diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_1/index_tensor([1212, 1212])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_1/index_tensor([1212, 1212])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9345af6f3d9e1e186cad0035438145b81c979b44
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_1/index_tensor([1212, 1212])_group_1_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 documentary-style sequence featuring a surreal scene: a spotless, gleaming stainless steel kitchen with a towering, humanoid shark chef who has smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Industrial-grade countertops, hanging copper pots, and a massive refrigerator appear in the setting. The chef solemnly grasps a massive, meticulously polished chef's knife, its blade gleaming in the light. Movements are described as rhythmic and precise, forming a steady, fluid arc, conveying an eerie atmosphere of tranquility and high concentration while blending fantasy with culinary skill.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally strong. The kitchen environment reads as clean and well-lit, with consistent lighting and good contrast between the white coat and darker surroundings. The shark head is clearly rendered with visible teeth, and the overall composition remains stable across shots. There are no obvious distortions or artifacts that break immersion, though there may be minor texture or edge softness in some frames. Overall, Visual Quality is solid and aligns with a score around 4.\n\nText-to-Video Alignment Analysis:\nThe video largely reflects the prompt elements: a spotless kitchen, a towering humanoid shark chef, smooth gray skin, a head shaped like a shark, and a white double-breasted coat. The industrial kitchen features and the presence of a massive knife are evident. However, certain aspects—such as the exact eye color and the precise, fluid knife movements—are not fully realized, and some details are only partially conveyed. The alignment is adequate but not perfect, corresponding to a moderate score around 3.\n\nPhysical Consistency (Common-sense):\nThe scene maintains coherent spatial relationships and plausible interactions within a fantastical context. The chef’s proportions and tool handling feel believable, and the kitchen environment supports the narrative. Some micro-level cues (e.g., subtle motion dynamics or prop sizing) could be refined, but overall the scene sustains internal logic and consistency, yielding a moderate 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": {
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+ },
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+ "Overall": 10.4375
+ }
+ }
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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 documentary-style sequence featuring a surreal scene: a spotless, gleaming stainless steel kitchen with a towering, humanoid shark chef who has smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Industrial-grade countertops, hanging copper pots, and a massive refrigerator appear in the setting. The chef solemnly grasps a massive, meticulously polished chef's knife, its blade gleaming in the light. Movements are described as rhythmic and precise, forming a steady, fluid arc, conveying an eerie atmosphere of tranquility and high concentration while blending fantasy with culinary skill.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally strong. The kitchen environment reads as clean and well-lit, with consistent lighting and good contrast between the white coat and darker surroundings. The shark head is clearly rendered with visible teeth, and the overall composition remains stable across shots. There are no obvious distortions or artifacts that break immersion, though there may be minor texture or edge softness in some frames. Overall, Visual Quality is solid and aligns with a score around 4.\n\nText-to-Video Alignment Analysis:\nThe video largely reflects the prompt elements: a spotless kitchen, a towering humanoid shark chef, smooth gray skin, a head shaped like a shark, and a white double-breasted coat. The industrial kitchen features and the presence of a massive knife are evident. However, certain aspects—such as the exact eye color and the precise, fluid knife movements—are not fully realized, and some details are only partially conveyed. The alignment is adequate but not perfect, corresponding to a moderate score around 3.\n\nPhysical Consistency (Common-sense):\nThe scene maintains coherent spatial relationships and plausible interactions within a fantastical context. The chef’s proportions and tool handling feel believable, and the kitchen environment supports the narrative. Some micro-level cues (e.g., subtle motion dynamics or prop sizing) could be refined, but overall the scene sustains internal logic and consistency, yielding a moderate score around 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
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+ {
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+ "seed": 5731,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_1/index_1212_seed_5731_dp_2_rank_4_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.140625,
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+ "video_score2_overall": 9.375,
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+ "token_credit_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a documentary-style sequence featuring a surreal scene: a spotless, gleaming stainless steel kitchen with a towering, humanoid shark chef who has smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Industrial-grade countertops, hanging copper pots, and a massive refrigerator appear in the setting. The chef solemnly grasps a massive, meticulously polished chef's knife, its blade gleaming in the light. Movements are described as ritualistic and precise, with a steady, fluid arc, conveying an eerie atmosphere of tranquility and high concentration where fantasy meets culinary skill.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good lighting and a convincing kitchen environment. The kitchen details (stainless steel surfaces, industrial equipment) are well-rendered and contribute to a cohesive look. However, there is very little motion between frames; the sequence reads more like a series of stills than a dynamic video, which reduces perceived motion quality. There are no obvious artifacts or distortions, but the lack of movement lowers the overall video experience. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a spotless kitchen, a shark-headed figure in chef attire, and a gleaming knife — and maintains a documentary-like aesthetic. However, key aspects of the prompt are not realized: the movements are largely static rather than showing the described ritualistic precision, and the eyes do not clearly convey emotionless depth. The result is a partial alignment that reflects some but not all of the intended dynamics. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene remains physically plausible within a fantasy context: the kitchen setup, utensils, and lighting behave consistently, and the character’s proportions fit the intended design. The static presentation does not introduce obvious logical contradictions, though it reduces the sense of kinetic realism. 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": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.140625,
+ "MQ": 2.96875,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a documentary-style sequence featuring a surreal scene: a spotless, gleaming stainless steel kitchen with a towering, humanoid shark chef who has smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Industrial-grade countertops, hanging copper pots, and a massive refrigerator appear in the setting. The chef solemnly grasps a massive, meticulously polished chef's knife, its blade gleaming in the light. Movements are described as ritualistic and precise, with a steady, fluid arc, conveying an eerie atmosphere of tranquility and high concentration where fantasy meets culinary skill.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good lighting and a convincing kitchen environment. The kitchen details (stainless steel surfaces, industrial equipment) are well-rendered and contribute to a cohesive look. However, there is very little motion between frames; the sequence reads more like a series of stills than a dynamic video, which reduces perceived motion quality. There are no obvious artifacts or distortions, but the lack of movement lowers the overall video experience. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a spotless kitchen, a shark-headed figure in chef attire, and a gleaming knife — and maintains a documentary-like aesthetic. However, key aspects of the prompt are not realized: the movements are largely static rather than showing the described ritualistic precision, and the eyes do not clearly convey emotionless depth. The result is a partial alignment that reflects some but not all of the intended dynamics. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene remains physically plausible within a fantasy context: the kitchen setup, utensils, and lighting behave consistently, and the character’s proportions fit the intended design. The static presentation does not introduce obvious logical contradictions, though it reduces the sense of kinetic realism. 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"
+ ]
+ },
+ {
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+ "seed": 5732,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_1/index_1212_seed_5732_dp_3_rank_6_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.140625,
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+ "video_score2_overall": 10.0,
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+ "token_credit_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 documentary-style sequence featuring a surreal scene: a spotless, gleaming stainless steel kitchen with a towering, humanoid shark chef who has smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Industrial-grade countertops, hanging copper pots, and a massive refrigerator appear in the setting. The chef solemnly grasps a massive, meticulously polished chef's knife, its blade gleaming in the light. Movements are described as ritualistic and precise, with a steady, fluid arc, conveying an eerie atmosphere of tranquility and high concentration where fantasy meets culinary skill.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good lighting and a convincing kitchen environment. The chef figure is identifiable and the overall composition remains stable. However, there are minor issues that prevent a perfect score: occasional slight softness or compression artifacts in some frames, and the motion between frames is relatively restrained, giving a mildly static feel rather than a fully dynamic sequence. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a spotless kitchen, a chef figure, and a gleaming knife — and maintains a steady, long-shot framing. However, key aspects diverge: the creature does not clearly read as a towering humanoid shark, and the eyes do not convincingly appear deep and emotionless. The movements are not demonstrated as the described ritualistic precision, and the overall motion remains limited. These gaps indicate moderate misalignment with the prompt, resulting in a Text-to-Video Alignment score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to basic physical plausibility within a kitchen context; spatial relationships and object interactions are coherent. Yet the fantastical premise introduces deviations from everyday common-sense expectations (e.g., a shark-headed chef performing culinary tasks), which keeps the overall consistency at a moderate level. This yields 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": 3.34375,
+ "TA": 3.140625,
+ "MQ": 3.484375,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a documentary-style sequence featuring a surreal scene: a spotless, gleaming stainless steel kitchen with a towering, humanoid shark chef who has smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Industrial-grade countertops, hanging copper pots, and a massive refrigerator appear in the setting. The chef solemnly grasps a massive, meticulously polished chef's knife, its blade gleaming in the light. Movements are described as ritualistic and precise, with a steady, fluid arc, conveying an eerie atmosphere of tranquility and high concentration where fantasy meets culinary skill.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good lighting and a convincing kitchen environment. The chef figure is identifiable and the overall composition remains stable. However, there are minor issues that prevent a perfect score: occasional slight softness or compression artifacts in some frames, and the motion between frames is relatively restrained, giving a mildly static feel rather than a fully dynamic sequence. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a spotless kitchen, a chef figure, and a gleaming knife — and maintains a steady, long-shot framing. However, key aspects diverge: the creature does not clearly read as a towering humanoid shark, and the eyes do not convincingly appear deep and emotionless. The movements are not demonstrated as the described ritualistic precision, and the overall motion remains limited. These gaps indicate moderate misalignment with the prompt, resulting in a Text-to-Video Alignment score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to basic physical plausibility within a kitchen context; spatial relationships and object interactions are coherent. Yet the fantastical premise introduces deviations from everyday common-sense expectations (e.g., a shark-headed chef performing culinary tasks), which keeps the overall consistency at a moderate level. This yields 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": "In a documentary-style sequence, a steady, long shot captures a surreal scene: in a spotless, gleaming stainless steel kitchen, a towering, humanoid shark chef works intently. He possesses smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Surrounding him are industrial-grade countertops, hanging copper pots, and a massive refrigerator, all stainless steel surfaces reflecting a cool glow from the bright, even overhead lighting. The chef solemnly grasps a massive, meticulously polished chef's knife, its blade gleaming in the light. With an almost ritualistic precision and grace, he rhythmically raises and lowers the knife, each movement forming a steady, fluid arc, as if performing a silent performance. The whole picture presents an eerie atmosphere of tranquility and high concentration, perfectly blending fantasy creatures with ultimate culinary skills, full of calm and professional tension.",
+ "seed": 5733,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_1/index_1212_seed_5733_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": 3.25,
+ "video_score2_ta": 3.375,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 10.25,
+ "avg": 10.28125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "In a documentary-style sequence, a steady, long shot captures a surreal scene: in a spotless, gleaming stainless steel kitchen, a towering, humanoid shark chef works intently. He possesses smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Surrounding him are industrial-grade countertops, hanging copper pots, and a massive refrigerator, all stainless steel surfaces reflecting a cool glow from the bright, even overhead lighting. The chef solemnly grasps a massive, meticulously polished chef's knife, its blade gleaming in the light. With an almost ritualistic precision and grace, he rhythmically raises and lowers the knife, each movement forming a steady, fluid arc, as if performing a silent performance. The whole picture presents an eerie atmosphere of tranquility and high concentration, perfectly blending fantasy creatures with ultimate culinary skills, full of calm and professional tension.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a documentary-style sequence featuring a surreal scene: a spotless, gleaming stainless steel kitchen with a towering, humanoid shark chef who has smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Industrial-grade countertops, hanging copper pots, and a massive refrigerator are present, with a massive, meticulously polished chef's knife and a controlled, almost ritualistic knife movement. The overall mood is eerie yet calm, blending fantasy with professional culinary precision.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally solid. The resolution is clear, lighting is consistent, and the kitchen environment reads as professional. The shark character is well-rendered with convincing texture and shading, and the metallic surfaces reflect light plausibly. There are no obvious artifacts or distortions, and motion appears stable across the sequence. However, there are minor imperfections typical of synthetic renders (e.g., occasional subtle texture softness or slight edge aliasing) that prevent a perfect 5. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely satisfies the prompt elements: a spotless kitchen, a towering humanoid shark chef, smooth gray skin, a head shaped like a shark, and a chef's coat. The industrial-grade kitchen features and the massive knife are present, and the chef's focused demeanor matches the described intensity. A few details diverge slightly (for example, eye color and some prop placements), but these do not substantially detract from the overall alignment. The result is a solid alignment score around 4.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent physical logic within a fantastical context. The chef's anatomy and tool handling feel plausible, and the kitchen environment behaves consistently with real-world expectations. Some minor inconsistencies exist (e.g., prop sizing or lighting nuances) that prevent a perfect score, but they do not undermine overall coherence. This supports a Physical Consistency score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.25,
+ "TA": 3.375,
+ "MQ": 3.65625,
+ "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 documentary-style sequence featuring a surreal scene: a spotless, gleaming stainless steel kitchen with a towering, humanoid shark chef who has smooth gray shark skin, a head shaped like a shark, and deep, emotionless black eyes. He wears a flawless, starched, double-breasted chef's coat, a stark contrast to his dark complexion. Industrial-grade countertops, hanging copper pots, and a massive refrigerator are present, with a massive, meticulously polished chef's knife and a controlled, almost ritualistic knife movement. The overall mood is eerie yet calm, blending fantasy with professional culinary precision.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally solid. The resolution is clear, lighting is consistent, and the kitchen environment reads as professional. The shark character is well-rendered with convincing texture and shading, and the metallic surfaces reflect light plausibly. There are no obvious artifacts or distortions, and motion appears stable across the sequence. However, there are minor imperfections typical of synthetic renders (e.g., occasional subtle texture softness or slight edge aliasing) that prevent a perfect 5. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely satisfies the prompt elements: a spotless kitchen, a towering humanoid shark chef, smooth gray skin, a head shaped like a shark, and a chef's coat. The industrial-grade kitchen features and the massive knife are present, and the chef's focused demeanor matches the described intensity. A few details diverge slightly (for example, eye color and some prop placements), but these do not substantially detract from the overall alignment. The result is a solid alignment score around 4.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent physical logic within a fantastical context. The chef's anatomy and tool handling feel plausible, and the kitchen environment behaves consistently with real-world expectations. Some minor inconsistencies exist (e.g., prop sizing or lighting nuances) that prevent a perfect score, but they do not undermine overall coherence. This supports a Physical Consistency 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_10/index_tensor([2914, 2914])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_10/index_tensor([2914, 2914])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..faa909d9bbc73f53a7d6002882d58bb8df5c00f1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_10/index_tensor([2914, 2914])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 22082,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_10/index_2914_seed_22082_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
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+ "video_score2_vq": 3.703125,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 10.0625,
+ "avg": 10.078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slowly zooming wide-angle shot, beginning from a slightly bird's-eye view, captures a figure clad in a white, somewhat bulky spacesuit. Their body is stretched yet limp, limbs slightly outstretched, and in weightlessness, they undergo a steady, slow rotation, falling slowly, almost imperceptibly, toward the bottom of the frame. The suit, covered in intricate seams and technical modules, bears traces of slight wear in places. The helmet's gold-plated visor perfectly reflects the faint glow of distant stars and the majestic outline of the blue planet below. The background is a vast universe dotted with countless distant, bright stars, while the visual center of the frame is a vast, softly blue planet, its surface covered by swirling white clouds and a deep ocean, with the outlines of some continents faintly visible through the clouds. The soft blue light from the planet itself is the main light source, gently outlining the outline of the space suit and casting subtle blue reflections on its white surface. The whole scene creates a grand, lonely and somewhat quiet poetic atmosphere in absolute silence.",
+ "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 slowly zooming wide-angle shot starting from a slightly bird's-eye view of an astronaut in a white, bulky spacesuit. The body appears stretched yet limp with limbs slightly outstretched, moving in weightlessness as the suit shows wear and tear. The helmet's gold visor reflects distant stars and the blue planet below. The background is a vast universe with stars, while the visual center features a blue planet with swirling clouds and a deep ocean, with faint continental outlines. The scene aims for a grand, lonely, somewhat quiet poetic atmosphere in absolute silence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the spacesuit and Earth, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The sequence remains coherent and the composition is generally stable, 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 presents the core elements: a spacesuit, weightless posture, Earth backdrop, and a wide-angle perspective with a bird's-eye feel. Some nuanced aspects such as the precise motion dynamics and the exact timing of the zoom are not perfectly matched, but the major components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene conveys plausible space environment cues, but there are minor inconsistencies in lighting, scale, and motion that prevent a higher level of realism. The depiction remains believable within the context, though not perfectly physically accurate.\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": 3.703125,
+ "TA": 3.109375,
+ "MQ": 3.265625,
+ "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 slowly zooming wide-angle shot starting from a slightly bird's-eye view of an astronaut in a white, bulky spacesuit. The body appears stretched yet limp with limbs slightly outstretched, moving in weightlessness as the suit shows wear and tear. The helmet's gold visor reflects distant stars and the blue planet below. The background is a vast universe with stars, while the visual center features a blue planet with swirling clouds and a deep ocean, with faint continental outlines. The scene aims for a grand, lonely, somewhat quiet poetic atmosphere in absolute silence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the spacesuit and Earth, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The sequence remains coherent and the composition is generally stable, 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 presents the core elements: a spacesuit, weightless posture, Earth backdrop, and a wide-angle perspective with a bird's-eye feel. Some nuanced aspects such as the precise motion dynamics and the exact timing of the zoom are not perfectly matched, but the major components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene conveys plausible space environment cues, but there are minor inconsistencies in lighting, scale, and motion that prevent a higher level of realism. The depiction remains believable within the context, though not perfectly physically accurate.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly zooming wide-angle shot, beginning from a slightly bird's-eye view, captures a figure clad in a white, somewhat bulky spacesuit. Their body is stretched yet limp, limbs slightly outstretched, and in weightlessness, they undergo a steady, slow rotation, falling slowly, almost imperceptibly, toward the bottom of the frame. The suit, covered in intricate seams and technical modules, bears traces of slight wear in places. The helmet's gold-plated visor perfectly reflects the faint glow of distant stars and the majestic outline of the blue planet below. The background is a vast universe dotted with countless distant, bright stars, while the visual center of the frame is a vast, softly blue planet, its surface covered by swirling white clouds and a deep ocean, with the outlines of some continents faintly visible through the clouds. The soft blue light from the planet itself is the main light source, gently outlining the outline of the space suit and casting subtle blue reflections on its white surface. The whole scene creates a grand, lonely and somewhat quiet poetic atmosphere in absolute silence.",
+ "seed": 22083,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_10/index_2914_seed_22083_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": 3.703125,
+ "video_score2_ta": 3.4375,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 11.0625,
+ "avg": 11.09375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slowly zooming wide-angle shot, beginning from a slightly bird's-eye view, captures a figure clad in a white, somewhat bulky spacesuit. Their body is stretched yet limp, limbs slightly outstretched, and in weightlessness, they undergo a steady, slow rotation, falling slowly, almost imperceptibly, toward the bottom of the frame. The suit, covered in intricate seams and technical modules, bears traces of slight wear in places. The helmet's gold-plated visor perfectly reflects the faint glow of distant stars and the majestic outline of the blue planet below. The background is a vast universe dotted with countless distant, bright stars, while the visual center of the frame is a vast, softly blue planet, its surface covered by swirling white clouds and a deep ocean, with the outlines of some continents faintly visible through the clouds. The soft blue light from the planet itself is the main light source, gently outlining the outline of the space suit and casting subtle blue reflections on its white surface. The whole scene creates a grand, lonely and somewhat quiet poetic atmosphere in absolute silence.",
+ "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 slowly zooming wide-angle shot starting from a slightly bird's-eye view featuring a figure in a white, somewhat bulky spacesuit. The body is depicted as stretched yet limp with limbs slightly outstretched, moving in weightlessness while undergoing a steady, slow rotation and falling slowly toward the bottom of the frame. The suit shows intricate seams and technical modules with signs of wear, and the helmet's gold-plated visor reflects faint starlight and the blue planet below. The background is a vast universe with numerous bright stars, while the visual center presents a large, softly blue planet with swirling white clouds and a deep ocean, with faint continental outlines visible through the clouds. The scene is intended to convey a grand, lonely, and somewhat quiet poetic atmosphere in absolute silence.\n\nVisual Quality Assessment:\nOverall, the visuals are strong and coherent, with good detail in the spacesuit and a convincing space environment. The lighting and color grading support the mood, and the composition remains aesthetically pleasing. However, there are minor imperfections that prevent a perfect top score: occasional subtle texture softness and rare compression artifacts in some frames, and very slight inconsistencies in fine details across shots. These small issues keep the Visual Quality at a solid 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the wide-angle framing, the bird's-eye perspective, and the presence of a white, bulky spacesuit are clearly represented. The limb positioning and weightless motion are convincingly portrayed, and the gold visor and starry background are present. Some aspects are not perfectly matched: the rotation appears more gradual than the prompt's description of a steady, rapid spin, and certain atmospheric cues (such as the exact cloud patterns or the precise depth cues) are not rendered with exact fidelity. Overall, alignment is strong but not flawless, corresponding to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physics for a weightless environment, with believable suit proportions and interactions with the space backdrop. There are no major violations of physical plausibility, though a few micro-details could be refined for even tighter realism. The overall physical consistency is solid, warranting a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 3.4375,
+ "MQ": 3.953125,
+ "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 slowly zooming wide-angle shot starting from a slightly bird's-eye view featuring a figure in a white, somewhat bulky spacesuit. The body is depicted as stretched yet limp with limbs slightly outstretched, moving in weightlessness while undergoing a steady, slow rotation and falling slowly toward the bottom of the frame. The suit shows intricate seams and technical modules with signs of wear, and the helmet's gold-plated visor reflects faint starlight and the blue planet below. The background is a vast universe with numerous bright stars, while the visual center presents a large, softly blue planet with swirling white clouds and a deep ocean, with faint continental outlines visible through the clouds. The scene is intended to convey a grand, lonely, and somewhat quiet poetic atmosphere in absolute silence.\n\nVisual Quality Assessment:\nOverall, the visuals are strong and coherent, with good detail in the spacesuit and a convincing space environment. The lighting and color grading support the mood, and the composition remains aesthetically pleasing. However, there are minor imperfections that prevent a perfect top score: occasional subtle texture softness and rare compression artifacts in some frames, and very slight inconsistencies in fine details across shots. These small issues keep the Visual Quality at a solid 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the wide-angle framing, the bird's-eye perspective, and the presence of a white, bulky spacesuit are clearly represented. The limb positioning and weightless motion are convincingly portrayed, and the gold visor and starry background are present. Some aspects are not perfectly matched: the rotation appears more gradual than the prompt's description of a steady, rapid spin, and certain atmospheric cues (such as the exact cloud patterns or the precise depth cues) are not rendered with exact fidelity. Overall, alignment is strong but not flawless, corresponding to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physics for a weightless environment, with believable suit proportions and interactions with the space backdrop. There are no major violations of physical plausibility, though a few micro-details could be refined for even tighter realism. The overall physical consistency is solid, warranting 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": 22084,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_10/index_2914_seed_22084_dp_21_rank_42_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.59375,
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+ "video_score2_overall": 11.1875,
+ "avg": 11.203125,
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+ "question": "slowly zooming wide-angle shot, beginning from a slightly bird's-eye view, captures a figure clad in a white, somewhat bulky spacesuit. Their body is stretched yet limp, limbs slightly outstretched, and in weightlessness, they undergo a steady, slow rotation, falling slowly, almost imperceptibly, toward the bottom of the frame. The suit, covered in intricate seams and technical modules, bears traces of slight wear in places. The helmet's gold-plated visor perfectly reflects the faint glow of distant stars and the majestic outline of the blue planet below. The background is a vast universe dotted with countless distant, bright stars, while the visual center of the frame is a vast, softly blue planet, its surface covered by swirling white clouds and a deep ocean, with the outlines of some continents faintly visible through the clouds. The soft blue light from the planet itself is the main light source, gently outlining the outline of the space suit and casting subtle blue reflections on its white surface. The whole scene creates a grand, lonely and somewhat quiet poetic atmosphere in absolute silence.",
+ "token_credit_reward": 11.1875,
+ "selected_reward": 11.1875,
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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 slowly zooming wide-angle shot starting from a slightly bird's-eye view featuring a figure in a white, somewhat bulky spacesuit. The body is depicted as stretched yet limp with limbs slightly outstretched, moving in weightlessness while undergoing a steady, slow rotation and falling slowly toward the bottom of the frame. The suit shows intricate seams and technical modules with signs of wear, and the helmet's gold-plated visor reflects faint starlight and the blue planet below. The background is a vast universe with distant stars, while the visual center presents a large blue planet with swirling white clouds and a deep ocean, with faint continental outlines. The scene is intended to convey a grand, lonely, and somewhat quiet atmosphere in absolute silence.\n\nVisual Quality Assessment:\nOverall, the visuals are strong and coherent, with good detail in the spacesuit and planetary rendering. The lighting and color balance feel consistent across the sequence, and the space environment reads convincingly. However, there are minor imperfections that prevent a perfect top score: occasional subtle texture softness and rare compression artifacts during motion, which keep the quality high but not flawless. The result is a solid 4/5 for Visual Quality.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The wide-angle framing, the presence of a white bulky suit, the weightless pose with gentle rotation, and the descent toward the frame bottom are all represented. The helmet visor, planetary backdrop, and the expansive starfield are present, contributing to faithful alignment. A few small deviations exist (e.g., minor variations in limb positioning or subtle timing differences in the rotation), but these do not significantly detract from the overall correspondence. Overall alignment is strong, warranting a 4/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics for a weightless environment, with believable suit articulation and environmental interactions. There are no major violations of common sense, though there are a few minor inconsistencies in micro-motions or lighting transitions that prevent a perfect score. These small issues keep the overall physical consistency at a solid 4/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.59375,
+ "TA": 3.734375,
+ "MQ": 3.875,
+ "Overall": 11.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slowly zooming wide-angle shot starting from a slightly bird's-eye view featuring a figure in a white, somewhat bulky spacesuit. The body is depicted as stretched yet limp with limbs slightly outstretched, moving in weightlessness while undergoing a steady, slow rotation and falling slowly toward the bottom of the frame. The suit shows intricate seams and technical modules with signs of wear, and the helmet's gold-plated visor reflects faint starlight and the blue planet below. The background is a vast universe with distant stars, while the visual center presents a large blue planet with swirling white clouds and a deep ocean, with faint continental outlines. The scene is intended to convey a grand, lonely, and somewhat quiet atmosphere in absolute silence.\n\nVisual Quality Assessment:\nOverall, the visuals are strong and coherent, with good detail in the spacesuit and planetary rendering. The lighting and color balance feel consistent across the sequence, and the space environment reads convincingly. However, there are minor imperfections that prevent a perfect top score: occasional subtle texture softness and rare compression artifacts during motion, which keep the quality high but not flawless. The result is a solid 4/5 for Visual Quality.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The wide-angle framing, the presence of a white bulky suit, the weightless pose with gentle rotation, and the descent toward the frame bottom are all represented. The helmet visor, planetary backdrop, and the expansive starfield are present, contributing to faithful alignment. A few small deviations exist (e.g., minor variations in limb positioning or subtle timing differences in the rotation), but these do not significantly detract from the overall correspondence. Overall alignment is strong, warranting a 4/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics for a weightless environment, with believable suit articulation and environmental interactions. There are no major violations of common sense, though there are a few minor inconsistencies in micro-motions or lighting transitions that prevent a perfect score. These small issues keep the overall physical consistency at a solid 4/5.\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": 22085,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_10/index_2914_seed_22085_dp_21_rank_42_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 3.46875,
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+ "video_score2_overall": 11.1875,
+ "avg": 11.1875,
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+ "token_credit_reward": 11.1875,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slowly zooming wide-angle shot starting from a slightly bird's-eye view featuring a figure in a white, somewhat bulky spacesuit. The body is depicted as stretched yet limp with limbs slightly outstretched, moving in weightlessness while undergoing a steady, slow rotation and falling slowly toward the bottom of the frame. The suit shows intricate seams and technical modules with signs of wear, and the helmet's gold-plated visor reflects faint starlight. The background is a vast universe with stars, and the visual center presents a blue planet with swirling clouds and visible continents. The soft blue light from the planet serves as the main light source, creating a grand, lonely, and somewhat quiet poetic atmosphere in absolute silence.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear details in the spacesuit and Earth imagery. The lighting and color grading are coherent across shots, and there are no obvious artifacts or distortions. However, the sequence does not exhibit standout cinematic polish or ultra-high dynamic range; overall it reads as competent rather than exceptional. In line with the ground-truth score, Visual Quality is rated 4.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the wide-angle framing, the presence of a white bulky suit, the weightless posture, and the slow rotation are well represented. Some aspects—such as the precise timing of the zoom and the exact depiction of the suit's wear—are not perfectly matched, but the core elements and mood are captured effectively. Overall alignment is strong and consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics for a near-space setting: the suit appears structurally sound, the limb positions reflect zero-gravity dynamics, and the Earth backdrop provides a believable context. Minor deviations exist (e.g., subtle lighting interactions or scale cues), but they do not undermine overall realism. This supports a rating of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.78125,
+ "TA": 3.46875,
+ "MQ": 3.9375,
+ "Overall": 11.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slowly zooming wide-angle shot starting from a slightly bird's-eye view featuring a figure in a white, somewhat bulky spacesuit. The body is depicted as stretched yet limp with limbs slightly outstretched, moving in weightlessness while undergoing a steady, slow rotation and falling slowly toward the bottom of the frame. The suit shows intricate seams and technical modules with signs of wear, and the helmet's gold-plated visor reflects faint starlight. The background is a vast universe with stars, and the visual center presents a blue planet with swirling clouds and visible continents. The soft blue light from the planet serves as the main light source, creating a grand, lonely, and somewhat quiet poetic atmosphere in absolute silence.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear details in the spacesuit and Earth imagery. The lighting and color grading are coherent across shots, and there are no obvious artifacts or distortions. However, the sequence does not exhibit standout cinematic polish or ultra-high dynamic range; overall it reads as competent rather than exceptional. In line with the ground-truth score, Visual Quality is rated 4.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the wide-angle framing, the presence of a white bulky suit, the weightless posture, and the slow rotation are well represented. Some aspects—such as the precise timing of the zoom and the exact depiction of the suit's wear—are not perfectly matched, but the core elements and mood are captured effectively. Overall alignment is strong and consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics for a near-space setting: the suit appears structurally sound, the limb positions reflect zero-gravity dynamics, and the Earth backdrop provides a believable context. Minor deviations exist (e.g., subtle lighting interactions or scale cues), but they do not undermine overall realism. This supports a rating 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_11/index_tensor([2258, 2258])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_11/index_tensor([2258, 2258])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c68271036177abe634b6051e81569398965cb790
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_11/index_tensor([2258, 2258])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "steady close-up shot, shot from a slightly upward perspective, focuses on a mantis made entirely of pixels, ensconced in a pure world of pixel art. The mantis arches its powerful body, its back covered in a carapace of bright silver and cyan pixels. Illuminated by a virtual overhead light, the carapace clearly simulates a strong metallic sheen, with a sharp contrast between the highlights and dark areas. Its main body is composed of varying shades of green. Atop its triangular head, two enormous red compound eyes blaze with intensity, while its two sickle-shaped forelegs, raised high, feature jagged pixel outlines, imbued with a sense of aggression. A very shallow depth of field blurs the pixelated cityscape in the background. This distant cityscape is composed of massive, soft blue, gray, and purple pixels stacked together to represent distant skyscrapers. The distinct layers of color create a simple yet profound sense of space. The entire picture combines the nostalgia of retro 8-bit video games with a futuristic biomechanical aesthetic. The contrast between the bright subject and the soft background appears both tense and highly stylized.",
+ "seed": 1527,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_11/index_2258_seed_1527_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": 2.671875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.875,
+ "avg": 8.875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "steady close-up shot, shot from a slightly upward perspective, focuses on a mantis made entirely of pixels, ensconced in a pure world of pixel art. The mantis arches its powerful body, its back covered in a carapace of bright silver and cyan pixels. Illuminated by a virtual overhead light, the carapace clearly simulates a strong metallic sheen, with a sharp contrast between the highlights and dark areas. Its main body is composed of varying shades of green. Atop its triangular head, two enormous red compound eyes blaze with intensity, while its two sickle-shaped forelegs, raised high, feature jagged pixel outlines, imbued with a sense of aggression. A very shallow depth of field blurs the pixelated cityscape in the background. This distant cityscape is composed of massive, soft blue, gray, and purple pixels stacked together to represent distant skyscrapers. The distinct layers of color create a simple yet profound sense of space. The entire picture combines the nostalgia of retro 8-bit video games with a futuristic biomechanical aesthetic. The contrast between the bright subject and the soft background appears both tense and highly stylized.",
+ "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 steady close-up shot from a slightly upward angle focusing on a pixel-art mantis in a pure pixel-world setting. The mantis features a carapace of bright silver and cyan pixels illuminated by a virtual overhead light, with a triangular head, red compound eyes, and two sickle-shaped forelegs. The background should show a blurred pixelated cityscape with blue, gray, and purple tones representing distant skyscrapers. The overall aesthetic blends retro 8-bit gaming visuals with a futuristic biomechanical vibe.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and a consistent color palette, but there are noticeable issues that prevent a higher rating. The sequence exhibits mild blur and occasional compression artifacts, and some edges around the pixel elements appear softened or haloed. The depth-of-field effect is present but not perfectly controlled, leading to occasional inconsistencies in focus across frames. Lighting remains generally stable, though minor fluctuations occur. In sum, the video presents acceptable visual quality with room for improvement.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several core aspects such as a close-up framing, a slightly upward angle, and a pixel-art mantis within a digital environment. However, key prompt details are not faithfully realized: the carapace coloration does not match the described silver/cyan palette, and the two red compound eyes are not clearly visible. The background cityscape lacks the specified blue, gray, and purple tones and does not convincingly convey distant skyscrapers. While the general concept is present, important specifics diverge, resulting in only partial fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and a coherent digital environment, with no obvious physics violations. Some minor deviations exist, such as slight variations in leg positioning and eye visibility, which do not severely disrupt believability. Overall, the composition remains coherent and internally consistent within the pixel-art framework.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "Overall": 8.875
+ }
+ }
+ ],
