears a simple white cotton T-shirt and light khaki slacks, riding a vintage mint-green bicycle while pedaling rhythmically. Bright afternoon sunlight filters through the dense foliage, casting a shifting, dappled, and dancing light on the ground and her body. The scene conveys a tranquil, poetic summer afternoon atmosphere with warm tones and dynamic light and shadow changes.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional softness and minor compression artifacts that prevent a higher rating. The sequence remains stable with no major distortions, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman on a bicycle, moving along a dirt path through a bamboo forest, wearing a white T-shirt and light pants, with a relaxed expression and gentle hair movement. The low-angle tracking feel is present. Some nuanced aspects such as exact pedaling cadence or the precise dappled light dynamics are not perfectly matched, but the main components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with coherent motion and interactions. However, there are minor inconsistencies in lighting/shadow behavior and subtle timing cues that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "fluid, low-angle, tracking shot captures a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. Dressed in a simple white cotton T-shirt and light khaki slacks, she rides a vintage mint-green bicycle, pedaling rhythmically as the bike glides smoothly forward. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. As she pedals, the swaying shadows of the bamboo, like flowing ink marks, quickly pass over, interweave, and separate across her pristine white T-shirt, her bare arms, and the leaf-covered path beneath her feet, creating a visual effect rich in rhythm and vitality. The tones of the entire scene are warm and vibrant. The dynamic changes of light and shadow combined with the steady riding rhythm create an extremely peaceful, healing and poetic summer afternoon atmosphere.",
+ "seed": 18218,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_8/index_5602_seed_18218_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 9.625,
+ "avg": 9.65625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "fluid, low-angle, tracking shot captures a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. Dressed in a simple white cotton T-shirt and light khaki slacks, she rides a vintage mint-green bicycle, pedaling rhythmically as the bike glides smoothly forward. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. As she pedals, the swaying shadows of the bamboo, like flowing ink marks, quickly pass over, interweave, and separate across her pristine white T-shirt, her bare arms, and the leaf-covered path beneath her feet, creating a visual effect rich in rhythm and vitality. The tones of the entire scene are warm and vibrant. The dynamic changes of light and shadow combined with the steady riding rhythm create an extremely peaceful, healing and poetic summer afternoon atmosphere.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid, low-angle, tracking shot of a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. She wears a simple white cotton T-shirt and light khaki slacks, riding a vintage mint-green bicycle, pedaling as the bike glides forward. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. The scene conveys a tranquil, poetic summer afternoon atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable softness and some blur that reduce sharpness, particularly in the background foliage. The motion appears smooth and the sequence remains coherent, with no major distortions or artifacts. The result is acceptable but not high-fidelity; the softness slightly limits perceived detail while preserving a pleasant, cinematic feel.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman on a bicycle, moving along a dirt path through a bamboo forest, wearing a white T-shirt and light-colored pants, with a relaxed expression and gentle hair movement. The low-angle tracking feel is present, and the scene includes the expected lighting dynamics. A minor discrepancy is that the hair is loose rather than tied back, which is a small deviation from the prompt. Despite this, the overall composition, mood, and progression closely reflect the described scenario.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the rider’s posture, the bicycle’s geometry, and the interaction with the path are believable, and lighting/shadow behavior is coherent. However, there are subtle inconsistencies in motion cues and environmental interactions that prevent a higher score; nothing is grossly implausible, but the dynamics could be refined for stronger 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": {
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+ "TA": 3.3125,
+ "MQ": 3.3125,
+ "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 fluid, low-angle, tracking shot of a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. She wears a simple white cotton T-shirt and light khaki slacks, riding a vintage mint-green bicycle, pedaling as the bike glides forward. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. The scene conveys a tranquil, poetic summer afternoon atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable softness and some blur that reduce sharpness, particularly in the background foliage. The motion appears smooth and the sequence remains coherent, with no major distortions or artifacts. The result is acceptable but not high-fidelity; the softness slightly limits perceived detail while preserving a pleasant, cinematic feel.