diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_0/index_tensor([8365, 8365])_group_0_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_0/index_tensor([8365, 8365])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..96f3d43db6f04df6c059ccbc4b8358a42836cc9c
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_0/index_tensor([8365, 8365])_group_0_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot from a slightly upward angle, with a soft-focus halo that bathes the scene in a warm, delicate picture-book atmosphere. The central subject is a cute pig demon with a chubby pink body, large floppy ears, and inquisitive black eyes, wearing a simple light-brown vest. It leans forward with its head lowered, mouth open in a small rounded circle of wonder, gazing at its feet. Shimmering magical roots burst from the dark, fertile soil, spreading golden rays and weaving luminous patterns across the mossy ground, casting a soft warm glow on the pig's face and creating a magical atmosphere of wonder and quiet discovery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The rendering is generally clean with decent detail and cohesive lighting, but there are occasional minor artifacts and slight inconsistencies in texture or shading that prevent a higher rating. The pig character remains recognizable and the magical elements are present, though not exceptionally refined throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the main elements: the pig demon, the warm golden ambiance, the forward-leaning posture, and the visible magical roots. Some nuanced details such as the exact eye color and the precise interaction between the roots and the ground are not perfectly matched, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, with the magical effects integrated in a believable manner. There are no major physics violations, though some interactions could be tightened for stronger realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; 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": {
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+ },
+ "soft_scores": {
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+ "TA": 2.3125,
+ "MQ": 1.71875,
+ "Overall": 7.59375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot from a slightly upward angle, with a soft-focus halo that bathes the scene in a warm, delicate picture-book atmosphere. The central subject is a cute pig demon with a chubby pink body, large floppy ears, and inquisitive black eyes, wearing a simple light-brown vest. It leans forward with its head lowered, mouth open in a small rounded circle of wonder, gazing at its feet. Shimmering magical roots burst from the dark, fertile soil, spreading golden rays and weaving luminous patterns across the mossy ground, casting a soft warm glow on the pig's face and creating a magical atmosphere of wonder and quiet discovery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The rendering is generally clean with decent detail and cohesive lighting, but there are occasional minor artifacts and slight inconsistencies in texture or shading that prevent a higher rating. The pig character remains recognizable and the magical elements are present, though not exceptionally refined throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the main elements: the pig demon, the warm golden ambiance, the forward-leaning posture, and the visible magical roots. Some nuanced details such as the exact eye color and the precise interaction between the roots and the ground are not perfectly matched, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, with the magical effects integrated in a believable manner. There are no major physics violations, though some interactions could be tightened for stronger realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; 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": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.",
+ "seed": 10794,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_0/index_8365_seed_10794_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.703125,
+ "video_score2_ta": 2.84375,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 10.25,
+ "avg": 10.203125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.",
+ "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 steady medium shot from a slightly upward angle with a soft-focus halo, featuring a cute pig demon with a chubby pink body, large floppy ears, and inquisitive jet-black eyes. It wears a simple light-brown vest and leans forward with a head lowered, mouth open in a small rounded circle of wonder, gazing at its feet. Magical roots should be visible near the hooves, spreading luminous patterns across the mossy ground and casting a warm glow on the face to create a magical atmosphere of wonder and quiet discovery.\n\nVisual Quality Analysis:\nThe frames show solid rendering with clear details and consistent lighting. The pig character is well modeled with smooth surfaces and coherent shading, and the warm golden lighting contributes to a cohesive mood. The background has a dreamy, soft-focus feel that aligns with the intended atmosphere. However, there are minor issues such as slight edge softness and occasional texture inconsistencies that prevent a perfect top-tier look. Overall, Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including the pig demon, pink coloration, large floppy ears, and a warm golden ambiance. However, several key aspects are not realized: the shot does not clearly present a steady medium shot from a slightly upward angle, the mouth is not shown as open in a rounded circle of wonder, and the head position is not clearly lowered toward the feet. The most significant misalignment is the absence of the described magical roots near the hooves and the lack of the intricate luminous patterns weaving across the ground. These gaps indicate only partial alignment with the prompt, resulting in a moderate overall alignment score (3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and spatial relationships within a fantasy context; the pig’s proportions and the magical lighting are coherent with the setting. There are no obvious physical contradictions, though some stylistic choices introduce mild deviations from strict realism. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 2.84375,
+ "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 steady medium shot from a slightly upward angle with a soft-focus halo, featuring a cute pig demon with a chubby pink body, large floppy ears, and inquisitive jet-black eyes. It wears a simple light-brown vest and leans forward with a head lowered, mouth open in a small rounded circle of wonder, gazing at its feet. Magical roots should be visible near the hooves, spreading luminous patterns across the mossy ground and casting a warm glow on the face to create a magical atmosphere of wonder and quiet discovery.\n\nVisual Quality Analysis:\nThe frames show solid rendering with clear details and consistent lighting. The pig character is well modeled with smooth surfaces and coherent shading, and the warm golden lighting contributes to a cohesive mood. The background has a dreamy, soft-focus feel that aligns with the intended atmosphere. However, there are minor issues such as slight edge softness and occasional texture inconsistencies that prevent a perfect top-tier look. Overall, Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including the pig demon, pink coloration, large floppy ears, and a warm golden ambiance. However, several key aspects are not realized: the shot does not clearly present a steady medium shot from a slightly upward angle, the mouth is not shown as open in a rounded circle of wonder, and the head position is not clearly lowered toward the feet. The most significant misalignment is the absence of the described magical roots near the hooves and the lack of the intricate luminous patterns weaving across the ground. These gaps indicate only partial alignment with the prompt, resulting in a moderate overall alignment score (3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and spatial relationships within a fantasy context; the pig’s proportions and the magical lighting are coherent with the setting. There are no obvious physical contradictions, though some stylistic choices introduce mild deviations from strict realism. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.",
+ "seed": 10795,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_0/index_8365_seed_10795_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.96875,
+ "video_score2_overall": 11.375,
+ "avg": 11.421875,
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+ "question": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.",
+ "token_credit_reward": 11.375,
+ "selected_reward": 11.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot from a slightly upward angle, with a soft-focus halo creating a warm, picture-book-like atmosphere. The central subject is a cute pig demon with a chubby pink body, large floppy ears, and inquisitive eyes, wearing a light-brown vest. It leans forward with its head lowered, mouth open in a small rounded circle of wonder, gazing at its feet. Magical roots should be visible near the hooves, spreading with golden rays and weaving luminous patterns across the mossy ground, casting a soft warm glow on the face and creating a magical atmosphere of wonder and quiet discovery.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The rendering is clean with good lighting and color balance, and the character design remains consistent across frames. The background features a warm golden glow and a soft-focus effect that supports the intended mood. However, there are minor imperfections typical of stylized animation (subtle texture softness and occasional edge softness) that prevent a perfect 5. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements from the prompt, including the medium shot, the slightly upward angle, the soft-focus halo, and the warm atmosphere. The pig demon’s pink body, large floppy ears, and forward-leaning posture are present, and the golden magical patterns are visible. However, some details diverge: the eyes appear more expressive than the described inquisitive, jet-black look, and the mouth shape does not match the small rounded circle of wonder. These deviations reduce exact alignment but do not break the overall narrative. The alignment is strong and coherent, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within the fantasy context. The pig demon’s anatomy and behavior are plausible within the world, and the magical elements follow a consistent logic without breaking the viewer’s sense of plausibility. Minor inconsistencies exist (e.g., eye expression and mouth geometry), yet they do not undermine overall consistency. This yields a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 3.75,
+ "MQ": 3.96875,
+ "Overall": 11.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot from a slightly upward angle, with a soft-focus halo creating a warm, picture-book-like atmosphere. The central subject is a cute pig demon with a chubby pink body, large floppy ears, and inquisitive eyes, wearing a light-brown vest. It leans forward with its head lowered, mouth open in a small rounded circle of wonder, gazing at its feet. Magical roots should be visible near the hooves, spreading with golden rays and weaving luminous patterns across the mossy ground, casting a soft warm glow on the face and creating a magical atmosphere of wonder and quiet discovery.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The rendering is clean with good lighting and color balance, and the character design remains consistent across frames. The background features a warm golden glow and a soft-focus effect that supports the intended mood. However, there are minor imperfections typical of stylized animation (subtle texture softness and occasional edge softness) that prevent a perfect 5. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements from the prompt, including the medium shot, the slightly upward angle, the soft-focus halo, and the warm atmosphere. The pig demon’s pink body, large floppy ears, and forward-leaning posture are present, and the golden magical patterns are visible. However, some details diverge: the eyes appear more expressive than the described inquisitive, jet-black look, and the mouth shape does not match the small rounded circle of wonder. These deviations reduce exact alignment but do not break the overall narrative. The alignment is strong and coherent, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within the fantasy context. The pig demon’s anatomy and behavior are plausible within the world, and the magical elements follow a consistent logic without breaking the viewer’s sense of plausibility. Minor inconsistencies exist (e.g., eye expression and mouth geometry), yet they do not undermine overall consistency. This yields a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.",
+ "seed": 10796,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_0/index_8365_seed_10796_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 3.140625,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.625,
+ "avg": 9.640625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "steady medium shot, shot from a slightly upward angle, bathes the entire scene in a soft-focus halo, creating a warm and delicate picture-book-like atmosphere. At the center of the frame is a cuddly little pig demon, with a chubby pink body, large, floppy ears, and a pair of inquisitive, jet-black eyes. Clad in a simple, light-brown linen vest, it leans slightly forward, its head lowered, its mouth open in a small, rounded circle of wonder, as it gazes intently at its feet. Next to its tiny hooves, countless shimmering magical roots burst forth from the dark, fertile soil. Like flowing golden rays, they spread with graceful swiftness, weaving intricate, luminous, and mysterious patterns across the mossy ground. They cast a soft, warm glow upon the little pig demon's astonished face, creating a magical atmosphere of wonder and quiet discovery.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot from a slightly upward angle, with a soft-focus halo creating a warm, delicate picture-book atmosphere. The central subject is a cute pig demon with a chubby pink body, large floppy ears, and inquisitive black eyes, wearing a simple light-brown vest. It leans forward with its head lowered, mouth open in a small rounded circle of wonder, gazing at its feet. Magical roots should be visible near the hooves, with shimmering, flowing golden rays weaving across mossy ground to cast a warm glow on the face and create a magical atmosphere of wonder and quiet discovery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the pig and magical elements, but there are occasional minor artifacts and slight inconsistencies in lighting or motion that prevent a higher rating. The warm golden lighting and glow are present, yet some frames exhibit mild color shifts or subtle noise, keeping the overall impression acceptable rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the main elements: a pig demon with pink body, large floppy ears, black eyes, and a light-brown vest; the forward-leaning posture and downward gaze are represented. The mouth is depicted as a small opening, and the magical golden rays and shimmering effects are visible. A few minor deviations exist in exact eye shape or vest texture, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and the magical effects follow plausible fantasy conventions, and the scene maintains coherent lighting and spatial relationships. However, there are occasional small inconsistencies in how the magical roots interact with the ground or in subtle timing of motion, which prevents a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 3.140625,
+ "MQ": 3.171875,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot from a slightly upward angle, with a soft-focus halo creating a warm, delicate picture-book atmosphere. The central subject is a cute pig demon with a chubby pink body, large floppy ears, and inquisitive black eyes, wearing a simple light-brown vest. It leans forward with its head lowered, mouth open in a small rounded circle of wonder, gazing at its feet. Magical roots should be visible near the hooves, with shimmering, flowing golden rays weaving across mossy ground to cast a warm glow on the face and create a magical atmosphere of wonder and quiet discovery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the pig and magical elements, but there are occasional minor artifacts and slight inconsistencies in lighting or motion that prevent a higher rating. The warm golden lighting and glow are present, yet some frames exhibit mild color shifts or subtle noise, keeping the overall impression acceptable rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the main elements: a pig demon with pink body, large floppy ears, black eyes, and a light-brown vest; the forward-leaning posture and downward gaze are represented. The mouth is depicted as a small opening, and the magical golden rays and shimmering effects are visible. A few minor deviations exist in exact eye shape or vest texture, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and the magical effects follow plausible fantasy conventions, and the scene maintains coherent lighting and spatial relationships. However, there are occasional small inconsistencies in how the magical roots interact with the ground or in subtle timing of motion, which prevents a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_1/index_tensor([8116, 8116])_group_1_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_1/index_tensor([8116, 8116])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..97f4cbb57575de2b84a8e053c3ef5d99e28d5399
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_1/index_tensor([8116, 8116])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility.",
+ "seed": 21085,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_1/index_8116_seed_21085_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 2.5,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility.",
+ "token_credit_reward": 9.0625,