+ "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 steady close-up shot from a slightly upward angle focusing on a pixel-art mantis in a pure pixel-world setting. The mantis features a carapace of bright silver and cyan pixels illuminated by a virtual overhead light, with a triangular head, red compound eyes, and two sickle-shaped forelegs. The background should show a blurred pixelated cityscape with blue, gray, and purple tones representing distant skyscrapers. The overall aesthetic blends retro 8-bit gaming visuals with a futuristic biomechanical vibe.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and a consistent color palette, but there are noticeable issues that prevent a higher rating. The sequence exhibits mild blur and occasional compression artifacts, and some edges around the pixel elements appear softened or haloed. The depth-of-field effect is present but not perfectly controlled, leading to occasional inconsistencies in focus across frames. Lighting remains generally stable, though minor fluctuations occur. In sum, the video presents acceptable visual quality with room for improvement.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several core aspects such as a close-up framing, a slightly upward angle, and a pixel-art mantis within a digital environment. However, key prompt details are not faithfully realized: the carapace coloration does not match the described silver/cyan palette, and the two red compound eyes are not clearly visible. The background cityscape lacks the specified blue, gray, and purple tones and does not convincingly convey distant skyscrapers. While the general concept is present, important specifics diverge, resulting in only partial fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and a coherent digital environment, with no obvious physics violations. Some minor deviations exist, such as slight variations in leg positioning and eye visibility, which do not severely disrupt believability. Overall, the composition remains coherent and internally consistent within the pixel-art framework.\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": 1528,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_11/index_2258_seed_1528_dp_22_rank_44_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 steady close-up shot from a slightly upward angle focusing on a pixel-art mantis in a pure pixel-art world. The mantis should arch its body with a bright silver/cyan pixel carapace, illuminated by a virtual overhead light that creates a metallic sheen. The main body is green, the triangular head has two large red compound eyes, and the two sickle-shaped forelegs are raised with jagged pixel outlines. A very shallow depth of field should blur a distant cityscape composed of blue, gray, and purple pixels representing distant skyscrapers. The scene should blend retro 8-bit aesthetics with a futuristic biomechanical look.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear rendering of the pixel-art mantis, but there are noticeable issues that prevent a higher rating. The background blur is present but not perfectly consistent across frames, and some lighting variations reduce uniformity. The mantis remains well-defined with vibrant colors, and the depth-of-field effect is plausible, though not flawless. No major distortions or artifacts dominate the sequence, keeping the overall quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the core idea of a pixel-art mantis in a digital environment and includes the general color cues and lighting. However, several specific prompt details are not faithfully reproduced: the carapace coloration and metallic sheen are not convincingly rendered; the exact eye color and eye behavior diverge from the description; the precise leg positioning and the intended aggressive stance are only partially realized. The distant cityscape and the overall retro-futuristic vibe are present, but the fidelity to the detailed prompt elements remains imperfect.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The piece maintains a coherent digital-art logic, with plausible anatomy within a stylized framework. Some aspects feel intentionally exaggerated or simplified due to the pixel-art medium, leading to minor inconsistencies in scale, articulation, and lighting interaction. Overall, the scene remains internally coherent and readable as a stylized depiction rather than a strict real-world simulation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.46875,
+ "TA": 2.625,
+ "MQ": 3.0625,
+ "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 steady close-up shot from a slightly upward angle focusing on a pixel-art mantis in a pure pixel-art world. The mantis should arch its body with a bright silver/cyan pixel carapace, illuminated by a virtual overhead light that creates a metallic sheen. The main body is green, the triangular head has two large red compound eyes, and the two sickle-shaped forelegs are raised with jagged pixel outlines. A very shallow depth of field should blur a distant cityscape composed of blue, gray, and purple pixels representing distant skyscrapers. The scene should blend retro 8-bit aesthetics with a futuristic biomechanical look.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear rendering of the pixel-art mantis, but there are noticeable issues that prevent a higher rating. The background blur is present but not perfectly consistent across frames, and some lighting variations reduce uniformity. The mantis remains well-defined with vibrant colors, and the depth-of-field effect is plausible, though not flawless. No major distortions or artifacts dominate the sequence, keeping the overall quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the core idea of a pixel-art mantis in a digital environment and includes the general color cues and lighting. However, several specific prompt details are not faithfully reproduced: the carapace coloration and metallic sheen are not convincingly rendered; the exact eye color and eye behavior diverge from the description; the precise leg positioning and the intended aggressive stance are only partially realized. The distant cityscape and the overall retro-futuristic vibe are present, but the fidelity to the detailed prompt elements remains imperfect.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The piece maintains a coherent digital-art logic, with plausible anatomy within a stylized framework. Some aspects feel intentionally exaggerated or simplified due to the pixel-art medium, leading to minor inconsistencies in scale, articulation, and lighting interaction. Overall, the scene remains internally coherent and readable as a stylized depiction rather than a strict real-world simulation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady close-up shot, shot from a slightly upward perspective, focuses on a mantis made entirely of pixels, ensconced in a pure world of pixel art. The mantis arches its powerful body, its back covered in a carapace of bright silver and cyan pixels. Illuminated by a virtual overhead light, the carapace clearly simulates a strong metallic sheen, with a sharp contrast between the highlights and dark areas. Its main body is composed of varying shades of green. Atop its triangular head, two enormous red compound eyes blaze with intensity, while its two sickle-shaped forelegs, raised high, feature jagged pixel outlines, imbued with a sense of aggression. A very shallow depth of field blurs the pixelated cityscape in the background. This distant cityscape is composed of massive, soft blue, gray, and purple pixels stacked together to represent distant skyscrapers. The distinct layers of color create a simple yet profound sense of space. The entire picture combines the nostalgia of retro 8-bit video games with a futuristic biomechanical aesthetic. The contrast between the bright subject and the soft background appears both tense and highly stylized.",
+ "seed": 1529,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_11/index_2258_seed_1529_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.453125,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.984375,
+ "video_score2_overall": 10.375,
+ "avg": 10.375,
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+ "question": "steady close-up shot, shot from a slightly upward perspective, focuses on a mantis made entirely of pixels, ensconced in a pure world of pixel art. The mantis arches its powerful body, its back covered in a carapace of bright silver and cyan pixels. Illuminated by a virtual overhead light, the carapace clearly simulates a strong metallic sheen, with a sharp contrast between the highlights and dark areas. Its main body is composed of varying shades of green. Atop its triangular head, two enormous red compound eyes blaze with intensity, while its two sickle-shaped forelegs, raised high, feature jagged pixel outlines, imbued with a sense of aggression. A very shallow depth of field blurs the pixelated cityscape in the background. This distant cityscape is composed of massive, soft blue, gray, and purple pixels stacked together to represent distant skyscrapers. The distinct layers of color create a simple yet profound sense of space. The entire picture combines the nostalgia of retro 8-bit video games with a futuristic biomechanical aesthetic. The contrast between the bright subject and the soft background appears both tense and highly stylized.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady close-up of a pixel-art mantis viewed from a slightly upward angle, set against a pixelated cityscape. The mantis features a carapace of bright silver and cyan pixels, illuminated by a virtual overhead light that yields a metallic sheen. The body is green, the head has two large red compound eyes, and the two sickle-shaped forelegs are raised with jagged pixel outlines. A shallow depth of field blurs the background cityscape, which is composed of blue, gray, and purple pixels representing distant skyscrapers. The piece blends retro 8-bit aesthetics with a futuristic biomechanical vibe.\n\nVisual Quality Analysis:\nThe video presents a clear pixel-art rendering with generally good clarity. The resolution is sufficient to discern individual pixels, and the overall sharpness is solid across frames. There are no major distortions or artifacts, and brightness/contrast remain stable. However, there are minor imperfections typical of pixel art (subtle aliasing and occasional slight softness in fine details) that prevent a perfect top score. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely follows the prompt: it shows a steady close-up of a pixel-art mantis from a slightly upward angle, with a green body, two red compound eyes, and raised sickle-shaped forelegs. The background conveys a pixelated cityscape with blue, gray, and purple tones, and the scene includes the intended depth-of-field effect. Some specific prompt elements are not fully realized: the carapace does not display the described silver/cyan palette, and the metallic sheen is not strongly conveyed. Despite these gaps, the overall composition, subject focus, and stylistic intent align well with the prompt, yielding a strong alignment score around 4.\n\nPhysical/Common-sense Consistency:\nThe piece maintains coherent internal logic within a stylized pixel-art framework. Proportions and anatomy are plausible for a mantis in this artistic approach, and lighting/shadows support the perceived depth. While some aspects diverge from strict real-world physics due to the stylization, they remain consistent with the intended aesthetic and do not break immersion. Overall, Physical/Common-sense Consistency is solid, corresponding to a score of 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.453125,
+ "TA": 2.9375,
+ "MQ": 3.984375,
+ "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 steady close-up of a pixel-art mantis viewed from a slightly upward angle, set against a pixelated cityscape. The mantis features a carapace of bright silver and cyan pixels, illuminated by a virtual overhead light that yields a metallic sheen. The body is green, the head has two large red compound eyes, and the two sickle-shaped forelegs are raised with jagged pixel outlines. A shallow depth of field blurs the background cityscape, which is composed of blue, gray, and purple pixels representing distant skyscrapers. The piece blends retro 8-bit aesthetics with a futuristic biomechanical vibe.\n\nVisual Quality Analysis:\nThe video presents a clear pixel-art rendering with generally good clarity. The resolution is sufficient to discern individual pixels, and the overall sharpness is solid across frames. There are no major distortions or artifacts, and brightness/contrast remain stable. However, there are minor imperfections typical of pixel art (subtle aliasing and occasional slight softness in fine details) that prevent a perfect top score. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely follows the prompt: it shows a steady close-up of a pixel-art mantis from a slightly upward angle, with a green body, two red compound eyes, and raised sickle-shaped forelegs. The background conveys a pixelated cityscape with blue, gray, and purple tones, and the scene includes the intended depth-of-field effect. Some specific prompt elements are not fully realized: the carapace does not display the described silver/cyan palette, and the metallic sheen is not strongly conveyed. Despite these gaps, the overall composition, subject focus, and stylistic intent align well with the prompt, yielding a strong alignment score around 4.\n\nPhysical/Common-sense Consistency:\nThe piece maintains coherent internal logic within a stylized pixel-art framework. Proportions and anatomy are plausible for a mantis in this artistic approach, and lighting/shadows support the perceived depth. While some aspects diverge from strict real-world physics due to the stylization, they remain consistent with the intended aesthetic and do not break immersion. Overall, Physical/Common-sense Consistency is solid, corresponding to a score of 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 1530,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_11/index_2258_seed_1530_dp_23_rank_46_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.3125,
+ "avg": 8.328125,
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+ "question": "steady close-up shot, shot from a slightly upward perspective, focuses on a mantis made entirely of pixels, ensconced in a pure world of pixel art. The mantis arches its powerful body, its back covered in a carapace of bright silver and cyan pixels. Illuminated by a virtual overhead light, the carapace clearly simulates a strong metallic sheen, with a sharp contrast between the highlights and dark areas. Its main body is composed of varying shades of green. Atop its triangular head, two enormous red compound eyes blaze with intensity, while its two sickle-shaped forelegs, raised high, feature jagged pixel outlines, imbued with a sense of aggression. A very shallow depth of field blurs the pixelated cityscape in the background. This distant cityscape is composed of massive, soft blue, gray, and purple pixels stacked together to represent distant skyscrapers. The distinct layers of color create a simple yet profound sense of space. The entire picture combines the nostalgia of retro 8-bit video games with a futuristic biomechanical aesthetic. The contrast between the bright subject and the soft background appears both tense and highly stylized.",
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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 steady close-up of a pixel-art mantis with a distinctive color scheme and lighting. The video largely follows the intended setup but does not fully realize the described details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe video presents a pixel-art mantis with a reasonably clear subject and a shallow depth of field that blurs the background. However, there are noticeable issues: occasional frame-to-frame instability, minor aliasing or compression artifacts, and some color banding in the background. The overall visual quality is acceptable but not high-end, aligning with a mid-level score.\n\nText-to-Video Alignment Analysis:\nThe video captures the core idea of a pixel-art mantis in a close-up with a blurred background, but several key prompt elements are not faithfully reproduced. The carapace coloration and metallic sheen are not convincingly rendered; the two red compound eyes are present but not emphasized as described; the two sickle-shaped forelegs are visible but not clearly articulated. The background cityscape is only loosely suggested, and the overall alignment remains moderate rather than exact.\n\nPhysical/Common-sense Consistency:\nThe piece maintains a coherent pixel-art representation with plausible anatomy within the stylized framework. There are no obvious logical contradictions, though some design choices (e.g., exaggerated eye prominence, simplified leg articulation) reflect artistic interpretation rather than strict realism. Overall, physical consistency is maintained at a mid level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 2.34375,
+ "MQ": 3.046875,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady close-up of a pixel-art mantis with a distinctive color scheme and lighting. The video largely follows the intended setup but does not fully realize the described details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe video presents a pixel-art mantis with a reasonably clear subject and a shallow depth of field that blurs the background. However, there are noticeable issues: occasional frame-to-frame instability, minor aliasing or compression artifacts, and some color banding in the background. The overall visual quality is acceptable but not high-end, aligning with a mid-level score.\n\nText-to-Video Alignment Analysis:\nThe video captures the core idea of a pixel-art mantis in a close-up with a blurred background, but several key prompt elements are not faithfully reproduced. The carapace coloration and metallic sheen are not convincingly rendered; the two red compound eyes are present but not emphasized as described; the two sickle-shaped forelegs are visible but not clearly articulated. The background cityscape is only loosely suggested, and the overall alignment remains moderate rather than exact.\n\nPhysical/Common-sense Consistency:\nThe piece maintains a coherent pixel-art representation with plausible anatomy within the stylized framework. There are no obvious logical contradictions, though some design choices (e.g., exaggerated eye prominence, simplified leg articulation) reflect artistic interpretation rather than strict realism. Overall, physical consistency is maintained at a mid level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_12/index_tensor([629, 629])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_12/index_tensor([629, 629])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f47238c4f5b1a4ce93a75583d94d341f2f712f2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_12/index_tensor([629, 629])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 2274,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_12/index_629_seed_2274_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 1.703125,
+ "video_score2_overall": 7.9375,
+ "avg": 7.921875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility.",
+ "token_credit_reward": 7.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an elderly couple performing slow, synchronized Tai Chi in a park setting with morning light, wearing light-colored outfits, and a tranquil, harmonious mood. The video largely reflects these elements, including the park backdrop, warm lighting, and the general activity. However, some specific details (e.g., exact clothing tones, precise arm arcs) are not perfectly matched, resulting in a strong but not flawless alignment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate. The frames show decent resolution and clear depiction of the subjects, with natural color rendering and consistent lighting. There are occasional minor artifacts or slight softness that prevent a high-end look, but no major distortions or instability. The sequence remains coherent and stable, supporting a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video aligns well with the prompt: it presents an elderly couple in a park setting performing slow, coordinated movements with a tranquil atmosphere. Most key aspects—park environment, morning lighting, and the general activity—are captured. Some minor deviations exist in fine-grained details (e.g., exact arm positioning, hair styling nuances), but they do not significantly detract from overall alignment. Overall, Text-to-Video Alignment is strong, corresponding to a score around 4.\n\nPhysical/Common-sense Consistency:\nMovements appear plausible and generally adhere to expected biomechanics for a calm outdoor exercise routine. There are no glaring inconsistencies, and the scene maintains believable physics and interaction with the environment. Minor timing or pose refinements could improve realism, but the overall physical consistency is solid.\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": 2.890625,
+ "TA": 3.328125,
+ "MQ": 1.703125,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an elderly couple performing slow, synchronized Tai Chi in a park setting with morning light, wearing light-colored outfits, and a tranquil, harmonious mood. The video largely reflects these elements, including the park backdrop, warm lighting, and the general activity. However, some specific details (e.g., exact clothing tones, precise arm arcs) are not perfectly matched, resulting in a strong but not flawless alignment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate. The frames show decent resolution and clear depiction of the subjects, with natural color rendering and consistent lighting. There are occasional minor artifacts or slight softness that prevent a high-end look, but no major distortions or instability. The sequence remains coherent and stable, supporting a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video aligns well with the prompt: it presents an elderly couple in a park setting performing slow, coordinated movements with a tranquil atmosphere. Most key aspects—park environment, morning lighting, and the general activity—are captured. Some minor deviations exist in fine-grained details (e.g., exact arm positioning, hair styling nuances), but they do not significantly detract from overall alignment. Overall, Text-to-Video Alignment is strong, corresponding to a score around 4.\n\nPhysical/Common-sense Consistency:\nMovements appear plausible and generally adhere to expected biomechanics for a calm outdoor exercise routine. There are no glaring inconsistencies, and the scene maintains believable physics and interaction with the environment. Minor timing or pose refinements could improve realism, but the overall physical consistency is solid.\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": "long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility.",
+ "seed": 2275,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_12/index_629_seed_2275_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": 2.53125,
+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 9.375,
+ "avg": 9.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an elderly couple performing slow, synchronized Tai Chi in a park setting with morning light, wearing light-colored silk outfits, and a tranquil, harmonious mood. The video largely reflects these elements, including the park backdrop, the warm lighting, and the general activity. However, there are minor deviations in some details (e.g., exact attire shade or accessory placement) that prevent a perfect match. Overall, the alignment is strong but not flawless.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subjects and environment, with consistent lighting and color balance. There are occasional minor artifacts and slight softness in certain frames, which slightly detract from sharpness but do not dominate the viewing experience. Transitions between frames remain reasonably smooth, supporting a coherent overall impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is high (score 4). The video captures the core elements—elderly couple, outdoor park setting, morning illumination, and slow, coordinated movement. Minor discrepancies exist in fine-grained details such as exact clothing tones or accessory placements, but these do not significantly undermine the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The movements appear generally plausible and the interaction with the environment feels believable, with no major violations of physics. Some small timing or pose nuances may be slightly off, yet they do not disrupt 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": 2.53125,
+ "TA": 3.859375,
+ "MQ": 3.0,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an elderly couple performing slow, synchronized Tai Chi in a park setting with morning light, wearing light-colored silk outfits, and a tranquil, harmonious mood. The video largely reflects these elements, including the park backdrop, the warm lighting, and the general activity. However, there are minor deviations in some details (e.g., exact attire shade or accessory placement) that prevent a perfect match. Overall, the alignment is strong but not flawless.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subjects and environment, with consistent lighting and color balance. There are occasional minor artifacts and slight softness in certain frames, which slightly detract from sharpness but do not dominate the viewing experience. Transitions between frames remain reasonably smooth, supporting a coherent overall impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is high (score 4). The video captures the core elements—elderly couple, outdoor park setting, morning illumination, and slow, coordinated movement. Minor discrepancies exist in fine-grained details such as exact clothing tones or accessory placements, but these do not significantly undermine the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The movements appear generally plausible and the interaction with the environment feels believable, with no major violations of physics. Some small timing or pose nuances may be slightly off, yet they do not disrupt the overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 2276,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_12/index_629_seed_2276_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 3.984375,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.875,
+ "avg": 9.859375,
+ "reward_records": [
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+ "question": "long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes: \"long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility\" \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-end look. The lighting remains warm and consistent, and color grading supports the tranquil mood, yet some fine details are not as crisp as ideal. The sequence appears stable with no major distortions, but the overall sharpness and artifact control do not reach top-tier levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents an elderly couple performing slow, synchronized movements in a park setting with a long, steady shot and a level angle. The man’s white silk attire and the woman’s light blue outfit align with the description, and the background elements (trees, pavilion) match the prompt. Minor deviations exist in hair styling and some background details, but these do not significantly detract from the overall correspondence. The scene conveys a tranquil, harmonious moment consistent with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear generally plausible and controlled, with believable body mechanics for a slow Tai Chi routine. There are occasional small timing or pose nuances that feel slightly off, preventing a flawless demonstration of technique. Overall, the actions remain coherent and credible within the scene.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.8125,
+ "TA": 3.984375,
+ "MQ": 3.0625,
+ "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: \"long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility\" \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-end look. The lighting remains warm and consistent, and color grading supports the tranquil mood, yet some fine details are not as crisp as ideal. The sequence appears stable with no major distortions, but the overall sharpness and artifact control do not reach top-tier levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents an elderly couple performing slow, synchronized movements in a park setting with a long, steady shot and a level angle. The man’s white silk attire and the woman’s light blue outfit align with the description, and the background elements (trees, pavilion) match the prompt. Minor deviations exist in hair styling and some background details, but these do not significantly detract from the overall correspondence. The scene conveys a tranquil, harmonious moment consistent with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear generally plausible and controlled, with believable body mechanics for a slow Tai Chi routine. There are occasional small timing or pose nuances that feel slightly off, preventing a flawless demonstration of technique. Overall, the actions remain coherent and credible within the scene.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility.",
+ "seed": 2277,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_12/index_629_seed_2277_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": 3.15625,
+ "video_score2_ta": 4.03125,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.375,
+ "avg": 10.34375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes: \"long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the elderly couple, with natural lighting and a believable color palette. There are no major distortions or artifacts, but some minor softness and occasional compression noise prevent a higher rating. The sequence remains stable and coherent, with consistent framing and smooth motion, though not exceptionally sharp throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video faithfully represents the key elements: an elderly couple with graying hair, standing on a spacious lawn in a park, wearing appropriate white and light-blue silk outfits, performing slow, synchronized Tai Chi with controlled arm arcs, and a tranquil, harmonious mood. The background features—lush trees and a distant pavilion—are present and contribute to the scene. Minor deviations may exist in fine-grained details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear plausible and the interaction between the two practitioners reads as natural, with clothing draping realistically and environmental lighting behaving consistently. However, there are subtle cues that prevent a higher score: occasional stiffness in arm transitions and slight mismatches in shadow direction or depth cues in a few frames, which keep the overall realism at a solid but not exceptional 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": 3.15625,
+ "TA": 4.03125,
+ "MQ": 3.15625,
+ "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: \"long, steady shot, shot from a level angle, captures an elderly couple with graying hair standing on a spacious lawn in a park. The first rays of morning's golden sunlight penetrate the mist and foliage, casting soft, dappled shadows across the grass, illuminating the scene with a warm hue. The man, dressed in a loose-fitting white silk Tai Chi suit, has meticulously combed, though completely gray. The woman, wearing a similarly elegant light blue Tai Chi suit, has her silver hair elegantly tied into a bun. The two practice Tai Chi slowly and synchronously, their movements flowing like water. Their arms, steady and deliberate, draw a perfect arc, slowly extending from their chests and gently retracting. Each movement and turn is imbued with control and inner calm, revealing a perfect harmony cultivated over the years. In the background, several tall, lush ancient trees stand, and a classical pavilion looms in the distance. The entire scene is permeated with an atmosphere of profound tranquility, peace, and a sense of peace and tranquility\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the elderly couple, with natural lighting and a believable color palette. There are no major distortions or artifacts, but some minor softness and occasional compression noise prevent a higher rating. The sequence remains stable and coherent, with consistent framing and smooth motion, though not exceptionally sharp throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video faithfully represents the key elements: an elderly couple with graying hair, standing on a spacious lawn in a park, wearing appropriate white and light-blue silk outfits, performing slow, synchronized Tai Chi with controlled arm arcs, and a tranquil, harmonious mood. The background features—lush trees and a distant pavilion—are present and contribute to the scene. Minor deviations may exist in fine-grained details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear plausible and the interaction between the two practitioners reads as natural, with clothing draping realistically and environmental lighting behaving consistently. However, there are subtle cues that prevent a higher score: occasional stiffness in arm transitions and slight mismatches in shadow direction or depth cues in a few frames, which keep the overall realism at a solid but not exceptional level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_13/index_tensor([1397, 1397])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_13/index_tensor([1397, 1397])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb26bf623d367906507a2d882680e6c7aeb79e2c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_13/index_tensor([1397, 1397])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 26590,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_13/index_1397_seed_26590_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.84375,
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+ "video_score2_overall": 7.75,
+ "avg": 7.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a fixed medium shot, a majestic griffin swoops down from a swirling mass of clouds, awash in dramatic light and shadow, its massive bronze and dark brown wings fully extended, stirring the air. This mythical creature possesses the sharp head of a golden eagle, its amber eyes blazing with predatory fury, while its muscular, lion-like hindquarters brims with power. On the ground, a knight in a full suit of ornate heavy armor stands poised on horseback. His mirror-polished steel, intricately engraved with gold ornamentation, reflects the golden beams streaming through gaps in the clouds, reminiscent of a Titian painting. The knight holds a massive, kite-shaped steel shield, scarred by battle. His face is hidden behind the T-shaped slit of his helmet, his jaw set in a steely determination. With a deafening metallic clang, the griffin's massive, obsidian-gleaming claws lashed out with thunderous force at the knight's raised shield. The impact unleashed a dazzling storm of sparks, sending countless fiery particles cascading like a cascade. The entire dynamic scene was imbued with the rich colors and intense chiaroscuro characteristic of the Venetian School. The warm ochre ground, the deep red reflected from the knight's armor, and the profound Prussian blue of the sky intertwined, while the flowing golden highlights and deep shadows combined to create a visual atmosphere of epic grandeur and dynamic tension.",
+ "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 dramatic medieval fantasy scene featuring a griffin swooping down from a clouded sky, a knight on horseback, and an epic confrontation with sparks and dynamic lighting. The video captures some elements of the intended mood (dramatic lighting, a knight figure, and a large bird-like creature), but it does not realize the central mythological subject or the described action. Overall, the alignment with the prompt is limited and does not faithfully reproduce the key narrative components.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some softness and occasional artifacts. The lighting remains dramatic and the color palette is warm, but overall sharpness and fine detail are lacking. Transitions between frames are generally smooth, yet the image fidelity does not reach high-quality standards. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt-relevant elements such as a knight on horseback and a large winged creature, and it conveys a dramatic atmosphere. However, the central mythological subject (a griffin) and the specific action described in the prompt (the griffin swooping down and striking the knight with claws) are not realized. The alignment is partial and does not fully satisfy the prompt requirements. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in anatomy and motion. The creature’s form and wing articulation appear awkward, and the interaction with the knight lacks convincing physical dynamics. While the scene maintains a stylized fantasy look, these issues undermine plausible physical behavior and common-sense expectations. Overall, Physical/Common-sense Consistency is low (score 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": 2.84375,
+ "TA": 2.140625,
+ "MQ": 2.765625,
+ "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 dramatic medieval fantasy scene featuring a griffin swooping down from a clouded sky, a knight on horseback, and an epic confrontation with sparks and dynamic lighting. The video captures some elements of the intended mood (dramatic lighting, a knight figure, and a large bird-like creature), but it does not realize the central mythological subject or the described action. Overall, the alignment with the prompt is limited and does not faithfully reproduce the key narrative components.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some softness and occasional artifacts. The lighting remains dramatic and the color palette is warm, but overall sharpness and fine detail are lacking. Transitions between frames are generally smooth, yet the image fidelity does not reach high-quality standards. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt-relevant elements such as a knight on horseback and a large winged creature, and it conveys a dramatic atmosphere. However, the central mythological subject (a griffin) and the specific action described in the prompt (the griffin swooping down and striking the knight with claws) are not realized. The alignment is partial and does not fully satisfy the prompt requirements. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in anatomy and motion. The creature’s form and wing articulation appear awkward, and the interaction with the knight lacks convincing physical dynamics. While the scene maintains a stylized fantasy look, these issues undermine plausible physical behavior and common-sense expectations. Overall, Physical/Common-sense Consistency is low (score 2).\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 26591,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_13/index_1397_seed_26591_dp_26_rank_52_sample_1_slot_1.mp4",
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+ "token_credit_reward": 7.40625,
+ "selected_reward": 7.40625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 fixed medium shot\n- A majestic griffin swooping down from a swirling mass of clouds\n- Dramatic light and shadow\n- Massive bronze and dark brown wings fully extended\n- Stirring the air\n- Golden eagle head with amber eyes blazing with predatory fury\n- Muscular, lion-like hindquarters with power\n- A knight in full ornate heavy armor on horseback\n- Mirror-polished steel with gold ornamentation\n- Reflecting golden beams through gaps in clouds\n- Resembling a Titian painting\n- Knight holding a massive kite-shaped shield\n- Scarred by battle\n- Face hidden behind T-shaped helmet slit\n- Steely determination\n- Griffin's massive obsidian-gleaming claws lashing out\n- Impact creating dazzling storm of sparks\n- Fiery particles cascading like a cascade\n- Rich colors and intense chiaroscuro of the Venetian School\n- Warm ochre ground\n- Deep red reflected from knight's armor\n- Prussian blue of the sky\n- Flowing golden highlights and deep shadows\n\nNow let me analyze the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The frames show decent detail and a cinematic look with warm lighting, but there are occasional softness and minor artifacts that prevent a high-fidelity impression. The eagle and knight are identifiable, and the color palette aligns with the intended mood, yet some frames exhibit slight inconsistencies in texture or edge definition. Overall, the visuals convey the intended dramatic atmosphere without achieving exceptional sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video includes an eagle and a knight figure, but several key elements described in the prompt are not realized. The central mythological creature (a griffin) is not depicted; instead, the scene centers on an eagle interacting with a knight. The dramatic sky and lighting echo parts of the prompt, but the specific composition and mythic narrative are not faithfully reproduced. The result captures some visual cues but diverges significantly from the requested mythic confrontation.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with the described scenario. The absence of a griffin and the mismatch between the expected mythic dynamics and the actual action reduce coherence with common-sense expectations. While the rendering of the eagle and armor appears plausible, the overall sequence does not convincingly support the intended dramatic confrontation, leading to a low level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "Overall": 7.40625
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A fixed medium shot\n- A majestic griffin swooping down from a swirling mass of clouds\n- Dramatic light and shadow\n- Massive bronze and dark brown wings fully extended\n- Stirring the air\n- Golden eagle head with amber eyes blazing with predatory fury\n- Muscular, lion-like hindquarters with power\n- A knight in full ornate heavy armor on horseback\n- Mirror-polished steel with gold ornamentation\n- Reflecting golden beams through gaps in clouds\n- Resembling a Titian painting\n- Knight holding a massive kite-shaped shield\n- Scarred by battle\n- Face hidden behind T-shaped helmet slit\n- Steely determination\n- Griffin's massive obsidian-gleaming claws lashing out\n- Impact creating dazzling storm of sparks\n- Fiery particles cascading like a cascade\n- Rich colors and intense chiaroscuro of the Venetian School\n- Warm ochre ground\n- Deep red reflected from knight's armor\n- Prussian blue of the sky\n- Flowing golden highlights and deep shadows\n\nNow let me analyze the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The frames show decent detail and a cinematic look with warm lighting, but there are occasional softness and minor artifacts that prevent a high-fidelity impression. The eagle and knight are identifiable, and the color palette aligns with the intended mood, yet some frames exhibit slight inconsistencies in texture or edge definition. Overall, the visuals convey the intended dramatic atmosphere without achieving exceptional sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video includes an eagle and a knight figure, but several key elements described in the prompt are not realized. The central mythological creature (a griffin) is not depicted; instead, the scene centers on an eagle interacting with a knight. The dramatic sky and lighting echo parts of the prompt, but the specific composition and mythic narrative are not faithfully reproduced. The result captures some visual cues but diverges significantly from the requested mythic confrontation.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with the described scenario. The absence of a griffin and the mismatch between the expected mythic dynamics and the actual action reduce coherence with common-sense expectations. While the rendering of the eagle and armor appears plausible, the overall sequence does not convincingly support the intended dramatic confrontation, leading to a low level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 26592,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_13/index_1397_seed_26592_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 2.65625,
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+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
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+ "token_credit_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic medieval fantasy scene featuring a majestic griffin swooping down from a swirling mass of clouds, a knight on horseback, and an epic confrontation with sparks and dynamic lighting. The video captures several elements of this concept but does not fully realize the central action described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the knight, horse, and environment, with warm, dramatic lighting and convincing atmospheric effects. However, there are occasional minor artifacts and slight inconsistencies in motion between frames that prevent a higher rating. The sequence remains coherent and visually engaging, but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes many requested elements such as the knight on horseback, ornate armor, dramatic lighting, and visible sparks. Yet the core action— the griffin swooping down and delivering a powerful, decisive strike against the knight—does not occur; the frames instead depict a static or minimally dynamic moment. This results in partial alignment rather than full fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The knight’s posture, horse anatomy, and environmental lighting are plausible and coherent. The absence of the central action reduces narrative coherence and the dramatic impact, but there are no glaring physical contradictions in the scene.\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": 2.65625,
+ "MQ": 2.859375,
+ "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 dramatic medieval fantasy scene featuring a majestic griffin swooping down from a swirling mass of clouds, a knight on horseback, and an epic confrontation with sparks and dynamic lighting. The video captures several elements of this concept but does not fully realize the central action described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the knight, horse, and environment, with warm, dramatic lighting and convincing atmospheric effects. However, there are occasional minor artifacts and slight inconsistencies in motion between frames that prevent a higher rating. The sequence remains coherent and visually engaging, but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes many requested elements such as the knight on horseback, ornate armor, dramatic lighting, and visible sparks. Yet the core action— the griffin swooping down and delivering a powerful, decisive strike against the knight—does not occur; the frames instead depict a static or minimally dynamic moment. This results in partial alignment rather than full fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The knight’s posture, horse anatomy, and environmental lighting are plausible and coherent. The absence of the central action reduces narrative coherence and the dramatic impact, but there are no glaring physical contradictions in the scene.\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": 26593,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_13/index_1397_seed_26593_dp_27_rank_54_sample_3_slot_1.mp4",
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+ "token_credit_reward": 7.625,
+ "selected_reward": 7.625,
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+ 3,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 medieval fantasy scene featuring a griffin swooping down from clouds, a knight on horseback, and an epic confrontation with dynamic lighting and vivid colors. The video, however, centers on a static or near-static composition with a bird perched on a shield, lacking the described motion and narrative progression. Key elements such as the griffin’s flight, the knight on horseback, the dramatic confrontation, and the intense color palette are not realized in the footage.\n\nVisual Quality Assessment:\nThe visuals are serviceable but do not reach high-end quality. The resolution is adequate and the bird and shield are discernible, yet there are noticeable limitations: occasional softness, minor compression artifacts, and some color grading inconsistencies across frames. Lighting is present but does not consistently deliver strong dramatic contrast, and the overall polish is moderate rather than cinematic. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and the actual video content. The core elements—griffin in flight, knight on horseback, dramatic confrontation, and the rich, dynamic color scheme—are missing. Instead, the video presents a stationary or minimally animated scene with a bird perched on a shield, which fails to capture the intended epic narrative and visual intensity. This represents a severe misalignment with the original creative direction.\n\nPhysical/Common-sense Consistency Assessment:\nFrom a basic realism standpoint, the bird-on-shield arrangement is physically plausible, and the proportions appear reasonable. However, the lack of motion, action, and interaction reduces the perceived coherence with the described dynamic scene. The result is a technically feasible but narratively incongruent depiction that does not convey the intended dramatic moment.\n\nOverall assessment:\nThe video demonstrates moderate visual quality but fails to meet the prompt’s core requirements in terms of narrative fidelity and dynamic storytelling. The alignment with the requested scene is poor, and the physical consistency remains only marginally relevant given the absence of the intended action.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 3.375,
+ "TA": 1.90625,
+ "MQ": 2.34375,