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman on a bicycle, moving along a dirt path through a bamboo forest, wearing a white T-shirt and light-colored pants, with a relaxed expression and gentle hair movement. The low-angle tracking feel is present, and the scene includes the expected lighting dynamics. A minor discrepancy is that the hair is loose rather than tied back, which is a small deviation from the prompt. Despite this, the overall composition, mood, and progression closely reflect the described scenario.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the rider’s posture, the bicycle’s geometry, and the interaction with the path are believable, and lighting/shadow behavior is coherent. However, there are subtle inconsistencies in motion cues and environmental interactions that prevent a higher score; nothing is grossly implausible, but the dynamics could be refined for stronger realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "fluid, low-angle, tracking shot captures a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. Dressed in a simple white cotton T-shirt and light khaki slacks, she rides a vintage mint-green bicycle, pedaling rhythmically as the bike glides smoothly forward. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. As she pedals, the swaying shadows of the bamboo, like flowing ink marks, quickly pass over, interweave, and separate across her pristine white T-shirt, her bare arms, and the leaf-covered path beneath her feet, creating a visual effect rich in rhythm and vitality. The tones of the entire scene are warm and vibrant. The dynamic changes of light and shadow combined with the steady riding rhythm create an extremely peaceful, healing and poetic summer afternoon atmosphere.",
+ "seed": 18219,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_8/index_5602_seed_18219_dp_17_rank_34_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.359375,
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+ "video_score2_overall": 9.75,
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+ "question": "fluid, low-angle, tracking shot captures a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. Dressed in a simple white cotton T-shirt and light khaki slacks, she rides a vintage mint-green bicycle, pedaling rhythmically as the bike glides smoothly forward. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. As she pedals, the swaying shadows of the bamboo, like flowing ink marks, quickly pass over, interweave, and separate across her pristine white T-shirt, her bare arms, and the leaf-covered path beneath her feet, creating a visual effect rich in rhythm and vitality. The tones of the entire scene are warm and vibrant. The dynamic changes of light and shadow combined with the steady riding rhythm create an extremely peaceful, healing and poetic summer afternoon atmosphere.",
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+ "selected_reward": 9.75,
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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 fluid, low-angle, tracking shot of a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. She wears a simple white cotton T-shirt and light khaki slacks, riding a vintage mint-green bicycle while pedaling rhythmically. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. The scene conveys a tranquil, poetic summer afternoon atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. The motion remains reasonably smooth, though not exceptionally sharp, and color grading is generally pleasant but not particularly vivid. No major distortions or artifacts are evident, and the sequence maintains coherence across frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman on a bicycle, moving along a dirt path through a bamboo forest, with a relaxed expression and ponytail. Clothing matches the description (white top, light-colored pants), and the bicycle appears vintage and mint-green. The camera work is close to a low-angle tracking shot, and the scene includes the expected lighting and atmosphere. Some fine-grained details, such as exact pedaling dynamics and nuanced lighting nuances, are present but not essential to the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with believable posture and interaction with the bike. However, there are minor inconsistencies in subtle motion cues and lighting interactions that prevent a higher score; no glaring physics violations are observed, but the overall realism is not perfect.\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": 3.09375,
+ "TA": 3.359375,
+ "MQ": 3.28125,
+ "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 fluid, low-angle, tracking shot of a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. She wears a simple white cotton T-shirt and light khaki slacks, riding a vintage mint-green bicycle while pedaling rhythmically. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. The scene conveys a tranquil, poetic summer afternoon atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. The motion remains reasonably smooth, though not exceptionally sharp, and color grading is generally pleasant but not particularly vivid. No major distortions or artifacts are evident, and the sequence maintains coherence across frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman on a bicycle, moving along a dirt path through a bamboo forest, with a relaxed expression and ponytail. Clothing matches the description (white top, light-colored pants), and the bicycle appears vintage and mint-green. The camera work is close to a low-angle tracking shot, and the scene includes the expected lighting and atmosphere. Some fine-grained details, such as exact pedaling dynamics and nuanced lighting nuances, are present but not essential to the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with believable posture and interaction with the bike. However, there are minor inconsistencies in subtle motion cues and lighting interactions that prevent a higher score; no glaring physics violations are observed, but the overall realism is not perfect.