+ "selected_reward": 9.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, top-down macro shot of a damp, dark-gray asphalt surface with a small, shallow puddle forming in a slight depression, coated with a thin, shimmering film of oil. The surface is expected to swirl with a mesmerizing rainbow of vibrant hues (fuchsia, electric blue, liquid gold). A sudden break in surface tension, a rupture at the center spreading outward, and a vanishing of the psychedelic colors are part of the sequence. A nearly invisible, fine mist should erupt upward from the rupture point, suspended in the post-rain air before dissipating, leaving only the dark, rain-slicked pavement behind.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the asphalt texture and the colorful liquid. The rainbow-like swirls are visible and the lighting appears consistent across frames. However, there is limited motion information due to static frames, so assessment of motion smoothness is constrained. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—static, top-down view; damp asphalt; a small puddle with a reflective surface; and vivid colors. However, key dynamic events such as the surface tension breaking, a central rupture spreading outward, and the mist eruption are not clearly demonstrated in the frames. Alignment is partial: some aspects align while others remain ambiguous or missing.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical interactions between liquid and surface, with believable reflections and color behavior. Yet the absence of explicit motion cues and the lack of a clearly depicted rupture reduce confidence in full physical realism. Overall, physical consistency is moderate.\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": 3.515625,
+ "TA": 2.5,
+ "MQ": 3.046875,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, top-down macro shot of a damp, dark-gray asphalt surface with a small, shallow puddle forming in a slight depression, coated with a thin, shimmering film of oil. The surface is expected to swirl with a mesmerizing rainbow of vibrant hues (fuchsia, electric blue, liquid gold). A sudden break in surface tension, a rupture at the center spreading outward, and a vanishing of the psychedelic colors are part of the sequence. A nearly invisible, fine mist should erupt upward from the rupture point, suspended in the post-rain air before dissipating, leaving only the dark, rain-slicked pavement behind.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the asphalt texture and the colorful liquid. The rainbow-like swirls are visible and the lighting appears consistent across frames. However, there is limited motion information due to static frames, so assessment of motion smoothness is constrained. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—static, top-down view; damp asphalt; a small puddle with a reflective surface; and vivid colors. However, key dynamic events such as the surface tension breaking, a central rupture spreading outward, and the mist eruption are not clearly demonstrated in the frames. Alignment is partial: some aspects align while others remain ambiguous or missing.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical interactions between liquid and surface, with believable reflections and color behavior. Yet the absence of explicit motion cues and the lack of a clearly depicted rupture reduce confidence in full physical realism. Overall, physical consistency is moderate.\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"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic sequence: a top-down macro shot of a damp asphalt surface with a shallow puddle, a thin shimmering oil film, a central rupture spreading outward, a mist eruption, and a final tranquil scene. The actual video, however, presents a largely static, close-up view of a wet surface with a puddle and a downward cone-like distortion, lacking the described motion and color dynamics. Overall, the alignment between the prompt and the video is limited, with key elements missing or misrepresented.\n\nVisual Quality Analysis:\nThe visuals are adequate but not exceptional. Resolution and detail are acceptable, and lighting remains consistent across frames. However, there is a noticeable downward cone distortion that warps the surface geometry, reducing realism. The sequence shows little variation over time, making the video feel more like a static image than a dynamic clip. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and the video. The prompt calls for a top-down macro shot with a dynamic, evolving scene—oil film with rainbow hues, a central rupture, a mist eruption, and a final tranquil state. The video instead presents a largely static, distorted close-up with no visible mist, no color evolution, and no rupture or spreading effect. The alignment is poor (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: water behavior and reflections appear reasonable, and the surface remains coherent despite the distortion. The downward cone distortion is the main inconsistency, but it does not introduce obvious physical contradictions beyond that artifact. Overall, physical/common-sense consistency is moderate (score 3).\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
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+ "soft_scores": {
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+ "TA": 1.6015625,
+ "MQ": 2.9375,
+ "Overall": 7.96875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic sequence: a top-down macro shot of a damp asphalt surface with a shallow puddle, a thin shimmering oil film, a central rupture spreading outward, a mist eruption, and a final tranquil scene. The actual video, however, presents a largely static, close-up view of a wet surface with a puddle and a downward cone-like distortion, lacking the described motion and color dynamics. Overall, the alignment between the prompt and the video is limited, with key elements missing or misrepresented.\n\nVisual Quality Analysis:\nThe visuals are adequate but not exceptional. Resolution and detail are acceptable, and lighting remains consistent across frames. However, there is a noticeable downward cone distortion that warps the surface geometry, reducing realism. The sequence shows little variation over time, making the video feel more like a static image than a dynamic clip. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and the video. The prompt calls for a top-down macro shot with a dynamic, evolving scene—oil film with rainbow hues, a central rupture, a mist eruption, and a final tranquil state. The video instead presents a largely static, distorted close-up with no visible mist, no color evolution, and no rupture or spreading effect. The alignment is poor (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: water behavior and reflections appear reasonable, and the surface remains coherent despite the distortion. The downward cone distortion is the main inconsistency, but it does not introduce obvious physical contradictions beyond that artifact. Overall, physical/common-sense consistency is moderate (score 3).\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 21087,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_1/index_8116_seed_21087_dp_3_rank_6_sample_2_slot_0.mp4",
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+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 7.125,
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+ "question": "static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility.",
+ "token_credit_reward": 7.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate (score 3). The frames show a top-down view of a wet asphalt surface with visible texture and reflections, but the imagery does not reach high-fidelity detail or dramatic color richness. The lighting remains soft and diffuse, consistent with an overcast setting, and there are no obvious artifacts or distortions. The sequence appears stable with minimal motion, which aligns with a static macro shot. Overall, the visuals are coherent and plausible, but they do not exhibit exceptional sharpness or vivid color dynamics.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the scene presents a top-down, static macro perspective and a damp asphalt surface, several key elements from the description are not realized. The video does not show a clearly formed shallow puddle, nor a distinct oil-film swirl, nor the dramatic color shifts or rainbow-like hues described. There is no evident surface tension break, no rupture spreading outward, and no mist eruption. The result captures a calm, rain-slick surface rather than the dynamic, colorful transformation envisioned in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene adheres to basic physical expectations: water on asphalt behaves plausibly, reflections respond realistically to lighting, and the surface remains coherent across frames. No obvious physical contradictions are present, though the absence of the described dynamic events means the depiction does not fully satisfy the imaginative physics of the prompt.\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": 2.5,
+ "TA": 1.6484375,
+ "MQ": 2.953125,
+ "Overall": 7.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate (score 3). The frames show a top-down view of a wet asphalt surface with visible texture and reflections, but the imagery does not reach high-fidelity detail or dramatic color richness. The lighting remains soft and diffuse, consistent with an overcast setting, and there are no obvious artifacts or distortions. The sequence appears stable with minimal motion, which aligns with a static macro shot. Overall, the visuals are coherent and plausible, but they do not exhibit exceptional sharpness or vivid color dynamics.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the scene presents a top-down, static macro perspective and a damp asphalt surface, several key elements from the description are not realized. The video does not show a clearly formed shallow puddle, nor a distinct oil-film swirl, nor the dramatic color shifts or rainbow-like hues described. There is no evident surface tension break, no rupture spreading outward, and no mist eruption. The result captures a calm, rain-slick surface rather than the dynamic, colorful transformation envisioned in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene adheres to basic physical expectations: water on asphalt behaves plausibly, reflections respond realistically to lighting, and the surface remains coherent across frames. No obvious physical contradictions are present, though the absence of the described dynamic events means the depiction does not fully satisfy the imaginative physics of the prompt.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility.",
+ "seed": 21088,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_1/index_8116_seed_21088_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 1.4765625,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 7.78125,
+ "avg": 7.7734375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, top-down macro shot immerses the viewer in the complex textures of the damp, dark-gray asphalt surface, shimmering in the soft, diffuse light of an overcast sky. A small, shallow puddle forms within the slight depression, coated with a thin, shimmering film of oil, its surface swirling with a mesmerizing rainbow of vibrant hues of fuchsia, electric blue, and liquid gold. Suddenly, the film's delicate surface tension quietly breaks free; a rupture begins at the center and rapidly spreads outward, causing the psychedelic colors to instantly collapse and vanish. Simultaneously, a nearly invisible, fine mist erupts upward from the rupture point, suspended for a moment in the perfectly still, post-rain air before gracefully and completely dissipating, leaving only the dark, rain-slicked pavement behind, creating an atmosphere of fleeting beauty and tranquility.",
+ "token_credit_reward": 7.78125,
+ "selected_reward": 7.78125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic sequence involving a top-down macro shot of a damp asphalt surface with a shallow puddle, a thin shimmering oil film, a central rupture spreading outward, a mist eruption, and a final tranquil scene. The actual video, however, presents a largely static, top-down view of a wet surface with a puddle and ripples, lacking the described kinetic events and color dynamics. Overall, the alignment between the prompt and the video is limited, with the core dynamic elements missing.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not exceptional. The frames show decent resolution and a top-down perspective with a shallow depth of field that keeps the puddle in focus while the background is softly blurred. Lighting appears natural and consistent, and there are no obvious distortions or artifacts. However, the sequence remains relatively static, with limited motion progression, which reduces the perceived visual impact. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a notable gap between the prompt and the video content. The prompt calls for a dynamic, color-rich sequence including a central rupture, rapid spread, a mist eruption, and a final tranquil state. The video instead shows a calm, largely static scene with ripples and minimal kinetic action, and the expected vibrant colors and dramatic transitions are absent. This results in a low alignment score (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical expectations: water behavior, reflections, and surface interactions appear plausible, and lighting remains coherent throughout. While the dynamics are understated, the fundamental physical properties are consistent, yielding a moderate level of common-sense coherence (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 1.4765625,
+ "MQ": 2.96875,
+ "Overall": 7.78125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic sequence involving a top-down macro shot of a damp asphalt surface with a shallow puddle, a thin shimmering oil film, a central rupture spreading outward, a mist eruption, and a final tranquil scene. The actual video, however, presents a largely static, top-down view of a wet surface with a puddle and ripples, lacking the described kinetic events and color dynamics. Overall, the alignment between the prompt and the video is limited, with the core dynamic elements missing.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not exceptional. The frames show decent resolution and a top-down perspective with a shallow depth of field that keeps the puddle in focus while the background is softly blurred. Lighting appears natural and consistent, and there are no obvious distortions or artifacts. However, the sequence remains relatively static, with limited motion progression, which reduces the perceived visual impact. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a notable gap between the prompt and the video content. The prompt calls for a dynamic, color-rich sequence including a central rupture, rapid spread, a mist eruption, and a final tranquil state. The video instead shows a calm, largely static scene with ripples and minimal kinetic action, and the expected vibrant colors and dramatic transitions are absent. This results in a low alignment score (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical expectations: water behavior, reflections, and surface interactions appear plausible, and lighting remains coherent throughout. While the dynamics are understated, the fundamental physical properties are consistent, yielding a moderate level of common-sense coherence (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_10/index_tensor([4607, 4607])_group_10_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_10/index_tensor([4607, 4607])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0966f95c4141ab1e391221649ed557494777c3fa
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_10/index_tensor([4607, 4607])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.",
+ "seed": 31260,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_10/index_4607_seed_31260_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 2.421875,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.25,
+ "avg": 8.28125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic wide shot from a slightly elevated angle sweeping slowly to the right across a vast expanse of poplar trees. At the far end a majestic mountain-like wall of sand advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground thousands of poplar trees with vibrant golden leaves tremble and rustle under the wind, while their weathered dark brown twisted trunks stand like a silent resolute army rooted in the sand. The scene should be dominated by gold, dark brown, and sweeping yellow sand, with a mood of despair but also inspiration from the tenacious poplar forest.\n\nVisual Quality Analysis:\nAcross the frames the visuals show moderate clarity with some softness and occasional compression artifacts. The resolution is adequate but not high, and fine details are not consistently crisp. The color palette remains warm with golds and browns, and lighting is generally stable, though there are minor inconsistencies between frames. Overall the sequence reads as acceptable but not exceptional in visual fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements such as a wide landscape, elevated perspective, and visible trees along with a desert backdrop. However key aspects of the prompt are not convincingly realized. The dramatic sand movement described as a sweeping wall of sand is not clearly depicted, and the wind-driven motion of leaves is not evident. The overall alignment is moderate, reflecting partial fulfillment of the prompt rather than full fidelity.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and coherent lighting, with no obvious physical contradictions. Some stylization or simplification may be present, but the composition remains physically plausible and internally consistent.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in fidelity to dynamic elements and in achieving higher visual sharpness.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 2.421875,