+ "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 medieval fantasy scene featuring a griffin swooping down from clouds, a knight on horseback, and an epic confrontation with dynamic lighting and vivid colors. The video, however, centers on a static or near-static composition with a bird perched on a shield, lacking the described motion and narrative progression. Key elements such as the griffin’s flight, the knight on horseback, the dramatic confrontation, and the intense color palette are not realized in the footage.\n\nVisual Quality Assessment:\nThe visuals are serviceable but do not reach high-end quality. The resolution is adequate and the bird and shield are discernible, yet there are noticeable limitations: occasional softness, minor compression artifacts, and some color grading inconsistencies across frames. Lighting is present but does not consistently deliver strong dramatic contrast, and the overall polish is moderate rather than cinematic. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and the actual video content. The core elements—griffin in flight, knight on horseback, dramatic confrontation, and the rich, dynamic color scheme—are missing. Instead, the video presents a stationary or minimally animated scene with a bird perched on a shield, which fails to capture the intended epic narrative and visual intensity. This represents a severe misalignment with the original creative direction.\n\nPhysical/Common-sense Consistency Assessment:\nFrom a basic realism standpoint, the bird-on-shield arrangement is physically plausible, and the proportions appear reasonable. However, the lack of motion, action, and interaction reduces the perceived coherence with the described dynamic scene. The result is a technically feasible but narratively incongruent depiction that does not convey the intended dramatic moment.\n\nOverall assessment:\nThe video demonstrates moderate visual quality but fails to meet the prompt’s core requirements in terms of narrative fidelity and dynamic storytelling. The alignment with the requested scene is poor, and the physical consistency remains only marginally relevant given the absence of the intended action.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_14/index_tensor([6503, 6503])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_14/index_tensor([6503, 6503])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..68e73772a80bbf79deb5521cd37ca1439c44bee5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_14/index_tensor([6503, 6503])_group_14_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, high-speed, slow-motion shot of a majestic ancient monarch atop a grand palace terrace. He wears a magnificent dragon robe crafted from deep black silk with a lifelike, five-clawed golden dragon embroidered in dazzling gold and multicolored threads. The scene features a setting sun with intense backlighting that creates a sharp silhouette and a golden rim light around the head, shoulders, arms, and blade. The sequence includes a lean-back posture, a forward lunge, and a sword swing with dynamic motion.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Lighting is dramatic and consistent with the described backlighting, yet it does not achieve the level of polish seen in top-tier renders. The character remains identifiable across frames, and there are no major distortions or abrupt frame-to-frame changes. The composition and color palette align with the intended mood, though fine details may be less crisp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low-angle perspective, a figure in ornate attire, a setting sun, and a dramatic rim light. The dragon robe and the presence of a sword are evident, and the silhouette and motion convey the intended drama. Some nuanced details—such as exact fabric texture and subtle lighting nuances—are not perfectly matched, but the essential narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and general movement feel plausible, and the sword handling appears believable within the stylized context. However, there are minor inconsistencies in weight transfer during the lunge and in the interaction between the robe dynamics and the momentum, which prevent a higher level of realism. Overall, the scene maintains coherent physical logic without breaking immersion.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 3.421875,
+ "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 the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, high-speed, slow-motion shot of a majestic ancient monarch atop a grand palace terrace. He wears a magnificent dragon robe crafted from deep black silk with a lifelike, five-clawed golden dragon embroidered in dazzling gold and multicolored threads. The scene features a setting sun with intense backlighting that creates a sharp silhouette and a golden rim light around the head, shoulders, arms, and blade. The sequence includes a lean-back posture, a forward lunge, and a sword swing with dynamic motion.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Lighting is dramatic and consistent with the described backlighting, yet it does not achieve the level of polish seen in top-tier renders. The character remains identifiable across frames, and there are no major distortions or abrupt frame-to-frame changes. The composition and color palette align with the intended mood, though fine details may be less crisp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low-angle perspective, a figure in ornate attire, a setting sun, and a dramatic rim light. The dragon robe and the presence of a sword are evident, and the silhouette and motion convey the intended drama. Some nuanced details—such as exact fabric texture and subtle lighting nuances—are not perfectly matched, but the essential narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and general movement feel plausible, and the sword handling appears believable within the stylized context. However, there are minor inconsistencies in weight transfer during the lunge and in the interaction between the robe dynamics and the momentum, which prevent a higher level of realism. Overall, the scene maintains coherent physical logic without breaking immersion.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, high-speed, slow-motion shot captures a majestic ancient monarch atop a grand palace terrace. He clad in a magnificent dragon robe crafted from the finest deep black silk, meticulously embroidered with a lifelike, five-clawed golden dragon in dazzling gold and multicolored threads. Its scales shimmered in the light. He clutched a heavy, ancient sword, the hilt gleaming with a faint shimmer of gemstones. Behind him, the setting sun shone with a dazzling brilliance. This intense backlight enveloped his entire form, creating a sharp silhouette. Only a dazzling golden rim light precisely outlined every inch of his head, shoulders, arms, and blade. He leaned back to gather strength, then lunged forward, swinging his sword with unstoppable force. The blade traced a sharp, graceful arc through the air, sending his long black hair and the wide sleeves of his robe flying in the air. The main colors of the entire picture are deep dark colors and fiery gold, forming a strong visual contrast, creating an atmosphere of solemnity, epic tension and decisive power.",
+ "seed": 9042,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_14/index_6503_seed_9042_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.484375,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.8125,
+ "avg": 8.8125,
+ "reward_records": [
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+ "question": "low-angle, high-speed, slow-motion shot captures a majestic ancient monarch atop a grand palace terrace. He clad in a magnificent dragon robe crafted from the finest deep black silk, meticulously embroidered with a lifelike, five-clawed golden dragon in dazzling gold and multicolored threads. Its scales shimmered in the light. He clutched a heavy, ancient sword, the hilt gleaming with a faint shimmer of gemstones. Behind him, the setting sun shone with a dazzling brilliance. This intense backlight enveloped his entire form, creating a sharp silhouette. Only a dazzling golden rim light precisely outlined every inch of his head, shoulders, arms, and blade. He leaned back to gather strength, then lunged forward, swinging his sword with unstoppable force. The blade traced a sharp, graceful arc through the air, sending his long black hair and the wide sleeves of his robe flying in the air. The main colors of the entire picture are deep dark colors and fiery gold, forming a strong visual contrast, creating an atmosphere of solemnity, epic tension and decisive power.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, high-speed, slow-motion shot featuring a majestic ancient monarch atop a grand palace terrace. He wears a magnificent dragon robe crafted from deep black silk with a lifelike, five-clawed golden dragon embroidered in dazzling gold and multicolored threads. The scene includes a heavy ancient sword with a hilt that gleams with a faint shimmer of gemstones, a setting sun with dazzling brilliance, backlighting that creates a sharp silhouette, and a golden rim light outlining the figure. The action should show the character leaning back to gather strength, then lunging forward with the sword in a sweeping arc, with hair and robes moving dramatically. The overall color palette is deep darks with fiery gold, aiming for a solemn, epic mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during fast sword movements, occasional compression artifacts, and slight color desaturation or banding under strong backlighting. While the silhouette and rim lighting remain readable, fine details such as embroidery textures and subtle reflections can be lost in certain moments. The sequence remains coherent and legible, 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 presents the core elements: a low-angle composition, a regal figure, ornate attire, a heavy sword, dramatic sunset lighting, and a sweeping sword arc with dynamic motion. The major components described in the prompt are captured, and the scene conveys the intended epic atmosphere. Minor deviations exist in exact timing of the lean-back/ lunging moment and in the precise visibility of some fine-grained details, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and the general physics of the scene are believable, and the sword arc reads as plausible within the stylized context. However, there are occasional inconsistencies in motion dynamics and fabric behavior during rapid movement, and some interactions between light, shadow, and the figure could be more tightly integrated. Overall, the scene maintains coherence, but it does not achieve flawless 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": 2.484375,
+ "TA": 3.484375,
+ "MQ": 2.84375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, high-speed, slow-motion shot featuring a majestic ancient monarch atop a grand palace terrace. He wears a magnificent dragon robe crafted from deep black silk with a lifelike, five-clawed golden dragon embroidered in dazzling gold and multicolored threads. The scene includes a heavy ancient sword with a hilt that gleams with a faint shimmer of gemstones, a setting sun with dazzling brilliance, backlighting that creates a sharp silhouette, and a golden rim light outlining the figure. The action should show the character leaning back to gather strength, then lunging forward with the sword in a sweeping arc, with hair and robes moving dramatically. The overall color palette is deep darks with fiery gold, aiming for a solemn, epic mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during fast sword movements, occasional compression artifacts, and slight color desaturation or banding under strong backlighting. While the silhouette and rim lighting remain readable, fine details such as embroidery textures and subtle reflections can be lost in certain moments. The sequence remains coherent and legible, 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 presents the core elements: a low-angle composition, a regal figure, ornate attire, a heavy sword, dramatic sunset lighting, and a sweeping sword arc with dynamic motion. The major components described in the prompt are captured, and the scene conveys the intended epic atmosphere. Minor deviations exist in exact timing of the lean-back/ lunging moment and in the precise visibility of some fine-grained details, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and the general physics of the scene are believable, and the sword arc reads as plausible within the stylized context. However, there are occasional inconsistencies in motion dynamics and fabric behavior during rapid movement, and some interactions between light, shadow, and the figure could be more tightly integrated. Overall, the scene maintains coherence, but it does not achieve flawless physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, high-speed, slow-motion shot captures a majestic ancient monarch atop a grand palace terrace. He clad in a magnificent dragon robe crafted from the finest deep black silk, meticulously embroidered with a lifelike, five-clawed golden dragon in dazzling gold and multicolored threads. Its scales shimmered in the light. He clutched a heavy, ancient sword, the hilt gleaming with a faint shimmer of gemstones. Behind him, the setting sun shone with a dazzling brilliance. This intense backlight enveloped his entire form, creating a sharp silhouette. Only a dazzling golden rim light precisely outlined every inch of his head, shoulders, arms, and blade. He leaned back to gather strength, then lunged forward, swinging his sword with unstoppable force. The blade traced a sharp, graceful arc through the air, sending his long black hair and the wide sleeves of his robe flying in the air. The main colors of the entire picture are deep dark colors and fiery gold, forming a strong visual contrast, creating an atmosphere of solemnity, epic tension and decisive power.",
+ "seed": 9043,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_14/index_6503_seed_9043_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": 3.078125,
+ "video_score2_ta": 3.0625,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.1875,
+ "avg": 9.21875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, high-speed, slow-motion shot captures a majestic ancient monarch atop a grand palace terrace. He clad in a magnificent dragon robe crafted from the finest deep black silk, meticulously embroidered with a lifelike, five-clawed golden dragon in dazzling gold and multicolored threads. Its scales shimmered in the light. He clutched a heavy, ancient sword, the hilt gleaming with a faint shimmer of gemstones. Behind him, the setting sun shone with a dazzling brilliance. This intense backlight enveloped his entire form, creating a sharp silhouette. Only a dazzling golden rim light precisely outlined every inch of his head, shoulders, arms, and blade. He leaned back to gather strength, then lunged forward, swinging his sword with unstoppable force. The blade traced a sharp, graceful arc through the air, sending his long black hair and the wide sleeves of his robe flying in the air. The main colors of the entire picture are deep dark colors and fiery gold, forming a strong visual contrast, creating an atmosphere of solemnity, epic tension and decisive power.",
+ "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 low-angle, high-speed, slow-motion shot featuring a majestic ancient monarch atop a grand palace terrace. He wears a magnificent dragon robe crafted from deep black silk with a lifelike, five-clawed golden dragon embroidered in dazzling gold and multicolored threads. The scales shimmer in the light, and he clutches a heavy, ancient sword with a hilt that gleams with a faint shimmer of gemstones. Behind him, the setting sun shines with dazzling brilliance, producing a sharp silhouette as intense backlighting envelops his entire form. A dazzling golden rim light outlines every inch of his head, shoulders, arms, and blade. He leans back to gather strength, then lunges forward, swinging his sword with unstoppable force. The blade traces a sharp, graceful arc through the air, sending his long black hair and the wide sleeves of his robe flying in the air. The main colors are deep dark tones and fiery gold, creating a strong visual contrast and an atmosphere of solemnity, epic tension, and decisive power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in costume and architecture, but there are occasional minor artifacts and slight inconsistencies in lighting across shots. The sequence remains coherent and the subject is well defined, though it does not reach high-end cinematic polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle composition, a figure in ornate attire, a palace backdrop, and a dramatic sunset lighting that creates a silhouette. The sword presence and general mood align with the description. Some nuanced aspects—such as exact fabric texture and subtle motion dynamics—are not fully realized, but the major components and atmosphere match closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions and pose read plausibly, and the sword handling appears reasonable within the scene. However, there are minor inconsistencies in lighting interaction and fabric behavior that prevent a higher level of realism, though no obvious physics violations are present.\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": 3.078125,
+ "TA": 3.0625,
+ "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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, high-speed, slow-motion shot featuring a majestic ancient monarch atop a grand palace terrace. He wears a magnificent dragon robe crafted from deep black silk with a lifelike, five-clawed golden dragon embroidered in dazzling gold and multicolored threads. The scales shimmer in the light, and he clutches a heavy, ancient sword with a hilt that gleams with a faint shimmer of gemstones. Behind him, the setting sun shines with dazzling brilliance, producing a sharp silhouette as intense backlighting envelops his entire form. A dazzling golden rim light outlines every inch of his head, shoulders, arms, and blade. He leans back to gather strength, then lunges forward, swinging his sword with unstoppable force. The blade traces a sharp, graceful arc through the air, sending his long black hair and the wide sleeves of his robe flying in the air. The main colors are deep dark tones and fiery gold, creating a strong visual contrast and an atmosphere of solemnity, epic tension, and decisive power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in costume and architecture, but there are occasional minor artifacts and slight inconsistencies in lighting across shots. The sequence remains coherent and the subject is well defined, though it does not reach high-end cinematic polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle composition, a figure in ornate attire, a palace backdrop, and a dramatic sunset lighting that creates a silhouette. The sword presence and general mood align with the description. Some nuanced aspects—such as exact fabric texture and subtle motion dynamics—are not fully realized, but the major components and atmosphere match closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions and pose read plausibly, and the sword handling appears reasonable within the scene. However, there are minor inconsistencies in lighting interaction and fabric behavior that prevent a higher level of realism, though no obvious physics violations are present.\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, high-speed, slow-motion shot captures a majestic ancient monarch atop a grand palace terrace. He clad in a magnificent dragon robe crafted from the finest deep black silk, meticulously embroidered with a lifelike, five-clawed golden dragon in dazzling gold and multicolored threads. Its scales shimmered in the light. He clutched a heavy, ancient sword, the hilt gleaming with a faint shimmer of gemstones. Behind him, the setting sun shone with a dazzling brilliance. This intense backlight enveloped his entire form, creating a sharp silhouette. Only a dazzling golden rim light precisely outlined every inch of his head, shoulders, arms, and blade. He leaned back to gather strength, then lunged forward, swinging his sword with unstoppable force. The blade traced a sharp, graceful arc through the air, sending his long black hair and the wide sleeves of his robe flying in the air. The main colors of the entire picture are deep dark colors and fiery gold, forming a strong visual contrast, creating an atmosphere of solemnity, epic tension and decisive power.",
+ "seed": 9044,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_14/index_6503_seed_9044_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 9.375,
+ "avg": 9.375,
+ "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, high-speed, slow-motion shot featuring a majestic ancient monarch atop a grand palace terrace. He wears a magnificent dragon robe crafted from deep black silk with a lifelike, five-clawed golden dragon embroidered in dazzling gold and multicolored threads. The scene includes a heavy ancient sword with a gemstone-hilted hilt, a setting sun, backlighting that creates a sharp silhouette, and a golden rim light around the head, shoulders, arms, and blade. The action should show the character leaning back to gather strength, then lunging forward with the sword in a sweeping arc, with hair and robes moving dramatically. The overall color palette is deep darks with fiery gold, aiming for a solemn, epic mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable motion blur during fast movements and some softness in fine details. The character remains identifiable across frames, and the background architecture stays legible, though some textures appear less crisp due to motion and compression. There are no major distortions or artifacts, and 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 presents a low-angle perspective, a regal figure, ornate attire, and a dramatic sunset ambiance with backlighting and rim lighting. The sword presence and general composition align well with the description. Some specific elements—such as the exact dragon detailing and the precise arc of the sword—are not perfectly matched, and a few dynamic cues (e.g., the exact moment of the lunge or the hair/robe dynamics) are not captured with perfect precision. Nevertheless, the core narrative and visual intent are faithfully conveyed, yielding a high level of alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and coherent lighting interactions, and the character’s pose reads as believable within the stylized context. However, certain motion cues and fabric dynamics feel slightly exaggerated or understated relative to real-world physics, which prevents a higher score. Overall, the scene remains credible and internally consistent, but not perfectly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 3.578125,
+ "MQ": 3.0,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, high-speed, slow-motion shot featuring a majestic ancient monarch atop a grand palace terrace. He wears a magnificent dragon robe crafted from deep black silk with a lifelike, five-clawed golden dragon embroidered in dazzling gold and multicolored threads. The scene includes a heavy ancient sword with a gemstone-hilted hilt, a setting sun, backlighting that creates a sharp silhouette, and a golden rim light around the head, shoulders, arms, and blade. The action should show the character leaning back to gather strength, then lunging forward with the sword in a sweeping arc, with hair and robes moving dramatically. The overall color palette is deep darks with fiery gold, aiming for a solemn, epic mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable motion blur during fast movements and some softness in fine details. The character remains identifiable across frames, and the background architecture stays legible, though some textures appear less crisp due to motion and compression. There are no major distortions or artifacts, and 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 presents a low-angle perspective, a regal figure, ornate attire, and a dramatic sunset ambiance with backlighting and rim lighting. The sword presence and general composition align well with the description. Some specific elements—such as the exact dragon detailing and the precise arc of the sword—are not perfectly matched, and a few dynamic cues (e.g., the exact moment of the lunge or the hair/robe dynamics) are not captured with perfect precision. Nevertheless, the core narrative and visual intent are faithfully conveyed, yielding a high level of alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and coherent lighting interactions, and the character’s pose reads as believable within the stylized context. However, certain motion cues and fabric dynamics feel slightly exaggerated or understated relative to real-world physics, which prevents a higher score. Overall, the scene remains credible and internally consistent, but not perfectly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_15/index_tensor([8731, 8731])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_15/index_tensor([8731, 8731])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9da6d07d5d532244953aa7e3d9b4bd7e684a135b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_15/index_tensor([8731, 8731])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, low-angle, wide-angle shot captures the eerie majesty of an ancient oak tree, its massive, gnarled trunk, thick with dark, damp moss and deep cracks, rising from a ground shrouded in swirling fog. Under the cold, diffuse light of a stormy evening sky, its massive, skeletal branches dominate the upper frame, twisting and twitching with an unnatural, sentient energy. They don't sway, but rather gesticulate wildly and creak as they swing back and forth in sharp, violent movements, as if in a silent, agonized rage. The entire scene is violently disrupted by intermittent, jarring screen flickers that momentarily disrupt the image with digital noise and brief flashes of white, enhancing the aesthetic of the found-footage horror. The cool, desaturated color palette, dominated by deep blacks, muddy greens, and oppressive grays, combined with the tree's eerie writhing movements and visual glitches, creates an atmosphere of intense tension and otherworldly dread.",
+ "seed": 31051,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_15/index_8731_seed_31051_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": 3.265625,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 9.8125,
+ "avg": 9.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle, wide-angle shot captures the eerie majesty of an ancient oak tree, its massive, gnarled trunk, thick with dark, damp moss and deep cracks, rising from a ground shrouded in swirling fog. Under the cold, diffuse light of a stormy evening sky, its massive, skeletal branches dominate the upper frame, twisting and twitching with an unnatural, sentient energy. They don't sway, but rather gesticulate wildly and creak as they swing back and forth in sharp, violent movements, as if in a silent, agonized rage. The entire scene is violently disrupted by intermittent, jarring screen flickers that momentarily disrupt the image with digital noise and brief flashes of white, enhancing the aesthetic of the found-footage horror. The cool, desaturated color palette, dominated by deep blacks, muddy greens, and oppressive grays, combined with the tree's eerie writhing movements and visual glitches, creates an atmosphere of intense tension and otherworldly dread.",
+ "token_credit_reward": 9.8125,
+ "selected_reward": 9.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot featuring an ancient oak with a gnarled trunk, dark moss, and a ground shrouded in swirling fog under a cold, diffuse evening sky. The branches are massive and skeletal, with an unnatural, sentient energy and occasional jarring screen flickers that introduce digital noise and brief white flashes. The overall mood is one of intense tension and otherworldly dread, achieved through a cool desaturated palette and dynamic, violent movement.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the tree, trunk texture, and atmospheric fog, with consistent lighting and color grading. However, there are no standout visual refinements or cinematic enhancements; the sequence reads as competent rather than exceptional. No major artifacts are evident, but the lack of high-end polish keeps the quality at a mid level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are present: the ancient oak, gnarled trunk, dark moss, and the foggy ground under a cool evening sky. The branches appear massive and skeletal, and the scene conveys an eerie, otherworldly mood. Some aspects—such as explicit, ongoing motion of the branches and the described dynamic flicker—are not fully realized in the frames, but the essential components align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and fog behavior, with no obvious physics violations. The tree’s proportions and the environmental interactions feel believable. The more fantastical element of a living, sentient tree is presented as a stylistic device rather than a literal phenomenon, which remains coherent within the scene without breaking internal logic.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 3.328125,
+ "MQ": 3.203125,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot featuring an ancient oak with a gnarled trunk, dark moss, and a ground shrouded in swirling fog under a cold, diffuse evening sky. The branches are massive and skeletal, with an unnatural, sentient energy and occasional jarring screen flickers that introduce digital noise and brief white flashes. The overall mood is one of intense tension and otherworldly dread, achieved through a cool desaturated palette and dynamic, violent movement.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the tree, trunk texture, and atmospheric fog, with consistent lighting and color grading. However, there are no standout visual refinements or cinematic enhancements; the sequence reads as competent rather than exceptional. No major artifacts are evident, but the lack of high-end polish keeps the quality at a mid level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are present: the ancient oak, gnarled trunk, dark moss, and the foggy ground under a cool evening sky. The branches appear massive and skeletal, and the scene conveys an eerie, otherworldly mood. Some aspects—such as explicit, ongoing motion of the branches and the described dynamic flicker—are not fully realized in the frames, but the essential components align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting, and fog behavior, with no obvious physics violations. The tree’s proportions and the environmental interactions feel believable. The more fantastical element of a living, sentient tree is presented as a stylistic device rather than a literal phenomenon, which remains coherent within the scene without breaking internal logic.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, low-angle, wide-angle shot captures the eerie majesty of an ancient oak tree, its massive, gnarled trunk, thick with dark, damp moss and deep cracks, rising from a ground shrouded in swirling fog. Under the cold, diffuse light of a stormy evening sky, its massive, skeletal branches dominate the upper frame, twisting and twitching with an unnatural, sentient energy. They don't sway, but rather gesticulate wildly and creak as they swing back and forth in sharp, violent movements, as if in a silent, agonized rage. The entire scene is violently disrupted by intermittent, jarring screen flickers that momentarily disrupt the image with digital noise and brief flashes of white, enhancing the aesthetic of the found-footage horror. The cool, desaturated color palette, dominated by deep blacks, muddy greens, and oppressive grays, combined with the tree's eerie writhing movements and visual glitches, creates an atmosphere of intense tension and otherworldly dread.",
+ "seed": 31052,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_15/index_8731_seed_31052_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": 3.109375,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.75,
+ "avg": 9.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle, wide-angle shot captures the eerie majesty of an ancient oak tree, its massive, gnarled trunk, thick with dark, damp moss and deep cracks, rising from a ground shrouded in swirling fog. Under the cold, diffuse light of a stormy evening sky, its massive, skeletal branches dominate the upper frame, twisting and twitching with an unnatural, sentient energy. They don't sway, but rather gesticulate wildly and creak as they swing back and forth in sharp, violent movements, as if in a silent, agonized rage. The entire scene is violently disrupted by intermittent, jarring screen flickers that momentarily disrupt the image with digital noise and brief flashes of white, enhancing the aesthetic of the found-footage horror. The cool, desaturated color palette, dominated by deep blacks, muddy greens, and oppressive grays, combined with the tree's eerie writhing movements and visual glitches, creates an atmosphere of intense tension and otherworldly dread.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot featuring an ancient oak with a massive, gnarled trunk, thick dark moss, and deep cracks, rising from a ground shrouded in swirling fog. Under a cold, diffuse evening light, the scene should emphasize the tree's massive, skeletal branches dominating the upper frame, with an unnatural, sentient energy and pronounced, jarring movements that disrupt the image with digital noise and brief white flashes, yielding a desaturated palette of deep blacks, muddy greens, and oppressive grays to convey intense tension and otherworldly dread.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with atmospheric fog and moody lighting contributing to the intended mood. However, there are occasional soft areas and minor artifacts that prevent a higher rating. The sequence remains stable without major distortions, and the color grading supports the intended desaturated palette. In sum, the visuals are competent but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large, gnarled tree with moss, a foggy ground, and a moody evening ambiance. The branches dominate the upper frame, and the scene conveys an eerie, otherworldly vibe. Some aspects—such as explicit, continuous flicker or the most extreme, rapid branch movements—are not fully realized, but the main components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tree structure and fog behavior appear plausible within the scene, and the overall composition maintains believable spatial relationships. However, the more dynamic aspects described in the prompt—unnatural, sentient energy and especially rapid, jarring branch movements—are not fully realized, resulting in only partial adherence to common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.53125,
+ "MQ": 3.109375,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot featuring an ancient oak with a massive, gnarled trunk, thick dark moss, and deep cracks, rising from a ground shrouded in swirling fog. Under a cold, diffuse evening light, the scene should emphasize the tree's massive, skeletal branches dominating the upper frame, with an unnatural, sentient energy and pronounced, jarring movements that disrupt the image with digital noise and brief white flashes, yielding a desaturated palette of deep blacks, muddy greens, and oppressive grays to convey intense tension and otherworldly dread.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with atmospheric fog and moody lighting contributing to the intended mood. However, there are occasional soft areas and minor artifacts that prevent a higher rating. The sequence remains stable without major distortions, and the color grading supports the intended desaturated palette. In sum, the visuals are competent but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large, gnarled tree with moss, a foggy ground, and a moody evening ambiance. The branches dominate the upper frame, and the scene conveys an eerie, otherworldly vibe. Some aspects—such as explicit, continuous flicker or the most extreme, rapid branch movements—are not fully realized, but the main components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tree structure and fog behavior appear plausible within the scene, and the overall composition maintains believable spatial relationships. However, the more dynamic aspects described in the prompt—unnatural, sentient energy and especially rapid, jarring branch movements—are not fully realized, resulting in only partial adherence to common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 31053,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_15/index_8731_seed_31053_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": 2.65625,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.5,
+ "avg": 8.46875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle, wide-angle shot captures the eerie majesty of an ancient oak tree, its massive, gnarled trunk, thick with dark, damp moss and deep cracks, rising from a ground shrouded in swirling fog. Under the cold, diffuse light of a stormy evening sky, its massive, skeletal branches dominate the upper frame, twisting and twitching with an unnatural, sentient energy. They don't sway, but rather gesticulate wildly and creak as they swing back and forth in sharp, violent movements, as if in a silent, agonized rage. The entire scene is violently disrupted by intermittent, jarring screen flickers that momentarily disrupt the image with digital noise and brief flashes of white, enhancing the aesthetic of the found-footage horror. The cool, desaturated color palette, dominated by deep blacks, muddy greens, and oppressive grays, combined with the tree's eerie writhing movements and visual glitches, creates an atmosphere of intense tension and otherworldly dread.",
+ "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 static, low-angle, wide-angle shot featuring an ancient oak with a massive, gnarled trunk, dark moss, and a ground shrouded in swirling fog. The scene should be lit by a cold, diffuse evening light under a stormy sky, with the tree dominating the frame and exhibiting twisted, sentient branches that move unnaturally. The sequence should include intermittent, jarring screen flickers and a desaturated color palette with deep blacks, muddy greens, and oppressive grays to convey intense tension and otherworldly dread.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and atmospheric lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and subtle color inconsistencies. The blue-tinted lighting and fog contribute to mood, yet these factors do not reach high-fidelity rendering across all frames. The sequence remains coherent, but the overall polish is not at the top tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large tree with gnarled features, a moody, foggy environment, and a blue-diffuse lighting scheme consistent with an evening storm setting. The framing and composition align with a low-angle, wide view, and the scene conveys the intended eerie atmosphere. However, certain dynamic aspects described in the prompt—such as explicit, continuous branch movement and pronounced flicker—are not consistently realized, resulting in minor gaps between description and execution. Despite these, the overall alignment remains solid and faithful to the prompt’s intent.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with no obvious physics violations. Some elements, such as the tree’s organic motion and the timing of any flicker effects, feel slightly artificial or digitally enhanced, which introduces a mild sense of unreality while preserving 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": 2.65625,
+ "TA": 2.8125,
+ "MQ": 3.0,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot featuring an ancient oak with a massive, gnarled trunk, dark moss, and a ground shrouded in swirling fog. The scene should be lit by a cold, diffuse evening light under a stormy sky, with the tree dominating the frame and exhibiting twisted, sentient branches that move unnaturally. The sequence should include intermittent, jarring screen flickers and a desaturated color palette with deep blacks, muddy greens, and oppressive grays to convey intense tension and otherworldly dread.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and atmospheric lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and subtle color inconsistencies. The blue-tinted lighting and fog contribute to mood, yet these factors do not reach high-fidelity rendering across all frames. The sequence remains coherent, but the overall polish is not at the top tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large tree with gnarled features, a moody, foggy environment, and a blue-diffuse lighting scheme consistent with an evening storm setting. The framing and composition align with a low-angle, wide view, and the scene conveys the intended eerie atmosphere. However, certain dynamic aspects described in the prompt—such as explicit, continuous branch movement and pronounced flicker—are not consistently realized, resulting in minor gaps between description and execution. Despite these, the overall alignment remains solid and faithful to the prompt’s intent.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with no obvious physics violations. Some elements, such as the tree’s organic motion and the timing of any flicker effects, feel slightly artificial or digitally enhanced, which introduces a mild sense of unreality while preserving 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": 31054,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_15/index_8731_seed_31054_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": 2.890625,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.0,
+ "avg": 8.984375,
+ "reward_records": [
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+ "question": "static, low-angle, wide-angle shot captures the eerie majesty of an ancient oak tree, its massive, gnarled trunk, thick with dark, damp moss and deep cracks, rising from a ground shrouded in swirling fog. Under the cold, diffuse light of a stormy evening sky, its massive, skeletal branches dominate the upper frame, twisting and twitching with an unnatural, sentient energy. They don't sway, but rather gesticulate wildly and creak as they swing back and forth in sharp, violent movements, as if in a silent, agonized rage. The entire scene is violently disrupted by intermittent, jarring screen flickers that momentarily disrupt the image with digital noise and brief flashes of white, enhancing the aesthetic of the found-footage horror. The cool, desaturated color palette, dominated by deep blacks, muddy greens, and oppressive grays, combined with the tree's eerie writhing movements and visual glitches, creates an atmosphere of intense tension and otherworldly dread.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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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, low-angle, wide-angle shot featuring an ancient oak with a gnarled trunk, dark moss, and a ground shrouded in swirling fog under a cold, diffuse evening sky. The branches are massive and skeletal, twisting with an unnatural, sentient energy, and the scene includes intermittent, jarring screen flickers and a desaturated color palette to create intense tension and otherworldly dread.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, with atmospheric fog and a moody blue-gray palette. However, there are noticeable issues: occasional compression artifacts and mild motion blur during branch movement, plus some frame-to-frame inconsistencies in the tree’s appearance. These factors prevent a higher rating, though the scene remains readable and coherent.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide shot, an ancient oak with gnarled trunk and moss, a foggy ground, and a cold, diffuse evening sky. The branches appear massive and twisted, and the tree exhibits an unnatural, sentient energy through subtle motion. The flicker effect is not clearly present, which is a minor deviation, but does not significantly detract from the alignment. The color palette and mood align well with the intended atmosphere.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tree’s form and the fog behave plausibly, and lighting remains coherent across frames. Some minor inconsistencies arise from the stylized, slightly exaggerated branch dynamics and the absence of explicit wind cues, which keep the scene within plausible bounds without breaking immersion.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 3.03125,
+ "MQ": 3.0625,
+ "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 static, low-angle, wide-angle shot featuring an ancient oak with a gnarled trunk, dark moss, and a ground shrouded in swirling fog under a cold, diffuse evening sky. The branches are massive and skeletal, twisting with an unnatural, sentient energy, and the scene includes intermittent, jarring screen flickers and a desaturated color palette to create intense tension and otherworldly dread.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, with atmospheric fog and a moody blue-gray palette. However, there are noticeable issues: occasional compression artifacts and mild motion blur during branch movement, plus some frame-to-frame inconsistencies in the tree’s appearance. These factors prevent a higher rating, though the scene remains readable and coherent.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide shot, an ancient oak with gnarled trunk and moss, a foggy ground, and a cold, diffuse evening sky. The branches appear massive and twisted, and the tree exhibits an unnatural, sentient energy through subtle motion. The flicker effect is not clearly present, which is a minor deviation, but does not significantly detract from the alignment. The color palette and mood align well with the intended atmosphere.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tree’s form and the fog behave plausibly, and lighting remains coherent across frames. Some minor inconsistencies arise from the stylized, slightly exaggerated branch dynamics and the absence of explicit wind cues, which keep the scene within plausible bounds without breaking immersion.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_2/index_tensor([3164, 3164])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_2/index_tensor([3164, 3164])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..193b6c78a32dcb66da8a6ed69a28c83cf543c63d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_2/index_tensor([3164, 3164])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Ultra-high-speed photography, captured in extreme low-angle close-up, captures a giant rhinoceros beetle, its gleaming, jet-black exoskeleton reflecting dappled forest light with the iridescent sheen of an oil slick. The beetle perches on the damp, mossy bark of an ancient tree, its three formidable horns—a large, curved central horn flanked by two smaller, sharp prongs—ready to strike. Shot in super-slow motion, the creature tenses, its powerful segmented legs curling like springs before swiftly and decisively unfurling its body in an explosive lunge. As it lunges, the camera frame shakes violently, simulating the raw kinetic energy of movement. Its barbed legs violently dig into the soft, vibrant green moss, sending tiny bark shards and moisture droplets into the air in a beautifully suspended ballet of fragments, creating a primal and intense atmosphere imbued with the raw power of nature.",
+ "seed": 20784,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_2/index_3164_seed_20784_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": 3.234375,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 3.84375,
+ "video_score2_overall": 10.25,
+ "avg": 10.234375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Ultra-high-speed photography, captured in extreme low-angle close-up, captures a giant rhinoceros beetle, its gleaming, jet-black exoskeleton reflecting dappled forest light with the iridescent sheen of an oil slick. The beetle perches on the damp, mossy bark of an ancient tree, its three formidable horns—a large, curved central horn flanked by two smaller, sharp prongs—ready to strike. Shot in super-slow motion, the creature tenses, its powerful segmented legs curling like springs before swiftly and decisively unfurling its body in an explosive lunge. As it lunges, the camera frame shakes violently, simulating the raw kinetic energy of movement. Its barbed legs violently dig into the soft, vibrant green moss, sending tiny bark shards and moisture droplets into the air in a beautifully suspended ballet of fragments, creating a primal and intense atmosphere imbued with the raw power of nature.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes ultra-high-speed photography capturing a giant rhinoceros beetle with a jet-black exoskeleton, perched on damp mossy bark, with three horns (one large curved central horn and two smaller sharp prongs) ready to strike. It envisions a super-slow-motion sequence where the creature lunges, the camera shakes, and bark fragments fly as the insect moves with raw, primal energy.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The imagery is generally high in detail, with good focus on the beetle and convincing depth-of-field separation. Lighting is natural and consistent, and color rendition is vivid, especially the greens of the moss and the metallic sheen on the exoskeleton. There are no obvious distortions or artifacts, and transitions between frames are smooth. However, there may be occasional minor imperfections typical of high-end production that prevent a perfect top score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: a large, dark rhinoceros beetle with a glossy surface, perched on mossy bark, with visible legs and a segmented body. The extreme close-up and low-angle framing are present, and the iridescent highlights are evident. However, certain dynamic aspects described in the prompt—such as the exact moment of a strike, the precise lunging action, and the dramatic camera shake—are not fully demonstrated in the static frames. The alignment is strong overall, but not perfect, corresponding to a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible biological and physical principles: the insect’s anatomy, its interaction with the mossy substrate, lighting, and material properties read as believable. While the depiction is coherent and convincing, there are minor inconsistencies in motion timing and environmental interaction that prevent a perfect score. Overall, Physical/Common-sense Consistency is solid at 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": 3.234375,