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "fluid, low-angle, tracking shot captures a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. Her long, dark hair is tied into a ponytail, swaying gently in the breeze, and a relaxed smile graces her face. Dressed in a simple white cotton T-shirt and light khaki slacks, she rides a vintage mint-green bicycle, pedaling rhythmically as the bike glides smoothly forward. Bright afternoon sunlight filters through the dense foliage between the towering bamboo poles, casting a shifting, dappled, and dancing light on the ground and her body. As she pedals, the swaying shadows of the bamboo, like flowing ink marks, quickly pass over, interweave, and separate across her pristine white T-shirt, her bare arms, and the leaf-covered path beneath her feet, creating a visual effect rich in rhythm and vitality. The tones of the entire scene are warm and vibrant. The dynamic changes of light and shadow combined with the steady riding rhythm create an extremely peaceful, healing and poetic summer afternoon atmosphere.",
+ "seed": 18220,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_8/index_5602_seed_18220_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 3.328125,
+ "video_score2_overall": 10.0625,
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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 fluid, low-angle, tracking shot of a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. She has long dark hair tied into a ponytail, a relaxed smile, and is dressed in a simple white cotton T-shirt and light khaki slacks. She rides a vintage mint-green bicycle, pedaling as the bike glides forward. Bright afternoon sunlight filters through the dense foliage, casting dappled light on the ground and her body. The scene should convey a peaceful, healing summer afternoon atmosphere with dynamic light and shadow changes.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and environment, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains generally natural and consistent, with no major distortions or artifacts, and motion appears smooth across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman on a bicycle, moving through a bamboo forest setting, with a ponytail, relaxed expression, and daytime lighting. The camera work is largely consistent with a tracking/low-angle perspective, though not perfectly flawless in every frame. Some clothing details (light khaki slacks) are not clearly visible due to framing, which slightly limits perfect fidelity. Nevertheless, the main narrative and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible cycling dynamics and coherent environmental interaction, with natural lighting and believable motion. However, there are minor inconsistencies in fine-grained physics cues and shading that prevent a higher score, though nothing severely breaks plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 3.421875,
+ "MQ": 3.328125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid, low-angle, tracking shot of a young woman leisurely cycling along a dirt path winding through a dense, lush bamboo forest. She has long dark hair tied into a ponytail, a relaxed smile, and is dressed in a simple white cotton T-shirt and light khaki slacks. She rides a vintage mint-green bicycle, pedaling as the bike glides forward. Bright afternoon sunlight filters through the dense foliage, casting dappled light on the ground and her body. The scene should convey a peaceful, healing summer afternoon atmosphere with dynamic light and shadow changes.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and environment, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains generally natural and consistent, with no major distortions or artifacts, and motion appears smooth across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman on a bicycle, moving through a bamboo forest setting, with a ponytail, relaxed expression, and daytime lighting. The camera work is largely consistent with a tracking/low-angle perspective, though not perfectly flawless in every frame. Some clothing details (light khaki slacks) are not clearly visible due to framing, which slightly limits perfect fidelity. Nevertheless, the main narrative and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible cycling dynamics and coherent environmental interaction, with natural lighting and believable motion. However, there are minor inconsistencies in fine-grained physics cues and shading that prevent a higher score, though nothing severely breaks plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_9/index_tensor([6138, 6138])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_9/index_tensor([6138, 6138])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3e12424242988d5814654277a9ea64e984f2391
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_9/index_tensor([6138, 6138])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a retro cyberpunk city, a low-angle tracking shot glides steadily along the base of a massive, weathered bronze statue. The entire scene is drenched in a perpetual, shimmering neon rain. Sparkling pink and cyan droplets pierce the dark air and splash onto the damp, black streets, creating a million tiny, fleeting reflections. Suddenly, the camera's steady movement contrasts with a violent event: the pavement at the edge of the statue's base snaps. Cobwebs rip outward with terrifying speed, tearing the ground apart. From these newly formed cracks, a powerful, pulsating blue burst of electrical energy erupts, casting a harsh, cold light that overwhelms the surrounding neon. This powerful blue light pulses with a rhythmic, almost living rhythm, illuminating the grimy, textured surface of the statue's bronze base and the gleaming, rain-slicked streets, creating a dramatic and ominous atmosphere of primal power unleashed at the heart of this decaying metropolis.",