+ "MQ": 3.078125,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic wide shot from a slightly elevated angle sweeping slowly to the right across a vast expanse of poplar trees. At the far end a majestic mountain-like wall of sand advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground thousands of poplar trees with vibrant golden leaves tremble and rustle under the wind, while their weathered dark brown twisted trunks stand like a silent resolute army rooted in the sand. The scene should be dominated by gold, dark brown, and sweeping yellow sand, with a mood of despair but also inspiration from the tenacious poplar forest.\n\nVisual Quality Analysis:\nAcross the frames the visuals show moderate clarity with some softness and occasional compression artifacts. The resolution is adequate but not high, and fine details are not consistently crisp. The color palette remains warm with golds and browns, and lighting is generally stable, though there are minor inconsistencies between frames. Overall the sequence reads as acceptable but not exceptional in visual fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements such as a wide landscape, elevated perspective, and visible trees along with a desert backdrop. However key aspects of the prompt are not convincingly realized. The dramatic sand movement described as a sweeping wall of sand is not clearly depicted, and the wind-driven motion of leaves is not evident. The overall alignment is moderate, reflecting partial fulfillment of the prompt rather than full fidelity.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and coherent lighting, with no obvious physical contradictions. Some stylization or simplification may be present, but the composition remains physically plausible and internally consistent.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in fidelity to dynamic elements and in achieving higher visual sharpness.\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": 31261,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_10/index_4607_seed_31261_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 2.265625,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.125,
+ "avg": 8.125,
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+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an epic, wide shot from a slightly elevated angle sweeping slowly to the right across a vast expanse of poplar trees. At the far end, a majestic, mountain-like wall of sand advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees with vibrant golden leaves tremble and rustle under the wind, while their weathered, dark brown twisted trunks stand like a silent, resolute army rooted in the sand. The scene is dominated by gold, dark brown, and sweeping yellow sand, with a mood of despair and tenacity.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate quality. The resolution is adequate but not high, with some softness and mild blur that reduces fine detail. The color palette remains consistently warm, dominated by golds and oranges, and there is a cohesive atmospheric haze that contributes to mood. Lighting and contrast stay stable, and transitions between frames are smooth. Overall, the visuals are coherent and readable, but lack sharpness and fine-grained detail, placing them at a mid-range level rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a wide landscape, elevated perspective, and a rightward sweep across a broad scene with a prominent sky presence. However, key aspects are underrepresented or missing: the dramatic sand-wall formation and the towering, sweeping crest described in the prompt are not realized; the scene shows trees present but not the described 'thousands' nor the specific poplar identity, and the wind-driven motion of leaves is not clearly conveyed. The overall alignment is moderate, reflecting partial fulfillment of the prompt with notable gaps in the central dramatic element and precise species/number details.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: trees grounded in sand, consistent lighting, and coherent spatial arrangement. There are no obvious violations of basic physics or scale, and the environmental interaction appears believable. Some stylization or simplification may be present, but it does not undermine overall coherence, yielding a solid but not exceptional level of physical consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.75,
+ "TA": 2.265625,
+ "MQ": 3.109375,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an epic, wide shot from a slightly elevated angle sweeping slowly to the right across a vast expanse of poplar trees. At the far end, a majestic, mountain-like wall of sand advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees with vibrant golden leaves tremble and rustle under the wind, while their weathered, dark brown twisted trunks stand like a silent, resolute army rooted in the sand. The scene is dominated by gold, dark brown, and sweeping yellow sand, with a mood of despair and tenacity.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate quality. The resolution is adequate but not high, with some softness and mild blur that reduces fine detail. The color palette remains consistently warm, dominated by golds and oranges, and there is a cohesive atmospheric haze that contributes to mood. Lighting and contrast stay stable, and transitions between frames are smooth. Overall, the visuals are coherent and readable, but lack sharpness and fine-grained detail, placing them at a mid-range level rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a wide landscape, elevated perspective, and a rightward sweep across a broad scene with a prominent sky presence. However, key aspects are underrepresented or missing: the dramatic sand-wall formation and the towering, sweeping crest described in the prompt are not realized; the scene shows trees present but not the described 'thousands' nor the specific poplar identity, and the wind-driven motion of leaves is not clearly conveyed. The overall alignment is moderate, reflecting partial fulfillment of the prompt with notable gaps in the central dramatic element and precise species/number details.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: trees grounded in sand, consistent lighting, and coherent spatial arrangement. There are no obvious violations of basic physics or scale, and the environmental interaction appears believable. Some stylization or simplification may be present, but it does not undermine overall coherence, yielding a solid but not exceptional level of physical consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.",
+ "seed": 31262,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_10/index_4607_seed_31262_dp_21_rank_42_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.265625,
+ "video_score2_ta": 2.3125,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 7.5625,
+ "avg": 7.59375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.",
+ "token_credit_reward": 7.5625,
+ "selected_reward": 7.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic wide shot from a slightly elevated angle sweeping slowly to the right across a vast expanse of poplar trees. At the far end a majestic mountain-like wall of sand advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground thousands of poplar trees with vibrant golden leaves tremble and rustle under the wind, while their weathered dark brown twisted trunks stand like a silent resolute army rooted in the sand. The scene should be dominated by gold, dark brown, and sweeping yellow sand, with a mood of despair and inspiration.\n\nVisual Quality Analysis:\nAcross the frames the visuals show moderate quality issues. There is some blur and softness that reduce fine detail, but overall shapes remain identifiable. The resolution is adequate though not sharp, and there is occasional motion blur or slight instability between frames. The color palette remains consistently warm with golds and browns, and lighting stays coherent throughout. Overall the video presents a fair level of visual quality with room for improvement.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt such as a wide landscape, elevated perspective, and visible trees with a warm color cast. However key dramatic features are missing or underdeveloped. The anticipated sweeping sand wall and the dynamic interaction between wind driven leaf movement and the stationary trunks are not convincingly realized. The alignment is partial and moderate rather than strong.\n\nPhysical Consistency Analysis:\nThe scene maintains basic physical coherence. Tree placement and scale feel plausible within the landscape, and lighting remains consistent. Some stylization is present in the sand formations which appear unusually uniform, reducing realism. Overall the physical behavior is believable but not fully convincing.\n\nScoring Assessment:\nVisual quality shows moderate limitations with acceptable color and composition. Text-to-video alignment is partial capturing broad landscape cues but missing essential dramatic elements. Physical consistency is generally plausible with minor stylization affecting realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.265625,
+ "TA": 2.3125,
+ "MQ": 3.015625,
+ "Overall": 7.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic wide shot from a slightly elevated angle sweeping slowly to the right across a vast expanse of poplar trees. At the far end a majestic mountain-like wall of sand advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground thousands of poplar trees with vibrant golden leaves tremble and rustle under the wind, while their weathered dark brown twisted trunks stand like a silent resolute army rooted in the sand. The scene should be dominated by gold, dark brown, and sweeping yellow sand, with a mood of despair and inspiration.\n\nVisual Quality Analysis:\nAcross the frames the visuals show moderate quality issues. There is some blur and softness that reduce fine detail, but overall shapes remain identifiable. The resolution is adequate though not sharp, and there is occasional motion blur or slight instability between frames. The color palette remains consistently warm with golds and browns, and lighting stays coherent throughout. Overall the video presents a fair level of visual quality with room for improvement.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt such as a wide landscape, elevated perspective, and visible trees with a warm color cast. However key dramatic features are missing or underdeveloped. The anticipated sweeping sand wall and the dynamic interaction between wind driven leaf movement and the stationary trunks are not convincingly realized. The alignment is partial and moderate rather than strong.\n\nPhysical Consistency Analysis:\nThe scene maintains basic physical coherence. Tree placement and scale feel plausible within the landscape, and lighting remains consistent. Some stylization is present in the sand formations which appear unusually uniform, reducing realism. Overall the physical behavior is believable but not fully convincing.\n\nScoring Assessment:\nVisual quality shows moderate limitations with acceptable color and composition. Text-to-video alignment is partial capturing broad landscape cues but missing essential dramatic elements. Physical consistency is generally plausible with minor stylization affecting realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.",
+ "seed": 31263,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_10/index_4607_seed_31263_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 3.25,
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+ "video_score2_overall": 9.6875,
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+ "question": "An epic, wide shot, filmed from a slightly elevated angle, sweeps slowly and steadily to the right across a vast expanse of poplar trees. At the far end of the frame, a majestic, mountain-like wall of sand slowly and inexorably advances from the horizon, its crest sweeping up swirling yellow sand, nearly swallowing the entire sky and tinting it a dark, oppressive ochre. In the foreground, thousands of poplar trees, their leaves a vibrant golden hue, tremble and rustle violently under the wind, as if uttering their final wail. Yet, in stark contrast to the frenzied dance of their fragile leaves, their weathered, dark brown trunks, twisted like dragons, stand like a silent, resolute army, firmly rooted in the sand, unmoving. The dim light casts long, struggling shadows across the twisted trunks, and the scene is dominated by the colors of gold, dark brown, and the sweeping yellow sand. Despite the howling wind and the air filled with dust, the entire picture does not convey despair. Instead, through the tenacious standing of the poplar forest in the doomsday-like scene, it emanates a shocking, inspirational sense of power about life and tenacity.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic wide shot from a slightly elevated angle sweeping slowly to the right across a vast expanse of poplar trees. A distant mountain-like wall of sand advances from the horizon, with a dark, oppressive sky tinted by yellow sand. The scene features a wind-driven, turbulent atmosphere where the trees' leaves and branches move dramatically while the trunks remain grounded. The overall color palette emphasizes gold, dark brown, and yellow sand, conveying a powerful, life-defying mood despite harsh conditions.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and foliage. The color grading remains consistently warm with a cohesive golden-ochre tone, and there are no major distortions or artifacts. The sequence appears stable with minimal camera shake, though fine details are not crisply resolved. The artistic rendering leans toward stylization rather than strict photorealism, which aligns with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a wide, elevated perspective; a rightward sweep; a dense poplar forest in the foreground; a distant sand wall advancing from the horizon; a dark, oppressive sky tinted by yellow sand; and a wind-driven, turbulent atmosphere. The scene conveys the intended dramatic tension and color palette. Some nuanced aspects such as the precise motion dynamics and the exact interaction between wind, sand, and vegetation are present but not perfectly matched, resulting in minor deviations that prevent a perfect 5.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships among trees, sand, and sky, with coherent lighting and shadow behavior. However, certain interactions—such as the intensity of wind effects on leaves versus trunk stability, and the precise dynamics of sand movement—are simplified or stylized, reducing strict physical realism. Overall, the depiction remains believable within the artistic framework.\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": 3.25,
+ "MQ": 3.453125,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic wide shot from a slightly elevated angle sweeping slowly to the right across a vast expanse of poplar trees. A distant mountain-like wall of sand advances from the horizon, with a dark, oppressive sky tinted by yellow sand. The scene features a wind-driven, turbulent atmosphere where the trees' leaves and branches move dramatically while the trunks remain grounded. The overall color palette emphasizes gold, dark brown, and yellow sand, conveying a powerful, life-defying mood despite harsh conditions.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and foliage. The color grading remains consistently warm with a cohesive golden-ochre tone, and there are no major distortions or artifacts. The sequence appears stable with minimal camera shake, though fine details are not crisply resolved. The artistic rendering leans toward stylization rather than strict photorealism, which aligns with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a wide, elevated perspective; a rightward sweep; a dense poplar forest in the foreground; a distant sand wall advancing from the horizon; a dark, oppressive sky tinted by yellow sand; and a wind-driven, turbulent atmosphere. The scene conveys the intended dramatic tension and color palette. Some nuanced aspects such as the precise motion dynamics and the exact interaction between wind, sand, and vegetation are present but not perfectly matched, resulting in minor deviations that prevent a perfect 5.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships among trees, sand, and sky, with coherent lighting and shadow behavior. However, certain interactions—such as the intensity of wind effects on leaves versus trunk stability, and the precise dynamics of sand movement—are simplified or stylized, reducing strict physical realism. Overall, the depiction remains believable within the artistic framework.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_11/index_tensor([8020, 8020])_group_11_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_11/index_tensor([8020, 8020])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..401a6dafb96637f96154b94914e1260b13e457d7
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_11/index_tensor([8020, 8020])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_11/index_8020_seed_17270_dp_22_rank_44_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"an elderly Time Lord in a magnificent, soaring, domed council chamber\" with specific visual elements:\n- Soft, emotive style reminiscent of Ghibli's hand-drawn animation\n- Delicate lines and saturated colors\n- Rich, draped velvet robe of crimson with gold embroidery\n- Massive, rigid, fan-shaped collar of polished metal and dark fabric\n- Wrinkled, stern face with furrowed brows, narrowed eyes, stern lip line\n- Ringed right hand extended, pointing off-screen\n- Forward-leaning posture with authority\n- Background: curved wooden benches, stone pillars, vaulted ceiling, circular skylight with soft light and dust particles\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not outstanding. The rendering is coherent across frames, with decent clarity and consistent lighting. However, there are occasional minor artifacts and slight texture inconsistencies that prevent a higher-end impression. The result reads as competent rather than exceptional, aligning with a moderate Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt's core elements: an elderly figure in a domed chamber, wearing a crimson robe with gold accents, and a prominent fan-shaped collar. The facial expression conveys sternness, and the gesture of extending a ringed hand is present. Some stylistic choices diverge from the exact Ghibli-like aesthetic, and a few background details are simplified, resulting in a strong but not perfect alignment. Overall, alignment is good and coherent, corresponding to a high-but-not-perfect score.\n\nPhysical/Common-sense Consistency:\nCharacter proportions, clothing drape, and spatial relationships are generally plausible, with no obvious physics violations. There may be minor inconsistencies in fine-grained motion or perspective in some frames, but nothing that breaks overall coherence. This supports a moderate level of physical/common-sense consistency.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 4; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.515625,