+ "TA": 3.15625,
+ "MQ": 3.84375,
+ "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 ultra-high-speed photography capturing a giant rhinoceros beetle with a jet-black exoskeleton, perched on damp mossy bark, with three horns (one large curved central horn and two smaller sharp prongs) ready to strike. It envisions a super-slow-motion sequence where the creature lunges, the camera shakes, and bark fragments fly as the insect moves with raw, primal energy.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The imagery is generally high in detail, with good focus on the beetle and convincing depth-of-field separation. Lighting is natural and consistent, and color rendition is vivid, especially the greens of the moss and the metallic sheen on the exoskeleton. There are no obvious distortions or artifacts, and transitions between frames are smooth. However, there may be occasional minor imperfections typical of high-end production that prevent a perfect top score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: a large, dark rhinoceros beetle with a glossy surface, perched on mossy bark, with visible legs and a segmented body. The extreme close-up and low-angle framing are present, and the iridescent highlights are evident. However, certain dynamic aspects described in the prompt—such as the exact moment of a strike, the precise lunging action, and the dramatic camera shake—are not fully demonstrated in the static frames. The alignment is strong overall, but not perfect, corresponding to a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible biological and physical principles: the insect’s anatomy, its interaction with the mossy substrate, lighting, and material properties read as believable. While the depiction is coherent and convincing, there are minor inconsistencies in motion timing and environmental interaction that prevent a perfect score. Overall, Physical/Common-sense Consistency is solid at 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": "Ultra-high-speed photography, captured in extreme low-angle close-up, captures a giant rhinoceros beetle, its gleaming, jet-black exoskeleton reflecting dappled forest light with the iridescent sheen of an oil slick. The beetle perches on the damp, mossy bark of an ancient tree, its three formidable horns—a large, curved central horn flanked by two smaller, sharp prongs—ready to strike. Shot in super-slow motion, the creature tenses, its powerful segmented legs curling like springs before swiftly and decisively unfurling its body in an explosive lunge. As it lunges, the camera frame shakes violently, simulating the raw kinetic energy of movement. Its barbed legs violently dig into the soft, vibrant green moss, sending tiny bark shards and moisture droplets into the air in a beautifully suspended ballet of fragments, creating a primal and intense atmosphere imbued with the raw power of nature.",
+ "seed": 20785,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_2/index_3164_seed_20785_dp_4_rank_8_sample_1_slot_1.mp4",
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+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 3.75,
+ "video_score2_overall": 10.0625,
+ "avg": 10.078125,
+ "reward_records": [
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+ "question": "Ultra-high-speed photography, captured in extreme low-angle close-up, captures a giant rhinoceros beetle, its gleaming, jet-black exoskeleton reflecting dappled forest light with the iridescent sheen of an oil slick. The beetle perches on the damp, mossy bark of an ancient tree, its three formidable horns—a large, curved central horn flanked by two smaller, sharp prongs—ready to strike. Shot in super-slow motion, the creature tenses, its powerful segmented legs curling like springs before swiftly and decisively unfurling its body in an explosive lunge. As it lunges, the camera frame shakes violently, simulating the raw kinetic energy of movement. Its barbed legs violently dig into the soft, vibrant green moss, sending tiny bark shards and moisture droplets into the air in a beautifully suspended ballet of fragments, creating a primal and intense atmosphere imbued with the raw 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 ultra-high-speed photography capturing a giant rhinoceros beetle with a gleaming, jet-black exoskeleton, perched on damp mossy bark, with three horns (one large curved central horn and two smaller sharp prongs) ready to strike. It envisions a shot in super-slow motion where the creature tenses, then lunges with powerful segmented legs curling like springs, followed by a violent digging into the moss that sends bark fragments and moisture droplets into the air, creating a primal, high-energy moment.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The subject remains clearly defined with good detail in the beetle’s form, and the lighting yields convincing reflections on the exoskeleton. The background blur is effective, and the moss texture reads realistically. However, there are occasional minor inconsistencies in color grading and slight exposure variation between frames, which prevents a perfect top-tier score. Overall, the visual quality is solid and professional, corresponding to a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The extreme close-up, the presence of a large central horn and smaller prongs, the glossy black exoskeleton, and the mossy setting are all represented. The depiction of the creature’s tense posture and the implied slow-motion dynamic is conveyed through composition and pacing. While some dynamic details (like explicit leg curling or the exact moment of impact) are inferred rather than directly shown, the alignment remains strong and coherent with the prompt, warranting a 4/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and environmental interaction: the beetle’s proportions, joint articulation, and contact with moss appear believable, and lighting/shadows support depth. There are no glaring anatomical or physical contradictions. Some micro-dynamics (e.g., precise leg coordination during a lunge) are not fully explicit, but they do not undermine overall realism. This supports a 4/5 rating for physical/common-sense consistency.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 3.046875,
+ "MQ": 3.75,
+ "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 ultra-high-speed photography capturing a giant rhinoceros beetle with a gleaming, jet-black exoskeleton, perched on damp mossy bark, with three horns (one large curved central horn and two smaller sharp prongs) ready to strike. It envisions a shot in super-slow motion where the creature tenses, then lunges with powerful segmented legs curling like springs, followed by a violent digging into the moss that sends bark fragments and moisture droplets into the air, creating a primal, high-energy moment.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The subject remains clearly defined with good detail in the beetle’s form, and the lighting yields convincing reflections on the exoskeleton. The background blur is effective, and the moss texture reads realistically. However, there are occasional minor inconsistencies in color grading and slight exposure variation between frames, which prevents a perfect top-tier score. Overall, the visual quality is solid and professional, corresponding to a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The extreme close-up, the presence of a large central horn and smaller prongs, the glossy black exoskeleton, and the mossy setting are all represented. The depiction of the creature’s tense posture and the implied slow-motion dynamic is conveyed through composition and pacing. While some dynamic details (like explicit leg curling or the exact moment of impact) are inferred rather than directly shown, the alignment remains strong and coherent with the prompt, warranting a 4/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and environmental interaction: the beetle’s proportions, joint articulation, and contact with moss appear believable, and lighting/shadows support depth. There are no glaring anatomical or physical contradictions. Some micro-dynamics (e.g., precise leg coordination during a lunge) are not fully explicit, but they do not undermine overall realism. This supports a 4/5 rating for physical/common-sense consistency.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "Ultra-high-speed photography, captured in extreme low-angle close-up, captures a giant rhinoceros beetle, its gleaming, jet-black exoskeleton reflecting dappled forest light with the iridescent sheen of an oil slick. The beetle perches on the damp, mossy bark of an ancient tree, its three formidable horns—a large, curved central horn flanked by two smaller, sharp prongs—ready to strike. Shot in super-slow motion, the creature tenses, its powerful segmented legs curling like springs before swiftly and decisively unfurling its body in an explosive lunge. As it lunges, the camera frame shakes violently, simulating the raw kinetic energy of movement. Its barbed legs violently dig into the soft, vibrant green moss, sending tiny bark shards and moisture droplets into the air in a beautifully suspended ballet of fragments, creating a primal and intense atmosphere imbued with the raw power of nature.",
+ "seed": 20786,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_2/index_3164_seed_20786_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.953125,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.8125,
+ "avg": 8.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Ultra-high-speed photography, captured in extreme low-angle close-up, captures a giant rhinoceros beetle, its gleaming, jet-black exoskeleton reflecting dappled forest light with the iridescent sheen of an oil slick. The beetle perches on the damp, mossy bark of an ancient tree, its three formidable horns—a large, curved central horn flanked by two smaller, sharp prongs—ready to strike. Shot in super-slow motion, the creature tenses, its powerful segmented legs curling like springs before swiftly and decisively unfurling its body in an explosive lunge. As it lunges, the camera frame shakes violently, simulating the raw kinetic energy of movement. Its barbed legs violently dig into the soft, vibrant green moss, sending tiny bark shards and moisture droplets into the air in a beautifully suspended ballet of fragments, creating a primal and intense atmosphere imbued with the raw power of nature.",
+ "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 ultra-high-speed photography capturing a giant rhinoceros beetle with a jet-black exoskeleton, perched on damp mossy bark, featuring three horns (one large curved central horn and two smaller sharp prongs) ready to strike. It calls for super-slow motion, the creature to tense, powerful segmented legs curling like springs, a swift and decisive lunge, and a camera shake that conveys raw kinetic energy, with barbed legs digging into moss and tiny bark fragments suspended in a ballet of movement.\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. Motion blur is present during rapid sequences, yet some frames remain reasonably clear; occasional artifacts and minor distortions appear, especially during fast action. Lighting and depth-of-field are generally convincing, though a few frames exhibit slight inconsistencies. In sum, the video communicates the subject and scene adequately but does not reach high-fidelity visual quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a large rhinoceros beetle with a dark exoskeleton, perched on mossy bark, with visible legs and a segmented body. The core elements described in the prompt are present, including the general anatomy and environment. However, certain dynamic aspects such as the exact moment of a decisive strike or the precise choreography of the lunge are not fully realized, leaving some gaps between description and execution. Despite these gaps, the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction maintains plausible anatomy and environmental interaction, with believable weight distribution and contact with the mossy surface. Some rapid-motion moments show minor inconsistencies in leg articulation and timing, which slightly reduce realism. Overall, the scene adheres to basic physical principles 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,
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.765625,
+ "MQ": 3.109375,
+ "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 ultra-high-speed photography capturing a giant rhinoceros beetle with a jet-black exoskeleton, perched on damp mossy bark, featuring three horns (one large curved central horn and two smaller sharp prongs) ready to strike. It calls for super-slow motion, the creature to tense, powerful segmented legs curling like springs, a swift and decisive lunge, and a camera shake that conveys raw kinetic energy, with barbed legs digging into moss and tiny bark fragments suspended in a ballet of movement.\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. Motion blur is present during rapid sequences, yet some frames remain reasonably clear; occasional artifacts and minor distortions appear, especially during fast action. Lighting and depth-of-field are generally convincing, though a few frames exhibit slight inconsistencies. In sum, the video communicates the subject and scene adequately but does not reach high-fidelity visual quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a large rhinoceros beetle with a dark exoskeleton, perched on mossy bark, with visible legs and a segmented body. The core elements described in the prompt are present, including the general anatomy and environment. However, certain dynamic aspects such as the exact moment of a decisive strike or the precise choreography of the lunge are not fully realized, leaving some gaps between description and execution. Despite these gaps, the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction maintains plausible anatomy and environmental interaction, with believable weight distribution and contact with the mossy surface. Some rapid-motion moments show minor inconsistencies in leg articulation and timing, which slightly reduce realism. Overall, the scene adheres to basic physical principles 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": "Ultra-high-speed photography, captured in extreme low-angle close-up, captures a giant rhinoceros beetle, its gleaming, jet-black exoskeleton reflecting dappled forest light with the iridescent sheen of an oil slick. The beetle perches on the damp, mossy bark of an ancient tree, its three formidable horns—a large, curved central horn flanked by two smaller, sharp prongs—ready to strike. Shot in super-slow motion, the creature tenses, its powerful segmented legs curling like springs before swiftly and decisively unfurling its body in an explosive lunge. As it lunges, the camera frame shakes violently, simulating the raw kinetic energy of movement. Its barbed legs violently dig into the soft, vibrant green moss, sending tiny bark shards and moisture droplets into the air in a beautifully suspended ballet of fragments, creating a primal and intense atmosphere imbued with the raw power of nature.",
+ "seed": 20787,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_2/index_3164_seed_20787_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.25,
+ "avg": 9.21875,
+ "reward_records": [
+ {
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+ "question": "Ultra-high-speed photography, captured in extreme low-angle close-up, captures a giant rhinoceros beetle, its gleaming, jet-black exoskeleton reflecting dappled forest light with the iridescent sheen of an oil slick. The beetle perches on the damp, mossy bark of an ancient tree, its three formidable horns—a large, curved central horn flanked by two smaller, sharp prongs—ready to strike. Shot in super-slow motion, the creature tenses, its powerful segmented legs curling like springs before swiftly and decisively unfurling its body in an explosive lunge. As it lunges, the camera frame shakes violently, simulating the raw kinetic energy of movement. Its barbed legs violently dig into the soft, vibrant green moss, sending tiny bark shards and moisture droplets into the air in a beautifully suspended ballet of fragments, creating a primal and intense atmosphere imbued with the raw power of nature.",
+ "token_credit_reward": 9.25,
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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 ultra-high-speed photography capturing a giant rhinoceros beetle with a jet-black exoskeleton, iridescent sheen, perched on damp mossy bark, featuring three horns (one large curved central horn and two smaller sharp prongs), ready to strike, shot in super-slow motion with tense, segmented legs curling like springs before a swift, decisive lunge, camera shake, and a suspended ballet of fragments as the creature moves through nature.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable inconsistencies across frames and some artifacts that affect coherence. Frame-to-frame transitions can feel abrupt at times, and while lighting remains generally natural, the overall polish is not consistently high throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a large, iridescent beetle with a dark exoskeleton, perched on mossy bark, with visible legs and a segmented body. However, certain dramatic elements described in the prompt—such as explicit horn details, a clearly tense stance, and a pronounced, explosive lunge with camera shake—are not fully realized in the footage. Despite these gaps, the core visual motifs align well with the description, yielding a high level of fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interaction, with believable lighting and texture. Some dynamic actions implied by the prompt (notably the explosive lunge and dramatic fragmentation) are not convincingly demonstrated, which slightly reduces perceived realism, though no major physical contradictions 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": 3.015625,
+ "TA": 3.15625,
+ "MQ": 3.046875,
+ "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 ultra-high-speed photography capturing a giant rhinoceros beetle with a jet-black exoskeleton, iridescent sheen, perched on damp mossy bark, featuring three horns (one large curved central horn and two smaller sharp prongs), ready to strike, shot in super-slow motion with tense, segmented legs curling like springs before a swift, decisive lunge, camera shake, and a suspended ballet of fragments as the creature moves through nature.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable inconsistencies across frames and some artifacts that affect coherence. Frame-to-frame transitions can feel abrupt at times, and while lighting remains generally natural, the overall polish is not consistently high throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a large, iridescent beetle with a dark exoskeleton, perched on mossy bark, with visible legs and a segmented body. However, certain dramatic elements described in the prompt—such as explicit horn details, a clearly tense stance, and a pronounced, explosive lunge with camera shake—are not fully realized in the footage. Despite these gaps, the core visual motifs align well with the description, yielding a high level of fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interaction, with believable lighting and texture. Some dynamic actions implied by the prompt (notably the explosive lunge and dramatic fragmentation) are not convincingly demonstrated, which slightly reduces perceived realism, though no major physical contradictions 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-window3/rl_samples/0000408/group_3/index_tensor([4455, 4455])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_3/index_tensor([4455, 4455])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f62c9147d2fc975e458843483068813add02ceb5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_3/index_tensor([4455, 4455])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "shot, from a frontal perspective, zooms forward at breakneck speed, as if pulled violently by an invisible gravitational force. The scene begins in a pitch-black void of absolute silence, the sole source of light a complex system of optical pulses representing the Beijing-Tianjin-Hebei transportation network. This network is composed of countless bright, futuristic, electric-blue fiber-optic arteries, within which even finer, bright white dots, like streams of data, crisscross at breathtaking speed. The entire network of light pulses with a powerful, rhythmic rhythm, each pulse causing the intensity of the light to surge, like a vast, vibrant digital heart. As the camera hurtles forward at exponential speed, the surrounding light is stretched into blurred, dynamic streaks, creating a dizzying tunnel effect that forcibly focuses all attention on the direction of travel. Finally, the camera plunges without hesitation into an exceptionally dazzling city node in the network. This node is a ball of light composed of pure white energy that is almost impossible to look directly at. It expands rapidly, and is surrounded by several layers of constantly flickering and spreading energy halos. Finally, it completely submerges the entire screen with a white, all-encompassing dazzling light, creating an extreme sense of speed and visual impact like traveling through a data singularity.",
+ "seed": 311,
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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 high-tech visualization of a transportation network (Beijing-Tianjin-Hebei) represented by blue fiber-optic-like elements and white data-stream motifs. The sequence aims for a dramatic, forward-moving reveal toward a central city node, culminating in an intense white-out that conveys extreme speed and technological connectivity.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show some blur and softness, but the blue light elements remain identifiable and the color palette stays consistent. There are occasional motion blur and minor compression artifacts, yet no pervasive degradation that would obscure the main motifs. The imagery communicates the intended futuristic aesthetic, though sharpness and fine detail are not consistently maintained across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core idea of a high-speed, data-driven transportation visualization with blue fiber-like structures and white data-stream cues. The forward progression and the emphasis on a central focal point align with the prompt’s narrative arc. Some specifics—such as explicit depiction of the exact network topology or the precise sequence of a city node submerging the screen—are not fully realized, but the essential concept and progression are well captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The visuals employ stylized light behavior and abstract dynamics that fit the digital-narrative context. While not physically literal, the motion and interactions maintain internal coherence and plausible progression within the visualization’s conceptual framework.\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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+ },
+ "soft_scores": {
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+ "Overall": 8.5
+ }
+ }
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+ "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 high-tech visualization of a transportation network (Beijing-Tianjin-Hebei) represented by blue fiber-optic-like elements and white data-stream motifs. The sequence aims for a dramatic, forward-moving reveal toward a central city node, culminating in an intense white-out that conveys extreme speed and technological connectivity.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show some blur and softness, but the blue light elements remain identifiable and the color palette stays consistent. There are occasional motion blur and minor compression artifacts, yet no pervasive degradation that would obscure the main motifs. The imagery communicates the intended futuristic aesthetic, though sharpness and fine detail are not consistently maintained across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core idea of a high-speed, data-driven transportation visualization with blue fiber-like structures and white data-stream cues. The forward progression and the emphasis on a central focal point align with the prompt’s narrative arc. Some specifics—such as explicit depiction of the exact network topology or the precise sequence of a city node submerging the screen—are not fully realized, but the essential concept and progression are well captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The visuals employ stylized light behavior and abstract dynamics that fit the digital-narrative context. While not physically literal, the motion and interactions maintain internal coherence and plausible progression within the visualization’s conceptual framework.\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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+ {
+ "prompt": "shot, from a frontal perspective, zooms forward at breakneck speed, as if pulled violently by an invisible gravitational force. The scene begins in a pitch-black void of absolute silence, the sole source of light a complex system of optical pulses representing the Beijing-Tianjin-Hebei transportation network. This network is composed of countless bright, futuristic, electric-blue fiber-optic arteries, within which even finer, bright white dots, like streams of data, crisscross at breathtaking speed. The entire network of light pulses with a powerful, rhythmic rhythm, each pulse causing the intensity of the light to surge, like a vast, vibrant digital heart. As the camera hurtles forward at exponential speed, the surrounding light is stretched into blurred, dynamic streaks, creating a dizzying tunnel effect that forcibly focuses all attention on the direction of travel. Finally, the camera plunges without hesitation into an exceptionally dazzling city node in the network. This node is a ball of light composed of pure white energy that is almost impossible to look directly at. It expands rapidly, and is surrounded by several layers of constantly flickering and spreading energy halos. Finally, it completely submerges the entire screen with a white, all-encompassing dazzling light, creating an extreme sense of speed and visual impact like traveling through a data singularity.",
+ "seed": 312,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_3/index_4455_seed_312_dp_6_rank_12_sample_1_slot_1.mp4",
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+ "video_score2_overall": 9.25,
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+ "question": "shot, from a frontal perspective, zooms forward at breakneck speed, as if pulled violently by an invisible gravitational force. The scene begins in a pitch-black void of absolute silence, the sole source of light a complex system of optical pulses representing the Beijing-Tianjin-Hebei transportation network. This network is composed of countless bright, futuristic, electric-blue fiber-optic arteries, within which even finer, bright white dots, like streams of data, crisscross at breathtaking speed. The entire network of light pulses with a powerful, rhythmic rhythm, each pulse causing the intensity of the light to surge, like a vast, vibrant digital heart. As the camera hurtles forward at exponential speed, the surrounding light is stretched into blurred, dynamic streaks, creating a dizzying tunnel effect that forcibly focuses all attention on the direction of travel. Finally, the camera plunges without hesitation into an exceptionally dazzling city node in the network. This node is a ball of light composed of pure white energy that is almost impossible to look directly at. It expands rapidly, and is surrounded by several layers of constantly flickering and spreading energy halos. Finally, it completely submerges the entire screen with a white, all-encompassing dazzling light, creating an extreme sense of speed and visual impact like traveling through a data singularity.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 journey through a futuristic transportation network represented by blue fiber-optic-like elements and a central white energy ball. The sequence aims for a dramatic, near-light speed progression toward a bright city-like endpoint, with dynamic light streaks and a tunnel-like perspective.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and motion artifacts during rapid movement. The blue light streaks and glow effects are present, yet some frames exhibit softness and minor distortions that reduce sharpness. The contrast between dark backgrounds and bright lights remains effective, but the overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a frontal perspective, forward acceleration, blue network-like structures, and a central bright white focal point. The tunnel-like light streaks and the sense of speed align well with the description, though certain nuanced details (like precise timing of the expansion or the exact dynamics of the energy halo) are not perfectly matched throughout.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction leans toward a stylized, abstract representation rather than strict realism. Light propagation and energy effects follow a coherent internal logic, but some interactions (e.g., abrupt transitions or exaggerated intensities) do not strictly adhere to real-world physics, yet they remain plausible within the intended aesthetic.\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": 3.359375,
+ "MQ": 3.15625,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed journey through a futuristic transportation network represented by blue fiber-optic-like elements and a central white energy ball. The sequence aims for a dramatic, near-light speed progression toward a bright city-like endpoint, with dynamic light streaks and a tunnel-like perspective.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and motion artifacts during rapid movement. The blue light streaks and glow effects are present, yet some frames exhibit softness and minor distortions that reduce sharpness. The contrast between dark backgrounds and bright lights remains effective, but the overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a frontal perspective, forward acceleration, blue network-like structures, and a central bright white focal point. The tunnel-like light streaks and the sense of speed align well with the description, though certain nuanced details (like precise timing of the expansion or the exact dynamics of the energy halo) are not perfectly matched throughout.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction leans toward a stylized, abstract representation rather than strict realism. Light propagation and energy effects follow a coherent internal logic, but some interactions (e.g., abrupt transitions or exaggerated intensities) do not strictly adhere to real-world physics, yet they remain plausible within the intended aesthetic.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "shot, from a frontal perspective, zooms forward at breakneck speed, as if pulled violently by an invisible gravitational force. The scene begins in a pitch-black void of absolute silence, the sole source of light a complex system of optical pulses representing the Beijing-Tianjin-Hebei transportation network. This network is composed of countless bright, futuristic, electric-blue fiber-optic arteries, within which even finer, bright white dots, like streams of data, crisscross at breathtaking speed. The entire network of light pulses with a powerful, rhythmic rhythm, each pulse causing the intensity of the light to surge, like a vast, vibrant digital heart. As the camera hurtles forward at exponential speed, the surrounding light is stretched into blurred, dynamic streaks, creating a dizzying tunnel effect that forcibly focuses all attention on the direction of travel. Finally, the camera plunges without hesitation into an exceptionally dazzling city node in the network. This node is a ball of light composed of pure white energy that is almost impossible to look directly at. It expands rapidly, and is surrounded by several layers of constantly flickering and spreading energy halos. Finally, it completely submerges the entire screen with a white, all-encompassing dazzling light, creating an extreme sense of speed and visual impact like traveling through a data singularity.",
+ "seed": 313,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_3/index_4455_seed_313_dp_7_rank_14_sample_2_slot_0.mp4",
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+ "video_score2_overall": 8.75,
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+ "question": "shot, from a frontal perspective, zooms forward at breakneck speed, as if pulled violently by an invisible gravitational force. The scene begins in a pitch-black void of absolute silence, the sole source of light a complex system of optical pulses representing the Beijing-Tianjin-Hebei transportation network. This network is composed of countless bright, futuristic, electric-blue fiber-optic arteries, within which even finer, bright white dots, like streams of data, crisscross at breathtaking speed. The entire network of light pulses with a powerful, rhythmic rhythm, each pulse causing the intensity of the light to surge, like a vast, vibrant digital heart. As the camera hurtles forward at exponential speed, the surrounding light is stretched into blurred, dynamic streaks, creating a dizzying tunnel effect that forcibly focuses all attention on the direction of travel. Finally, the camera plunges without hesitation into an exceptionally dazzling city node in the network. This node is a ball of light composed of pure white energy that is almost impossible to look directly at. It expands rapidly, and is surrounded by several layers of constantly flickering and spreading energy halos. Finally, it completely submerges the entire screen with a white, all-encompassing dazzling light, creating an extreme sense of speed and visual impact like traveling through a data singularity.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-tech visualization of a transportation network (Beijing-Tianjin-Hebei) represented by a complex system of optical pulses. It envisions a frontal, high-speed camera movement through a pitch-black void, with a central light source and dynamic streaks of light that convey rapid transit. The sequence culminates in a bright, white energy ball at a city node, expanding and submerging the screen to signify extreme speed and technological connectivity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals maintain a dark, moody atmosphere with blue/cyan light streaks and particle effects. The resolution is adequate, but there is noticeable motion blur and some softness in fine details. The streaks and glow are coherent and contribute to a convincing sense of speed, yet overall sharpness and fine-grain detail remain moderate. The color palette stays consistent with cool blues and cyans, reinforcing the futuristic aesthetic. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—blue light streaks, a sense of forward motion, and a dark background with dynamic light effects. However, key aspects are underrepresented or missing: there is no clearly identifiable single light source, and the progression toward a white energy ball and its expansion is not convincingly depicted. The alignment is partial: the mood and techy vibe are present, but the specific narrative arc described in the prompt is not fully realized.\n\nPhysical/Common-sense Consistency:\nLight propagation and particle behavior appear plausible within a stylized digital visualization. The streaks and glow align with expected properties of light and energy in a high-tech context, and the overall dynamics feel coherent. Some minor inconsistencies exist in how light intensities evolve and how the energy ball interacts with the scene, but they do not severely undermine the perceived realism. Overall, physical/common-sense consistency is acceptable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 2.640625,
+ "MQ": 3.09375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-tech visualization of a transportation network (Beijing-Tianjin-Hebei) represented by a complex system of optical pulses. It envisions a frontal, high-speed camera movement through a pitch-black void, with a central light source and dynamic streaks of light that convey rapid transit. The sequence culminates in a bright, white energy ball at a city node, expanding and submerging the screen to signify extreme speed and technological connectivity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals maintain a dark, moody atmosphere with blue/cyan light streaks and particle effects. The resolution is adequate, but there is noticeable motion blur and some softness in fine details. The streaks and glow are coherent and contribute to a convincing sense of speed, yet overall sharpness and fine-grain detail remain moderate. The color palette stays consistent with cool blues and cyans, reinforcing the futuristic aesthetic. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—blue light streaks, a sense of forward motion, and a dark background with dynamic light effects. However, key aspects are underrepresented or missing: there is no clearly identifiable single light source, and the progression toward a white energy ball and its expansion is not convincingly depicted. The alignment is partial: the mood and techy vibe are present, but the specific narrative arc described in the prompt is not fully realized.\n\nPhysical/Common-sense Consistency:\nLight propagation and particle behavior appear plausible within a stylized digital visualization. The streaks and glow align with expected properties of light and energy in a high-tech context, and the overall dynamics feel coherent. Some minor inconsistencies exist in how light intensities evolve and how the energy ball interacts with the scene, but they do not severely undermine the perceived realism. Overall, physical/common-sense consistency is acceptable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "shot, from a frontal perspective, zooms forward at breakneck speed, as if pulled violently by an invisible gravitational force. The scene begins in a pitch-black void of absolute silence, the sole source of light a complex system of optical pulses representing the Beijing-Tianjin-Hebei transportation network. This network is composed of countless bright, futuristic, electric-blue fiber-optic arteries, within which even finer, bright white dots, like streams of data, crisscross at breathtaking speed. The entire network of light pulses with a powerful, rhythmic rhythm, each pulse causing the intensity of the light to surge, like a vast, vibrant digital heart. As the camera hurtles forward at exponential speed, the surrounding light is stretched into blurred, dynamic streaks, creating a dizzying tunnel effect that forcibly focuses all attention on the direction of travel. Finally, the camera plunges without hesitation into an exceptionally dazzling city node in the network. This node is a ball of light composed of pure white energy that is almost impossible to look directly at. It expands rapidly, and is surrounded by several layers of constantly flickering and spreading energy halos. Finally, it completely submerges the entire screen with a white, all-encompassing dazzling light, creating an extreme sense of speed and visual impact like traveling through a data singularity.",
+ "seed": 314,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_3/index_4455_seed_314_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 10.1875,
+ "avg": 10.203125,
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+ "question": "shot, from a frontal perspective, zooms forward at breakneck speed, as if pulled violently by an invisible gravitational force. The scene begins in a pitch-black void of absolute silence, the sole source of light a complex system of optical pulses representing the Beijing-Tianjin-Hebei transportation network. This network is composed of countless bright, futuristic, electric-blue fiber-optic arteries, within which even finer, bright white dots, like streams of data, crisscross at breathtaking speed. The entire network of light pulses with a powerful, rhythmic rhythm, each pulse causing the intensity of the light to surge, like a vast, vibrant digital heart. As the camera hurtles forward at exponential speed, the surrounding light is stretched into blurred, dynamic streaks, creating a dizzying tunnel effect that forcibly focuses all attention on the direction of travel. Finally, the camera plunges without hesitation into an exceptionally dazzling city node in the network. This node is a ball of light composed of pure white energy that is almost impossible to look directly at. It expands rapidly, and is surrounded by several layers of constantly flickering and spreading energy halos. Finally, it completely submerges the entire screen with a white, all-encompassing dazzling light, creating an extreme sense of speed and visual impact like traveling through a data singularity.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-tech visualization of a transportation network (Beijing-Tianjin-Hebei) represented by blue fiber-optic-like elements and white data-stream nodes. The sequence should begin in a pitch-black void, feature a forward-moving camera with a zoom-like effect, and culminate in an extreme bright white light that fills the screen, conveying rapid travel through a data singularity.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The imagery presents a convincing blue glow and dynamic light trails, with a consistent color palette and a believable depth cue from the tunnel-like perspective. The resolution and rendering are solid, and motion blur is used effectively to convey speed. However, there are occasional minor artifacts or slight inconsistencies in brightness transitions across frames, preventing a perfect top-tier score. In sum, visual quality is good and coherent, but not pristine.\n\nText-to-Video Alignment Assessment:\nThe video captures many core aspects of the prompt—blue fiber-like structures, a dark initial setting, and a forward-moving traversal with a tunnel-like feel. However, several key prompt elements are underrepresented or missing: the explicit depiction of a city-scale transportation network, the precise mapping to the Beijing-Tianjin-Hebei region, and the dramatic final transition to an overwhelming white light that completely fills the screen. The alignment is moderate: some conceptual cues align, but important specifics and the intended narrative arc are not fully realized.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: light propagation, depth perception, and motion dynamics follow expected principles, and the tunnel geometry remains coherent throughout. There are no obvious violations of common-sense physics, though the abstract representation inherently limits interpretability. Overall, physical consistency is acceptable but not exceptional.\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": 3.3125,
+ "TA": 3.015625,
+ "MQ": 3.875,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-tech visualization of a transportation network (Beijing-Tianjin-Hebei) represented by blue fiber-optic-like elements and white data-stream nodes. The sequence should begin in a pitch-black void, feature a forward-moving camera with a zoom-like effect, and culminate in an extreme bright white light that fills the screen, conveying rapid travel through a data singularity.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The imagery presents a convincing blue glow and dynamic light trails, with a consistent color palette and a believable depth cue from the tunnel-like perspective. The resolution and rendering are solid, and motion blur is used effectively to convey speed. However, there are occasional minor artifacts or slight inconsistencies in brightness transitions across frames, preventing a perfect top-tier score. In sum, visual quality is good and coherent, but not pristine.\n\nText-to-Video Alignment Assessment:\nThe video captures many core aspects of the prompt—blue fiber-like structures, a dark initial setting, and a forward-moving traversal with a tunnel-like feel. However, several key prompt elements are underrepresented or missing: the explicit depiction of a city-scale transportation network, the precise mapping to the Beijing-Tianjin-Hebei region, and the dramatic final transition to an overwhelming white light that completely fills the screen. The alignment is moderate: some conceptual cues align, but important specifics and the intended narrative arc are not fully realized.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: light propagation, depth perception, and motion dynamics follow expected principles, and the tunnel geometry remains coherent throughout. There are no obvious violations of common-sense physics, though the abstract representation inherently limits interpretability. Overall, physical consistency is acceptable but not exceptional.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_4/index_tensor([7360, 7360])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_4/index_tensor([7360, 7360])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1812276834aa2b7d3cc11c9699440dfb537f9358
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_4/index_tensor([7360, 7360])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 20533,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_4/index_7360_seed_20533_dp_8_rank_16_sample_0_slot_0.mp4",
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+ "video_score2_ta": 2.0,
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+ "avg": 8.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot depicts a candle flame in an intimate, uninterrupted moment, focusing entirely on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, which emerges from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame, the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere—a focused and dramatic study of fragility and permanence.",
+ "token_credit_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot of a candle flame in an intimate, uninterrupted moment, focusing on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick emerging from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame as the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere — a focused and dramatic study of fragility and permanence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, and the flame remains clearly discernible with warm lighting and a dark, out-of-focus background. The depth of field and color rendering are coherent, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — an extreme close-up, a static framing, and a candle flame with a dark, out-of-focus background. However, key aspects of the textual description are not realized: the wick does not appear blackened or glowing, the shimmering wax pool is not evident, and the dramatic, erratic flicker and twisting described in the prompt are largely absent. The result aligns with a moderate level of fidelity overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical behavior: the flame sits at the wick tip, wax melts and pools, and lighting interacts with the surroundings in a believable manner. There are no obvious physical contradictions, and the setup adheres to common-sense expectations for a candle flame. The lack of dynamic movement does not introduce any inconsistency, so Physical Consistency remains strong (score 4).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.71875,
+ "TA": 2.0,
+ "MQ": 3.109375,