+ "seed": 11409,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_9/index_6138_seed_11409_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 2.421875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.375,
+ "avg": 8.359375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a retro cyberpunk city, a low-angle tracking shot glides steadily along the base of a massive, weathered bronze statue. The entire scene is drenched in a perpetual, shimmering neon rain. Sparkling pink and cyan droplets pierce the dark air and splash onto the damp, black streets, creating a million tiny, fleeting reflections. Suddenly, the camera's steady movement contrasts with a violent event: the pavement at the edge of the statue's base snaps. Cobwebs rip outward with terrifying speed, tearing the ground apart. From these newly formed cracks, a powerful, pulsating blue burst of electrical energy erupts, casting a harsh, cold light that overwhelms the surrounding neon. This powerful blue light pulses with a rhythmic, almost living rhythm, illuminating the grimy, textured surface of the statue's bronze base and the gleaming, rain-slicked streets, creating a dramatic and ominous atmosphere of primal power unleashed at the heart of this decaying metropolis.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a retro cyberpunk city with a low-angle tracking shot along the base of a massive, weathered bronze statue. The scene features perpetual neon rain, sparkly droplets, a sudden pavement crack, cobweb-like rips, and a powerful blue energy burst that pulses with a rhythmic intensity, creating a dramatic and ominous atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable tracking, but there are noticeable artifacts and color grading inconsistencies that prevent a higher rating. The neon lighting and rain effects are present but not consistently polished across all frames, and some textures feel underdeveloped. The sequence remains coherent, but the overall polish is mid-range rather than high-end.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the low-angle tracking, the bronze statue base, and the neon rain, and conveys a cyberpunk mood. However, crucial moments described in the prompt — the dramatic pavement crack, the intense cobweb-like rips, and the pronounced blue energy pulse — are not convincingly realized. The result reflects a moderate level of fidelity to the original vision rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Water dynamics and reflections are plausible, and the tracking motion feels natural. Yet the dramatic transformation events lack convincing physical justification, and some interactions between energy effects and surfaces do not fully adhere to real-world physics. Overall, the scene maintains basic coherence while omitting stronger causal plausibility.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0,
+ "TA": 2.421875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a retro cyberpunk city with a low-angle tracking shot along the base of a massive, weathered bronze statue. The scene features perpetual neon rain, sparkly droplets, a sudden pavement crack, cobweb-like rips, and a powerful blue energy burst that pulses with a rhythmic intensity, creating a dramatic and ominous atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable tracking, but there are noticeable artifacts and color grading inconsistencies that prevent a higher rating. The neon lighting and rain effects are present but not consistently polished across all frames, and some textures feel underdeveloped. The sequence remains coherent, but the overall polish is mid-range rather than high-end.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the low-angle tracking, the bronze statue base, and the neon rain, and conveys a cyberpunk mood. However, crucial moments described in the prompt — the dramatic pavement crack, the intense cobweb-like rips, and the pronounced blue energy pulse — are not convincingly realized. The result reflects a moderate level of fidelity to the original vision rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Water dynamics and reflections are plausible, and the tracking motion feels natural. Yet the dramatic transformation events lack convincing physical justification, and some interactions between energy effects and surfaces do not fully adhere to real-world physics. Overall, the scene maintains basic coherence while omitting stronger causal plausibility.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a retro cyberpunk city with a low-angle tracking shot along the base of a massive, weathered bronze statue. The scene features neon rain, cobweb-like ground cracks, and a powerful blue energy burst that erupts from the base, creating a dramatic and ominous atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent purple/magenta palette with a pronounced stylized look. The resolution is adequate but not high, and there is noticeable softness and some blur, especially in the background. The color grading remains cohesive, and the lighting supports the neon aesthetic. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements such as a low-angle tracking motion, a bronze statue base, and a neon-drenched atmosphere. However, key dramatic moments described in the prompt — the cobweb-like ground cracks and the intense blue energy burst — are not clearly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior within its stylized framework. The tracking motion reads as natural, and the environmental interactions appear coherent given the artistic rendering. The absence of explicit dramatic events does not introduce obvious physical contradictions; overall, physical consistency is acceptable (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.484375,