+ "TA": 3.78125,
+ "MQ": 3.328125,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"an elderly Time Lord in a magnificent, soaring, domed council chamber\" with specific visual elements:\n- Soft, emotive style reminiscent of Ghibli's hand-drawn animation\n- Delicate lines and saturated colors\n- Rich, draped velvet robe of crimson with gold embroidery\n- Massive, rigid, fan-shaped collar of polished metal and dark fabric\n- Wrinkled, stern face with furrowed brows, narrowed eyes, stern lip line\n- Ringed right hand extended, pointing off-screen\n- Forward-leaning posture with authority\n- Background: curved wooden benches, stone pillars, vaulted ceiling, circular skylight with soft light and dust particles\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not outstanding. The rendering is coherent across frames, with decent clarity and consistent lighting. However, there are occasional minor artifacts and slight texture inconsistencies that prevent a higher-end impression. The result reads as competent rather than exceptional, aligning with a moderate Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt's core elements: an elderly figure in a domed chamber, wearing a crimson robe with gold accents, and a prominent fan-shaped collar. The facial expression conveys sternness, and the gesture of extending a ringed hand is present. Some stylistic choices diverge from the exact Ghibli-like aesthetic, and a few background details are simplified, resulting in a strong but not perfect alignment. Overall, alignment is good and coherent, corresponding to a high-but-not-perfect score.\n\nPhysical/Common-sense Consistency:\nCharacter proportions, clothing drape, and spatial relationships are generally plausible, with no obvious physics violations. There may be minor inconsistencies in fine-grained motion or perspective in some frames, but nothing that breaks overall coherence. This supports a moderate level of physical/common-sense consistency.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 4; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady medium shot captures an elderly Time Lord in a magnificent, soaring, domed council chamber. The image is captured in the soft, emotive style of Ghibli's hand-drawn animation, with delicate lines and saturated colors. The Time Lord is clad in a rich, draped velvet robe of crimson, trimmed with gold embroidery. A massive, rigid, fan-shaped collar of polished metal and dark fabric encircles his neck and rises behind his ears, framing his wrinkled, stern face. His brows are furrowed, his eyes narrowed in anger, and his lips set in a stern line, in the grip of a sharp accusation. He extends his ringed right hand, his index finger firmly and forcefully pointing at something off-screen. He leans forward slightly, his posture imbued with unquestionable authority. In the background, curved wooden benches are stacked one after another, huge stone pillars support the vaulted ceiling, and a beam of soft light pours down from the huge circular skylight in the center of the dome, illuminating the dust particles floating in the air, giving his gorgeous robe a soft glow, and casting a long, soft shadow behind him, creating a solemn and dramatic atmosphere of confrontation.",
+ "seed": 17271,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_11/index_8020_seed_17271_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
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+ "video_score2_vq": 3.453125,
+ "video_score2_ta": 3.8125,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 11.25,
+ "avg": 11.265625,
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+ "question": "steady medium shot captures an elderly Time Lord in a magnificent, soaring, domed council chamber. The image is captured in the soft, emotive style of Ghibli's hand-drawn animation, with delicate lines and saturated colors. The Time Lord is clad in a rich, draped velvet robe of crimson, trimmed with gold embroidery. A massive, rigid, fan-shaped collar of polished metal and dark fabric encircles his neck and rises behind his ears, framing his wrinkled, stern face. His brows are furrowed, his eyes narrowed in anger, and his lips set in a stern line, in the grip of a sharp accusation. He extends his ringed right hand, his index finger firmly and forcefully pointing at something off-screen. He leans forward slightly, his posture imbued with unquestionable authority. In the background, curved wooden benches are stacked one after another, huge stone pillars support the vaulted ceiling, and a beam of soft light pours down from the huge circular skylight in the center of the dome, illuminating the dust particles floating in the air, giving his gorgeous robe a soft glow, and casting a long, soft shadow behind him, creating a solemn and dramatic atmosphere of confrontation.",
+ "token_credit_reward": 11.25,
+ "selected_reward": 11.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot featuring an elderly Time Lord in a magnificent, soaring domed council chamber. The scene aims for a soft, emotive Ghibli-like hand drawn animation with delicate lines and saturated colors. The Time Lord wears a rich crimson velvet robe with gold embroidery, a massive rigid fan shaped collar of polished metal and dark fabric that encircles the neck and rises behind the ears, and a wrinkled stern face with brows furrowed, eyes narrowed in anger, and a stern lip line. He extends his ringed right hand with a forceful pointing gesture, leaning forward slightly to convey authority. The background includes curved wooden benches, stone pillars supporting the vaulted ceiling, and a beam of soft light from a circular skylight at the dome center, illuminating dust particles and casting a long shadow behind him to create a solemn dramatic atmosphere of confrontation.\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear details and consistent lighting. The character design remains coherent across shots, and the color palette is vibrant with good contrast. There are no obvious distortions or artifacts, and the overall composition reads as professional. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic storytelling. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements. The elderly Time Lord, the domed chamber, the crimson velvet robe with gold accents, the ornate collar, the stern expression, and the pointing gesture are all present. The background architecture and lighting echo the described setting, and the framing remains a steady medium shot. The main deviation is the absence of the expected emotional nuance and kinetic energy; the piece reads more as a stylized render than a fully expressive performance. Despite this, the alignment is solid and coherent, corresponding to a score of 4.\n\nPhysical Consistency (Common-sense):\nSpatial relationships, proportions, and lighting are coherent throughout. The character’s pose, clothing, and environment maintain plausible geometry and shading, with no obvious inconsistencies. The static presentation does not undermine physical plausibility, so Physical Consistency remains strong, matching 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": 3.8125,
+ "MQ": 4.0,
+ "Overall": 11.25
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot featuring an elderly Time Lord in a magnificent, soaring domed council chamber. The scene aims for a soft, emotive Ghibli-like hand drawn animation with delicate lines and saturated colors. The Time Lord wears a rich crimson velvet robe with gold embroidery, a massive rigid fan shaped collar of polished metal and dark fabric that encircles the neck and rises behind the ears, and a wrinkled stern face with brows furrowed, eyes narrowed in anger, and a stern lip line. He extends his ringed right hand with a forceful pointing gesture, leaning forward slightly to convey authority. The background includes curved wooden benches, stone pillars supporting the vaulted ceiling, and a beam of soft light from a circular skylight at the dome center, illuminating dust particles and casting a long shadow behind him to create a solemn dramatic atmosphere of confrontation.\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear details and consistent lighting. The character design remains coherent across shots, and the color palette is vibrant with good contrast. There are no obvious distortions or artifacts, and the overall composition reads as professional. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic storytelling. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements. The elderly Time Lord, the domed chamber, the crimson velvet robe with gold accents, the ornate collar, the stern expression, and the pointing gesture are all present. The background architecture and lighting echo the described setting, and the framing remains a steady medium shot. The main deviation is the absence of the expected emotional nuance and kinetic energy; the piece reads more as a stylized render than a fully expressive performance. Despite this, the alignment is solid and coherent, corresponding to a score of 4.\n\nPhysical Consistency (Common-sense):\nSpatial relationships, proportions, and lighting are coherent throughout. The character’s pose, clothing, and environment maintain plausible geometry and shading, with no obvious inconsistencies. The static presentation does not undermine physical plausibility, so Physical Consistency remains strong, matching 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": 17272,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_11/index_8020_seed_17272_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 11.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot featuring an elderly Time Lord in a magnificent, soaring domed council chamber. The scene aims for a soft, emotive style reminiscent of Ghibli's hand drawn animation, with delicate lines and saturated colors. The Time Lord wears a rich crimson robe with gold embroidery, a massive rigid fan shaped collar of polished metal and dark fabric, and a stern expression. He extends a ringed right hand with an angry gesture, leaning forward in a commanding posture. The background includes curved wooden benches, stone pillars supporting a vaulted ceiling, and a beam of soft light from a circular skylight, creating a dramatic atmosphere.\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear details and consistent lighting. The character design remains coherent across shots, and the color palette is vibrant with good contrast. There are no obvious distortions or artifacts, and the overall presentation reads as professional. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic storytelling. Overall, visual quality is strong but not perfect, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: an elderly figure in a regal setting, wearing a rich robe and a distinctive collar, with a stern demeanor and an extended hand gesture. The background architecture and the warm lighting contribute to the intended mood. Some stylistic choices diverge from the exact Ghibli hand drawn look, and certain nuanced emotional cues may be underrepresented due to the limited motion. Overall alignment is good but not flawless, corresponding to a score around 4.\n\nPhysical Consistency (Common-sense):\nProportions, clothing drape, and spatial relationships appear plausible within the scene. Lighting and shadows are coherent with the skylight source, and there are no obvious physical inconsistencies. The static framing does not introduce any logical contradictions; it simply limits narrative movement. Overall, physical consistency is solid, matching a score around 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": 3.421875,
+ "TA": 3.859375,
+ "MQ": 3.875,
+ "Overall": 11.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot featuring an elderly Time Lord in a magnificent, soaring domed council chamber. The scene aims for a soft, emotive style reminiscent of Ghibli's hand drawn animation, with delicate lines and saturated colors. The Time Lord wears a rich crimson robe with gold embroidery, a massive rigid fan shaped collar of polished metal and dark fabric, and a stern expression. He extends a ringed right hand with an angry gesture, leaning forward in a commanding posture. The background includes curved wooden benches, stone pillars supporting a vaulted ceiling, and a beam of soft light from a circular skylight, creating a dramatic atmosphere.\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear details and consistent lighting. The character design remains coherent across shots, and the color palette is vibrant with good contrast. There are no obvious distortions or artifacts, and the overall presentation reads as professional. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic storytelling. Overall, visual quality is strong but not perfect, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: an elderly figure in a regal setting, wearing a rich robe and a distinctive collar, with a stern demeanor and an extended hand gesture. The background architecture and the warm lighting contribute to the intended mood. Some stylistic choices diverge from the exact Ghibli hand drawn look, and certain nuanced emotional cues may be underrepresented due to the limited motion. Overall alignment is good but not flawless, corresponding to a score around 4.\n\nPhysical Consistency (Common-sense):\nProportions, clothing drape, and spatial relationships appear plausible within the scene. Lighting and shadows are coherent with the skylight source, and there are no obvious physical inconsistencies. The static framing does not introduce any logical contradictions; it simply limits narrative movement. Overall, physical consistency is solid, matching a score around 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "steady medium shot captures an elderly Time Lord in a magnificent, soaring, domed council chamber. The image is captured in the soft, emotive style of Ghibli's hand-drawn animation, with delicate lines and saturated colors. The Time Lord is clad in a rich, draped velvet robe of crimson, trimmed with gold embroidery. A massive, rigid, fan-shaped collar of polished metal and dark fabric encircles his neck and rises behind his ears, framing his wrinkled, stern face. His brows are furrowed, his eyes narrowed in anger, and his lips set in a stern line, in the grip of a sharp accusation. He extends his ringed right hand, his index finger firmly and forcefully pointing at something off-screen. He leans forward slightly, his posture imbued with unquestionable authority. In the background, curved wooden benches are stacked one after another, huge stone pillars support the vaulted ceiling, and a beam of soft light pours down from the huge circular skylight in the center of the dome, illuminating the dust particles floating in the air, giving his gorgeous robe a soft glow, and casting a long, soft shadow behind him, creating a solemn and dramatic atmosphere of confrontation.",
+ "seed": 17273,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_11/index_8020_seed_17273_dp_23_rank_46_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.40625,
+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.9375,
+ "video_score2_overall": 11.1875,
+ "avg": 11.203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "steady medium shot captures an elderly Time Lord in a magnificent, soaring, domed council chamber. The image is captured in the soft, emotive style of Ghibli's hand-drawn animation, with delicate lines and saturated colors. The Time Lord is clad in a rich, draped velvet robe of crimson, trimmed with gold embroidery. A massive, rigid, fan-shaped collar of polished metal and dark fabric encircles his neck and rises behind his ears, framing his wrinkled, stern face. His brows are furrowed, his eyes narrowed in anger, and his lips set in a stern line, in the grip of a sharp accusation. He extends his ringed right hand, his index finger firmly and forcefully pointing at something off-screen. He leans forward slightly, his posture imbued with unquestionable authority. In the background, curved wooden benches are stacked one after another, huge stone pillars support the vaulted ceiling, and a beam of soft light pours down from the huge circular skylight in the center of the dome, illuminating the dust particles floating in the air, giving his gorgeous robe a soft glow, and casting a long, soft shadow behind him, creating a solemn and dramatic atmosphere of confrontation.",
+ "token_credit_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 steady medium shot featuring an elderly Time Lord in a magnificent, soaring domed council chamber. The scene aims for a soft, emotive Ghibli-like hand drawn animation with delicate lines and saturated colors. The Time Lord wears a rich crimson velvet robe with gold embroidery, a massive rigid fan shaped collar of polished metal and dark fabric that encircles the neck and rises behind the ears, and a wrinkled stern face with brows furrowed, narrowed eyes, and a stern lip line. The right hand is extended with a ring and points off screen, while the character leans forward with an authoritative posture. The background includes curved wooden benches, stone pillars supporting a vaulted ceiling, and a beam of soft light from a circular skylight at the dome center, creating a solemn and dramatic atmosphere of confrontation.\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear details and cohesive lighting. The character design remains consistent across shots, and the color palette is rich and well defined. There are no obvious distortions or artifacts, and the overall composition reads as professional. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic storytelling. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements. The elderly Time Lord, the domed chamber, the rich crimson robes, the ornate collar, the stern expression, the pointing gesture, and the dramatic lighting are all present. The main deviation is the absence of the expected camera movement; the shot remains largely steady rather than delivering the described steady medium movement. This constitutes a minor misalignment, resulting in a Text-to-Video Alignment score of 4.\n\nPhysical Consistency (Common-sense):\nCharacter proportions, clothing drape, and environmental geometry maintain coherent relationships throughout. Lighting and shadows behave plausibly, and there are no evident inconsistencies in scale or interaction. The scene demonstrates strong physical realism and internal coherence, supporting a top score of 5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 5.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 5\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 5