+ "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 an extreme close-up, static shot of a candle flame in an intimate, uninterrupted moment, focusing on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick emerging from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame as the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere — a focused and dramatic study of fragility and permanence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, and the flame remains clearly discernible with warm lighting and a dark, out-of-focus background. The depth of field and color rendering are coherent, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — an extreme close-up, a static framing, and a candle flame with a dark, out-of-focus background. However, key aspects of the textual description are not realized: the wick does not appear blackened or glowing, the shimmering wax pool is not evident, and the dramatic, erratic flicker and twisting described in the prompt are largely absent. The result aligns with a moderate level of fidelity overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical behavior: the flame sits at the wick tip, wax melts and pools, and lighting interacts with the surroundings in a believable manner. There are no obvious physical contradictions, and the setup adheres to common-sense expectations for a candle flame. The lack of dynamic movement does not introduce any inconsistency, so Physical Consistency remains strong (score 4).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 20534,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_4/index_7360_seed_20534_dp_8_rank_16_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.15625,
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+ "video_score2_overall": 9.9375,
+ "avg": 9.953125,
+ "reward_records": [
+ {
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+ "question": "An extreme close-up, static shot depicts a candle flame in an intimate, uninterrupted moment, focusing entirely on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, which emerges from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame, the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere—a focused and dramatic study of fragility and permanence.",
+ "token_credit_reward": 9.9375,
+ "selected_reward": 9.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot depicting a candle flame in an intimate, uninterrupted moment, focusing on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, emerging from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame as the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere — a focused and dramatic study of fragility and permanence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid. The resolution is clear, lighting is consistent, and the flame is well-rendered with convincing color gradation from yellow to orange to red. The depth-of-field effect separating the flame from the dark background is effective, and there are no obvious artifacts or distortions. The sequence remains stable with minimal motion, contributing to a clean presentation. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment between the prompt and the video. The video captures the general idea of a close-up flame and a dark background, but several key elements from the prompt are not realized. The wick is not clearly visible, the shimmering wax pool is not evident, and the dramatic, erratic movement described (wild splattering, twisting, tilting, near-extinguishing) is not observed. The result is a moderate alignment overall, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe flame behavior appears physically plausible: the flame rises naturally, color transitions follow expected patterns, and the lighting remains coherent with a single light source. There are no obvious violations of basic physics or common-sense expectations. This supports a high level of physical consistency, corresponding to a score of 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": 3.90625,
+ "TA": 2.15625,
+ "MQ": 3.890625,
+ "Overall": 9.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot depicting a candle flame in an intimate, uninterrupted moment, focusing on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, emerging from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame as the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere — a focused and dramatic study of fragility and permanence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid. The resolution is clear, lighting is consistent, and the flame is well-rendered with convincing color gradation from yellow to orange to red. The depth-of-field effect separating the flame from the dark background is effective, and there are no obvious artifacts or distortions. The sequence remains stable with minimal motion, contributing to a clean presentation. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment between the prompt and the video. The video captures the general idea of a close-up flame and a dark background, but several key elements from the prompt are not realized. The wick is not clearly visible, the shimmering wax pool is not evident, and the dramatic, erratic movement described (wild splattering, twisting, tilting, near-extinguishing) is not observed. The result is a moderate alignment overall, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe flame behavior appears physically plausible: the flame rises naturally, color transitions follow expected patterns, and the lighting remains coherent with a single light source. There are no obvious violations of basic physics or common-sense expectations. This supports a high level of physical consistency, corresponding to a score of 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, static shot depicts a candle flame in an intimate, uninterrupted moment, focusing entirely on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, which emerges from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame, the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere—a focused and dramatic study of fragility and permanence.",
+ "seed": 20535,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_4/index_7360_seed_20535_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.890625,
+ "video_score2_ta": 2.140625,
+ "video_score2_mq": 3.921875,
+ "video_score2_overall": 9.9375,
+ "avg": 9.953125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot depicts a candle flame in an intimate, uninterrupted moment, focusing entirely on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, which emerges from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame, the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere—a focused and dramatic study of fragility and permanence.",
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot depicting a candle flame in an intimate, uninterrupted moment, focusing on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, emerging from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame as the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere — a focused and dramatic study of fragility and permanence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid. The resolution is clear enough to render the flame, wick, and wax texture with good detail. Lighting is consistent, and the dark background helps emphasize the flame. There are no obvious artifacts or distortions, and transitions between frames appear smooth. Overall, the visual quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a close-up of a candle flame and a dark background, which matches several elements. However, key aspects described in the prompt are not realized: there is no visible wick, no shimmering wax pool, and no dramatic color shifts or dynamic, erratic movement. The scene remains relatively static, with only minor flame variation. This yields a moderate alignment level, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to basic physical expectations: the flame rises naturally, wax melts plausibly, and lighting behaves consistently with a single light source. No obvious physical contradictions are present, supporting a high level of common-sense consistency (score 4).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ },
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+ "MQ": 3.921875,
+ "Overall": 9.9375
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot depicting a candle flame in an intimate, uninterrupted moment, focusing on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, emerging from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame as the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere — a focused and dramatic study of fragility and permanence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid. The resolution is clear enough to render the flame, wick, and wax texture with good detail. Lighting is consistent, and the dark background helps emphasize the flame. There are no obvious artifacts or distortions, and transitions between frames appear smooth. Overall, the visual quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a close-up of a candle flame and a dark background, which matches several elements. However, key aspects described in the prompt are not realized: there is no visible wick, no shimmering wax pool, and no dramatic color shifts or dynamic, erratic movement. The scene remains relatively static, with only minor flame variation. This yields a moderate alignment level, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to basic physical expectations: the flame rises naturally, wax melts plausibly, and lighting behaves consistently with a single light source. No obvious physical contradictions are present, supporting a high level of common-sense consistency (score 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": "An extreme close-up, static shot depicts a candle flame in an intimate, uninterrupted moment, focusing entirely on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, which emerges from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame, the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere—a focused and dramatic study of fragility and permanence.",
+ "seed": 20536,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_4/index_7360_seed_20536_dp_9_rank_18_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.765625,
+ "video_score2_ta": 2.21875,
+ "video_score2_mq": 3.75,
+ "video_score2_overall": 9.75,
+ "avg": 9.734375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot depicts a candle flame in an intimate, uninterrupted moment, focusing entirely on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, which emerges from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame, the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere—a focused and dramatic study of fragility and permanence.",
+ "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 an extreme close-up, static shot depicting a candle flame in an intimate, uninterrupted moment, focusing on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, emerging from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame as the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere — a focused and dramatic study of fragility and permanence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid. The resolution is adequate, and the flame remains clearly defined with good contrast against the dark background. The lighting is consistent, and the depth-of-field effect separating the flame from the blurred background is well executed. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is strong but not exceptional, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. While the scene presents a close-up flame and a dark, out-of-focus background, several key elements described in the prompt are not realized: there is no visible wick, no pool of melted wax, and no dramatic color shifts or dynamic tilting. The video captures only a portion of the intended narrative, resulting in a moderate misalignment overall (score ~3).\n\nPhysical/Common-sense Consistency:\nThe flame’s behavior appears physically plausible: it maintains a coherent shape, responds to implied air currents, and emits believable light. The lack of some described dynamics does not introduce obvious physical contradictions, so the overall common-sense consistency remains acceptable (score ~3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.765625,
+ "TA": 2.21875,
+ "MQ": 3.75,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot depicting a candle flame in an intimate, uninterrupted moment, focusing on its desperate struggle for life. The flame clings tenaciously to the tip of a blackened, glowing wick, emerging from a shimmering, translucent pool of melted wax. The background is completely dark and out of focus, with the flame as the sole source of illumination, splattering wildly as it battles an unseen breeze. It twists violently, its shapes dancing and flickering erratically; it shrinks to a fragile deep blue base before swelling into a brilliant teardrop of fiery red and gold. The flame tilts dramatically to one side, nearly extinguishing, before whipping back with frantic, renewed vigor, casting a dynamic, warm light that creates a captivating and tense atmosphere — a focused and dramatic study of fragility and permanence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid. The resolution is adequate, and the flame remains clearly defined with good contrast against the dark background. The lighting is consistent, and the depth-of-field effect separating the flame from the blurred background is well executed. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is strong but not exceptional, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. While the scene presents a close-up flame and a dark, out-of-focus background, several key elements described in the prompt are not realized: there is no visible wick, no pool of melted wax, and no dramatic color shifts or dynamic tilting. The video captures only a portion of the intended narrative, resulting in a moderate misalignment overall (score ~3).\n\nPhysical/Common-sense Consistency:\nThe flame’s behavior appears physically plausible: it maintains a coherent shape, responds to implied air currents, and emits believable light. The lack of some described dynamics does not introduce obvious physical contradictions, so the overall common-sense consistency remains acceptable (score ~3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_5/index_tensor([1545, 1545])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_5/index_tensor([1545, 1545])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9331a947eb7023d7ab2158ec8779aa9cbd0b445f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_5/index_tensor([1545, 1545])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.",
+ "seed": 30114,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_5/index_1545_seed_30114_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.71875,
+ "video_score2_ta": 1.234375,
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+ "video_score2_overall": 4.5625,
+ "avg": 4.546875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.",
+ "token_credit_reward": 4.5625,
+ "selected_reward": 4.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.\"\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits pervasive artifacts, heavy compression noise, and pronounced pixelation that obscure details. Color rendering is inconsistent, with washed-out blues and desaturated tones, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a consistently low-fidelity presentation with limited clarity and perceptual sharpness.\n\nText-to-Video Alignment Assessment:\nThe video only partially aligns with the prompt. It captures some elements such as a tall building and a gloomy sky, but the core dramatic destruction described—glass peeling, widespread shattering, and a vertical waterfall of fragments—is not convincingly realized. The sequence does not convincingly convey the intended dynamic, scale, or density of debris, and the overall alignment remains weak due to missing or underdeveloped key prompt features.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in how the destruction unfolds. The expected physics of falling glass and debris interactions are not convincingly depicted; motion appears static or inconsistently simulated, and the interaction between fragments and the environment lacks believable dynamics. Overall, the scene does not convincingly satisfy common-sense expectations for a catastrophic event.\n\nOverall assessment:\nThe video demonstrates substantial shortcomings across all three dimensions, with particularly poor visual fidelity and limited alignment to the prompt, resulting in a low overall evaluation.\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": 1.71875,
+ "TA": 1.234375,
+ "MQ": 1.59375,
+ "Overall": 4.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.\"\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits pervasive artifacts, heavy compression noise, and pronounced pixelation that obscure details. Color rendering is inconsistent, with washed-out blues and desaturated tones, and there is noticeable frame-to-frame instability that disrupts coherence. The result is a consistently low-fidelity presentation with limited clarity and perceptual sharpness.\n\nText-to-Video Alignment Assessment:\nThe video only partially aligns with the prompt. It captures some elements such as a tall building and a gloomy sky, but the core dramatic destruction described—glass peeling, widespread shattering, and a vertical waterfall of fragments—is not convincingly realized. The sequence does not convincingly convey the intended dynamic, scale, or density of debris, and the overall alignment remains weak due to missing or underdeveloped key prompt features.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in how the destruction unfolds. The expected physics of falling glass and debris interactions are not convincingly depicted; motion appears static or inconsistently simulated, and the interaction between fragments and the environment lacks believable dynamics. Overall, the scene does not convincingly satisfy common-sense expectations for a catastrophic event.\n\nOverall assessment:\nThe video demonstrates substantial shortcomings across all three dimensions, with particularly poor visual fidelity and limited alignment to the prompt, resulting in a low overall evaluation.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.",
+ "seed": 30115,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_5/index_1545_seed_30115_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.21875,
+ "video_score2_ta": 1.9453125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 7.25,
+ "avg": 7.2734375,
+ "reward_records": [
+ {
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+ "question": "An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.",
+ "token_credit_reward": 7.25,
+ "selected_reward": 7.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.\"\n\nVisual Quality Assessment:\nAcross the sequence, the overall visual quality is moderate. The imagery remains legible with recognizable architectural features, but there is noticeable blur and softness that reduce fine detail. The glass fragments are visible but not sharply defined, and some motion blur or compression artifacts contribute to a less crisp look. The color palette stays within cool blues and grays, supporting the intended mood, though the lack of sharpness limits perceived realism. Overall, the video communicates the intended aesthetic without achieving high-fidelity rendering.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—extreme long-shot framing, a ground-upward perspective, and a gloomy sky with a vertical cascade of glass fragments. However, certain aspects are underdeveloped: the density and dynamics of the falling glass do not fully realize the described vertical waterfall, and the background integration of other skyscrapers is only partially realized. The alignment is acceptable but not strong, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence presents plausible physical behavior for a glass-facade collapse, with gravity guiding the descent of fragments and a believable interaction with the environment. Yet the timing, scale, and distribution of debris feel somewhat staged rather than a fully organic, real-world event. Lighting and reflections support the scene, but the overall physical realism remains at a moderate level.\n\nOverall assessment:\nThe video achieves a balanced, mid-range performance across all three dimensions, delivering the core concept while lacking in high-fidelity detail and perfect 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": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.21875,
+ "TA": 1.9453125,
+ "MQ": 3.109375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.\"\n\nVisual Quality Assessment:\nAcross the sequence, the overall visual quality is moderate. The imagery remains legible with recognizable architectural features, but there is noticeable blur and softness that reduce fine detail. The glass fragments are visible but not sharply defined, and some motion blur or compression artifacts contribute to a less crisp look. The color palette stays within cool blues and grays, supporting the intended mood, though the lack of sharpness limits perceived realism. Overall, the video communicates the intended aesthetic without achieving high-fidelity rendering.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—extreme long-shot framing, a ground-upward perspective, and a gloomy sky with a vertical cascade of glass fragments. However, certain aspects are underdeveloped: the density and dynamics of the falling glass do not fully realize the described vertical waterfall, and the background integration of other skyscrapers is only partially realized. The alignment is acceptable but not strong, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence presents plausible physical behavior for a glass-facade collapse, with gravity guiding the descent of fragments and a believable interaction with the environment. Yet the timing, scale, and distribution of debris feel somewhat staged rather than a fully organic, real-world event. Lighting and reflections support the scene, but the overall physical realism remains at a moderate level.\n\nOverall assessment:\nThe video achieves a balanced, mid-range performance across all three dimensions, delivering the core concept while lacking in high-fidelity detail and perfect physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 30116,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_5/index_1545_seed_30116_dp_11_rank_22_sample_2_slot_0.mp4",
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+ "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 \"An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur that may be stylistic or due to compression. The color palette remains consistent with cool blues and grays, and the lighting supports the moody atmosphere. There are no major distortions or artifacts, and the sequence maintains coherence across frames. The imagery is not razor-sharp, but it remains readable and visually coherent.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an extreme long shot from ground level looking up, a telephoto-like compression, and a glass-facade destruction sequence with numerous fragments forming a vertical waterfall against a gloomy sky. The color scheme and the implied vertical dynamics align with the description. Some aspects—such as the explicit emphasis on the outlines of other buildings and the precise motion of each shard—are present but not always foregrounded, resulting in minor deviations rather than perfect parity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible physics for glass fragmentation and gravity-driven descent, with fragments moving downward and interacting with light in a believable manner. However, there are occasional stylizations or simplifications in motion and scale that prevent a higher level of realism, keeping the depiction within reasonable 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": 3.03125,
+ "TA": 3.0625,
+ "MQ": 3.34375,
+ "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 long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur that may be stylistic or due to compression. The color palette remains consistent with cool blues and grays, and the lighting supports the moody atmosphere. There are no major distortions or artifacts, and the sequence maintains coherence across frames. The imagery is not razor-sharp, but it remains readable and visually coherent.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an extreme long shot from ground level looking up, a telephoto-like compression, and a glass-facade destruction sequence with numerous fragments forming a vertical waterfall against a gloomy sky. The color scheme and the implied vertical dynamics align with the description. Some aspects—such as the explicit emphasis on the outlines of other buildings and the precise motion of each shard—are present but not always foregrounded, resulting in minor deviations rather than perfect parity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible physics for glass fragmentation and gravity-driven descent, with fragments moving downward and interacting with light in a believable manner. However, there are occasional stylizations or simplifications in motion and scale that prevent a higher level of realism, keeping the depiction within reasonable common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 30117,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_5/index_1545_seed_30117_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 2.4375,
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+ "video_score2_overall": 8.125,
+ "avg": 8.140625,
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+ "question": "An extreme long shot, shot from the ground upward, leverages the intense compression of a telephoto lens to unfold an awe-inspiring spectacle of destruction. The glass facade of a modern skyscraper peels and shatters across vast swathes, countless shards of glass, large and small, detaching from the structure to form an impenetrable, vertical waterfall. Against a gloomy sky, these fragments tumble and shimmer through the air, reflecting the cold, shimmering cityscape like a deadly, glittering rainstorm. The unique visual effect of the telephoto lens compresses this vertical fall into a dense, dynamic pattern on a two-dimensional surface. The outlines of other skyscrapers in the background blur and overlap within the compressed depth of field, further heightening the suffocating feeling of the image. The scene is dominated by icy blue and gray tones, creating an atmosphere of tense, spectacular, and apocalyptic, silent, and monumental catastrophe.",
+ "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 an extreme long shot from the ground upward, featuring a glass facade of a modern skyscraper that peels and shatters with numerous fragments forming a vertical waterfall against a gloomy sky. The sequence emphasizes a telephoto compression effect, dynamic motion, and a cold, apocalyptic mood with icy blue and gray tones.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant background elements. The glass reflections and water-like surfaces are present, yet fine details are not consistently crisp. Lighting remains moody and atmospheric, contributing to the intended tone, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key aspects such as the upward perspective, the glass facade, and the general mood, but crucial elements described in the prompt — extensive fragmentation, a true vertical waterfall of glass, and a dense, dynamic pattern on a two-dimensional surface — are not fully realized. The result reflects partial success rather than full fidelity to the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, reflections, and environmental context, with no obvious physics violations. However, the glass dynamics do not convincingly reproduce real-world fragmentation or cascading behavior, which slightly undermines the perceived realism of the destruction sequence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.8125,
+ "TA": 2.4375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme long shot from the ground upward, featuring a glass facade of a modern skyscraper that peels and shatters with numerous fragments forming a vertical waterfall against a gloomy sky. The sequence emphasizes a telephoto compression effect, dynamic motion, and a cold, apocalyptic mood with icy blue and gray tones.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant background elements. The glass reflections and water-like surfaces are present, yet fine details are not consistently crisp. Lighting remains moody and atmospheric, contributing to the intended tone, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key aspects such as the upward perspective, the glass facade, and the general mood, but crucial elements described in the prompt — extensive fragmentation, a true vertical waterfall of glass, and a dense, dynamic pattern on a two-dimensional surface — are not fully realized. The result reflects partial success rather than full fidelity to the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, reflections, and environmental context, with no obvious physics violations. However, the glass dynamics do not convincingly reproduce real-world fragmentation or cascading behavior, which slightly undermines the perceived realism of the destruction sequence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_6/index_tensor([6150, 6150])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_6/index_tensor([6150, 6150])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..27c52df8d25aa83defd4f14aa42c42583abec04a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_6/index_tensor([6150, 6150])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "realistic, extreme close-up shot, captured from a static, top-down bird's-eye view, focuses on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, casting tiny, sharp shadows under bright, clean studio lighting and clearly reflecting off the basket's metal rim. When subtle, high-frequency vibrations are introduced, the camera remains perfectly still, allowing the viewer to witness a mesmerizing transformation. The individual grounds systematically shift and flow like a black, granular liquid, breaking up small clumps and filling every void. The entire coffee bed gradually compacts, its overall height noticeably decreasing as it settles into a perfectly dense, level puck. The vibrations cease, leaving behind a perfectly flat, smooth surface evenly distributed around the basket's rim, creating a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates the meticulous process of coffee preparation in surreal detail.",
+ "seed": 13785,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_6/index_6150_seed_13785_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": 3.40625,
+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.625,
+ "avg": 8.625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "realistic, extreme close-up shot, captured from a static, top-down bird's-eye view, focuses on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, casting tiny, sharp shadows under bright, clean studio lighting and clearly reflecting off the basket's metal rim. When subtle, high-frequency vibrations are introduced, the camera remains perfectly still, allowing the viewer to witness a mesmerizing transformation. The individual grounds systematically shift and flow like a black, granular liquid, breaking up small clumps and filling every void. The entire coffee bed gradually compacts, its overall height noticeably decreasing as it settles into a perfectly dense, level puck. The vibrations cease, leaving behind a perfectly flat, smooth surface evenly distributed around the basket's rim, creating a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates the meticulous process of coffee preparation in surreal detail.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
+ "frame_importance": [
+ 0.35194990038871765,
+ 0.38056862354278564,
+ 0.2674815058708191
+ ],
+ "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 realistic, extreme close-up shot from a static, top-down bird's-eye view focusing on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, with tiny sharp shadows under bright, clean studio lighting and reflections on the basket rim. When subtle high-frequency vibrations are introduced, the camera remains still while the grounds transform, shifting and flowing like a black granular liquid, breaking up small clumps and settling into a perfectly dense, level puck. The vibrations stop, leaving a flat, smooth surface around the basket rim, conveying a deeply satisfying, focused, and almost hypnotic atmosphere of meticulous coffee preparation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the metallic textures are reasonably rendered, with believable reflections on the basket rim. Lighting is generally consistent and the coffee grounds show plausible color variation. However, there is limited motion between frames, resulting in a relatively static sequence. No major artifacts or distortions are evident, and the overall clarity is acceptable. Overall Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — an extreme close-up, a top-down perspective, visible coffee grounds, and a metallic filter basket with reflections. However, key dynamic aspects described in the prompt are not realized: there is no observable progression of the coffee bed compaction, no fluid-like movement, and no transformation into a dense, level puck. The result is a moderate alignment where the scene matches the setup but misses the essential kinetic evolution, yielding a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible static moment with coherent lighting and material properties. Yet the absence of the expected dynamic behavior reduces the perceived realism of a coffee preparation process. The lack of fluid motion and progressive compaction makes the depiction feel inconsistent with common-sense expectations for a real-world workflow, resulting in a lower score for physical consistency.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical 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": 3.40625,
+ "TA": 2.171875,
+ "MQ": 3.046875,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a realistic, extreme close-up shot from a static, top-down bird's-eye view focusing on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, with tiny sharp shadows under bright, clean studio lighting and reflections on the basket rim. When subtle high-frequency vibrations are introduced, the camera remains still while the grounds transform, shifting and flowing like a black granular liquid, breaking up small clumps and settling into a perfectly dense, level puck. The vibrations stop, leaving a flat, smooth surface around the basket rim, conveying a deeply satisfying, focused, and almost hypnotic atmosphere of meticulous coffee preparation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the metallic textures are reasonably rendered, with believable reflections on the basket rim. Lighting is generally consistent and the coffee grounds show plausible color variation. However, there is limited motion between frames, resulting in a relatively static sequence. No major artifacts or distortions are evident, and the overall clarity is acceptable. Overall Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — an extreme close-up, a top-down perspective, visible coffee grounds, and a metallic filter basket with reflections. However, key dynamic aspects described in the prompt are not realized: there is no observable progression of the coffee bed compaction, no fluid-like movement, and no transformation into a dense, level puck. The result is a moderate alignment where the scene matches the setup but misses the essential kinetic evolution, yielding a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible static moment with coherent lighting and material properties. Yet the absence of the expected dynamic behavior reduces the perceived realism of a coffee preparation process. The lack of fluid motion and progressive compaction makes the depiction feel inconsistent with common-sense expectations for a real-world workflow, resulting in a lower score for physical consistency.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "realistic, extreme close-up shot, captured from a static, top-down bird's-eye view, focuses on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, casting tiny, sharp shadows under bright, clean studio lighting and clearly reflecting off the basket's metal rim. When subtle, high-frequency vibrations are introduced, the camera remains perfectly still, allowing the viewer to witness a mesmerizing transformation. The individual grounds systematically shift and flow like a black, granular liquid, breaking up small clumps and filling every void. The entire coffee bed gradually compacts, its overall height noticeably decreasing as it settles into a perfectly dense, level puck. The vibrations cease, leaving behind a perfectly flat, smooth surface evenly distributed around the basket's rim, creating a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates the meticulous process of coffee preparation in surreal detail.",
+ "seed": 13786,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_6/index_6150_seed_13786_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.171875,
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+ "video_score2_overall": 8.5,
+ "avg": 8.515625,
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+ "question": "realistic, extreme close-up shot, captured from a static, top-down bird's-eye view, focuses on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, casting tiny, sharp shadows under bright, clean studio lighting and clearly reflecting off the basket's metal rim. When subtle, high-frequency vibrations are introduced, the camera remains perfectly still, allowing the viewer to witness a mesmerizing transformation. The individual grounds systematically shift and flow like a black, granular liquid, breaking up small clumps and filling every void. The entire coffee bed gradually compacts, its overall height noticeably decreasing as it settles into a perfectly dense, level puck. The vibrations cease, leaving behind a perfectly flat, smooth surface evenly distributed around the basket's rim, creating a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates the meticulous process of coffee preparation in surreal detail.",
+ "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 realistic, extreme close-up shot from a static, top-down bird's-eye view focusing on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, with tiny sharp shadows under bright, clean studio lighting and reflections on the basket rim. When subtle high-frequency vibrations are introduced, the camera remains still while the grounds transform, shifting and flowing like a black granular liquid, breaking up small clumps and settling into a dense, level puck. The sequence ends with a perfectly flat, smooth surface around the basket rim, conveying a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates meticulous coffee preparation in surreal detail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the metallic textures are reasonably rendered, with believable reflections on the basket rim. The coffee grounds show decent texture and color variation, and lighting remains consistent across shots. However, there is limited motion between frames, resulting in a relatively static feel and only moderate dynamism in the scene. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a top-down view, visible coffee grounds, and a metallic filter basket with reflections. Yet key aspects of the described transformation are not convincingly realized: the expected fluid motion, the breakdown of clumps, and the progressive compaction into a flat, dense surface are not clearly demonstrated. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible material properties and lighting, with coherent reflections and textures. However, the central dynamic behavior described in the prompt — continuous, fluid-like movement and a systematic breakdown of the coffee mass — is not convincingly depicted. The result is a plausible but incomplete depiction of the intended physical process, corresponding to a mid-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": 2.171875,
+ "MQ": 3.0625,
+ "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 realistic, extreme close-up shot from a static, top-down bird's-eye view focusing on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, with tiny sharp shadows under bright, clean studio lighting and reflections on the basket rim. When subtle high-frequency vibrations are introduced, the camera remains still while the grounds transform, shifting and flowing like a black granular liquid, breaking up small clumps and settling into a dense, level puck. The sequence ends with a perfectly flat, smooth surface around the basket rim, conveying a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates meticulous coffee preparation in surreal detail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the metallic textures are reasonably rendered, with believable reflections on the basket rim. The coffee grounds show decent texture and color variation, and lighting remains consistent across shots. However, there is limited motion between frames, resulting in a relatively static feel and only moderate dynamism in the scene. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a top-down view, visible coffee grounds, and a metallic filter basket with reflections. Yet key aspects of the described transformation are not convincingly realized: the expected fluid motion, the breakdown of clumps, and the progressive compaction into a flat, dense surface are not clearly demonstrated. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible material properties and lighting, with coherent reflections and textures. However, the central dynamic behavior described in the prompt — continuous, fluid-like movement and a systematic breakdown of the coffee mass — is not convincingly depicted. The result is a plausible but incomplete depiction of the intended physical process, corresponding to a mid-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"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a realistic, extreme close-up shot from a static, top-down bird's-eye view focusing on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, with tiny sharp shadows under bright, clean studio lighting and reflections on the basket rim. When subtle, high-frequency vibrations are introduced, the camera remains perfectly still, allowing the viewer to observe a mesmerizing transformation as the grounds shift and flow like a black, granular liquid, breaking up small clumps and filling every void. The entire coffee bed gradually compacts, its height noticeably decreasing as it settles into a perfectly dense, level puck. The vibrations cease, leaving behind a perfectly flat, smooth surface evenly distributed around the basket rim, creating a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates the meticulous process of coffee preparation in surreal detail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the metallic textures are reasonably rendered, with believable reflections on the basket rim. Lighting is generally consistent and the depth-of-field effect is convincing, keeping the coffee in focus while the background remains softly blurred. There are no obvious distortions or artifacts, and color grading remains stable across shots. However, the sequence does not exhibit standout visual polish or dynamic cinematography; it reads as competent rather than outstanding. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, top-down perspective, visible coffee grounds, and a metallic filter basket with reflective highlights. However, key aspects of the described transformation are not convincingly realized. The initial fluffy, uneven mass and the dramatic, fluid-like compaction are not clearly demonstrated, and the depiction of a mesmerizing, continuous transformation is limited. The alignment is therefore moderate: some prompt components are present, but the central kinetic narrative is underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the basket appears structurally sound, reflections behave consistently, and the coffee texture remains coherent throughout. There are no glaring inconsistencies in lighting, geometry, or material behavior. Some minor deviations in the expected dynamics of compaction exist, but they do not undermine overall realism. In sum, Physical/Common-sense Consistency is acceptable and coherent, though 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": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.609375,
+ "TA": 2.484375,
+ "MQ": 3.0625,
+ "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 realistic, extreme close-up shot from a static, top-down bird's-eye view focusing on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, with tiny sharp shadows under bright, clean studio lighting and reflections on the basket rim. When subtle, high-frequency vibrations are introduced, the camera remains perfectly still, allowing the viewer to observe a mesmerizing transformation as the grounds shift and flow like a black, granular liquid, breaking up small clumps and filling every void. The entire coffee bed gradually compacts, its height noticeably decreasing as it settles into a perfectly dense, level puck. The vibrations cease, leaving behind a perfectly flat, smooth surface evenly distributed around the basket rim, creating a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates the meticulous process of coffee preparation in surreal detail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the metallic textures are reasonably rendered, with believable reflections on the basket rim. Lighting is generally consistent and the depth-of-field effect is convincing, keeping the coffee in focus while the background remains softly blurred. There are no obvious distortions or artifacts, and color grading remains stable across shots. However, the sequence does not exhibit standout visual polish or dynamic cinematography; it reads as competent rather than outstanding. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, top-down perspective, visible coffee grounds, and a metallic filter basket with reflective highlights. However, key aspects of the described transformation are not convincingly realized. The initial fluffy, uneven mass and the dramatic, fluid-like compaction are not clearly demonstrated, and the depiction of a mesmerizing, continuous transformation is limited. The alignment is therefore moderate: some prompt components are present, but the central kinetic narrative is underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the basket appears structurally sound, reflections behave consistently, and the coffee texture remains coherent throughout. There are no glaring inconsistencies in lighting, geometry, or material behavior. Some minor deviations in the expected dynamics of compaction exist, but they do not undermine overall realism. In sum, Physical/Common-sense Consistency is acceptable and coherent, though not exceptional.\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": 13788,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_6/index_6150_seed_13788_dp_13_rank_26_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.390625,
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+ "video_score2_overall": 8.75,
+ "avg": 8.75,
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+ "question": "realistic, extreme close-up shot, captured from a static, top-down bird's-eye view, focuses on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, casting tiny, sharp shadows under bright, clean studio lighting and clearly reflecting off the basket's metal rim. When subtle, high-frequency vibrations are introduced, the camera remains perfectly still, allowing the viewer to witness a mesmerizing transformation. The individual grounds systematically shift and flow like a black, granular liquid, breaking up small clumps and filling every void. The entire coffee bed gradually compacts, its overall height noticeably decreasing as it settles into a perfectly dense, level puck. The vibrations cease, leaving behind a perfectly flat, smooth surface evenly distributed around the basket's rim, creating a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates the meticulous process of coffee preparation in surreal detail.",
+ "token_credit_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a realistic, extreme close-up shot from a static, top-down bird's-eye view focusing on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, with tiny sharp shadows under bright, clean studio lighting and reflections on the basket rim. When subtle, high-frequency vibrations are introduced, the camera remains perfectly still, allowing the viewer to observe a mesmerizing transformation as the grounds shift and flow like a black, granular liquid, breaking up small clumps and filling every void. The entire coffee bed gradually compacts, its height noticeably decreasing as it settles into a perfectly dense, level puck. The vibrations cease, leaving behind a perfectly flat, smooth surface evenly distributed around the basket rim, creating a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates the meticulous process of coffee preparation in surreal detail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the metallic surfaces show believable reflections, yet some frames exhibit mild softness or minor noise that slightly reduces perceived sharpness. Lighting is generally consistent and highlights the textures, but there are occasional minor inconsistencies in color balance or contrast. Overall, the visuals are coherent and credible, but they do not reach a high-end level of polish across all frames.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a top-down view, visible coffee grounds, and a metallic container. However, key dynamic aspects described in the prompt are not demonstrated in the frames: there is no clear evidence of high-frequency vibrations, no observable transformation of the coffee bed over time, and no final settling into a level puck. The result is a moderate alignment: essential components are present, but the transformative sequence and the specific physical dynamics are missing, reducing the overall fidelity to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene presents plausible material properties: the coffee grounds appear realistic in texture and color, and the metallic container reflects light in a believable manner. Yet the absence of the expected dynamic behavior—no compaction, no fluid-like motion, and no final settling—creates a disconnect between the described process and what is shown. This yields a moderate level of physical-consistency, where individual elements are believable, but the overall sequence does not fully align with common-sense expectations for the depicted scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 2.390625,