+ "TA": 1.8359375,
+ "MQ": 2.921875,
+ "Overall": 7.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a retro cyberpunk city with a low-angle tracking shot along the base of a massive, weathered bronze statue. The scene features neon rain, cobweb-like ground cracks, and a powerful blue energy burst that erupts from the base, creating a dramatic and ominous atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent purple/magenta palette with a pronounced stylized look. The resolution is adequate but not high, and there is noticeable softness and some blur, especially in the background. The color grading remains cohesive, and the lighting supports the neon aesthetic. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements such as a low-angle tracking motion, a bronze statue base, and a neon-drenched atmosphere. However, key dramatic moments described in the prompt — the cobweb-like ground cracks and the intense blue energy burst — are not clearly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior within its stylized framework. The tracking motion reads as natural, and the environmental interactions appear coherent given the artistic rendering. The absence of explicit dramatic events does not introduce obvious physical contradictions; overall, physical consistency is acceptable (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a retro cyberpunk city, a low-angle tracking shot glides steadily along the base of a massive, weathered bronze statue. The entire scene is drenched in a perpetual, shimmering neon rain. Sparkling pink and cyan droplets pierce the dark air and splash onto the damp, black streets, creating a million tiny, fleeting reflections. Suddenly, the camera's steady movement contrasts with a violent event: the pavement at the edge of the statue's base snaps. Cobwebs rip outward with terrifying speed, tearing the ground apart. From these newly formed cracks, a powerful, pulsating blue burst of electrical energy erupts, casting a harsh, cold light that overwhelms the surrounding neon. This powerful blue light pulses with a rhythmic, almost living rhythm, illuminating the grimy, textured surface of the statue's bronze base and the gleaming, rain-slicked streets, creating a dramatic and ominous atmosphere of primal power unleashed at the heart of this decaying metropolis.",
+ "seed": 11411,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_9/index_6138_seed_11411_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 2.4375,
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+ "video_score2_overall": 8.5,
+ "avg": 8.46875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "In a retro cyberpunk city, a low-angle tracking shot glides steadily along the base of a massive, weathered bronze statue. The entire scene is drenched in a perpetual, shimmering neon rain. Sparkling pink and cyan droplets pierce the dark air and splash onto the damp, black streets, creating a million tiny, fleeting reflections. Suddenly, the camera's steady movement contrasts with a violent event: the pavement at the edge of the statue's base snaps. Cobwebs rip outward with terrifying speed, tearing the ground apart. From these newly formed cracks, a powerful, pulsating blue burst of electrical energy erupts, casting a harsh, cold light that overwhelms the surrounding neon. This powerful blue light pulses with a rhythmic, almost living rhythm, illuminating the grimy, textured surface of the statue's bronze base and the gleaming, rain-slicked streets, creating a dramatic and ominous atmosphere of primal power unleashed at the heart of this decaying metropolis.",
+ "token_credit_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a retro cyberpunk city with a low-angle tracking shot along the base of a massive, weathered bronze statue. The scene features perpetual neon rain, sparkly droplets, and a sudden dramatic event where the pavement cracks and a powerful blue energy burst erupts, creating a tense, dynamic moment amid decay.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional blur, especially in background areas. The color grading with pink/magenta and cyan/blue tones is consistent across shots, contributing to the cyberpunk mood. There are no major distortions or artifacts, and transitions between shots are smooth. The image sharpness could be improved, but the overall presentation remains coherent and visually engaging.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a retro cyberpunk city aesthetic, a low-angle tracking shot, a large weathered bronze statue, and a neon-rain ambience with sparkly droplets. The dramatic moment—pavement cracking and a blue energy burst—is present and aligns with the described sequence. Some finer details (e.g., exact texture of the statue, micro-behavior of the rain) are not fully realized, but the main narrative and visual cues match the prompt well.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, reflections, and material interactions, and the blue energy effect reads as a stylized but believable phenomenon within the cyberpunk setting. However, certain dynamics (such as the precise interaction between the energy blast and the surroundings) are simplified or not deeply grounded in real-world physics, which keeps the overall realism at a mid level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 2.4375,