+ },
+ "soft_scores": {
+ "VQ": 3.40625,
+ "TA": 3.859375,
+ "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 steady medium shot featuring an elderly Time Lord in a magnificent, soaring domed council chamber. The scene aims for a soft, emotive Ghibli-like hand drawn animation with delicate lines and saturated colors. The Time Lord wears a rich crimson velvet robe with gold embroidery, a massive rigid fan shaped collar of polished metal and dark fabric that encircles the neck and rises behind the ears, and a wrinkled stern face with brows furrowed, narrowed eyes, and a stern lip line. The right hand is extended with a ring and points off screen, while the character leans forward with an authoritative posture. The background includes curved wooden benches, stone pillars supporting a vaulted ceiling, and a beam of soft light from a circular skylight at the dome center, creating a solemn and dramatic atmosphere of confrontation.\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear details and cohesive lighting. The character design remains consistent across shots, and the color palette is rich and well defined. There are no obvious distortions or artifacts, and the overall composition reads as professional. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic storytelling. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements. The elderly Time Lord, the domed chamber, the rich crimson robes, the ornate collar, the stern expression, the pointing gesture, and the dramatic lighting are all present. The main deviation is the absence of the expected camera movement; the shot remains largely steady rather than delivering the described steady medium movement. This constitutes a minor misalignment, resulting in a Text-to-Video Alignment score of 4.\n\nPhysical Consistency (Common-sense):\nCharacter proportions, clothing drape, and environmental geometry maintain coherent relationships throughout. Lighting and shadows behave plausibly, and there are no evident inconsistencies in scale or interaction. The scene demonstrates strong physical realism and internal coherence, supporting a top score of 5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 5.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 5"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_12/index_tensor([7358, 7358])_group_12_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_12/index_tensor([7358, 7358])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..16d15f6a729156e0298f2600912bdc222c8d3e6b
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_12/index_tensor([7358, 7358])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.",
+ "seed": 29111,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_12/index_7358_seed_29111_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.40625,
+ "video_score2_ta": 2.59375,
+ "video_score2_mq": 3.8125,
+ "video_score2_overall": 9.8125,
+ "avg": 9.8125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.",
+ "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. 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 shot in extreme close-up from a slightly elevated angle with a static camera, featuring a circular pool of viscous, inky black ferrofluid resting on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface should show an oily, iridescent sheen with soft highlights. The scene should depict an invisible force causing the pool to erupt dramatically, with the liquid rising into a dense, chaotic forest of perfectly shaped, needle-like spikes that catch light and create sharp highlights, culminating in a tense, controlled-chaos atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high, details are clear, and color grading yields a convincing contrast between the dark ferrofluid and the white surface. Lighting remains consistent and professional, producing believable reflections and depth. There are no obvious artifacts or distortions, and the overall presentation reads as polished. However, there are minor imperfections (e.g., occasional slight softness or subtle noise in some frames) that prevent a perfect top score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—close-up framing, elevated angle, static camera, circular pool, viscous inky fluid, white surface, and bright lighting with reflective highlights. However, the central transformative moment promised by the prompt—an explosive eruption and the rapid emergence of a dense forest of needle-like spikes—is not realized. The sequence remains largely static, with only subtle surface movement and no dramatic eruption. This results in a moderate misalignment, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe observed behavior appears physically plausible within the context of ferrofluid dynamics and surface tension. The material properties and lighting are coherent, and the scene maintains internal consistency. The absence of the dramatic transformation does not introduce obvious physical contradictions; it simply reflects a mismatch with the described kinetic event. Overall, Physical/Common-sense Consistency is rated 3/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.59375,
+ "MQ": 3.8125,
+ "Overall": 9.8125
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 shot in extreme close-up from a slightly elevated angle with a static camera, featuring a circular pool of viscous, inky black ferrofluid resting on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface should show an oily, iridescent sheen with soft highlights. The scene should depict an invisible force causing the pool to erupt dramatically, with the liquid rising into a dense, chaotic forest of perfectly shaped, needle-like spikes that catch light and create sharp highlights, culminating in a tense, controlled-chaos atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high, details are clear, and color grading yields a convincing contrast between the dark ferrofluid and the white surface. Lighting remains consistent and professional, producing believable reflections and depth. There are no obvious artifacts or distortions, and the overall presentation reads as polished. However, there are minor imperfections (e.g., occasional slight softness or subtle noise in some frames) that prevent a perfect top score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—close-up framing, elevated angle, static camera, circular pool, viscous inky fluid, white surface, and bright lighting with reflective highlights. However, the central transformative moment promised by the prompt—an explosive eruption and the rapid emergence of a dense forest of needle-like spikes—is not realized. The sequence remains largely static, with only subtle surface movement and no dramatic eruption. This results in a moderate misalignment, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe observed behavior appears physically plausible within the context of ferrofluid dynamics and surface tension. The material properties and lighting are coherent, and the scene maintains internal consistency. The absence of the dramatic transformation does not introduce obvious physical contradictions; it simply reflects a mismatch with the described kinetic event. Overall, Physical/Common-sense Consistency is rated 3/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29112,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_12/index_7358_seed_29112_dp_24_rank_48_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 shot in extreme close-up from a slightly elevated angle with a static camera, featuring a circular pool of viscous, inky black ferrofluid resting on a pristine, matte white surface under bright, clinical studio lighting. The liquid’s surface is described as oily and iridescent with soft highlights, followed by an instant eruption caused by an invisible force from below, transforming the pool into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike is glossy and solid, catching light to create sharp white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure is frozen in this aggressive crystalline form, a stark and beautiful testament to unseen forces, conveying a tense and captivating atmosphere of controlled chaos.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally strong. The imagery maintains good clarity and contrast between the dark ferrofluid and the white background, with lighting that provides convincing depth and highlights. The needle-like structures are clearly resolved, and the overall rendering feels polished and professional. However, there are minor imperfections—occasional slight softness or subtle artifacting in some frames—that prevent a perfect top-tier score. Overall, Visual Quality aligns with a high-but-not-perfect rating (4).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including the extreme close-up perspective, the slightly elevated angle, the static camera, the circular pool, and the presence of the needle-like spikes with glossy surfaces and light-catching edges. However, crucial moments described in the prompt—the dramatic eruption and the rapid solidification into a crystalline structure—are not depicted in the footage. This results in partial alignment: many descriptive aspects are present, but the central transformation sequence is missing, yielding a moderate alignment level (3).\n\nPhysical/Common-sense Consistency:\nThe observed behavior—viscous liquid, surface tension, light interaction, and the formation of sharp, light-catching spikes—appears physically plausible within the context of ferrofluid dynamics. The absence of the dramatic eruption and the frozen-crystal outcome reduces narrative coherence and the perceived physical completeness of the scene, resulting in a moderate level of common-sense consistency (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": 3.140625,
+ "TA": 1.8359375,
+ "MQ": 3.5625,
+ "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 shot in extreme close-up from a slightly elevated angle with a static camera, featuring a circular pool of viscous, inky black ferrofluid resting on a pristine, matte white surface under bright, clinical studio lighting. The liquid’s surface is described as oily and iridescent with soft highlights, followed by an instant eruption caused by an invisible force from below, transforming the pool into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike is glossy and solid, catching light to create sharp white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure is frozen in this aggressive crystalline form, a stark and beautiful testament to unseen forces, conveying a tense and captivating atmosphere of controlled chaos.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally strong. The imagery maintains good clarity and contrast between the dark ferrofluid and the white background, with lighting that provides convincing depth and highlights. The needle-like structures are clearly resolved, and the overall rendering feels polished and professional. However, there are minor imperfections—occasional slight softness or subtle artifacting in some frames—that prevent a perfect top-tier score. Overall, Visual Quality aligns with a high-but-not-perfect rating (4).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including the extreme close-up perspective, the slightly elevated angle, the static camera, the circular pool, and the presence of the needle-like spikes with glossy surfaces and light-catching edges. However, crucial moments described in the prompt—the dramatic eruption and the rapid solidification into a crystalline structure—are not depicted in the footage. This results in partial alignment: many descriptive aspects are present, but the central transformation sequence is missing, yielding a moderate alignment level (3).\n\nPhysical/Common-sense Consistency:\nThe observed behavior—viscous liquid, surface tension, light interaction, and the formation of sharp, light-catching spikes—appears physically plausible within the context of ferrofluid dynamics. The absence of the dramatic eruption and the frozen-crystal outcome reduces narrative coherence and the perceived physical completeness of the scene, resulting in a moderate level of common-sense consistency (3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.",
+ "seed": 29113,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_12/index_7358_seed_29113_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.375,
+ "video_score2_ta": 1.609375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.0,
+ "avg": 8.015625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot from a slightly elevated angle with a static camera, featuring a circular pool of viscous, inky black ferrofluid resting on a pristine, matte white surface under bright, clinical studio lighting. The liquid should show an oily, iridescent sheen with soft highlights, followed by an instant eruption caused by an invisible force from below, transforming the pool into a dense, chaotic forest of perfectly shaped, needle-like spikes that catch light and form a tense, controlled-chaos atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are clean and well-lit, with a consistent white background and a clearly defined circular pool. The liquid surface exhibits an iridescent sheen and visible highlights, and the needle-like structures are discernible. However, the overall motion is limited, with frames that feel relatively static and only modest variation between them. While there are no obvious artifacts or distortions, the sequence does not convey strong dynamic evolution, resulting in a moderate level of visual quality rather than a high-fidelity depiction of the described transformation.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt (close-up framing, elevated angle, static camera, circular pool, viscous appearance, bright lighting, iridescent sheen, and the presence of needle-like structures). However, the core dramatic moment — the sudden eruption and the rapid transition to a dense forest of spikes — is not realized. The alignment is therefore partial: many descriptive aspects are present, but the central transformative sequence is missing, yielding a moderate alignment score.\n\nPhysical/Common-sense Consistency:\nThe observed behavior remains physically plausible within the context of ferrofluid dynamics and lighting; the material properties and surface interactions appear coherent. Yet the absence of the dramatic eruption and the static presentation reduce the perceived alignment with the intended physical narrative, resulting in a moderate level of common-sense consistency.\n\nOverall assessment:\nThe video demonstrates competent technical rendering with clear visuals and consistent lighting, but it does not fully realize the dramatic transformation described in the prompt. The three dimensions reflect a balanced, mid-range performance: Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 1.609375,
+ "MQ": 3.03125,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot from a slightly elevated angle with a static camera, featuring a circular pool of viscous, inky black ferrofluid resting on a pristine, matte white surface under bright, clinical studio lighting. The liquid should show an oily, iridescent sheen with soft highlights, followed by an instant eruption caused by an invisible force from below, transforming the pool into a dense, chaotic forest of perfectly shaped, needle-like spikes that catch light and form a tense, controlled-chaos atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are clean and well-lit, with a consistent white background and a clearly defined circular pool. The liquid surface exhibits an iridescent sheen and visible highlights, and the needle-like structures are discernible. However, the overall motion is limited, with frames that feel relatively static and only modest variation between them. While there are no obvious artifacts or distortions, the sequence does not convey strong dynamic evolution, resulting in a moderate level of visual quality rather than a high-fidelity depiction of the described transformation.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt (close-up framing, elevated angle, static camera, circular pool, viscous appearance, bright lighting, iridescent sheen, and the presence of needle-like structures). However, the core dramatic moment — the sudden eruption and the rapid transition to a dense forest of spikes — is not realized. The alignment is therefore partial: many descriptive aspects are present, but the central transformative sequence is missing, yielding a moderate alignment score.\n\nPhysical/Common-sense Consistency:\nThe observed behavior remains physically plausible within the context of ferrofluid dynamics and lighting; the material properties and surface interactions appear coherent. Yet the absence of the dramatic eruption and the static presentation reduce the perceived alignment with the intended physical narrative, resulting in a moderate level of common-sense consistency.\n\nOverall assessment:\nThe video demonstrates competent technical rendering with clear visuals and consistent lighting, but it does not fully realize the dramatic transformation described in the prompt. The three dimensions reflect a balanced, mid-range performance: Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.",
+ "seed": 29114,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_12/index_7358_seed_29114_dp_25_rank_50_sample_3_slot_1.mp4",
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+ "video_score2_overall": 8.375,
+ "avg": 8.390625,