+ "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 realistic, extreme close-up shot from a static, top-down bird's-eye view focusing on a pile of freshly ground espresso coffee inside a polished stainless steel portable filter basket. The coffee begins as a fluffy, uneven mass of fine, dark brown grains in varying shades, with tiny sharp shadows under bright, clean studio lighting and reflections on the basket rim. When subtle, high-frequency vibrations are introduced, the camera remains perfectly still, allowing the viewer to observe a mesmerizing transformation as the grounds shift and flow like a black, granular liquid, breaking up small clumps and filling every void. The entire coffee bed gradually compacts, its height noticeably decreasing as it settles into a perfectly dense, level puck. The vibrations cease, leaving behind a perfectly flat, smooth surface evenly distributed around the basket rim, creating a deeply satisfying, focused, and almost hypnotic atmosphere that celebrates the meticulous process of coffee preparation in surreal detail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the metallic surfaces show believable reflections, yet some frames exhibit mild softness or minor noise that slightly reduces perceived sharpness. Lighting is generally consistent and highlights the textures, but there are occasional minor inconsistencies in color balance or contrast. Overall, the visuals are coherent and credible, but they do not reach a high-end level of polish across all frames.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a top-down view, visible coffee grounds, and a metallic container. However, key dynamic aspects described in the prompt are not demonstrated in the frames: there is no clear evidence of high-frequency vibrations, no observable transformation of the coffee bed over time, and no final settling into a level puck. The result is a moderate alignment: essential components are present, but the transformative sequence and the specific physical dynamics are missing, reducing the overall fidelity to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene presents plausible material properties: the coffee grounds appear realistic in texture and color, and the metallic container reflects light in a believable manner. Yet the absence of the expected dynamic behavior—no compaction, no fluid-like motion, and no final settling—creates a disconnect between the described process and what is shown. This yields a moderate level of physical-consistency, where individual elements are believable, but the overall sequence does not fully align with common-sense expectations for the depicted scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_8/index_tensor([2776, 2776])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_8/index_tensor([2776, 2776])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..87d77c018000d01d63d2645e601e7a5cd6a86b02
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_8/index_tensor([2776, 2776])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "steady, low-angle, medium-side shot pans parallel to a massive icebreaker, rendered in a stark graphic novel art style, with every element defined by heavy, inky black outlines. The ship's sturdy hull is a solid crimson block, its angular reinforcements emphasized by bold lines. It relentlessly carves a path through a vast, frozen ocean of broken white and pale blue ice floes. As the ship's bow decisively collides with the ice cap, the impact is explosive; massive slabs of ice are thrust upward before shattering into a cloud of sharp, crystalline shards that fly through the air. The dark, frigid waters, a near-black deep blue, churn violently, with roiling whitecaps crashing against the ship's hull. The entire scene is bathed in the harsh light of a low Arctic sun, creating a high-contrast palette devoid of soft gradients—just the deep red of the ship, the bright white of the ice, the deep black of the water, and the pale cyan of the sky, evoking a powerful and harsh atmosphere against the desolate, frozen world.",
+ "seed": 11850,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_8/index_2776_seed_11850_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": 3.21875,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.0,
+ "avg": 9.046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "steady, low-angle, medium-side shot pans parallel to a massive icebreaker, rendered in a stark graphic novel art style, with every element defined by heavy, inky black outlines. The ship's sturdy hull is a solid crimson block, its angular reinforcements emphasized by bold lines. It relentlessly carves a path through a vast, frozen ocean of broken white and pale blue ice floes. As the ship's bow decisively collides with the ice cap, the impact is explosive; massive slabs of ice are thrust upward before shattering into a cloud of sharp, crystalline shards that fly through the air. The dark, frigid waters, a near-black deep blue, churn violently, with roiling whitecaps crashing against the ship's hull. The entire scene is bathed in the harsh light of a low Arctic sun, creating a high-contrast palette devoid of soft gradients—just the deep red of the ship, the bright white of the ice, the deep black of the water, and the pale cyan of the sky, evoking a powerful and harsh atmosphere against the desolate, frozen world.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic ice-breaker scenario with a low-angle, medium-side view, heavy graphic-novel styling, and a vivid color palette (deep red hull, white ice, deep blue water, pale cyan sky). The intended sequence includes a decisive collision with an ice cap, explosive impact, and dynamic ice fragmentation, culminating in a high-contrast, high-intensity moment.\n\nVisual Quality Analysis:\nThe frames show a consistent graphic-novel aesthetic with clean line work and a stylized rendering. However, the overall visual quality is moderate rather than exceptional: there are occasional minor artifacts or slight inconsistencies in texture and motion cues, and some frames exhibit limited detail compared with photorealistic expectations. The result is coherent and readable, but not outstanding in realism or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video adopts the requested artistic style and presents a large vessel in an icy setting with a low-angle perspective and a crimson hull. Yet key narrative elements are underdeveloped: there is no clear depiction of the ship actively breaking through ice, no visible explosion or dramatic collision, and the ice dynamics are relatively static. The scene conveys atmosphere and design language well, but the core action described in the prompt is not realized, yielding a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and coherent lighting within the stylized framework. The vessel’s proportions and interaction with ice appear reasonable, and the environment remains internally consistent. Some expected dynamic responses to ice interaction are missing, which slightly reduces perceived realism, but the overall physical logic remains intact.\n\nOverall assessment:\nThe video demonstrates competent technical execution and faithful stylistic translation of the prompt, but it does not fully realize the dramatic action and kinetic energy described. The result is 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": 3.21875,
+ "TA": 2.734375,
+ "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 dramatic ice-breaker scenario with a low-angle, medium-side view, heavy graphic-novel styling, and a vivid color palette (deep red hull, white ice, deep blue water, pale cyan sky). The intended sequence includes a decisive collision with an ice cap, explosive impact, and dynamic ice fragmentation, culminating in a high-contrast, high-intensity moment.\n\nVisual Quality Analysis:\nThe frames show a consistent graphic-novel aesthetic with clean line work and a stylized rendering. However, the overall visual quality is moderate rather than exceptional: there are occasional minor artifacts or slight inconsistencies in texture and motion cues, and some frames exhibit limited detail compared with photorealistic expectations. The result is coherent and readable, but not outstanding in realism or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video adopts the requested artistic style and presents a large vessel in an icy setting with a low-angle perspective and a crimson hull. Yet key narrative elements are underdeveloped: there is no clear depiction of the ship actively breaking through ice, no visible explosion or dramatic collision, and the ice dynamics are relatively static. The scene conveys atmosphere and design language well, but the core action described in the prompt is not realized, yielding a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and coherent lighting within the stylized framework. The vessel’s proportions and interaction with ice appear reasonable, and the environment remains internally consistent. Some expected dynamic responses to ice interaction are missing, which slightly reduces perceived realism, but the overall physical logic remains intact.\n\nOverall assessment:\nThe video demonstrates competent technical execution and faithful stylistic translation of the prompt, but it does not fully realize the dramatic action and kinetic energy described. The result is 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": "steady, low-angle, medium-side shot pans parallel to a massive icebreaker, rendered in a stark graphic novel art style, with every element defined by heavy, inky black outlines. The ship's sturdy hull is a solid crimson block, its angular reinforcements emphasized by bold lines. It relentlessly carves a path through a vast, frozen ocean of broken white and pale blue ice floes. As the ship's bow decisively collides with the ice cap, the impact is explosive; massive slabs of ice are thrust upward before shattering into a cloud of sharp, crystalline shards that fly through the air. The dark, frigid waters, a near-black deep blue, churn violently, with roiling whitecaps crashing against the ship's hull. The entire scene is bathed in the harsh light of a low Arctic sun, creating a high-contrast palette devoid of soft gradients—just the deep red of the ship, the bright white of the ice, the deep black of the water, and the pale cyan of the sky, evoking a powerful and harsh atmosphere against the desolate, frozen world.",
+ "seed": 11851,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_8/index_2776_seed_11851_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": 2.828125,
+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.1875,
+ "avg": 8.1875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "steady, low-angle, medium-side shot pans parallel to a massive icebreaker, rendered in a stark graphic novel art style, with every element defined by heavy, inky black outlines. The ship's sturdy hull is a solid crimson block, its angular reinforcements emphasized by bold lines. It relentlessly carves a path through a vast, frozen ocean of broken white and pale blue ice floes. As the ship's bow decisively collides with the ice cap, the impact is explosive; massive slabs of ice are thrust upward before shattering into a cloud of sharp, crystalline shards that fly through the air. The dark, frigid waters, a near-black deep blue, churn violently, with roiling whitecaps crashing against the ship's hull. The entire scene is bathed in the harsh light of a low Arctic sun, creating a high-contrast palette devoid of soft gradients—just the deep red of the ship, the bright white of the ice, the deep black of the water, and the pale cyan of the sky, evoking a powerful and harsh atmosphere against the desolate, frozen world.",
+ "token_credit_reward": 8.1875,
+ "selected_reward": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic ice-breaker scenario with a low-angle, medium-side view, heavy graphic-novel styling, and a vivid color palette (deep red hull, white ice, dark water, pale sky). The intended sequence includes a decisive collision with an ice cap, explosive impact, and dynamic fragmentation of ice, culminating in a high-contrast, high-intensity moment.\n\nVisual Quality Analysis:\nThe frames show a consistent graphic-novel aesthetic with clean line work and a stylized rendering. However, the overall visual quality is moderate rather than exceptional: there are occasional minor artifacts or slight inconsistencies in texture and edge definition across frames, which prevent a higher rating. The style remains coherent and readable, but it does not exhibit standout realism or polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video adopts the requested artistic style and presents a large vessel in an icy setting, but several key narrative elements are underdeveloped or missing: the low-angle, medium-side perspective is not clearly realized, the moment of collision and the explosive fragmentation are not convincingly depicted, and the dynamic interaction between hull and ice is not strongly conveyed. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a believable vessel silhouette within the stylized framework. Yet the physics of ice interaction and the expected explosive dynamics are not convincingly demonstrated, resulting in only moderate common-sense consistency. The depiction prioritizes artistic expression over strict physical realism, which lowers the perceived realism while preserving stylistic 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": 2.828125,
+ "TA": 2.359375,
+ "MQ": 3.0,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic ice-breaker scenario with a low-angle, medium-side view, heavy graphic-novel styling, and a vivid color palette (deep red hull, white ice, dark water, pale sky). The intended sequence includes a decisive collision with an ice cap, explosive impact, and dynamic fragmentation of ice, culminating in a high-contrast, high-intensity moment.\n\nVisual Quality Analysis:\nThe frames show a consistent graphic-novel aesthetic with clean line work and a stylized rendering. However, the overall visual quality is moderate rather than exceptional: there are occasional minor artifacts or slight inconsistencies in texture and edge definition across frames, which prevent a higher rating. The style remains coherent and readable, but it does not exhibit standout realism or polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video adopts the requested artistic style and presents a large vessel in an icy setting, but several key narrative elements are underdeveloped or missing: the low-angle, medium-side perspective is not clearly realized, the moment of collision and the explosive fragmentation are not convincingly depicted, and the dynamic interaction between hull and ice is not strongly conveyed. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a believable vessel silhouette within the stylized framework. Yet the physics of ice interaction and the expected explosive dynamics are not convincingly demonstrated, resulting in only moderate common-sense consistency. The depiction prioritizes artistic expression over strict physical realism, which lowers the perceived realism while preserving stylistic 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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+ "seed": 11852,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_8/index_2776_seed_11852_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 2.140625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.5,
+ "avg": 8.484375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "steady, low-angle, medium-side shot pans parallel to a massive icebreaker, rendered in a stark graphic novel art style, with every element defined by heavy, inky black outlines. The ship's sturdy hull is a solid crimson block, its angular reinforcements emphasized by bold lines. It relentlessly carves a path through a vast, frozen ocean of broken white and pale blue ice floes. As the ship's bow decisively collides with the ice cap, the impact is explosive; massive slabs of ice are thrust upward before shattering into a cloud of sharp, crystalline shards that fly through the air. The dark, frigid waters, a near-black deep blue, churn violently, with roiling whitecaps crashing against the ship's hull. The entire scene is bathed in the harsh light of a low Arctic sun, creating a high-contrast palette devoid of soft gradients—just the deep red of the ship, the bright white of the ice, the deep black of the water, and the pale cyan of the sky, evoking a powerful and harsh atmosphere against the desolate, frozen world.",
+ "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. 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 ice-breaker scenario with a low-angle, medium-side view, heavy graphic-novel styling, and a vivid color palette (deep red hull, white ice, dark water, pale cyan sky). The intended sequence includes a decisive collision with an ice cap, explosive impact, and dynamic fragmentation of ice, culminating in a high-contrast, high-intensity moment.\n\nVisual Quality Assessment:\nThe frames show a consistent graphic-novel aesthetic with clean line work and vibrant colors. However, the overall motion is limited: frames are largely static with only subtle changes, resulting in a moderate sense of dynamism. There are no obvious artifacts or distortions, but the lack of movement reduces the perceived visual impact. Overall, visual quality is mid-range rather than strong.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the vessel design and the icy environment are present, and the graphic style matches. Yet the core action promised by the prompt — a decisive collision with an ice cap, explosive impact, and ice fragmentation — is not realized. The video remains relatively static, with only minor interaction between the hull and ice, so the alignment is moderate rather than complete.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible proportions and environmental context, with coherent lighting and spatial relationships. The absence of the expected dynamic ice-interaction and explosive effects introduces a mild inconsistency with the described physics, but there are no glaring logical contradictions. Overall, physical/common-sense consistency is acceptable but not fully convincing.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(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": 2.140625,
+ "MQ": 3.046875,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 ice-breaker scenario with a low-angle, medium-side view, heavy graphic-novel styling, and a vivid color palette (deep red hull, white ice, dark water, pale cyan sky). The intended sequence includes a decisive collision with an ice cap, explosive impact, and dynamic fragmentation of ice, culminating in a high-contrast, high-intensity moment.\n\nVisual Quality Assessment:\nThe frames show a consistent graphic-novel aesthetic with clean line work and vibrant colors. However, the overall motion is limited: frames are largely static with only subtle changes, resulting in a moderate sense of dynamism. There are no obvious artifacts or distortions, but the lack of movement reduces the perceived visual impact. Overall, visual quality is mid-range rather than strong.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the vessel design and the icy environment are present, and the graphic style matches. Yet the core action promised by the prompt — a decisive collision with an ice cap, explosive impact, and ice fragmentation — is not realized. The video remains relatively static, with only minor interaction between the hull and ice, so the alignment is moderate rather than complete.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible proportions and environmental context, with coherent lighting and spatial relationships. The absence of the expected dynamic ice-interaction and explosive effects introduces a mild inconsistency with the described physics, but there are no glaring logical contradictions. Overall, physical/common-sense consistency is acceptable but not fully convincing.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady, low-angle, medium-side shot pans parallel to a massive icebreaker, rendered in a stark graphic novel art style, with every element defined by heavy, inky black outlines. The ship's sturdy hull is a solid crimson block, its angular reinforcements emphasized by bold lines. It relentlessly carves a path through a vast, frozen ocean of broken white and pale blue ice floes. As the ship's bow decisively collides with the ice cap, the impact is explosive; massive slabs of ice are thrust upward before shattering into a cloud of sharp, crystalline shards that fly through the air. The dark, frigid waters, a near-black deep blue, churn violently, with roiling whitecaps crashing against the ship's hull. The entire scene is bathed in the harsh light of a low Arctic sun, creating a high-contrast palette devoid of soft gradients—just the deep red of the ship, the bright white of the ice, the deep black of the water, and the pale cyan of the sky, evoking a powerful and harsh atmosphere against the desolate, frozen world.",
+ "seed": 11853,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_8/index_2776_seed_11853_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": 2.734375,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.0625,
+ "avg": 8.078125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "steady, low-angle, medium-side shot pans parallel to a massive icebreaker, rendered in a stark graphic novel art style, with every element defined by heavy, inky black outlines. The ship's sturdy hull is a solid crimson block, its angular reinforcements emphasized by bold lines. It relentlessly carves a path through a vast, frozen ocean of broken white and pale blue ice floes. As the ship's bow decisively collides with the ice cap, the impact is explosive; massive slabs of ice are thrust upward before shattering into a cloud of sharp, crystalline shards that fly through the air. The dark, frigid waters, a near-black deep blue, churn violently, with roiling whitecaps crashing against the ship's hull. The entire scene is bathed in the harsh light of a low Arctic sun, creating a high-contrast palette devoid of soft gradients—just the deep red of the ship, the bright white of the ice, the deep black of the water, and the pale cyan of the sky, evoking a powerful and harsh atmosphere against the desolate, frozen world.",
+ "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 dramatic ice-breaker scenario with a low-angle, medium-side view of a massive vessel, rendered in a stark graphic-novel style with heavy outlines. The ship is depicted as a solid crimson block with angular reinforcements, moving through a vast frozen ocean of broken ice. The moment of collision with the ice cap is expected to be explosive, with ice slabs rising and shattering into crystalline fragments, and the scene should convey a harsh, high-contrast Arctic mood.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show decent resolution and clear depiction of the ship and water, but the rendering remains clearly stylized rather than photorealistic. There are no major artifacts or distortions, and lighting/contrast are consistent across frames. However, the visuals do not reach high-fidelity realism, and some fine details are simplified due to the stylization.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes a large ship and a low-angle perspective, several key elements from the prompt are missing or underdeveloped: there is no visible ice cap collision or explosion, and the scene lacks the dynamic ice interaction described. The vessel design and color treatment are broadly consistent with the prompt’s aesthetic, but the central dramatic event and the intense ice dynamics are not realized. The result reflects a partial match with important omissions.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The vessel sits and moves plausibly on the water surface, with reasonable reflections and wake behavior. The stylized rendering reduces some physical detail, but there are no obvious physics violations. Overall, the scene maintains coherent spatial relationships and plausible maritime motion within the chosen artistic approach.\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": 2.734375,
+ "TA": 2.34375,
+ "MQ": 3.0,
+ "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 dramatic ice-breaker scenario with a low-angle, medium-side view of a massive vessel, rendered in a stark graphic-novel style with heavy outlines. The ship is depicted as a solid crimson block with angular reinforcements, moving through a vast frozen ocean of broken ice. The moment of collision with the ice cap is expected to be explosive, with ice slabs rising and shattering into crystalline fragments, and the scene should convey a harsh, high-contrast Arctic mood.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show decent resolution and clear depiction of the ship and water, but the rendering remains clearly stylized rather than photorealistic. There are no major artifacts or distortions, and lighting/contrast are consistent across frames. However, the visuals do not reach high-fidelity realism, and some fine details are simplified due to the stylization.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes a large ship and a low-angle perspective, several key elements from the prompt are missing or underdeveloped: there is no visible ice cap collision or explosion, and the scene lacks the dynamic ice interaction described. The vessel design and color treatment are broadly consistent with the prompt’s aesthetic, but the central dramatic event and the intense ice dynamics are not realized. The result reflects a partial match with important omissions.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The vessel sits and moves plausibly on the water surface, with reasonable reflections and wake behavior. The stylized rendering reduces some physical detail, but there are no obvious physics violations. Overall, the scene maintains coherent spatial relationships and plausible maritime motion within the chosen artistic approach.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_9/index_tensor([9517, 9517])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_9/index_tensor([9517, 9517])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7c928a347947700bc8c1da33c40706f5c5cf329
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_9/index_tensor([9517, 9517])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 19310,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_9/index_9517_seed_19310_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": 3.625,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 9.875,
+ "avg": 9.875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, side-on tracking shot follows a massive African elephant as it gallops across the vast African savannah. The warm, golden sunset of a magical hour shines from behind the horizon, creating a powerful backlight effect, tinting the beast's deeply wrinkled gray skin with a dazzling golden rim. Its weathered tusks reflect the warm light. Its four thick, pillar-like legs surge in unstoppable rhythm, each stride slamming heavily into the dry, cracked earth, stirring up vast clouds of reddish-brown dust and creating a billowing, swirling cloud in its wake. Light pierces the dust, forming distinct beams of light. Behind it, sparse silhouettes of albizzia trees punctuate the boundless golden grasslands, while the distant sky is painted a magnificent canvas of fiery orange, soft pink, and deep purple. The elephant's long trunk swings vigorously back and forth with the rhythm of its running, and its huge fan-shaped ears flap backwards close to its head. The whole picture is full of primitive vitality and epic grandeur, creating an atmosphere that is both shocking and tranquil.",
+ "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 low-angle, side-on tracking shot following a massive African elephant as it gallops across the vast savannah. The warm golden sunset creates a dramatic backlight, tinting the elephant's wrinkled gray skin with a dazzling rim. Weathered tusks reflect the warm light, and the four thick legs move with rhythmic strides through dry, cracked earth, stirring up dust clouds. Light beams pierce the dust, and sparse trees punctuate the golden grasslands under a sky painted with fiery oranges, pinks, and purples. The trunk swings and the ears flap, conveying primitive vitality and epic grandeur.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The elephant remains identifiable, yet fine details are not consistently crisp. The warm sunset lighting is present and contributes to mood, though color grading can feel slightly flat due to compression. Motion appears reasonably smooth across the sequence, but occasional frame-to-frame inconsistencies reduce perceived sharpness. In sum, the scene communicates the intended atmosphere, but technical limitations prevent high-fidelity rendering.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large elephant, a side-on tracking perspective, a galloping gait, and a savannah setting with warm lighting and visible dust effects. Some nuanced aspects such as precise dust dynamics and the exact timing of the trunk and ear movements are not perfectly matched, but the major components align well with the description. The result reflects solid fidelity to the prompt with minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The elephant’s anatomy and locomotion appear plausible, and environmental interactions are believable. However, there are subtle inconsistencies in dust behavior and lighting reflections that prevent perfect realism. Overall, the scene maintains coherent physical logic 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": 3.0,
+ "TA": 3.625,
+ "MQ": 3.25,
+ "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 low-angle, side-on tracking shot following a massive African elephant as it gallops across the vast savannah. The warm golden sunset creates a dramatic backlight, tinting the elephant's wrinkled gray skin with a dazzling rim. Weathered tusks reflect the warm light, and the four thick legs move with rhythmic strides through dry, cracked earth, stirring up dust clouds. Light beams pierce the dust, and sparse trees punctuate the golden grasslands under a sky painted with fiery oranges, pinks, and purples. The trunk swings and the ears flap, conveying primitive vitality and epic grandeur.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The elephant remains identifiable, yet fine details are not consistently crisp. The warm sunset lighting is present and contributes to mood, though color grading can feel slightly flat due to compression. Motion appears reasonably smooth across the sequence, but occasional frame-to-frame inconsistencies reduce perceived sharpness. In sum, the scene communicates the intended atmosphere, but technical limitations prevent high-fidelity rendering.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large elephant, a side-on tracking perspective, a galloping gait, and a savannah setting with warm lighting and visible dust effects. Some nuanced aspects such as precise dust dynamics and the exact timing of the trunk and ear movements are not perfectly matched, but the major components align well with the description. The result reflects solid fidelity to the prompt with minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The elephant’s anatomy and locomotion appear plausible, and environmental interactions are believable. However, there are subtle inconsistencies in dust behavior and lighting reflections that prevent perfect realism. Overall, the scene maintains coherent physical logic without major violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 19311,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_9/index_9517_seed_19311_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 10.375,
+ "avg": 10.375,
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+ "question": "low-angle, side-on tracking shot follows a massive African elephant as it gallops across the vast African savannah. The warm, golden sunset of a magical hour shines from behind the horizon, creating a powerful backlight effect, tinting the beast's deeply wrinkled gray skin with a dazzling golden rim. Its weathered tusks reflect the warm light. Its four thick, pillar-like legs surge in unstoppable rhythm, each stride slamming heavily into the dry, cracked earth, stirring up vast clouds of reddish-brown dust and creating a billowing, swirling cloud in its wake. Light pierces the dust, forming distinct beams of light. Behind it, sparse silhouettes of albizzia trees punctuate the boundless golden grasslands, while the distant sky is painted a magnificent canvas of fiery orange, soft pink, and deep purple. The elephant's long trunk swings vigorously back and forth with the rhythm of its running, and its huge fan-shaped ears flap backwards close to its head. The whole picture is full of primitive vitality and epic grandeur, creating an atmosphere that is both shocking and tranquil.",
+ "token_credit_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, side-on tracking shot following a massive African elephant as it gallops across the vast savannah at sunset, with a dramatic backlight and dynamic dust trails. The scene aims for a sense of primitive vitality and epic grandeur, with vivid colors and pronounced motion cues.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The elephant remains identifiable, yet fine details are not consistently crisp. The warm sunset lighting is present and contributes to mood, though color grading can feel slightly flat in places. There are no major distortions or abrupt frame-to-frame changes, and transitions are generally smooth. In sum, the visuals convey the intended atmosphere but lack sharpness and polish expected at higher scores.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large elephant, a side-on tracking perspective, a galloping gait, and a savannah setting with acacia silhouettes against a warm sky. The lighting and dust effects align with the described sunset ambiance, and the trunk movement is visible. Some minor deviations exist in leg articulation and the precise timing of dust plumes, but these do not substantially detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible elephant locomotion and environmental interaction, with believable ground contact and dust displacement. However, there are small inconsistencies in leg positioning during strides and in the synchronization of dust clouds with the animal’s motion, which prevent a higher level of realism. 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": 3.25,
+ "TA": 3.78125,
+ "MQ": 3.34375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, side-on tracking shot following a massive African elephant as it gallops across the vast savannah at sunset, with a dramatic backlight and dynamic dust trails. The scene aims for a sense of primitive vitality and epic grandeur, with vivid colors and pronounced motion cues.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The elephant remains identifiable, yet fine details are not consistently crisp. The warm sunset lighting is present and contributes to mood, though color grading can feel slightly flat in places. There are no major distortions or abrupt frame-to-frame changes, and transitions are generally smooth. In sum, the visuals convey the intended atmosphere but lack sharpness and polish expected at higher scores.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large elephant, a side-on tracking perspective, a galloping gait, and a savannah setting with acacia silhouettes against a warm sky. The lighting and dust effects align with the described sunset ambiance, and the trunk movement is visible. Some minor deviations exist in leg articulation and the precise timing of dust plumes, but these do not substantially detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible elephant locomotion and environmental interaction, with believable ground contact and dust displacement. However, there are small inconsistencies in leg positioning during strides and in the synchronization of dust clouds with the animal’s motion, which prevent a higher level of realism. 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": "low-angle, side-on tracking shot follows a massive African elephant as it gallops across the vast African savannah. The warm, golden sunset of a magical hour shines from behind the horizon, creating a powerful backlight effect, tinting the beast's deeply wrinkled gray skin with a dazzling golden rim. Its weathered tusks reflect the warm light. Its four thick, pillar-like legs surge in unstoppable rhythm, each stride slamming heavily into the dry, cracked earth, stirring up vast clouds of reddish-brown dust and creating a billowing, swirling cloud in its wake. Light pierces the dust, forming distinct beams of light. Behind it, sparse silhouettes of albizzia trees punctuate the boundless golden grasslands, while the distant sky is painted a magnificent canvas of fiery orange, soft pink, and deep purple. The elephant's long trunk swings vigorously back and forth with the rhythm of its running, and its huge fan-shaped ears flap backwards close to its head. The whole picture is full of primitive vitality and epic grandeur, creating an atmosphere that is both shocking and tranquil.",
+ "seed": 19312,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_9/index_9517_seed_19312_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 3.5625,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 10.25,
+ "avg": 10.203125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, side-on tracking shot follows a massive African elephant as it gallops across the vast African savannah. The warm, golden sunset of a magical hour shines from behind the horizon, creating a powerful backlight effect, tinting the beast's deeply wrinkled gray skin with a dazzling golden rim. Its weathered tusks reflect the warm light. Its four thick, pillar-like legs surge in unstoppable rhythm, each stride slamming heavily into the dry, cracked earth, stirring up vast clouds of reddish-brown dust and creating a billowing, swirling cloud in its wake. Light pierces the dust, forming distinct beams of light. Behind it, sparse silhouettes of albizzia trees punctuate the boundless golden grasslands, while the distant sky is painted a magnificent canvas of fiery orange, soft pink, and deep purple. The elephant's long trunk swings vigorously back and forth with the rhythm of its running, and its huge fan-shaped ears flap backwards close to its head. The whole picture is full of primitive vitality and epic grandeur, creating an atmosphere that is both shocking and tranquil.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, side-on tracking shot following a massive African elephant as it gallops across the vast savannah at sunset, with a dramatic backlight and dynamic movement. The video largely captures these elements, including the elephant, the savannah setting, and the warm lighting. However, some specifics—such as precise leg motion, dust dynamics, and exact tree silhouettes—are not perfectly realized, resulting in a strong but not perfect alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the elephant and landscape, with consistent warm lighting and a convincing silhouette against the sunset. There are no major distortions or artifacts, and transitions between frames are smooth. Nevertheless, minor texture detail and color grading inconsistencies prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a large elephant, a savannah setting, and sunset lighting with a backlit silhouette. Some nuanced aspects—like precise leg motion, dust plumes, and exact tree silhouettes—are not perfectly matched, but the core narrative and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interaction, with coherent lighting and shadows. A few dynamic details (e.g., dust behavior, trunk/ear motion) are not fully realized, which slightly tempers 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": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 3.5625,
+ "MQ": 3.34375,
+ "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 low-angle, side-on tracking shot following a massive African elephant as it gallops across the vast savannah at sunset, with a dramatic backlight and dynamic movement. The video largely captures these elements, including the elephant, the savannah setting, and the warm lighting. However, some specifics—such as precise leg motion, dust dynamics, and exact tree silhouettes—are not perfectly realized, resulting in a strong but not perfect alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the elephant and landscape, with consistent warm lighting and a convincing silhouette against the sunset. There are no major distortions or artifacts, and transitions between frames are smooth. Nevertheless, minor texture detail and color grading inconsistencies prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a large elephant, a savannah setting, and sunset lighting with a backlit silhouette. Some nuanced aspects—like precise leg motion, dust plumes, and exact tree silhouettes—are not perfectly matched, but the core narrative and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interaction, with coherent lighting and shadows. A few dynamic details (e.g., dust behavior, trunk/ear motion) are not fully realized, which slightly tempers 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": "low-angle, side-on tracking shot follows a massive African elephant as it gallops across the vast African savannah. The warm, golden sunset of a magical hour shines from behind the horizon, creating a powerful backlight effect, tinting the beast's deeply wrinkled gray skin with a dazzling golden rim. Its weathered tusks reflect the warm light. Its four thick, pillar-like legs surge in unstoppable rhythm, each stride slamming heavily into the dry, cracked earth, stirring up vast clouds of reddish-brown dust and creating a billowing, swirling cloud in its wake. Light pierces the dust, forming distinct beams of light. Behind it, sparse silhouettes of albizzia trees punctuate the boundless golden grasslands, while the distant sky is painted a magnificent canvas of fiery orange, soft pink, and deep purple. The elephant's long trunk swings vigorously back and forth with the rhythm of its running, and its huge fan-shaped ears flap backwards close to its head. The whole picture is full of primitive vitality and epic grandeur, creating an atmosphere that is both shocking and tranquil.",
+ "seed": 19313,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000408/group_9/index_9517_seed_19313_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 10.125,
+ "avg": 10.078125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, side-on tracking shot follows a massive African elephant as it gallops across the vast African savannah. The warm, golden sunset of a magical hour shines from behind the horizon, creating a powerful backlight effect, tinting the beast's deeply wrinkled gray skin with a dazzling golden rim. Its weathered tusks reflect the warm light. Its four thick, pillar-like legs surge in unstoppable rhythm, each stride slamming heavily into the dry, cracked earth, stirring up vast clouds of reddish-brown dust and creating a billowing, swirling cloud in its wake. Light pierces the dust, forming distinct beams of light. Behind it, sparse silhouettes of albizzia trees punctuate the boundless golden grasslands, while the distant sky is painted a magnificent canvas of fiery orange, soft pink, and deep purple. The elephant's long trunk swings vigorously back and forth with the rhythm of its running, and its huge fan-shaped ears flap backwards close to its head. The whole picture is full of primitive vitality and epic grandeur, creating an atmosphere that is both shocking and tranquil.",
+ "token_credit_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, side-on tracking shot following a massive African elephant as it gallops across the vast savannah at sunset, with a dramatic backlight and dynamic movement. The video largely captures these elements, including the elephant, the gallop, the savannah setting, and the warm lighting. However, some specifics—such as precise dust dynamics and exact tree silhouettes—are not perfectly matched, resulting in a strong but not perfect alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the elephant and landscape, with consistent warm lighting and a convincing silhouette against the sunset. There are no major distortions or artifacts, and motion appears smooth. Nevertheless, minor texture detail and color grading inconsistencies prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: low-angle tracking, a large elephant, galloping motion, savannah environment, and sunset backlight. Some nuanced details (e.g., exact dust behavior and tree silhouettes) are not perfectly matched, but the core narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The elephant’s anatomy and locomotion appear plausible, and environmental interactions are believable. A few subtle cues (e.g., dust dispersion timing or shadow nuances) could be refined, but there are no glaring physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.65625,
+ "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 low-angle, side-on tracking shot following a massive African elephant as it gallops across the vast savannah at sunset, with a dramatic backlight and dynamic movement. The video largely captures these elements, including the elephant, the gallop, the savannah setting, and the warm lighting. However, some specifics—such as precise dust dynamics and exact tree silhouettes—are not perfectly matched, resulting in a strong but not perfect alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the elephant and landscape, with consistent warm lighting and a convincing silhouette against the sunset. There are no major distortions or artifacts, and motion appears smooth. Nevertheless, minor texture detail and color grading inconsistencies prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: low-angle tracking, a large elephant, galloping motion, savannah environment, and sunset backlight. Some nuanced details (e.g., exact dust behavior and tree silhouettes) are not perfectly matched, but the core narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The elephant’s anatomy and locomotion appear plausible, and environmental interactions are believable. A few subtle cues (e.g., dust dispersion timing or shadow nuances) could be refined, but there are no glaring physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000649/group_0/index_9364_seed_12316_dp_0_rank_0_sample_0_slot_0.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000649/group_0/index_9364_seed_12316_dp_0_rank_0_sample_0_slot_0.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..24dc4a8792116f7026c11651eeaa23d7a233b6e1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000649/group_0/index_9364_seed_12316_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. The text prompt describes a very specific scene involving two characters (a knight and a rogue) in a fantasy battle setting, with detailed visual elements and effects.\n\nLooking at the frames provided:\n\nVisual Quality Analysis:\nThe frames show a blue-lit surface with a grid-like pattern and some bright spots. The visuals are extremely limited in scope, with minimal detail and no recognizable content beyond abstract textures. The overall image quality is poor due to lack of meaningful content and clarity, resulting in a very low Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict the two armored characters, their weapons, the magical duel, or any of the specified atmospheric elements. The content is completely unrelated to the requested scene, indicating a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nWith no coherent scene structure or recognizable objects, there is no basis to assess physical plausibility or common-sense behavior. The frames provide only abstract visuals without narrative or physical context, yielding a Physical Consistency score of 1.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical Consistency: 1\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "MQ": 1.25,