+ "MQ": 3.234375,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a retro cyberpunk city with a low-angle tracking shot along the base of a massive, weathered bronze statue. The scene features perpetual neon rain, sparkly droplets, and a sudden dramatic event where the pavement cracks and a powerful blue energy burst erupts, creating a tense, dynamic moment amid decay.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional blur, especially in background areas. The color grading with pink/magenta and cyan/blue tones is consistent across shots, contributing to the cyberpunk mood. There are no major distortions or artifacts, and transitions between shots are smooth. The image sharpness could be improved, but the overall presentation remains coherent and visually engaging.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a retro cyberpunk city aesthetic, a low-angle tracking shot, a large weathered bronze statue, and a neon-rain ambience with sparkly droplets. The dramatic moment—pavement cracking and a blue energy burst—is present and aligns with the described sequence. Some finer details (e.g., exact texture of the statue, micro-behavior of the rain) are not fully realized, but the main narrative and visual cues match the prompt well.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, reflections, and material interactions, and the blue energy effect reads as a stylized but believable phenomenon within the cyberpunk setting. However, certain dynamics (such as the precise interaction between the energy blast and the surroundings) are simplified or not deeply grounded in real-world physics, which keeps the overall realism at a mid level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a retro cyberpunk city, a low-angle tracking shot glides steadily along the base of a massive, weathered bronze statue. The entire scene is drenched in a perpetual, shimmering neon rain. Sparkling pink and cyan droplets pierce the dark air and splash onto the damp, black streets, creating a million tiny, fleeting reflections. Suddenly, the camera's steady movement contrasts with a violent event: the pavement at the edge of the statue's base snaps. Cobwebs rip outward with terrifying speed, tearing the ground apart. From these newly formed cracks, a powerful, pulsating blue burst of electrical energy erupts, casting a harsh, cold light that overwhelms the surrounding neon. This powerful blue light pulses with a rhythmic, almost living rhythm, illuminating the grimy, textured surface of the statue's bronze base and the gleaming, rain-slicked streets, creating a dramatic and ominous atmosphere of primal power unleashed at the heart of this decaying metropolis.",
+ "seed": 11412,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000196/group_9/index_6138_seed_11412_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.75,
+ "avg": 8.734375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a retro cyberpunk city with a low-angle tracking shot along the base of a massive, weathered bronze statue. The scene features perpetual neon rain, sparkly droplets, and a sudden dramatic event where the pavement cracks and a powerful blue energy burst erupts, creating a tense, dynamic moment amid decay.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional blur, especially in background elements. The color grading and neon lighting are present but not consistently sharp across all frames. There are no major distortions or artifacts, and transitions between frames are smooth, though the overall crispness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a retro cyberpunk city aesthetic, a low-angle tracking shot, a large bronze statue, and neon rain effects. The blue energy burst and the general mood align with the prompt, and the sequence maintains coherence with the described events. Some finer details, such as exact timing of the pavement crack and the precise interaction of droplets with surfaces, are not perfectly matched, but the overall correspondence remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: water flows downward, reflections appear on wet surfaces, and the blue energy burst behaves in a believable manner. However, there are minor inconsistencies in scale cues and the interaction between the energy effect and nearby surfaces that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 2.71875,
+ "MQ": 3.125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a retro cyberpunk city with a low-angle tracking shot along the base of a massive, weathered bronze statue. The scene features perpetual neon rain, sparkly droplets, and a sudden dramatic event where the pavement cracks and a powerful blue energy burst erupts, creating a tense, dynamic moment amid decay.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional blur, especially in background elements. The color grading and neon lighting are present but not consistently sharp across all frames. There are no major distortions or artifacts, and transitions between frames are smooth, though the overall crispness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a retro cyberpunk city aesthetic, a low-angle tracking shot, a large bronze statue, and neon rain effects. The blue energy burst and the general mood align with the prompt, and the sequence maintains coherence with the described events. Some finer details, such as exact timing of the pavement crack and the precise interaction of droplets with surfaces, are not perfectly matched, but the overall correspondence remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: water flows downward, reflections appear on wet surfaces, and the blue energy burst behaves in a believable manner. However, there are minor inconsistencies in scale cues and the interaction between the energy effect and nearby surfaces that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file