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+ "question": "Shot in extreme close-up from a slightly elevated angle with a static camera, a circular pool of viscous, inky black ferrofluid rests on a pristine, matte white surface. Under bright, clinical studio lighting, the liquid's surface possesses an oily, iridescent sheen, with soft highlights gently undulating across its otherwise tranquil form. In a breathtakingly instantaneous event, an invisible magnetic force exerted from below causes the tranquil pool to violently erupt. Solidifying in a fraction of a second, the liquid plunges upward into a dense, chaotic forest of perfectly shaped, needle-like spikes. Each spike, glossy and solid in appearance, catches the directed light, creating sharp, brilliant white highlights along its razor-like edge, culminating in a menacing, pinpoint point. The entire structure, frozen in this aggressive crystalline structure, stands as a stark and beautiful testament to the unseen forces at work upon it, creating a tense and captivating atmosphere of controlled chaos.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 sequence where a circular pool of viscous, inky black ferrofluid erupts under a strong, unseen force, transforming into a chaotic forest of needle-like spikes with dynamic light interactions. The video, however, presents a static scene that diverges from these events; the core transformation and dramatic dynamics are not realized, resulting in a mismatch between description and visuals.\n\nVisual Quality Analysis:\nThe frames show a clear, well-lit depiction of a circular dark patch on a white surface with defined edges and visible internal texture. The image is sharp enough to perceive fine details, and lighting remains consistent across frames. While there are no obvious artifacts or distortions, the overall visual complexity is limited by the static nature of the content. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and the actual video. The prompt calls for a dynamic, transformative moment and a final chaotic spike forest, which are not present here. The video remains largely static, with only a faint suggestion of internal movement, and does not capture the described dramatic sequence. Alignment is therefore low (score 2).\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene appears plausible: a viscous liquid on a flat surface with gentle undulations and plausible light interaction. However, the expected dramatic physical event — a sudden, forceful eruption into a chaotic spike forest — is absent, and the sequence does not demonstrate the intended physics. This yields a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.6875,
+ "TA": 1.671875,
+ "MQ": 3.03125,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic sequence where a circular pool of viscous, inky black ferrofluid erupts under a strong, unseen force, transforming into a chaotic forest of needle-like spikes with dynamic light interactions. The video, however, presents a static scene that diverges from these events; the core transformation and dramatic dynamics are not realized, resulting in a mismatch between description and visuals.\n\nVisual Quality Analysis:\nThe frames show a clear, well-lit depiction of a circular dark patch on a white surface with defined edges and visible internal texture. The image is sharp enough to perceive fine details, and lighting remains consistent across frames. While there are no obvious artifacts or distortions, the overall visual complexity is limited by the static nature of the content. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and the actual video. The prompt calls for a dynamic, transformative moment and a final chaotic spike forest, which are not present here. The video remains largely static, with only a faint suggestion of internal movement, and does not capture the described dramatic sequence. Alignment is therefore low (score 2).\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene appears plausible: a viscous liquid on a flat surface with gentle undulations and plausible light interaction. However, the expected dramatic physical event — a sudden, forceful eruption into a chaotic spike forest — is absent, and the sequence does not demonstrate the intended physics. This yields a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_13/index_tensor([7170, 7170])_group_13_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_13/index_tensor([7170, 7170])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..15fb9c4423a7e5487bb48be318ea46e3db9a73c7
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_13/index_tensor([7170, 7170])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 29636,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_13/index_7170_seed_29636_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 10.125,
+ "avg": 10.09375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.",
+ "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 slowly retreating tracking shot featuring a white-haired elderly couple at eye level walking along a winding forest path. The man wears a beige knitted cardigan over a light blue plaid shirt, with his left arm around the woman's waist. The woman has silver hair in a bun and wears a lavender woolen shawl, leaning into the man with a serene expression. The scene is bathed in warm golden light filtering through a canopy of tall, dense maple trees, with a path carpeted by fallen leaves and a tranquil, warm atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subjects, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. Colors are warm and autumnal, lighting remains generally consistent, and transitions between frames are smooth. No major distortions or abrupt changes are evident, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the elderly couple with white hair, eye-level framing, a winding forest path, the man in a beige cardigan over a light blue plaid shirt, the woman in a lavender shawl, and the intimate, supportive interaction. The mood and setting match the described warmth and tranquility. Minor deviations exist in exact pose nuances and background density, preventing a perfect 5, but the correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions and movements appear plausible, and clothing drapes naturally. However, there are subtle inconsistencies in depth cues and interaction timing that prevent a higher score; no glaring anatomical errors, but the scene does not achieve flawless realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 4.0,
+ "MQ": 3.171875,
+ "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 slowly retreating tracking shot featuring a white-haired elderly couple at eye level walking along a winding forest path. The man wears a beige knitted cardigan over a light blue plaid shirt, with his left arm around the woman's waist. The woman has silver hair in a bun and wears a lavender woolen shawl, leaning into the man with a serene expression. The scene is bathed in warm golden light filtering through a canopy of tall, dense maple trees, with a path carpeted by fallen leaves and a tranquil, warm atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subjects, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. Colors are warm and autumnal, lighting remains generally consistent, and transitions between frames are smooth. No major distortions or abrupt changes are evident, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the elderly couple with white hair, eye-level framing, a winding forest path, the man in a beige cardigan over a light blue plaid shirt, the woman in a lavender shawl, and the intimate, supportive interaction. The mood and setting match the described warmth and tranquility. Minor deviations exist in exact pose nuances and background density, preventing a perfect 5, but the correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions and movements appear plausible, and clothing drapes naturally. However, there are subtle inconsistencies in depth cues and interaction timing that prevent a higher score; no glaring anatomical errors, but the scene does not achieve flawless realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.",
+ "seed": 29637,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_13/index_7170_seed_29637_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 4.03125,
+ "video_score2_mq": 3.296875,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.",
+ "token_credit_reward": 10.3125,
+ "selected_reward": 10.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slowly retreating tracking shot featuring a white-haired elderly couple at eye level walking along a winding forest path. The man wears a beige knitted cardigan over a light blue plaid shirt, with his left arm around the woman's waist; the woman has silver hair in a bun and wears a lavender woolen shawl, leaning into the man. The scene should convey slow, steady steps, warm golden afternoon light filtering through a canopy of tall, dense maple trees, and a tranquil, warm atmosphere of autumnal love.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. Colors are warm and autumnal, lighting remains generally consistent, and transitions between frames are smooth. No major distortions or abrupt changes are evident, though some fine details may be less sharp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the elderly couple with white hair, eye-level framing, a winding forest path, the man in a beige cardigan over a light blue plaid shirt, the woman in a lavender shawl, and the left arm around the waist. The mood of warmth and companionship is conveyed, and the sequence appears coherent with the described actions. Minor deviations exist in exact pose nuances and accessory details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions and interactions read as natural, and the environment behaves plausibly under the lighting conditions. However, there are subtle inconsistencies in depth cues, shadow directions, and some fabric behavior that prevent a higher level of realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 4.03125,
+ "MQ": 3.296875,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slowly retreating tracking shot featuring a white-haired elderly couple at eye level walking along a winding forest path. The man wears a beige knitted cardigan over a light blue plaid shirt, with his left arm around the woman's waist; the woman has silver hair in a bun and wears a lavender woolen shawl, leaning into the man. The scene should convey slow, steady steps, warm golden afternoon light filtering through a canopy of tall, dense maple trees, and a tranquil, warm atmosphere of autumnal love.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. Colors are warm and autumnal, lighting remains generally consistent, and transitions between frames are smooth. No major distortions or abrupt changes are evident, though some fine details may be less sharp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the elderly couple with white hair, eye-level framing, a winding forest path, the man in a beige cardigan over a light blue plaid shirt, the woman in a lavender shawl, and the left arm around the waist. The mood of warmth and companionship is conveyed, and the sequence appears coherent with the described actions. Minor deviations exist in exact pose nuances and accessory details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions and interactions read as natural, and the environment behaves plausibly under the lighting conditions. However, there are subtle inconsistencies in depth cues, shadow directions, and some fabric behavior that prevent a higher level of realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.",
+ "seed": 29638,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_13/index_7170_seed_29638_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.140625,
+ "video_score2_ta": 4.03125,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 10.4375,
+ "avg": 10.4375,
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+ "question_id": "videoscore2_overall",
+ "question": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.",
+ "token_credit_reward": 10.4375,
+ "selected_reward": 10.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slowly retreating tracking shot featuring a white-haired elderly couple at eye level walking along a winding forest path. The man wears a beige knitted cardigan over a light blue plaid shirt, with his left arm around the woman; the woman wears a lavender woolen shawl and leans into him. The scene is bathed in warm golden afternoon light filtering through a canopy of tall, dense maple trees, with a path carpeted by golden leaves and a tranquil, warmly lit atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, but there are occasional minor softness and slight color/contrast inconsistencies across frames. Lighting remains warm and generally consistent, and transitions between frames are smooth without major artifacts. The imagery is coherent and pleasant, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the elderly couple with white hair, eye-level framing, a winding forest path, the man in a beige cardigan over a light blue plaid shirt, the woman in a lavender shawl, and the intimate pose with the man’s arm around her waist. The scene conveys a serene mood with gentle movement and warm lighting. Minor deviations exist in some fine-grained details such as exact shade of clothing or positioning nuances, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions and interactions appear plausible, and the environment behaves consistently with real-world expectations. There are no glaring anatomical or physical implausibilities, though subtle cues such as lighting interaction with hair or fabric may show minor inconsistencies under close inspection.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.140625,
+ "TA": 4.03125,
+ "MQ": 3.265625,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slowly retreating tracking shot featuring a white-haired elderly couple at eye level walking along a winding forest path. The man wears a beige knitted cardigan over a light blue plaid shirt, with his left arm around the woman; the woman wears a lavender woolen shawl and leans into him. The scene is bathed in warm golden afternoon light filtering through a canopy of tall, dense maple trees, with a path carpeted by golden leaves and a tranquil, warmly lit atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and environment, but there are occasional minor softness and slight color/contrast inconsistencies across frames. Lighting remains warm and generally consistent, and transitions between frames are smooth without major artifacts. The imagery is coherent and pleasant, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the elderly couple with white hair, eye-level framing, a winding forest path, the man in a beige cardigan over a light blue plaid shirt, the woman in a lavender shawl, and the intimate pose with the man’s arm around her waist. The scene conveys a serene mood with gentle movement and warm lighting. Minor deviations exist in some fine-grained details such as exact shade of clothing or positioning nuances, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions and interactions appear plausible, and the environment behaves consistently with real-world expectations. There are no glaring anatomical or physical implausibilities, though subtle cues such as lighting interaction with hair or fabric may show minor inconsistencies under close inspection.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.",
+ "seed": 29639,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_13/index_7170_seed_29639_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.078125,
+ "video_score2_ta": 3.8125,
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+ "video_score2_overall": 10.1875,
+ "avg": 10.21875,
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+ "question": "slowly retreating tracking shot captures a white-haired elderly couple at eye level. They support each other as they slowly walk along a winding forest path. The elderly man, his silver hair meticulously combed and his face lined with kindly wrinkles, wears a beige knitted cardigan over a light blue plaid shirt. His left arm carefully wraps around the elderly woman's waist, providing steady support. The elderly woman, also with silver hair elegantly tied in a bun, wears a lavender woolen shawl. She leans slightly toward the elderly man, her right hand resting securely on his arm, a serene and contented smile on her face. Their steps are slow yet remarkably steady, each step perfectly coordinated. The warm golden afternoon sun penetrates the canopy of tall, dense maple trees, casting a dappled, oscillating light on the path carpeted with golden fallen leaves. The light softly outlines their hair, creating a warm halo. The entire picture is shrouded in the unique warm colors of autumn, full of tranquility, warmth and eternal love that supports each other.",
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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 retreating tracking shot featuring a white-haired elderly couple at eye level walking along a winding forest path. The man wears a beige knitted cardigan over a light blue plaid shirt, with his left arm around the woman's waist; the woman has silver hair in a bun and wears a lavender woolen shawl, leaning into the man. The scene should convey slow, steady steps, warm golden afternoon light filtering through a canopy of tall, dense maple trees, and a tranquil, warm atmosphere of autumnal love.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and surroundings, but there are occasional minor softness and slight color/contrast inconsistencies across frames. Lighting remains warm and generally consistent, and the autumn palette is present, though not exceptionally vibrant. No major distortions or artifacts are evident, and transitions between frames are smooth enough to maintain coherence, but the overall polish is not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white-haired elderly couple at eye level, walking along a forest path, with the man wearing a beige cardigan over a light blue plaid shirt and the woman in a lavender shawl. The man’s left arm around the woman’s waist and the woman’s leaning posture are clearly represented, and the mood appears calm and affectionate. Some minor deviations exist in exact pose timing and background details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions and interactions read as natural, and lighting/shadows align reasonably with the environment. There are no glaring anatomical or spatial inconsistencies, but subtle cues such as slight stiffness in arm positioning or minor perspective nuances can be observed, which prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 3.8125,