+ "Overall": 4.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes a very specific scene involving two characters (a knight and a rogue) in a fantasy battle setting, with detailed visual elements and effects.\n\nLooking at the frames provided:\n\nVisual Quality Analysis:\nThe frames show a blue-lit surface with a grid-like pattern and some bright spots. The visuals are extremely limited in scope, with minimal detail and no recognizable content beyond abstract textures. The overall image quality is poor due to lack of meaningful content and clarity, resulting in a very low Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict the two armored characters, their weapons, the magical duel, or any of the specified atmospheric elements. The content is completely unrelated to the requested scene, indicating a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nWith no coherent scene structure or recognizable objects, there is no basis to assess physical plausibility or common-sense behavior. The frames provide only abstract visuals without narrative or physical context, yielding a Physical Consistency score of 1.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical Consistency: 1\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
+ "seed": 13155,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_0/index_9774_seed_13155_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 1.5546875,
+ "video_score2_ta": 1.0078125,
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+ "video_score2_overall": 3.703125,
+ "avg": 3.703125,
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+ "question": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in classic Dungeons & Dragons art style\n- Captures climactic moment of duel within crumbling stone chamber\n- A heavily armored knight in dark polished steel plate armor with dragon etching\n- Opposite him, a nimble rogue in tattered dark green cloak with hood\n- Their swords (knight's greatsword, rogue's longsword) lock at center frame\n- Erupting at impact with brilliant, dazzling explosion of white and electric blue magical energy\n- Cataclysmic clash with crackling multicolored sparks\n- Scene flickers violently under flickering lightning-like illumination\n- Revealing faintly glowing ancient cyan runes carved into rocks\n- Long dramatic shadows that wriggle and dance\n- Intense and epic atmosphere of high fantasy battle\n\nNow looking at the frames provided:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. The imagery is dominated by blue-tinted distortions and digital artifacts, with little discernible content or structure. Transitions between frames are abrupt and unstable, contributing to a chaotic viewing experience. Overall, the video presents a near unusable level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict the described scene: there is no clear depiction of a knight or rogue, no visible duel, no sword interactions, no magical energy effects, and no atmospheric lighting or environmental cues such as mossy stone walls or ancient cyan runes. The content appears unrelated to the prompt, indicating a complete mismatch.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, meaningful assessment of physical plausibility is not feasible. The frames lack coherent objects, actions, or spatial relationships, and any implied physics would be inconsistent and unreliable. The overall sequence does not convey a plausible or consistent scenario, reflecting a fundamental breakdown in generation.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.5546875,
+ "TA": 1.0078125,
+ "MQ": 1.140625,
+ "Overall": 3.703125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in classic Dungeons & Dragons art style\n- Captures climactic moment of duel within crumbling stone chamber\n- A heavily armored knight in dark polished steel plate armor with dragon etching\n- Opposite him, a nimble rogue in tattered dark green cloak with hood\n- Their swords (knight's greatsword, rogue's longsword) lock at center frame\n- Erupting at impact with brilliant, dazzling explosion of white and electric blue magical energy\n- Cataclysmic clash with crackling multicolored sparks\n- Scene flickers violently under flickering lightning-like illumination\n- Revealing faintly glowing ancient cyan runes carved into rocks\n- Long dramatic shadows that wriggle and dance\n- Intense and epic atmosphere of high fantasy battle\n\nNow looking at the frames provided:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. The imagery is dominated by blue-tinted distortions and digital artifacts, with little discernible content or structure. Transitions between frames are abrupt and unstable, contributing to a chaotic viewing experience. Overall, the video presents a near unusable level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict the described scene: there is no clear depiction of a knight or rogue, no visible duel, no sword interactions, no magical energy effects, and no atmospheric lighting or environmental cues such as mossy stone walls or ancient cyan runes. The content appears unrelated to the prompt, indicating a complete mismatch.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, meaningful assessment of physical plausibility is not feasible. The frames lack coherent objects, actions, or spatial relationships, and any implied physics would be inconsistent and unreliable. The overall sequence does not convey a plausible or consistent scenario, reflecting a fundamental breakdown in generation.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 13156,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_0/index_9774_seed_13156_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": 1.953125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.15625,
+ "video_score2_overall": 4.125,
+ "avg": 4.1171875,
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+ "question": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
+ "token_credit_reward": 4.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in classic Dungeons & Dragons art style\n- Captures climactic moment of duel within crumbling stone chamber\n- A heavily armored knight in dark polished steel plate armor with dragon etchings\n- Opposite him, a nimble rogue in tattered dark green cloak with hood down\n- Both standing grounded and powerful\n- Swords (knight's greatsword and rogue's longsword) lock at center frame\n- Erupting at impact with brilliant, dazzling explosion of white and electric blue magical energy\n- Cataclysmic clash with shower of crackling, multicolored sparks\n- Scene flickers violently under flickering lightning-like illumination\n- Pulsating flashes revealing faintly glowing ancient cyan runes carved into rocks\n- Long dramatic shadows that wriggle and dance\n- Intense and epic atmosphere of high fantasy battle\n\nNow let me examine the frames:\n\nLooking at the frames, I see:\n- A dark background with some colorful elements\n- What appears to be a grid-like pattern with colored dots/spots\n- Blue and green color bands or patterns\n- The overall image quality appears quite poor with pixelated/dithered appearance\n- There seems to be some kind of digital or computer-generated pattern\n- The frames appear very similar to each other, suggesting minimal movement or change\n- No clear indication of any of the specific elements mentioned in the prompt (knight, rogue, weapons, magical effects, stone chamber, etc.)\n\nVisual Quality Analysis:\nThe visual quality is severely degraded. The frames present a grid-like pattern with colored dots and bands, lacking any recognizable content or detail. The resolution is extremely low, with heavy pixelation and dithering, and there is little to no meaningful motion between frames. Overall, the sequence reads as a corrupted or abstract artifact rather than a coherent scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict the described armored knights, weapons, magical duel, stone chamber, or any of the specified elements. The content is a generic digital pattern with no narrative or scene structure, resulting in a complete mismatch with the prompt.\n\nPhysical/Common-sense Consistency:\nThe visuals do not reflect plausible physical interactions or common-sense expectations. There is no coherent action, lighting, or spatial relationships; the content remains abstract and inconsistent with the described fantasy battle.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1.15625,
+ "Overall": 4.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in classic Dungeons & Dragons art style\n- Captures climactic moment of duel within crumbling stone chamber\n- A heavily armored knight in dark polished steel plate armor with dragon etchings\n- Opposite him, a nimble rogue in tattered dark green cloak with hood down\n- Both standing grounded and powerful\n- Swords (knight's greatsword and rogue's longsword) lock at center frame\n- Erupting at impact with brilliant, dazzling explosion of white and electric blue magical energy\n- Cataclysmic clash with shower of crackling, multicolored sparks\n- Scene flickers violently under flickering lightning-like illumination\n- Pulsating flashes revealing faintly glowing ancient cyan runes carved into rocks\n- Long dramatic shadows that wriggle and dance\n- Intense and epic atmosphere of high fantasy battle\n\nNow let me examine the frames:\n\nLooking at the frames, I see:\n- A dark background with some colorful elements\n- What appears to be a grid-like pattern with colored dots/spots\n- Blue and green color bands or patterns\n- The overall image quality appears quite poor with pixelated/dithered appearance\n- There seems to be some kind of digital or computer-generated pattern\n- The frames appear very similar to each other, suggesting minimal movement or change\n- No clear indication of any of the specific elements mentioned in the prompt (knight, rogue, weapons, magical effects, stone chamber, etc.)\n\nVisual Quality Analysis:\nThe visual quality is severely degraded. The frames present a grid-like pattern with colored dots and bands, lacking any recognizable content or detail. The resolution is extremely low, with heavy pixelation and dithering, and there is little to no meaningful motion between frames. Overall, the sequence reads as a corrupted or abstract artifact rather than a coherent scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict the described armored knights, weapons, magical duel, stone chamber, or any of the specified elements. The content is a generic digital pattern with no narrative or scene structure, resulting in a complete mismatch with the prompt.\n\nPhysical/Common-sense Consistency:\nThe visuals do not reflect plausible physical interactions or common-sense expectations. There is no coherent action, lighting, or spatial relationships; the content remains abstract and inconsistent with the described fantasy battle.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 13157,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_0/index_9774_seed_13157_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.609375,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.125,
+ "video_score2_overall": 3.75,
+ "avg": 3.7421875,
+ "reward_records": [
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+ "question": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
+ "token_credit_reward": 3.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes a very specific scene involving two characters (a knight and a rogue) in a fantasy battle setting, with detailed visual elements and effects.\n\nLooking at the frames:\n\nFrame 1: Shows what appears to be a close-up of a textured surface with blue and purple/magenta lighting or energy effects. There's a grid-like pattern visible and some kind of crystalline or textured surface.\n\nFrame 2: Similar to frame 1, showing the same textured surface with blue and purple lighting effects, but from a slightly different angle or moment.\n\nFrame 3: Continues the same pattern with the textured surface and blue/purple lighting effects.\n\nFrame 4: Still shows the same textured surface pattern with blue lighting effects.\n\nFrame 5: The final frame shows more clearly what appears to be a grid-like pattern with small lights or energy effects arranged in rows, resembling a display or screen pattern.\n\nNow let me evaluate each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is severely limited. The frames present a close-up of a textured surface with blue/purple lighting, but there is no meaningful depiction of the requested scene. The imagery is abstract and lacks detail, depth, or narrative clarity. While the lighting and texture are consistent across frames, they do not convey the intended content, resulting in a very poor overall impression.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the actual video content. The prompt describes a dramatic fantasy battle with armored knights, a rogue, swords, and a dynamic sequence culminating in an explosive impact. The video instead shows a static close-up of a textured surface with lighting effects, with no characters, actions, or scene progression. This represents a total failure to align with the described prompt.\n\nPhysical/Common-sense Consistency:\nFrom a basic physical standpoint, the visuals maintain internal coherence: the lighting, texture, and motion cues appear plausible within the abstract close-up context. However, because the content does not reflect the described scenario, the overall coherence with the intended narrative is limited. The video remains physically plausible but semantically disconnected from the prompt.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 2\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.609375,
+ "TA": 1.0078125,
+ "MQ": 1.125,
+ "Overall": 3.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes a very specific scene involving two characters (a knight and a rogue) in a fantasy battle setting, with detailed visual elements and effects.\n\nLooking at the frames:\n\nFrame 1: Shows what appears to be a close-up of a textured surface with blue and purple/magenta lighting or energy effects. There's a grid-like pattern visible and some kind of crystalline or textured surface.\n\nFrame 2: Similar to frame 1, showing the same textured surface with blue and purple lighting effects, but from a slightly different angle or moment.\n\nFrame 3: Continues the same pattern with the textured surface and blue/purple lighting effects.\n\nFrame 4: Still shows the same textured surface pattern with blue lighting effects.\n\nFrame 5: The final frame shows more clearly what appears to be a grid-like pattern with small lights or energy effects arranged in rows, resembling a display or screen pattern.\n\nNow let me evaluate each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is severely limited. The frames present a close-up of a textured surface with blue/purple lighting, but there is no meaningful depiction of the requested scene. The imagery is abstract and lacks detail, depth, or narrative clarity. While the lighting and texture are consistent across frames, they do not convey the intended content, resulting in a very poor overall impression.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the actual video content. The prompt describes a dramatic fantasy battle with armored knights, a rogue, swords, and a dynamic sequence culminating in an explosive impact. The video instead shows a static close-up of a textured surface with lighting effects, with no characters, actions, or scene progression. This represents a total failure to align with the described prompt.\n\nPhysical/Common-sense Consistency:\nFrom a basic physical standpoint, the visuals maintain internal coherence: the lighting, texture, and motion cues appear plausible within the abstract close-up context. However, because the content does not reflect the described scenario, the overall coherence with the intended narrative is limited. The video remains physically plausible but semantically disconnected from the prompt.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 2\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_11/index_tensor([6842, 6842])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_11/index_tensor([6842, 6842])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd87a189e516814307d48d626b1592cc8d9180c0
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_11/index_tensor([6842, 6842])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 15048,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_11/index_6842_seed_15048_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 1.15625,
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+ "video_score2_mq": 1.0390625,
+ "video_score2_overall": 3.21875,
+ "avg": 3.2109375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, high-angle long shot, rendered in the vibrant and emotive style of a Pixar animated film, glides smoothly across a vast crystalline ice shelf, revealing a colony of captivating, stylized Adélie penguins. Each penguin, fluidly rendered with a plump body, classic black-and-white plumage, and large, expressive white eye rings, conveys a sense of innocent determination. Formed in a long, column beneath a bright, clear blue sky, the penguins waddle comically yet purposefully through the shimmering white snow toward the sculpted edge of the ice. Their synchronized, side-to-side movements create a rhythmic and humorous parade against a backdrop of soft purple shadows cast across the pristine ice. As the camera descends to follow the leader, it captures the moment they reach the precipice; one by one, they leap decisively, tucking their flippers into their bodies and arcing gracefully into the breathtakingly clear turquoise water below, creating a stylized, perfectly executed splash. The camera follows them, revealing their transformation into sleek, agile swimmers, swiftly and playfully chasing a dense, shimmering school of silver fish, their movements fluid and powerful as speckled sunlight penetrates the water, illuminating the joyous, energetic hunt and filling the entire scene with an air of warmth and adventure.",
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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 sweeping, high-angle long shot\n- Rendered in vibrant and emotive style like Pixar animation\n- Gliding smoothly across a vast crystalline ice shelf\n- Revealing a colony of captivating, stylized Adélie penguins\n- Penguins should have: plump bodies, classic black-and-white plumage, large expressive white eye rings\n- Penguins should convey innocent determination\n- Formed in a long column beneath bright, clear blue sky\n- Penguins waddle comically yet purposefully through shimmering white snow\n- Toward sculpted edge of ice\n- Synchronized, side-to-side movements creating rhythmic and humorous parade\n- Soft purple shadows cast across pristine ice\n- Camera descends to follow leader\n- Captures moment they reach precipice\n- One by one they leap decisively, tucking flippers into bodies\n- Arch gracefully into breathtakingly clear turquoise water below\n- Create stylized, perfectly executed splash\n- Camera follows them\n- Revealing transformation into sleek, agile swimmers\n- Swiftly and playfully chasing dense, shimmering school of silver fish\n- Movements fluid and powerful\n- Speckled sunlight penetrates water\n- Illuminating joyful, energetic hunt\n- Filling entire scene with warmth and adventure\n\nNow let me examine the frames:\n\nFrame 1: Shows what appears to be a close-up view of some kind of surface with blue elements that look like ice or water droplets on a textured surface. There's a white/light colored element visible.\n\nFrame 2: Shows a blurry, low-quality image with blue and green colors, possibly showing some kind of motion blur or distortion.\n\nFrame 3: Shows what appears to be a dark object (possibly a penguin) against a blue background, but the image quality is very poor with significant blur and distortion.\n\nFrame 4: Shows a more blurred image with blue tones and what might be a penguin-like shape, but again very unclear and distorted.\n\nFrame 5: Shows what appears to be a penguin-like figure in blue tones, though heavily distorted and unclear.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and inconsistent color rendering, resulting in a lack of detail and coherence. The sequence fails to deliver a credible visual narrative, making it impossible to discern the intended content or motion. This aligns with a very low Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThe prompt describes a complex, multi-stage animation featuring a colony of stylized penguins, a high-angle long shot, a sweeping movement across an ice shelf, and a dynamic sequence culminating in a splash and underwater hunting. The actual frames do not reflect these elements; there is no clear evidence of penguins, an ice shelf, a descent, a leap, or any of the described actions. The alignment between the prompt and the video is effectively non-existent, consistent with a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, there is no reliable basis to assess physical plausibility or common-sense behavior. The frames do not provide coherent motion cues, environmental interactions, or character dynamics, so any evaluation of physical consistency remains inconclusive. The overall assessment reflects a minimal level of consistency, corresponding to a Physical/Common-sense Consistency score of 2.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
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+ "MQ": 1.0390625,
+ "Overall": 3.21875
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: 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 sweeping, high-angle long shot\n- Rendered in vibrant and emotive style like Pixar animation\n- Gliding smoothly across a vast crystalline ice shelf\n- Revealing a colony of captivating, stylized Adélie penguins\n- Penguins should have: plump bodies, classic black-and-white plumage, large expressive white eye rings\n- Penguins should convey innocent determination\n- Formed in a long column beneath bright, clear blue sky\n- Penguins waddle comically yet purposefully through shimmering white snow\n- Toward sculpted edge of ice\n- Synchronized, side-to-side movements creating rhythmic and humorous parade\n- Soft purple shadows cast across pristine ice\n- Camera descends to follow leader\n- Captures moment they reach precipice\n- One by one they leap decisively, tucking flippers into bodies\n- Arch gracefully into breathtakingly clear turquoise water below\n- Create stylized, perfectly executed splash\n- Camera follows them\n- Revealing transformation into sleek, agile swimmers\n- Swiftly and playfully chasing dense, shimmering school of silver fish\n- Movements fluid and powerful\n- Speckled sunlight penetrates water\n- Illuminating joyful, energetic hunt\n- Filling entire scene with warmth and adventure\n\nNow let me examine the frames:\n\nFrame 1: Shows what appears to be a close-up view of some kind of surface with blue elements that look like ice or water droplets on a textured surface. There's a white/light colored element visible.\n\nFrame 2: Shows a blurry, low-quality image with blue and green colors, possibly showing some kind of motion blur or distortion.\n\nFrame 3: Shows what appears to be a dark object (possibly a penguin) against a blue background, but the image quality is very poor with significant blur and distortion.\n\nFrame 4: Shows a more blurred image with blue tones and what might be a penguin-like shape, but again very unclear and distorted.\n\nFrame 5: Shows what appears to be a penguin-like figure in blue tones, though heavily distorted and unclear.\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and inconsistent color rendering, resulting in a lack of detail and coherence. The sequence fails to deliver a credible visual narrative, making it impossible to discern the intended content or motion. This aligns with a very low Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThe prompt describes a complex, multi-stage animation featuring a colony of stylized penguins, a high-angle long shot, a sweeping movement across an ice shelf, and a dynamic sequence culminating in a splash and underwater hunting. The actual frames do not reflect these elements; there is no clear evidence of penguins, an ice shelf, a descent, a leap, or any of the described actions. The alignment between the prompt and the video is effectively non-existent, consistent with a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nGiven the severe degradation, there is no reliable basis to assess physical plausibility or common-sense behavior. The frames do not provide coherent motion cues, environmental interactions, or character dynamics, so any evaluation of physical consistency remains inconclusive. The overall assessment reflects a minimal level of consistency, corresponding to a Physical/Common-sense Consistency score of 2.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
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+ "seed": 15049,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_11/index_6842_seed_15049_dp_22_rank_44_sample_1_slot_1.mp4",
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+ "video_score2_overall": 3.390625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A sweeping, high-angle long shot\n- Rendered in vibrant and emotive Pixar-style animation\n- Gliding smoothly across a vast crystalline ice shelf\n- Revealing a colony of captivating, stylized Adélie penguins\n- Penguins should have:\n - Plump bodies\n - Classic black-and-white plumage\n - Large, expressive white eye rings\n - Convey sense of innocent determination\n- Formed in a long, column beneath bright, clear blue sky\n- Penguins waddle comically yet purposefully through shimmering white snow\n- Toward sculpted edge of ice\n- Synchronized, side-to-side movements creating rhythmic and humorous parade\n- Soft purple shadows cast across pristine ice\n- Camera descends to follow leader, captures moment at precipice\n- One by one, they leap decisively, tucking flippers into bodies\n- Arch gracefully into breathtakingly clear turquoise water below\n- Create stylized, perfectly executed splash\n- Camera follows them, revealing transformation into sleek, agile swimmers\n- Swiftly and playfully chasing dense, shimmering school of silver fish\n- Movements fluid and powerful as speckled sunlight penetrates water\n- Illuminating joyful, energetic hunt\n- Filling entire scene with warmth and adventure\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- There appears to be some kind of circular or oval shape with blue lighting around it\n- The center appears to be dark/black with some kind of textured pattern\n- The blue lighting creates a glowing effect\n- The shapes seem to be shifting slightly between frames\n- The overall image quality appears quite poor with low resolution and pixelation\n- There's no clear indication of penguins, ice shelves, water, or any of the elements described in the prompt\n\nVisual Quality Analysis:\nThe video exhibits extremely poor visual quality. The resolution is very low, with heavy pixelation and compression artifacts that obscure details. The imagery is grainy and lacks sharpness, and color rendering is inconsistent. Lighting is harsh and artificial, contributing to an overall unpolished appearance. Transitions between frames feel abrupt rather than smooth, and there is little to no depth or cinematic polish. Overall, the visuals fail to meet basic expectations for a coherent animated sequence.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not depict penguins, an ice shelf, snow, water, or any of the described actions. Instead, the visuals resemble abstract shapes with blue glow, lacking any recognizable connection to the prompt. The result is a complete mismatch between the intended narrative and the actual imagery.\n\nPhysical/Common-sense Consistency:\nThe visuals show no plausible physical behavior or common-sense cues related to the described scene. The abstract shapes and lighting do not correspond to real-world physics or expected animal or environmental dynamics, resulting in a lack of coherence with the intended scenario.\n\nGround-truth scores (for reference): Visual Quality = 1, Text-to-Video Alignment = 1, Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.34375,
+ "TA": 1.0078125,
+ "MQ": 1.046875,
+ "Overall": 3.390625
+ }
+ }
+ ],
+ "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 sweeping, high-angle long shot\n- Rendered in vibrant and emotive Pixar-style animation\n- Gliding smoothly across a vast crystalline ice shelf\n- Revealing a colony of captivating, stylized Adélie penguins\n- Penguins should have:\n - Plump bodies\n - Classic black-and-white plumage\n - Large, expressive white eye rings\n - Convey sense of innocent determination\n- Formed in a long, column beneath bright, clear blue sky\n- Penguins waddle comically yet purposefully through shimmering white snow\n- Toward sculpted edge of ice\n- Synchronized, side-to-side movements creating rhythmic and humorous parade\n- Soft purple shadows cast across pristine ice\n- Camera descends to follow leader, captures moment at precipice\n- One by one, they leap decisively, tucking flippers into bodies\n- Arch gracefully into breathtakingly clear turquoise water below\n- Create stylized, perfectly executed splash\n- Camera follows them, revealing transformation into sleek, agile swimmers\n- Swiftly and playfully chasing dense, shimmering school of silver fish\n- Movements fluid and powerful as speckled sunlight penetrates water\n- Illuminating joyful, energetic hunt\n- Filling entire scene with warmth and adventure\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- There appears to be some kind of circular or oval shape with blue lighting around it\n- The center appears to be dark/black with some kind of textured pattern\n- The blue lighting creates a glowing effect\n- The shapes seem to be shifting slightly between frames\n- The overall image quality appears quite poor with low resolution and pixelation\n- There's no clear indication of penguins, ice shelves, water, or any of the elements described in the prompt\n\nVisual Quality Analysis:\nThe video exhibits extremely poor visual quality. The resolution is very low, with heavy pixelation and compression artifacts that obscure details. The imagery is grainy and lacks sharpness, and color rendering is inconsistent. Lighting is harsh and artificial, contributing to an overall unpolished appearance. Transitions between frames feel abrupt rather than smooth, and there is little to no depth or cinematic polish. Overall, the visuals fail to meet basic expectations for a coherent animated sequence.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not depict penguins, an ice shelf, snow, water, or any of the described actions. Instead, the visuals resemble abstract shapes with blue glow, lacking any recognizable connection to the prompt. The result is a complete mismatch between the intended narrative and the actual imagery.\n\nPhysical/Common-sense Consistency:\nThe visuals show no plausible physical behavior or common-sense cues related to the described scene. The abstract shapes and lighting do not correspond to real-world physics or expected animal or environmental dynamics, resulting in a lack of coherence with the intended scenario.\n\nGround-truth scores (for reference): Visual Quality = 1, Text-to-Video Alignment = 1, Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "sweeping, high-angle long shot, rendered in the vibrant and emotive style of a Pixar animated film, glides smoothly across a vast crystalline ice shelf, revealing a colony of captivating, stylized Adélie penguins. Each penguin, fluidly rendered with a plump body, classic black-and-white plumage, and large, expressive white eye rings, conveys a sense of innocent determination. Formed in a long, column beneath a bright, clear blue sky, the penguins waddle comically yet purposefully through the shimmering white snow toward the sculpted edge of the ice. Their synchronized, side-to-side movements create a rhythmic and humorous parade against a backdrop of soft purple shadows cast across the pristine ice. As the camera descends to follow the leader, it captures the moment they reach the precipice; one by one, they leap decisively, tucking their flippers into their bodies and arcing gracefully into the breathtakingly clear turquoise water below, creating a stylized, perfectly executed splash. The camera follows them, revealing their transformation into sleek, agile swimmers, swiftly and playfully chasing a dense, shimmering school of silver fish, their movements fluid and powerful as speckled sunlight penetrates the water, illuminating the joyous, energetic hunt and filling the entire scene with an air of warmth and adventure.",
+ "seed": 15050,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_11/index_6842_seed_15050_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "video_score2_vq": 1.09375,
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+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.109375,
+ "avg": 3.1171875,
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+ "question": "sweeping, high-angle long shot, rendered in the vibrant and emotive style of a Pixar animated film, glides smoothly across a vast crystalline ice shelf, revealing a colony of captivating, stylized Adélie penguins. Each penguin, fluidly rendered with a plump body, classic black-and-white plumage, and large, expressive white eye rings, conveys a sense of innocent determination. Formed in a long, column beneath a bright, clear blue sky, the penguins waddle comically yet purposefully through the shimmering white snow toward the sculpted edge of the ice. Their synchronized, side-to-side movements create a rhythmic and humorous parade against a backdrop of soft purple shadows cast across the pristine ice. As the camera descends to follow the leader, it captures the moment they reach the precipice; one by one, they leap decisively, tucking their flippers into their bodies and arcing gracefully into the breathtakingly clear turquoise water below, creating a stylized, perfectly executed splash. The camera follows them, revealing their transformation into sleek, agile swimmers, swiftly and playfully chasing a dense, shimmering school of silver fish, their movements fluid and powerful as speckled sunlight penetrates the water, illuminating the joyous, energetic hunt and filling the entire scene with an air of warmth and adventure.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A sweeping, high-angle long shot\n- Rendered in vibrant and emotive style like Pixar animation\n- Gliding smoothly across a vast crystalline ice shelf\n- Revealing a colony of captivating, stylized Adélie penguins\n- Penguins should have:\n - Plump bodies\n - Classic black-and-white plumage\n - Large, expressive white eye rings\n - Convey sense of innocent determination\n- Formed in a long, column beneath bright, clear blue sky\n- Penguins waddle comically yet purposefully through shimmering white snow\n- Toward sculpted edge of ice\n- Synchronized, side-to-side movements creating rhythmic and humorous parade\n- Soft purple shadows cast across pristine ice\n- Camera descends to follow leader, captures moment at precipice\n- One by one, they leap decisively, tucking flippers into bodies\n- Arch gracefully into breathtakingly clear turquoise water below\n- Create stylized, perfectly executed splash\n- Camera follows them, revealing transformation into sleek, agile swimmers\n- Swiftly and playfully chasing dense, shimmering school of silver fish\n- Movements fluid and powerful as speckled sunlight penetrates water\n- Illuminating joyful, energetic hunt\n- Filling entire scene with warm, adventurous atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable instability between frames, resulting in a choppy viewing experience. The imagery lacks crisp edges and fine texture, making it impossible to discern subjects or scene elements clearly. In short, the video presents a near-minimal level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not reveal any recognizable penguins, ice shelf, snow, water, or the described dynamic sequence. Instead, the visuals resemble abstract color patterns and digital artifacts rather than the intended animated narrative, indicating a complete failure to translate the prompt into a coherent video.\n\nPhysical/Common-sense Consistency:\nGiven the absence of identifiable objects and actions, there is no basis to assess physical realism or common-sense behavior. The content does not convey plausible physics or interactions, and any evaluation of consistency is moot.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A sweeping, high-angle long shot\n- Rendered in vibrant and emotive style like Pixar animation\n- Gliding smoothly across a vast crystalline ice shelf\n- Revealing a colony of captivating, stylized Adélie penguins\n- Penguins should have:\n - Plump bodies\n - Classic black-and-white plumage\n - Large, expressive white eye rings\n - Convey sense of innocent determination\n- Formed in a long, column beneath bright, clear blue sky\n- Penguins waddle comically yet purposefully through shimmering white snow\n- Toward sculpted edge of ice\n- Synchronized, side-to-side movements creating rhythmic and humorous parade\n- Soft purple shadows cast across pristine ice\n- Camera descends to follow leader, captures moment at precipice\n- One by one, they leap decisively, tucking flippers into bodies\n- Arch gracefully into breathtakingly clear turquoise water below\n- Create stylized, perfectly executed splash\n- Camera follows them, revealing transformation into sleek, agile swimmers\n- Swiftly and playfully chasing dense, shimmering school of silver fish\n- Movements fluid and powerful as speckled sunlight penetrates water\n- Illuminating joyful, energetic hunt\n- Filling entire scene with warm, adventurous atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable instability between frames, resulting in a choppy viewing experience. The imagery lacks crisp edges and fine texture, making it impossible to discern subjects or scene elements clearly. In short, the video presents a near-minimal level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not reveal any recognizable penguins, ice shelf, snow, water, or the described dynamic sequence. Instead, the visuals resemble abstract color patterns and digital artifacts rather than the intended animated narrative, indicating a complete failure to translate the prompt into a coherent video.\n\nPhysical/Common-sense Consistency:\nGiven the absence of identifiable objects and actions, there is no basis to assess physical realism or common-sense behavior. The content does not convey plausible physics or interactions, and any evaluation of consistency is moot.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 15051,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_11/index_6842_seed_15051_dp_23_rank_46_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 3.4375,
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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 sweeping, high-angle long shot of a Pixar-style animation featuring a colony of Adélie penguins on a vast crystalline ice shelf, with specific visual details about the penguins' appearance, movements, and the overall aesthetic. The actual video frames do not realize these elements; the content diverges significantly from the requested narrative and visuals.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Color rendering is inconsistent, with oversaturated blues and washed-out tones, and there is noticeable noise and grain throughout. Transitions between frames are abrupt rather than smooth, contributing to a jarring viewing experience. Overall, the video presents a markedly poor level of visual fidelity that undermines any potential artistic intent.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch with the prompt. The frames depict abstract or amorphous shapes with no recognizable penguins, no ice shelf environment, and no coherent narrative progression. The intended high-angle long-shot composition and the presence of a colony of penguins are not realized; instead, the content reads as fragmented, incoherent visuals with no meaningful connection to the described scene.\n\nPhysical/Common-sense Consistency:\nThe visuals lack any plausible physical grounding or common-sense coherence. The shapes morph and shift without any consistent physical logic, and there is no discernible interaction with a plausible environment. The result is a sequence that feels disconnected from real-world physics or everyday expectations, further diminishing interpretability.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.2578125,
+ "TA": 1.0234375,
+ "MQ": 1.15625,
+ "Overall": 3.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle long shot of a Pixar-style animation featuring a colony of Adélie penguins on a vast crystalline ice shelf, with specific visual details about the penguins' appearance, movements, and the overall aesthetic. The actual video frames do not realize these elements; the content diverges significantly from the requested narrative and visuals.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Color rendering is inconsistent, with oversaturated blues and washed-out tones, and there is noticeable noise and grain throughout. Transitions between frames are abrupt rather than smooth, contributing to a jarring viewing experience. Overall, the video presents a markedly poor level of visual fidelity that undermines any potential artistic intent.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch with the prompt. The frames depict abstract or amorphous shapes with no recognizable penguins, no ice shelf environment, and no coherent narrative progression. The intended high-angle long-shot composition and the presence of a colony of penguins are not realized; instead, the content reads as fragmented, incoherent visuals with no meaningful connection to the described scene.\n\nPhysical/Common-sense Consistency:\nThe visuals lack any plausible physical grounding or common-sense coherence. The shapes morph and shift without any consistent physical logic, and there is no discernible interaction with a plausible environment. The result is a sequence that feels disconnected from real-world physics or everyday expectations, further diminishing interpretability.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_3/index_tensor([5159, 5159])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_3/index_tensor([5159, 5159])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9dad91b737430b0c9cce424f2c4417c732bd9a87
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_3/index_tensor([5159, 5159])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 10256,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_3/index_5159_seed_10256_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 3.625,
+ "avg": 3.6171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "token_credit_reward": 3.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air\n- Against a softly blurred, warm backdrop of an artist's studio\n- A single, focused light source on the left illuminating the scene\n- Creating bright, wet highlights on the surface of a ball of opaque, glossy white paint\n- Clinging to a well-worn tan bristle\n- Quiet tension and anticipation atmosphere\n- Gravity overcoming paint's high viscosity causing descent\n- The paint ball stretching, elongating downward into a perfect teardrop shape\n- Smooth surface reflecting light as it deforms\n- Thread connecting the droplet to the brush tapering, stretching into a fragile, almost invisible filament before snapping\n- Dense white droplet detaching and plunging downward\n- Leaving behind the brush tip with slightly smaller amount of paint\n\nNow let me analyze the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation and compression artifacts, with pronounced blur that obscures fine details. Color rendering is inconsistent, and there is noticeable noise across the sequence. The result is a lack of sharpness and clarity, making it difficult to discern the intended elements or their relationships. This aligns with a very low Visual Quality score (1).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While some generic color tones and lighting cues may be present, the critical components described in the prompt—such as a clearly visible paintbrush tip, a suspended white paint ball, a defined teardrop deformation, and the precise sequence of gravity-driven motion—are not convincingly realized. The footage does not convincingly depict the requested dynamic, resulting in a poor alignment assessment (score 1).\n\nPhysical/Common-sense Consistency:\nThere is no convincing demonstration of the described physical behavior. The motion and deformation do not follow plausible gravity or viscous-fluid dynamics, and the scene lacks coherent physical interaction between the brush, paint, and environment. Overall, the sequence fails to satisfy basic common-sense expectations (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.4375,
+ "TA": 1.03125,
+ "MQ": 1.1484375,
+ "Overall": 3.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air\n- Against a softly blurred, warm backdrop of an artist's studio\n- A single, focused light source on the left illuminating the scene\n- Creating bright, wet highlights on the surface of a ball of opaque, glossy white paint\n- Clinging to a well-worn tan bristle\n- Quiet tension and anticipation atmosphere\n- Gravity overcoming paint's high viscosity causing descent\n- The paint ball stretching, elongating downward into a perfect teardrop shape\n- Smooth surface reflecting light as it deforms\n- Thread connecting the droplet to the brush tapering, stretching into a fragile, almost invisible filament before snapping\n- Dense white droplet detaching and plunging downward\n- Leaving behind the brush tip with slightly smaller amount of paint\n\nNow let me analyze the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation and compression artifacts, with pronounced blur that obscures fine details. Color rendering is inconsistent, and there is noticeable noise across the sequence. The result is a lack of sharpness and clarity, making it difficult to discern the intended elements or their relationships. This aligns with a very low Visual Quality score (1).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While some generic color tones and lighting cues may be present, the critical components described in the prompt—such as a clearly visible paintbrush tip, a suspended white paint ball, a defined teardrop deformation, and the precise sequence of gravity-driven motion—are not convincingly realized. The footage does not convincingly depict the requested dynamic, resulting in a poor alignment assessment (score 1).\n\nPhysical/Common-sense Consistency:\nThere is no convincing demonstration of the described physical behavior. The motion and deformation do not follow plausible gravity or viscous-fluid dynamics, and the scene lacks coherent physical interaction between the brush, paint, and environment. Overall, the sequence fails to satisfy basic common-sense expectations (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "seed": 10257,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_3/index_5159_seed_10257_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.7265625,
+ "video_score2_ta": 1.2421875,
+ "video_score2_mq": 1.7578125,
+ "video_score2_overall": 4.71875,
+ "avg": 4.7265625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "token_credit_reward": 4.71875,