+ "MQ": 3.328125,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slowly retreating tracking shot featuring a white-haired elderly couple at eye level walking along a winding forest path. The man wears a beige knitted cardigan over a light blue plaid shirt, with his left arm around the woman's waist; the woman has silver hair in a bun and wears a lavender woolen shawl, leaning into the man. The scene should convey slow, steady steps, warm golden afternoon light filtering through a canopy of tall, dense maple trees, and a tranquil, warm atmosphere of autumnal love.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the couple and surroundings, but there are occasional minor softness and slight color/contrast inconsistencies across frames. Lighting remains warm and generally consistent, and the autumn palette is present, though not exceptionally vibrant. No major distortions or artifacts are evident, and transitions between frames are smooth enough to maintain coherence, but the overall polish is not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white-haired elderly couple at eye level, walking along a forest path, with the man wearing a beige cardigan over a light blue plaid shirt and the woman in a lavender shawl. The man’s left arm around the woman’s waist and the woman’s leaning posture are clearly represented, and the mood appears calm and affectionate. Some minor deviations exist in exact pose timing and background details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figures’ proportions and interactions read as natural, and lighting/shadows align reasonably with the environment. There are no glaring anatomical or spatial inconsistencies, but subtle cues such as slight stiffness in arm positioning or minor perspective nuances can be observed, which prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_14/index_tensor([1523, 1523])_group_14_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_14/index_tensor([1523, 1523])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..51b2a682115292fa128846ec9e96016fde706f83
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_14/index_tensor([1523, 1523])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.",
+ "seed": 7315,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_14/index_1523_seed_7315_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 3.765625,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes two enormous centipedes in a violent, writhing struggle within a nightmarish, surreal landscape. Key elements include a low-angle, medium-shot framing, extreme slow-motion presentation, a palette of warm, sickly tones, and a sense of dynamic, almost living tension. The video largely captures these elements, though some details are not fully realized in the final frames.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creatures and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture across frames. The color grading remains warm and cohesive, yet the polish is not at the highest level, resulting in a solid but not exceptional visual impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core concept—two large centipedes in a struggle within a surreal, hellish landscape with a warm, oppressive atmosphere. The low-angle framing and the depiction of segmented bodies, heads, and tentacle-like features align well with the description. Some nuanced details (e.g., exact eye configuration, precise texture of the chitin, or the exact behavior of the sap) are not perfectly matched, but the overall narrative intent and mood are faithfully conveyed.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interaction within the fantastical context, with coherent lighting and environmental effects. A few minor inconsistencies in scale or motion do not break immersion, but they prevent a perfect score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 3.765625,
+ "MQ": 2.890625,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes two enormous centipedes in a violent, writhing struggle within a nightmarish, surreal landscape. Key elements include a low-angle, medium-shot framing, extreme slow-motion presentation, a palette of warm, sickly tones, and a sense of dynamic, almost living tension. The video largely captures these elements, though some details are not fully realized in the final frames.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creatures and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture across frames. The color grading remains warm and cohesive, yet the polish is not at the highest level, resulting in a solid but not exceptional visual impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core concept—two large centipedes in a struggle within a surreal, hellish landscape with a warm, oppressive atmosphere. The low-angle framing and the depiction of segmented bodies, heads, and tentacle-like features align well with the description. Some nuanced details (e.g., exact eye configuration, precise texture of the chitin, or the exact behavior of the sap) are not perfectly matched, but the overall narrative intent and mood are faithfully conveyed.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interaction within the fantastical context, with coherent lighting and environmental effects. A few minor inconsistencies in scale or motion do not break immersion, but they prevent a perfect score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.",
+ "seed": 7316,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_14/index_1523_seed_7316_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.5625,
+ "avg": 8.578125,
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+ "question": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes two enormous centipedes in a violent, writhing struggle within a nightmarish, surreal landscape. Key elements include extreme close-up framing, slow-motion presentation, a dark, infernal setting, and a palette of warm, sickly tones. The video captures several of these aspects but does not fully realize the most extreme or fantastical details.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with a cohesive warm palette and a convincing sense of depth. However, there are occasional minor artifacts and slight softness in some regions, which prevent a higher rating. The sequence remains stable without major distortions, but it does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes two large centipedes and a nightmarish environment with a low-angle, close framing and a warm, oppressive atmosphere. However, several key prompt elements are underrepresented or missing: the extreme slow-motion effect is not clearly conveyed, the scene lacks the described dynamic, swirling motion, and the most surreal, fantastical details (e.g., explicit beady eyes, tentacles, and the dripping sap) are not convincingly depicted. The overall mood aligns with the intended theme, but the execution does not fully realize the prompt's imaginative scope.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and interaction of the centipedes appear plausible at a basic level, with coherent lighting and shading. Yet the depiction does not fully exploit the creature's potential biomechanical variety, and some expected dramatic movement is absent. The scene maintains internal coherence while not pushing toward highly imaginative or physically implausible territory.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 2.796875,
+ "MQ": 2.921875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes two enormous centipedes in a violent, writhing struggle within a nightmarish, surreal landscape. Key elements include extreme close-up framing, slow-motion presentation, a dark, infernal setting, and a palette of warm, sickly tones. The video captures several of these aspects but does not fully realize the most extreme or fantastical details.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with a cohesive warm palette and a convincing sense of depth. However, there are occasional minor artifacts and slight softness in some regions, which prevent a higher rating. The sequence remains stable without major distortions, but it does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes two large centipedes and a nightmarish environment with a low-angle, close framing and a warm, oppressive atmosphere. However, several key prompt elements are underrepresented or missing: the extreme slow-motion effect is not clearly conveyed, the scene lacks the described dynamic, swirling motion, and the most surreal, fantastical details (e.g., explicit beady eyes, tentacles, and the dripping sap) are not convincingly depicted. The overall mood aligns with the intended theme, but the execution does not fully realize the prompt's imaginative scope.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and interaction of the centipedes appear plausible at a basic level, with coherent lighting and shading. Yet the depiction does not fully exploit the creature's potential biomechanical variety, and some expected dramatic movement is absent. The scene maintains internal coherence while not pushing toward highly imaginative or physically implausible territory.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.",
+ "seed": 7317,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_14/index_1523_seed_7317_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": 3.109375,
+ "video_score2_ta": 2.6875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.",
+ "token_credit_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes two enormous centipedes in a violent, writhing struggle within a nightmarish, surreal landscape. Key elements include extreme close-up framing, a dark, infernal setting, and a palette of warm, sickly tones with dynamic, forceful movement. In practice, the video presents two large, red-headed creatures with golden legs in a relatively static pose, lacking the intense motion and dramatic lighting described. The overall mood is more cartoonish than genuinely menacing, and the scene does not fully realize the prompt's kinetic and oppressive vision.\n\nVisual Quality Analysis:\nThe visuals are serviceable but not outstanding. Resolution and clarity are adequate, with consistent lighting and color, yet the rendering reads as stylized rather than photorealistic. There are no obvious artifacts or distortions, and the creatures are clearly defined, but the overall aesthetic feels mid-range rather than high-end. The result is acceptable but not exceptional in terms of visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. Some superficial attributes match (two large creatures, reddish heads, golden legs), but crucial aspects—extreme close-up framing, the nightmarish atmosphere, the intense, dynamic struggle, and the dramatic lighting—are underrepresented. The video remains comparatively static and lacks the described visceral intensity, yielding a middle-ground alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic anatomical plausibility within its stylized framework. Proportions and joint articulation are coherent enough to avoid obvious implausibilities, though the exaggerated design introduces some deviations from real-world biology. Overall, physical consistency is acceptable but not strongly convincing.\n\nOverall assessment:\nThe video demonstrates competent technical execution and reasonable fidelity to the prompt at a surface level, but it does not deliver the intended dramatic impact or kinetic energy. The scores align with a mid-range evaluation 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": 3.109375,
+ "TA": 2.6875,
+ "MQ": 2.921875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes two enormous centipedes in a violent, writhing struggle within a nightmarish, surreal landscape. Key elements include extreme close-up framing, a dark, infernal setting, and a palette of warm, sickly tones with dynamic, forceful movement. In practice, the video presents two large, red-headed creatures with golden legs in a relatively static pose, lacking the intense motion and dramatic lighting described. The overall mood is more cartoonish than genuinely menacing, and the scene does not fully realize the prompt's kinetic and oppressive vision.\n\nVisual Quality Analysis:\nThe visuals are serviceable but not outstanding. Resolution and clarity are adequate, with consistent lighting and color, yet the rendering reads as stylized rather than photorealistic. There are no obvious artifacts or distortions, and the creatures are clearly defined, but the overall aesthetic feels mid-range rather than high-end. The result is acceptable but not exceptional in terms of visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. Some superficial attributes match (two large creatures, reddish heads, golden legs), but crucial aspects—extreme close-up framing, the nightmarish atmosphere, the intense, dynamic struggle, and the dramatic lighting—are underrepresented. The video remains comparatively static and lacks the described visceral intensity, yielding a middle-ground alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic anatomical plausibility within its stylized framework. Proportions and joint articulation are coherent enough to avoid obvious implausibilities, though the exaggerated design introduces some deviations from real-world biology. Overall, physical consistency is acceptable but not strongly convincing.\n\nOverall assessment:\nThe video demonstrates competent technical execution and reasonable fidelity to the prompt at a surface level, but it does not deliver the intended dramatic impact or kinetic energy. The scores align with a mid-range evaluation across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 7318,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_14/index_1523_seed_7318_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.84375,
+ "video_score2_ta": 2.375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.125,
+ "avg": 8.125,
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+ "question": "slightly low-angle, medium shot, filmed in extreme slow motion, slowly unfolds a nightmarish scene, rendered with the grotesque and intricate detail of a Hierophant Bosch painting. Two enormous centipedes are locked in a violent, writhing struggle, their segmented bodies swirling and unfolding with immense, deliberate force. Their heads are a demonic, blood-red chitin that exudes a faint inner malevolence, each adorned with a cluster of beady black eyes and twitching tentacles. Their countless spiky golden legs, gleaming with a metallic sheen, grapple and collide, kicking up tiny, slowly drifting dust particles. Black, sharp fangs rub together, dripping a sticky, transparent sap that hangs in the air like suspended jewels. The creatures are set against a surreal, hellish landscape of twisted, barren rock formations and broken ochre earth beneath a sickly, sulfur-yellow sky. The only light comes from a low, unseen infernal source, casting long, twisting shadows and creating a frenetic, warm palette that makes the entire picture feel like a living, breathing painting, evoking an atmosphere of pure, beautiful terror.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes two enormous centipedes in a violent, writhing struggle within a nightmarish, surreal landscape. Key elements include a low-angle, medium-shot framing; extreme slow-motion presentation; a head-to-head confrontation with demonic, blood-red chitin, multiple beady eyes, and twitching tentacles; countless spiky golden legs with metallic sheen; dynamic kicking and collision; dust particles; black fangs rubbing and dripping sap; a twisted, barren rock formation backdrop; a sickly, yellowish sky; and long, twisting shadows under infernal lighting. The overall mood is intended to be a living, breathing painting of pure, beautiful terror.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and occasional artifacts. The color palette remains warm and consistent, but fine details are not always crisp, and there are occasional minor distortions or frame-to-frame inconsistencies. Overall, the visual quality is average rather than high-end, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—two large centipedes, a nightmarish setting, and a central struggle with a reddish head and segmented bodies. However, several key prompt elements are not fully realized: the extreme slow-motion effect is not clearly conveyed, the dynamic, swirling motion is limited, and the specific features such as beady eyes, twitching tentacles, and the precise interaction of fangs and sap are not consistently depicted. The alignment is partial, reflecting a moderate level of fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships, with coherent lighting and shadow behavior. Some subtle inconsistencies appear in leg articulation and motion dynamics, which slightly undermine realism. Overall, physical consistency is acceptable but not flawless, indicating a moderate level of common-sense alignment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.84375,
+ "TA": 2.375,
+ "MQ": 2.90625,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes two enormous centipedes in a violent, writhing struggle within a nightmarish, surreal landscape. Key elements include a low-angle, medium-shot framing; extreme slow-motion presentation; a head-to-head confrontation with demonic, blood-red chitin, multiple beady eyes, and twitching tentacles; countless spiky golden legs with metallic sheen; dynamic kicking and collision; dust particles; black fangs rubbing and dripping sap; a twisted, barren rock formation backdrop; a sickly, yellowish sky; and long, twisting shadows under infernal lighting. The overall mood is intended to be a living, breathing painting of pure, beautiful terror.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and occasional artifacts. The color palette remains warm and consistent, but fine details are not always crisp, and there are occasional minor distortions or frame-to-frame inconsistencies. Overall, the visual quality is average rather than high-end, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—two large centipedes, a nightmarish setting, and a central struggle with a reddish head and segmented bodies. However, several key prompt elements are not fully realized: the extreme slow-motion effect is not clearly conveyed, the dynamic, swirling motion is limited, and the specific features such as beady eyes, twitching tentacles, and the precise interaction of fangs and sap are not consistently depicted. The alignment is partial, reflecting a moderate level of fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and spatial relationships, with coherent lighting and shadow behavior. Some subtle inconsistencies appear in leg articulation and motion dynamics, which slightly undermine realism. Overall, physical consistency is acceptable but not flawless, indicating a moderate level of common-sense alignment.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_15/index_tensor([3403, 3403])_group_15_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_15/index_tensor([3403, 3403])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..849a4cfca0d2dfd3f32ae46b6cf8be5d29c61a11