+ "selected_reward": 4.71875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air\n- Against a softly blurred, warm backdrop of an artist's studio\n- A single, focused light source on the left illuminating the scene\n- Creating bright, wet highlights on the surface of a ball of opaque, glossy white paint\n- Clinging to a well-worn tan bristle\n- Quiet tension and anticipation atmosphere\n- Gravity overcoming paint's high viscosity causing descent\n- The paint ball stretching, elongating downward into a perfect teardrop shape\n- Smooth surface reflecting light as it deforms\n- Thread connecting the droplet to the brush tapering, stretching into a fragile, almost invisible filament\n- The dense white droplet detaching and plunging downward\n- Brush tip holding slightly smaller amount of paint\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show noticeable blur and limited sharpness; fine details are not clearly resolved. The lighting is moody with strong contrast, which reduces legibility of subtle features. The color palette remains warm but overall image fidelity is constrained by softness and minor artifacts. The sequence appears largely static with little perceptible motion, contributing to a subdued visual impression. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual visuals. The frames do not depict a paintbrush or a paint ball; instead they resemble abstract patterns with geometric shapes and color contrasts. The core elements described in the prompt—paintbrush, white paint ball, suspended motion, and gravity-driven deformation—are absent. The result is a very poor alignment with the requested scenario (score 1).\n\nPhysical/Common-sense Consistency:\nThe abstract visuals do not reflect plausible physical behavior of a paintball or viscous liquid under gravity. There is no observable deformation, gravity interaction, or material response consistent with the prompt. The content lacks any coherent physical narrative, indicating a severe inconsistency with common-sense expectations (score 1).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air\n- Against a softly blurred, warm backdrop of an artist's studio\n- A single, focused light source on the left illuminating the scene\n- Creating bright, wet highlights on the surface of a ball of opaque, glossy white paint\n- Clinging to a well-worn tan bristle\n- Quiet tension and anticipation atmosphere\n- Gravity overcoming paint's high viscosity causing descent\n- The paint ball stretching, elongating downward into a perfect teardrop shape\n- Smooth surface reflecting light as it deforms\n- Thread connecting the droplet to the brush tapering, stretching into a fragile, almost invisible filament\n- The dense white droplet detaching and plunging downward\n- Brush tip holding slightly smaller amount of paint\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show noticeable blur and limited sharpness; fine details are not clearly resolved. The lighting is moody with strong contrast, which reduces legibility of subtle features. The color palette remains warm but overall image fidelity is constrained by softness and minor artifacts. The sequence appears largely static with little perceptible motion, contributing to a subdued visual impression. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual visuals. The frames do not depict a paintbrush or a paint ball; instead they resemble abstract patterns with geometric shapes and color contrasts. The core elements described in the prompt—paintbrush, white paint ball, suspended motion, and gravity-driven deformation—are absent. The result is a very poor alignment with the requested scenario (score 1).\n\nPhysical/Common-sense Consistency:\nThe abstract visuals do not reflect plausible physical behavior of a paintball or viscous liquid under gravity. There is no observable deformation, gravity interaction, or material response consistent with the prompt. The content lacks any coherent physical narrative, indicating a severe inconsistency with common-sense expectations (score 1).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
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+ "seed": 10258,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_3/index_5159_seed_10258_dp_7_rank_14_sample_2_slot_0.mp4",
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+ "video_score2_overall": 4.0,
+ "avg": 4.0,
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+ "question": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "token_credit_reward": 4.0,
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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\nFirst, let me understand what the text prompt describes:\n- An extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air\n- Softly blurred, warm backdrop of an artist's studio\n- Single, focused light source on the left illuminating the scene\n- Bright, wet highlights on the surface of a ball of opaque, glossy white paint\n- Paint ball clinging to a well-worn tan bristle\n- Quiet tension and anticipation atmosphere\n- Gravity overcoming paint's high viscosity causing descent\n- Ball stretching, carefully elongating downward into a perfect teardrop shape\n- Smooth surface reflecting light as it deforms\n- Thread connecting the droplet to the brush taping, stretching into a fragile, almost invisible filament\n- Dense white droplet detaching and plunging downward\n- Brush tip holding slightly smaller amount of paint\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy blur and pronounced compression artifacts that obscure essential details. Color fidelity is inconsistent, with noticeable banding and color shifts across frames. The imagery lacks crisp edges and fine texture, making it difficult to discern the intended subjects or actions. Overall, the sequence does not deliver a clear or convincing visual narrative.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video content. The frames do not depict a paintbrush suspended in mid-air, nor a ball of white paint on a bristle, nor the described dynamic motion (gravity, stretching, detachment). Instead, the visuals resemble abstract color patches with no recognizable objects or interactions, resulting in a complete mismatch with the requested scenario.\n\nPhysical/Common-sense Consistency:\nThe observed visuals do not support plausible physical behavior or common-sense expectations. There is no coherent depiction of gravity acting on a viscous liquid, no credible deformation of a paint ball, and no consistent interaction between a brush tip and paint. The scene lacks any believable physical dynamics, rendering it inconsistent with real-world expectations.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "MQ": 1.1328125,
+ "Overall": 4.0
+ }
+ }
+ ],
+ "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\nFirst, let me understand what the text prompt describes:\n- An extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air\n- Softly blurred, warm backdrop of an artist's studio\n- Single, focused light source on the left illuminating the scene\n- Bright, wet highlights on the surface of a ball of opaque, glossy white paint\n- Paint ball clinging to a well-worn tan bristle\n- Quiet tension and anticipation atmosphere\n- Gravity overcoming paint's high viscosity causing descent\n- Ball stretching, carefully elongating downward into a perfect teardrop shape\n- Smooth surface reflecting light as it deforms\n- Thread connecting the droplet to the brush taping, stretching into a fragile, almost invisible filament\n- Dense white droplet detaching and plunging downward\n- Brush tip holding slightly smaller amount of paint\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy blur and pronounced compression artifacts that obscure essential details. Color fidelity is inconsistent, with noticeable banding and color shifts across frames. The imagery lacks crisp edges and fine texture, making it difficult to discern the intended subjects or actions. Overall, the sequence does not deliver a clear or convincing visual narrative.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video content. The frames do not depict a paintbrush suspended in mid-air, nor a ball of white paint on a bristle, nor the described dynamic motion (gravity, stretching, detachment). Instead, the visuals resemble abstract color patches with no recognizable objects or interactions, resulting in a complete mismatch with the requested scenario.\n\nPhysical/Common-sense Consistency:\nThe observed visuals do not support plausible physical behavior or common-sense expectations. There is no coherent depiction of gravity acting on a viscous liquid, no credible deformation of a paint ball, and no consistent interaction between a brush tip and paint. The scene lacks any believable physical dynamics, rendering it inconsistent with real-world expectations.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 10259,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_3/index_5159_seed_10259_dp_7_rank_14_sample_3_slot_1.mp4",
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+ "video_score2_vq": 1.515625,
+ "video_score2_ta": 1.03125,
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+ "video_score2_overall": 3.71875,
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+ "question": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
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+ 3,
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air\n- Against a softly blurred, warm backdrop of an artist's studio\n- A single, focused light source on the left illuminating the scene\n- Creating bright, wet highlights on the surface of a ball of opaque, glossy white paint\n- Clinging to a well-worn tan bristle\n- Quiet tension and anticipation atmosphere\n- Gravity overcoming paint's high viscosity causing descent\n- Ball stretching, carefully elongating into a perfect teardrop shape\n- Smooth surface reflecting light as it deforms\n- Thread connecting the droplet to the brush taping, stretching into a fragile, almost invisible filament before snapping swiftly and decisively\n- Dense white droplet immediately detaches, plunging downward, away from the bottom of the frame\n- Brush tip now holding a slightly smaller amount of paint\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced pixelation, and color banding that obscure details. The imagery is consistently low in resolution with noticeable blockiness, making fine features hard to discern. Lighting and contrast appear unstable across frames, contributing to an inconsistent look. The result is a presentation that feels far from professional or faithful to the described scene.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. The frames do not clearly depict a stationary paintbrush suspended in mid-air, nor a clearly visible ball of white paint on a tan bristle. The lighting, atmosphere, and the dynamic sequence described (gravity overcoming viscosity, stretching into a teardrop, etc.) are not convincingly realized. Overall, the video fails to capture the core elements of the requested scenario.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical progression consistent with the prompt. The expected material behavior—viscosity, gravity-driven deformation, and a controlled, fluid motion—is not demonstrated; instead, the visuals show artifacts and distortions that undermine any sense of plausible material response.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.515625,
+ "TA": 1.03125,
+ "MQ": 1.1640625,
+ "Overall": 3.71875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air\n- Against a softly blurred, warm backdrop of an artist's studio\n- A single, focused light source on the left illuminating the scene\n- Creating bright, wet highlights on the surface of a ball of opaque, glossy white paint\n- Clinging to a well-worn tan bristle\n- Quiet tension and anticipation atmosphere\n- Gravity overcoming paint's high viscosity causing descent\n- Ball stretching, carefully elongating into a perfect teardrop shape\n- Smooth surface reflecting light as it deforms\n- Thread connecting the droplet to the brush taping, stretching into a fragile, almost invisible filament before snapping swiftly and decisively\n- Dense white droplet immediately detaches, plunging downward, away from the bottom of the frame\n- Brush tip now holding a slightly smaller amount of paint\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced pixelation, and color banding that obscure details. The imagery is consistently low in resolution with noticeable blockiness, making fine features hard to discern. Lighting and contrast appear unstable across frames, contributing to an inconsistent look. The result is a presentation that feels far from professional or faithful to the described scene.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. The frames do not clearly depict a stationary paintbrush suspended in mid-air, nor a clearly visible ball of white paint on a tan bristle. The lighting, atmosphere, and the dynamic sequence described (gravity overcoming viscosity, stretching into a teardrop, etc.) are not convincingly realized. Overall, the video fails to capture the core elements of the requested scenario.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical progression consistent with the prompt. The expected material behavior—viscosity, gravity-driven deformation, and a controlled, fluid motion—is not demonstrated; instead, the visuals show artifacts and distortions that undermine any sense of plausible material response.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_7/index_tensor([2010, 2010])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_7/index_tensor([2010, 2010])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b42e0e586ec00697724cfa48c1bf88d78d81943b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_7/index_tensor([2010, 2010])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "seed": 27904,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two horses (one black, one white) across a boundless emerald meadow under bright sunlight, with dynamic movement, galloping pace, visible hooves, and playful interaction between the horses. The scene should convey power, speed, and the joy of life, with detailed environmental cues like the azure horizon and fluffy clouds.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with heavy pixelation and pervasive digital artifacts. Color bleeding and color banding are evident, and there is noticeable noise and compression artifacts. The image remains consistently blurry, with unstable edges and inconsistent lighting, making it difficult to discern any meaningful content. Overall, the video presents a corrupted, unwatchable image stream rather than a coherent visual experience.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal two horses or the described meadow, sky, or lighting conditions. Instead, the imagery is dominated by abstract color distortions and artifacts, with no recognizable subjects or scenes matching the narrative. The result is a complete mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency Analysis:\nDue to the extreme degradation, there is no basis to assess physical realism or common-sense coherence. The frames lack identifiable objects or plausible motion, so any evaluation of dynamics, interactions, or environmental consistency is not feasible. The video fails to demonstrate any coherent physical behavior or plausible scene progression.\n\nScoring Rationale:\nGiven the ground-truth scores, all three dimensions receive the lowest rating. Visual quality is severely compromised by artifacts and blur; text-to-video alignment shows no correspondence to the prompt; and physical/common-sense consistency cannot be meaningfully assessed due to the corruption. The overall assessment reflects a video that is effectively unusable for its intended purpose.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "Overall": 3.3125
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two horses (one black, one white) across a boundless emerald meadow under bright sunlight, with dynamic movement, galloping pace, visible hooves, and playful interaction between the horses. The scene should convey power, speed, and the joy of life, with detailed environmental cues like the azure horizon and fluffy clouds.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with heavy pixelation and pervasive digital artifacts. Color bleeding and color banding are evident, and there is noticeable noise and compression artifacts. The image remains consistently blurry, with unstable edges and inconsistent lighting, making it difficult to discern any meaningful content. Overall, the video presents a corrupted, unwatchable image stream rather than a coherent visual experience.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal two horses or the described meadow, sky, or lighting conditions. Instead, the imagery is dominated by abstract color distortions and artifacts, with no recognizable subjects or scenes matching the narrative. The result is a complete mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency Analysis:\nDue to the extreme degradation, there is no basis to assess physical realism or common-sense coherence. The frames lack identifiable objects or plausible motion, so any evaluation of dynamics, interactions, or environmental consistency is not feasible. The video fails to demonstrate any coherent physical behavior or plausible scene progression.\n\nScoring Rationale:\nGiven the ground-truth scores, all three dimensions receive the lowest rating. Visual quality is severely compromised by artifacts and blur; text-to-video alignment shows no correspondence to the prompt; and physical/common-sense consistency cannot be meaningfully assessed due to the corruption. The overall assessment reflects a video that is effectively unusable for its intended purpose.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "seed": 27905,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_7/index_2010_seed_27905_dp_14_rank_28_sample_1_slot_1.mp4",
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+ "video_score2_vq": 1.2578125,
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+ "video_score2_overall": 3.3125,
+ "avg": 3.3046875,
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+ "question": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "token_credit_reward": 3.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two horses (one black, one white) across a boundless emerald meadow under bright sunlight, with dynamic movement, galloping pace, visible hooves, and playful interaction between the horses. The scene should convey power, speed, and the joy of life, with detailed environmental cues.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy pixelation and pervasive artifacts. A dominant grid-like pattern overlays the image, producing a strong digital distortion that makes it impossible to discern subjects or scene details. Color bleeding and color banding further degrade clarity, and overall sharpness is poor. The result is a consistently low-quality presentation that obscures any meaningful content.\n\nText-to-Video Alignment Analysis:\nGiven the severe degradation, there is no reliable evidence of the requested elements being present in the video. The frames do not clearly show two horses, a meadow, sunlight, or the described dynamic action. The alignment to the prompt is effectively non-existent.\n\nPhysical/Common-sense Consistency Analysis:\nDue to the extreme distortion, assessing physical realism or common-sense coherence is not feasible. The visual noise prevents any credible evaluation of motion, anatomy, lighting, or spatial relationships, so no consistent physical behavior can be established.\n\nScoring Rationale:\nVisual quality is severely compromised by artifacts and low resolution, yielding a score of 1. Text-to-video alignment is effectively absent due to lack of recognizable prompt elements, yielding a score of 1. Physical/common-sense consistency cannot be assessed reliably because of the distortions, yielding a score of 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ "Overall": 3.3125
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two horses (one black, one white) across a boundless emerald meadow under bright sunlight, with dynamic movement, galloping pace, visible hooves, and playful interaction between the horses. The scene should convey power, speed, and the joy of life, with detailed environmental cues.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy pixelation and pervasive artifacts. A dominant grid-like pattern overlays the image, producing a strong digital distortion that makes it impossible to discern subjects or scene details. Color bleeding and color banding further degrade clarity, and overall sharpness is poor. The result is a consistently low-quality presentation that obscures any meaningful content.\n\nText-to-Video Alignment Analysis:\nGiven the severe degradation, there is no reliable evidence of the requested elements being present in the video. The frames do not clearly show two horses, a meadow, sunlight, or the described dynamic action. The alignment to the prompt is effectively non-existent.\n\nPhysical/Common-sense Consistency Analysis:\nDue to the extreme distortion, assessing physical realism or common-sense coherence is not feasible. The visual noise prevents any credible evaluation of motion, anatomy, lighting, or spatial relationships, so no consistent physical behavior can be established.\n\nScoring Rationale:\nVisual quality is severely compromised by artifacts and low resolution, yielding a score of 1. Text-to-video alignment is effectively absent due to lack of recognizable prompt elements, yielding a score of 1. Physical/common-sense consistency cannot be assessed reliably because of the distortions, yielding a score of 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 27906,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_7/index_2010_seed_27906_dp_15_rank_30_sample_2_slot_0.mp4",
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+ "video_score2_overall": 3.1875,
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+ "question": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two horses (one black, one white) across an emerald meadow, with bright sunlight, galloping pace, and playful interaction between the animals. The scene should include visible hooves, wind-blown manes/tails, dynamic lighting, and a sense of speed and joy.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with heavy pixelation and pervasive digital artifacts. Color bleeding and color banding are evident, and there is noticeable noise and compression artifacts. The imagery is consistently blurry, with limited detail and poor contrast, making it difficult to discern subjects or scene elements. Overall, the video presents a corrupted, glitched appearance that obscures any meaningful content.\n\nText-to-Video Alignment Analysis:\nGiven the extreme degradation, the video fails to reflect the described prompt. There is no clear evidence of two horses, a meadow setting, or the intended dynamic interaction. The content cannot be reliably identified, and the alignment to the prompt is effectively non-existent.\n\nPhysical/Common-sense Consistency Analysis:\nDue to the severe corruption, assessing physical realism or common-sense coherence is not feasible. The frames do not provide interpretable motion cues, spatial relationships, or plausible animal behavior, so any evaluation of physical consistency remains unattainable.\n\nScoring Rationale:\nVisual quality is rated at 1 due to extreme degradation. Text-to-video alignment is rated at 1 because the prompt elements are not observable. Physical/common-sense consistency is rated at 1 because the content is not interpretable enough to judge.\n\nground-truth of Dim-1: 'Visual Quality':\n1\n\nground-truth of Dim-2: 'Text-to-Video Alignment':\n1\n\nground-truth of Dim-3: 'Physical Consistency' (also referred to as Common-sense Consistency):\n1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.140625,
+ "TA": 1.0078125,
+ "MQ": 1.03125,
+ "Overall": 3.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two horses (one black, one white) across an emerald meadow, with bright sunlight, galloping pace, and playful interaction between the animals. The scene should include visible hooves, wind-blown manes/tails, dynamic lighting, and a sense of speed and joy.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The resolution is very low, with heavy pixelation and pervasive digital artifacts. Color bleeding and color banding are evident, and there is noticeable noise and compression artifacts. The imagery is consistently blurry, with limited detail and poor contrast, making it difficult to discern subjects or scene elements. Overall, the video presents a corrupted, glitched appearance that obscures any meaningful content.\n\nText-to-Video Alignment Analysis:\nGiven the extreme degradation, the video fails to reflect the described prompt. There is no clear evidence of two horses, a meadow setting, or the intended dynamic interaction. The content cannot be reliably identified, and the alignment to the prompt is effectively non-existent.\n\nPhysical/Common-sense Consistency Analysis:\nDue to the severe corruption, assessing physical realism or common-sense coherence is not feasible. The frames do not provide interpretable motion cues, spatial relationships, or plausible animal behavior, so any evaluation of physical consistency remains unattainable.\n\nScoring Rationale:\nVisual quality is rated at 1 due to extreme degradation. Text-to-video alignment is rated at 1 because the prompt elements are not observable. Physical/common-sense consistency is rated at 1 because the content is not interpretable enough to judge.\n\nground-truth of Dim-1: 'Visual Quality':\n1\n\nground-truth of Dim-2: 'Text-to-Video Alignment':\n1\n\nground-truth of Dim-3: 'Physical Consistency' (also referred to as Common-sense Consistency):\n1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "seed": 27907,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_7/index_2010_seed_27907_dp_15_rank_30_sample_3_slot_1.mp4",
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+ "avg": 3.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two horses (one black, one white) across a boundless emerald meadow under bright sunlight, with galloping motion, visible hooves, and dynamic interaction between the horses as they chase each other. The scene should include expansive grassland, an azure horizon, fluffy white clouds, and pronounced lighting effects on the moving animals.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy pixelation and pervasive artifacts. A dominant blue-green cast and color bleeding distort the scene, and there is noticeable digital noise and compression artifacts. The image remains consistently blurry, with unstable brightness and contrast and a processed look that undermines realism. Overall, the video presents a markedly poor visual quality that obscures details and reduces watchability.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is shown. The frames do not clearly depict two horses or the described galloping chase; instead, the content is dominated by abstract color patterns and artifacts with no identifiable equine subjects or motion. The core elements of the prompt—two horses, their interaction, and the expansive grassland—are not realized in the video. Alignment is effectively absent.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical behavior. The imagery is so distorted that meaningful assessment of animal movement or environmental interaction is not possible. There is no plausible depiction of hooves, gait, or interaction, and the scene does not conform to basic common-sense expectations for a horse chase in a meadow.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.1953125,
+ "TA": 1.015625,
+ "MQ": 1.0390625,
+ "Overall": 3.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two horses (one black, one white) across a boundless emerald meadow under bright sunlight, with galloping motion, visible hooves, and dynamic interaction between the horses as they chase each other. The scene should include expansive grassland, an azure horizon, fluffy white clouds, and pronounced lighting effects on the moving animals.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy pixelation and pervasive artifacts. A dominant blue-green cast and color bleeding distort the scene, and there is noticeable digital noise and compression artifacts. The image remains consistently blurry, with unstable brightness and contrast and a processed look that undermines realism. Overall, the video presents a markedly poor visual quality that obscures details and reduces watchability.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is shown. The frames do not clearly depict two horses or the described galloping chase; instead, the content is dominated by abstract color patterns and artifacts with no identifiable equine subjects or motion. The core elements of the prompt—two horses, their interaction, and the expansive grassland—are not realized in the video. Alignment is effectively absent.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical behavior. The imagery is so distorted that meaningful assessment of animal movement or environmental interaction is not possible. There is no plausible depiction of hooves, gait, or interaction, and the scene does not conform to basic common-sense expectations for a horse chase in a meadow.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_9/index_tensor([3830, 3830])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_9/index_tensor([3830, 3830])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..56ab8543921c0a6ce0318a468fca928564c0b161
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_9/index_tensor([3830, 3830])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 13325,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_9/index_3830_seed_13325_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.453125,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.3046875,
+ "video_score2_overall": 3.78125,
+ "avg": 3.7734375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium shot captures a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. Dressed in a sharp, dark blazer over a light blue button-down shirt, he exudes an air of professional authority. The scene is illuminated by soft, diffuse studio lighting, casting a gentle glow on the table and eliminating harsh shadows, creating an atmosphere of focus and tranquility against the backdrop of a simple, out-of-focus, neutral wall. Initially, his left hand rests flat and steady on the table. As he begins to speak, he deliberately raises his right hand, palm open, gracefully extending it toward the right side of the frame, then lowers it and gently places it on the table. Continuing his speech, he bows gently and respectfully, then smoothly straightens his body to reestablish eye contact with the camera. He then raises his right hand again, bending his elbow and holding it near his waist. Simultaneously, he removes his left hand from the table, where he holds a sleek black page turner, and overlaps it with his right, resting the device securely on the back of his right hand. In a final demonstrative gesture, he opened his left hand and spread his fingers to the right, ending the sequence with calm, clear communication.",
+ "token_credit_reward": 3.78125,
+ "selected_reward": 3.78125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns, standing behind a polished dark wooden table. He wears a sharp dark blazer over a light blue shirt and presents a professional demeanor. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and minimizes harsh shadows, contributing to a focused and tranquil atmosphere against a simple, out-of-focus neutral backdrop. The sequence includes specific gestures: left hand resting on the table, deliberate raising of the right hand with palm open, extending it toward the right, lowering it, placing it back on the table, bowing gently, returning to upright posture, raising the right hand again with elbow bent near the waist, removing the left hand from the table where it held a sleek black page turner, overlapping the hands, and finally opening the left hand and spreading fingers to the right.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits heavy digital artifacts, pronounced color distortions, and noticeable compression noise that obscure details. The image remains consistently low in clarity, with unstable color balance and frequent banding or color bleeding. Frame-to-frame stability is poor, and the scene lacks crisp definition, making it difficult to discern fine features such as facial expressions, hair texture, and hand movements. These issues collectively indicate a very low level of visual fidelity across the video.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. While some basic elements (a person behind a table, wearing a dark blazer, and a general sense of formality) are present, the majority of the described actions and gestures are not clearly realized. The specific hand movements, the precise timing of gestures, and the nuanced interactions with the page turner are not convincingly captured due to the heavy visual degradation. Overall, the alignment to the prompt is limited, reflecting a low correspondence score.\n\nPhysical Consistency (Common-sense):\nThe scene maintains a generally plausible human posture and spatial arrangement, but the severe visual distortions introduce occasional inconsistencies in depth cues and object relationships. While no gross anatomical errors are evident, the combination of artifacts and ambiguous motion reduces confidence in physical realism. Overall, common-sense consistency is modestly affected by the visual quality, resulting in a low-to-moderate assessment.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.453125,
+ "TA": 1.015625,
+ "MQ": 1.3046875,
+ "Overall": 3.78125
+ }
+ }
+ ],
+ "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, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns, standing behind a polished dark wooden table. He wears a sharp dark blazer over a light blue shirt and presents a professional demeanor. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and minimizes harsh shadows, contributing to a focused and tranquil atmosphere against a simple, out-of-focus neutral backdrop. The sequence includes specific gestures: left hand resting on the table, deliberate raising of the right hand with palm open, extending it toward the right, lowering it, placing it back on the table, bowing gently, returning to upright posture, raising the right hand again with elbow bent near the waist, removing the left hand from the table where it held a sleek black page turner, overlapping the hands, and finally opening the left hand and spreading fingers to the right.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits heavy digital artifacts, pronounced color distortions, and noticeable compression noise that obscure details. The image remains consistently low in clarity, with unstable color balance and frequent banding or color bleeding. Frame-to-frame stability is poor, and the scene lacks crisp definition, making it difficult to discern fine features such as facial expressions, hair texture, and hand movements. These issues collectively indicate a very low level of visual fidelity across the video.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. While some basic elements (a person behind a table, wearing a dark blazer, and a general sense of formality) are present, the majority of the described actions and gestures are not clearly realized. The specific hand movements, the precise timing of gestures, and the nuanced interactions with the page turner are not convincingly captured due to the heavy visual degradation. Overall, the alignment to the prompt is limited, reflecting a low correspondence score.\n\nPhysical Consistency (Common-sense):\nThe scene maintains a generally plausible human posture and spatial arrangement, but the severe visual distortions introduce occasional inconsistencies in depth cues and object relationships. While no gross anatomical errors are evident, the combination of artifacts and ambiguous motion reduces confidence in physical realism. Overall, common-sense consistency is modestly affected by the visual quality, resulting in a low-to-moderate assessment.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 13326,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_9/index_3830_seed_13326_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "video_score2_vq": 1.671875,
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+ "video_score2_overall": 3.8125,
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+ "question": "static, eye-level medium shot captures a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. Dressed in a sharp, dark blazer over a light blue button-down shirt, he exudes an air of professional authority. The scene is illuminated by soft, diffuse studio lighting, casting a gentle glow on the table and eliminating harsh shadows, creating an atmosphere of focus and tranquility against the backdrop of a simple, out-of-focus, neutral wall. Initially, his left hand rests flat and steady on the table. As he begins to speak, he deliberately raises his right hand, palm open, gracefully extending it toward the right side of the frame, then lowers it and gently places it on the table. Continuing his speech, he bows gently and respectfully, then smoothly straightens his body to reestablish eye contact with the camera. He then raises his right hand again, bending his elbow and holding it near his waist. Simultaneously, he removes his left hand from the table, where he holds a sleek black page turner, and overlaps it with his right, resting the device securely on the back of his right hand. In a final demonstrative gesture, he opened his left hand and spread his fingers to the right, ending the sequence with calm, clear communication.",
+ "token_credit_reward": 3.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns, standing behind a polished dark wooden table. He wears a sharp dark blazer over a light blue button-down shirt and presents a professional demeanor. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and eliminates harsh shadows, contributing to a focused and tranquil atmosphere against a simple, out-of-focus neutral backdrop. The sequence includes specific gestures: left hand resting on the table, deliberate raising of the right hand with palm open, extending it toward the right, lowering it, placing it on the table, bowing gently, returning to upright posture, raising the right hand again with elbow bent near the waist, removing the left hand from the table where it held a sleek black page turner, overlapping it with the right hand, and ending with a calm, clear communication gesture.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits heavy compression artifacts, pronounced color banding, and noticeable pixelation that obscure details. The image remains consistently low in clarity, with frequent digital noise and edge distortions around objects and the subject. Lighting is uneven across shots, producing inconsistent highlights and shadows, and there are occasional color fringing and color bleeding effects. The result is a visually unstable presentation with limited detail and poor fidelity, making it difficult to discern fine features or subtle gestures. Overall, the video does not meet basic standards of visual quality.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames show a figure in a dark outfit with a head covering rather than the described middle-aged man with neatly styled hair and graying sideburns. The setting appears outdoor or in a non-professional space with vegetation visible in the background, whereas the prompt specifies a controlled studio environment with a polished wooden table and neutral backdrop. The blazer and shirt combination is present but does not align with the detailed description, and the specific gestures and movements described in the prompt are not observable in the frames. The overall alignment to the textual prompt is poor, indicating a significant deviation from the intended scenario.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical coherence: the subject’s proportions appear plausible, and the spatial relationships among the person, the table, and the background elements are reasonably consistent. There are no obvious violations of gravity or object permanence within the frame sequence. However, due to the low visual fidelity and the lack of clear motion cues, some subtleties of interaction and timing cannot be fully verified. Overall, physical consistency is acceptable but not strongly demonstrated, reflecting a moderate level of common-sense alignment.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.671875,
+ "TA": 1.0234375,
+ "MQ": 1.125,
+ "Overall": 3.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns, standing behind a polished dark wooden table. He wears a sharp dark blazer over a light blue button-down shirt and presents a professional demeanor. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and eliminates harsh shadows, contributing to a focused and tranquil atmosphere against a simple, out-of-focus neutral backdrop. The sequence includes specific gestures: left hand resting on the table, deliberate raising of the right hand with palm open, extending it toward the right, lowering it, placing it on the table, bowing gently, returning to upright posture, raising the right hand again with elbow bent near the waist, removing the left hand from the table where it held a sleek black page turner, overlapping it with the right hand, and ending with a calm, clear communication gesture.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits heavy compression artifacts, pronounced color banding, and noticeable pixelation that obscure details. The image remains consistently low in clarity, with frequent digital noise and edge distortions around objects and the subject. Lighting is uneven across shots, producing inconsistent highlights and shadows, and there are occasional color fringing and color bleeding effects. The result is a visually unstable presentation with limited detail and poor fidelity, making it difficult to discern fine features or subtle gestures. Overall, the video does not meet basic standards of visual quality.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames show a figure in a dark outfit with a head covering rather than the described middle-aged man with neatly styled hair and graying sideburns. The setting appears outdoor or in a non-professional space with vegetation visible in the background, whereas the prompt specifies a controlled studio environment with a polished wooden table and neutral backdrop. The blazer and shirt combination is present but does not align with the detailed description, and the specific gestures and movements described in the prompt are not observable in the frames. The overall alignment to the textual prompt is poor, indicating a significant deviation from the intended scenario.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical coherence: the subject’s proportions appear plausible, and the spatial relationships among the person, the table, and the background elements are reasonably consistent. There are no obvious violations of gravity or object permanence within the frame sequence. However, due to the low visual fidelity and the lack of clear motion cues, some subtleties of interaction and timing cannot be fully verified. Overall, physical consistency is acceptable but not strongly demonstrated, reflecting a moderate level of common-sense alignment.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
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+ "seed": 13327,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000852/group_9/index_3830_seed_13327_dp_19_rank_38_sample_2_slot_0.mp4",
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+ "video_score2_overall": 3.53125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a detailed, specific scene involving a middle-aged man with neatly combed hair and graying sideburns, wearing a sharp dark blazer over a light blue shirt, standing behind a polished dark wooden table, with precise hand movements and gestures. The described setup implies a controlled, professional environment with soft, diffuse lighting and a neutral backdrop.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The footage exhibits heavy pixelation, pronounced compression artifacts, and noticeable color distortions that obscure details. The overall resolution is low, and the image remains consistently unclear, making it impossible to discern fine features or subtle expressions. Frame-to-frame stability is limited, and the presentation lacks crispness and polish, resulting in a markedly poor viewing experience.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is visible. The frames do not clearly reveal the described subject, attire, or actions; instead, the content appears dominated by abstract or distorted imagery that does not align with the specified scenario. The alignment to the prompt is effectively non-existent.\n\nPhysical Consistency (Common-sense):\nGiven the severe degradation, assessing physical realism or common-sense coherence is not feasible. The frames do not provide reliable cues about anatomy, interactions, or plausible motion, so any evaluation of physical consistency must be considered unattainable under the current quality level.\n\nOverall assessment:\nThe video demonstrates critical deficiencies across all three dimensions, with no credible alignment to the prompt and minimal perceptual coherence.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.453125,
+ "TA": 1.0078125,
+ "MQ": 1.0625,
+ "Overall": 3.53125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a detailed, specific scene involving a middle-aged man with neatly combed hair and graying sideburns, wearing a sharp dark blazer over a light blue shirt, standing behind a polished dark wooden table, with precise hand movements and gestures. The described setup implies a controlled, professional environment with soft, diffuse lighting and a neutral backdrop.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The footage exhibits heavy pixelation, pronounced compression artifacts, and noticeable color distortions that obscure details. The overall resolution is low, and the image remains consistently unclear, making it impossible to discern fine features or subtle expressions. Frame-to-frame stability is limited, and the presentation lacks crispness and polish, resulting in a markedly poor viewing experience.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is visible. The frames do not clearly reveal the described subject, attire, or actions; instead, the content appears dominated by abstract or distorted imagery that does not align with the specified scenario. The alignment to the prompt is effectively non-existent.\n\nPhysical Consistency (Common-sense):\nGiven the severe degradation, assessing physical realism or common-sense coherence is not feasible. The frames do not provide reliable cues about anatomy, interactions, or plausible motion, so any evaluation of physical consistency must be considered unattainable under the current quality level.\n\nOverall assessment:\nThe video demonstrates critical deficiencies across all three dimensions, with no credible alignment to the prompt and minimal perceptual coherence.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A static, eye-level medium shot of a middle-aged man with neatly combed hair and graying sideburns\n- Standing behind a polished, dark wooden table\n- Dressed in a sharp, dark blazer over a light blue button-down shirt\n- Exudes professional authority\n- Illuminated by soft, diffuse studio lighting\n- Casting a gentle glow on the table and eliminating harsh shadows\n- Creating atmosphere of focus and tranquility\n- Simple, out-of-focus neutral wall backdrop\n- Specific sequence of gestures: left hand on table, right hand raised with palm open, extended to right, lowered, then repeated sequence\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pronounced color banding that obscure details. The image is dominated by blocky, low-resolution rendering and inconsistent lighting, making it impossible to discern facial features, clothing, or background elements clearly. The result is a consistently poor-quality presentation across all frames, with little to no perceptible detail or realism.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video content. The frames do not reveal a middle-aged man, a polished wooden table, a blazer and light blue shirt, or any of the described gestures. Instead, the imagery centers on abstract geometric patterns and distorted shapes, with no recognizable human figure or scene matching the prompt. The mismatch is complete and persistent across frames.\n\nPhysical/Common-sense Consistency:\nThe visuals show no coherent physical interaction or plausible human motion. There is no discernible spatial relationship, lighting logic, or object manipulation consistent with the described scenario. The content fails to demonstrate basic common-sense expectations or plausible physical behavior.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a fundamentally broken generation process.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3046875,
+ "TA": 1.0078125,
+ "MQ": 1.046875,
+ "Overall": 3.359375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A static, eye-level medium shot of a middle-aged man with neatly combed hair and graying sideburns\n- Standing behind a polished, dark wooden table\n- Dressed in a sharp, dark blazer over a light blue button-down shirt\n- Exudes professional authority\n- Illuminated by soft, diffuse studio lighting\n- Casting a gentle glow on the table and eliminating harsh shadows\n- Creating atmosphere of focus and tranquility\n- Simple, out-of-focus neutral wall backdrop\n- Specific sequence of gestures: left hand on table, right hand raised with palm open, extended to right, lowered, then repeated sequence\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pronounced color banding that obscure details. The image is dominated by blocky, low-resolution rendering and inconsistent lighting, making it impossible to discern facial features, clothing, or background elements clearly. The result is a consistently poor-quality presentation across all frames, with little to no perceptible detail or realism.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video content. The frames do not reveal a middle-aged man, a polished wooden table, a blazer and light blue shirt, or any of the described gestures. Instead, the imagery centers on abstract geometric patterns and distorted shapes, with no recognizable human figure or scene matching the prompt. The mismatch is complete and persistent across frames.\n\nPhysical/Common-sense Consistency:\nThe visuals show no coherent physical interaction or plausible human motion. There is no discernible spatial relationship, lighting logic, or object manipulation consistent with the described scenario. The content fails to demonstrate basic common-sense expectations or plausible physical behavior.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a fundamentally broken generation process.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file