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_15/index_tensor([3403, 3403])_group_15_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 static, eye-level medium close-up of a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black cape drapes around her shoulders, and sections of her long hair are wrapped in gleaming silver foil, suggesting a chemical hair treatment. Her face, framed by the foil, features bold, matte red lipstick, with a neutral, bright salon backdrop and a sense of tense anticipation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there is very little variation across frames, giving a largely static impression. No obvious distortions or artifacts are present, yet the lack of motion reduces perceived quality. The composition remains stable and the subject is clearly visible, but the limited dynamic range keeps the overall quality at a mid level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman seated in a modern white salon chair with chrome armrests, a black cape draped around her shoulders, long hair sections wrapped in silver foil, and bold red lipstick. The neutral, bright salon setting and the eye-level framing align with the description. The main deviation is the absence of the intended dynamic progression; otherwise, the scene closely matches the textual prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible anatomy, tool usage, and spatial relationships typical of a salon setting. However, the near-static presentation across frames introduces a mild mismatch with the implied procedural progression, reducing the sense of natural movement expected in a real-world treatment sequence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.625,
+ "MQ": 3.25,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up of a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black cape drapes around her shoulders, and sections of her long hair are wrapped in gleaming silver foil, suggesting a chemical hair treatment. Her face, framed by the foil, features bold, matte red lipstick, with a neutral, bright salon backdrop and a sense of tense anticipation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there is very little variation across frames, giving a largely static impression. No obvious distortions or artifacts are present, yet the lack of motion reduces perceived quality. The composition remains stable and the subject is clearly visible, but the limited dynamic range keeps the overall quality at a mid level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman seated in a modern white salon chair with chrome armrests, a black cape draped around her shoulders, long hair sections wrapped in silver foil, and bold red lipstick. The neutral, bright salon setting and the eye-level framing align with the description. The main deviation is the absence of the intended dynamic progression; otherwise, the scene closely matches the textual prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible anatomy, tool usage, and spatial relationships typical of a salon setting. However, the near-static presentation across frames introduces a mild mismatch with the implied procedural progression, reducing the sense of natural movement expected in a real-world treatment sequence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium close-up captures a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black nylon cape drapes around her shoulders, and sections of her long hair are meticulously wrapped in gleaming silver foil, suggesting she's undergoing a chemical hair treatment. Her face, framed by the foil, is meticulously made up with a bold, matte red lipstick, contrasting sharply with the scene's neutral color palette. Her expression is one of frozen terror; her eyes are wide, her brows slightly arched, and as she gazes into the camera, her lips part in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention locked on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation.",
+ "seed": 21540,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_15/index_3403_seed_21540_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.546875,
+ "video_score2_ta": 3.890625,
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+ "video_score2_overall": 10.6875,
+ "avg": 10.671875,
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+ "question": "static, eye-level medium close-up captures a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black nylon cape drapes around her shoulders, and sections of her long hair are meticulously wrapped in gleaming silver foil, suggesting she's undergoing a chemical hair treatment. Her face, framed by the foil, is meticulously made up with a bold, matte red lipstick, contrasting sharply with the scene's neutral color palette. Her expression is one of frozen terror; her eyes are wide, her brows slightly arched, and as she gazes into the camera, her lips part in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention locked on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation.",
+ "token_credit_reward": 10.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up of a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black cape drapes around her shoulders, and sections of her long hair are wrapped in gleaming silver foil, suggesting a chemical hair treatment. Her face is framed by the foil and features bold, matte red lipstick, with a neutral, bright salon backdrop and a sense of tense anticipation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, with consistent lighting and a clean, professional look. There are no major distortions or artifacts, but the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. The background blur and lighting are appropriate, contributing to a cohesive presentation without elevating the quality beyond mid-range.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the woman, the modern white chair with chrome armrests, the black cape, the long hair wrapped in silver foil, the bold red lipstick, the neutral palette, and the bright, clinical ambiance. The framing is close to eye level and the shot remains a medium close-up. The main deviation is the absence of explicit motion or progression across frames, which slightly tempers the sense of dynamic alignment but does not undermine the core fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible anatomy, lighting, and spatial relationships, with no obvious violations of physics or common-sense expectations. The static nature of the frames does not introduce any inconsistencies, though it contributes to a sense of stillness rather than action.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 3.890625,
+ "MQ": 3.234375,
+ "Overall": 10.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up of a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black cape drapes around her shoulders, and sections of her long hair are wrapped in gleaming silver foil, suggesting a chemical hair treatment. Her face is framed by the foil and features bold, matte red lipstick, with a neutral, bright salon backdrop and a sense of tense anticipation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, with consistent lighting and a clean, professional look. There are no major distortions or artifacts, but the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. The background blur and lighting are appropriate, contributing to a cohesive presentation without elevating the quality beyond mid-range.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: the woman, the modern white chair with chrome armrests, the black cape, the long hair wrapped in silver foil, the bold red lipstick, the neutral palette, and the bright, clinical ambiance. The framing is close to eye level and the shot remains a medium close-up. The main deviation is the absence of explicit motion or progression across frames, which slightly tempers the sense of dynamic alignment but does not undermine the core fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible anatomy, lighting, and spatial relationships, with no obvious violations of physics or common-sense expectations. The static nature of the frames does not introduce any inconsistencies, though it contributes to a sense of stillness rather than action.\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": 21541,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_15/index_3403_seed_21541_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.484375,
+ "video_score2_ta": 3.953125,
+ "video_score2_mq": 3.90625,
+ "video_score2_overall": 11.375,
+ "avg": 11.34375,
+ "reward_records": [
+ {
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+ "question": "static, eye-level medium close-up captures a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black nylon cape drapes around her shoulders, and sections of her long hair are meticulously wrapped in gleaming silver foil, suggesting she's undergoing a chemical hair treatment. Her face, framed by the foil, is meticulously made up with a bold, matte red lipstick, contrasting sharply with the scene's neutral color palette. Her expression is one of frozen terror; her eyes are wide, her brows slightly arched, and as she gazes into the camera, her lips part in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention locked on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation.",
+ "token_credit_reward": 11.375,
+ "selected_reward": 11.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up of a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black cape drapes around her shoulders, and sections of her long hair are wrapped in gleaming silver foil, suggesting a chemical hair treatment. Her face, framed by the foil, features bold, matte red lipstick that contrasts with the neutral palette. Her expression is one of frozen terror, with wide eyes and slightly arched brows, as she gazes into the camera, her lips parting in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The subject remains clearly visible with good detail, and the lighting is bright and even, consistent with a professional salon environment. The background blur and depth cues support a clean, clinical feel. However, there are minor imperfections—occasional slight softness and very subtle noise in some frames—that prevent a perfect 5. Overall, the visual quality is solid and coherent across the sequence, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: the static, eye-level medium close-up, the modern white chair with chrome armrests, the black cape, the silver foil-wrapped hair sections, the bold red lipstick, and the expression of concern. The scene conveys the intended mood and context, and the composition supports the focus on the subject’s reactions. There are only minor deviations in fine-grained details (e.g., exact shade of lipstick or the precise positioning of the mirror), which keep the alignment strong but not flawless. Overall, the alignment corresponds to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene presents a plausible, coherent scenario: a woman in a salon undergoing a hair-treatment procedure, with the described props and setup. The spatial relationships, lighting, and reflections are consistent with a professional environment. While the depiction is highly coherent, there are a few small inconsistencies in micro-details (e.g., slight variation in how the foil sits on the hair) that prevent a perfect 5. 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": 3.484375,
+ "TA": 3.953125,
+ "MQ": 3.90625,
+ "Overall": 11.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up of a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black cape drapes around her shoulders, and sections of her long hair are wrapped in gleaming silver foil, suggesting a chemical hair treatment. Her face, framed by the foil, features bold, matte red lipstick that contrasts with the neutral palette. Her expression is one of frozen terror, with wide eyes and slightly arched brows, as she gazes into the camera, her lips parting in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The subject remains clearly visible with good detail, and the lighting is bright and even, consistent with a professional salon environment. The background blur and depth cues support a clean, clinical feel. However, there are minor imperfections—occasional slight softness and very subtle noise in some frames—that prevent a perfect 5. Overall, the visual quality is solid and coherent across the sequence, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: the static, eye-level medium close-up, the modern white chair with chrome armrests, the black cape, the silver foil-wrapped hair sections, the bold red lipstick, and the expression of concern. The scene conveys the intended mood and context, and the composition supports the focus on the subject’s reactions. There are only minor deviations in fine-grained details (e.g., exact shade of lipstick or the precise positioning of the mirror), which keep the alignment strong but not flawless. Overall, the alignment corresponds to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene presents a plausible, coherent scenario: a woman in a salon undergoing a hair-treatment procedure, with the described props and setup. The spatial relationships, lighting, and reflections are consistent with a professional environment. While the depiction is highly coherent, there are a few small inconsistencies in micro-details (e.g., slight variation in how the foil sits on the hair) that prevent a perfect 5. 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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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up of a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black cape drapes around her shoulders, and sections of her long hair are wrapped in gleaming silver foil, suggesting a chemical hair treatment. Her face, framed by the foil, features bold, matte red lipstick that contrasts with the neutral palette. Her expression is one of frozen terror, with wide eyes and slightly arched brows, as she gazes toward the camera, her lips parting in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The subject remains clearly visible with good detail, and the lighting is consistent and bright, matching the described professional environment. The depth of field and color grading contribute to a clean, clinical look. There are no obvious distortions or artifacts, and the sequence appears stable with minimal motion blur. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is solid but not flawless (4/5).\n\nText-to-Video Alignment Assessment:\nThe video aligns very closely with the prompt. All key elements are present: the woman, the modern white salon chair with chrome armrests, the black cape, the long hair wrapped in silver foil, the bold red lipstick, the frozen terror expression, the direct gaze, the bright even lighting, and the soft background blur. The alignment is essentially perfect across the described aspects, supporting a 5/5 rating.\n\nPhysical Consistency Assessment:\nThe scene maintains coherent physical relationships: the cape drapes naturally, the foil placement looks plausible, and the lighting/shadows are consistent with a professional setting. The subject’s posture and expression fit the context, and there are no obvious inconsistencies in anatomy or object interactions. While highly coherent, there may be very minor deviations in lighting reflections or subtle pose nuances that prevent a perfect 5/5, resulting in a strong 4/5 for Physical Consistency.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 5,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.515625,
+ "TA": 3.984375,
+ "MQ": 3.984375,
+ "Overall": 11.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up of a woman seated in a modern, white, molded-plastic salon chair with polished chrome armrests. A sleek black cape drapes around her shoulders, and sections of her long hair are wrapped in gleaming silver foil, suggesting a chemical hair treatment. Her face, framed by the foil, features bold, matte red lipstick that contrasts with the neutral palette. Her expression is one of frozen terror, with wide eyes and slightly arched brows, as she gazes toward the camera, her lips parting in a silent gasp of concern or surprise. The scene is bathed in bright, even light from professional salon fixtures overhead, eliminating harsh shadows and creating a clean, clinical feel, softly reflected in the foil. The background is softly out of focus, revealing the blurred outlines of a pristine, well-organized salon setting, complete with a large mirror and another empty station, reinforcing the professional ambiance while keeping the viewer's attention on the woman. The monotonous, bright lighting and her fragile, uncertain expression combine to create a palpable atmosphere of tense anticipation, focusing entirely on her personal reactions during the transformation\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The subject remains clearly visible with good detail, and the lighting is consistent and bright, matching the described professional environment. The depth of field and color grading contribute to a clean, clinical look. There are no obvious distortions or artifacts, and the sequence appears stable with minimal motion blur. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is solid but not flawless (4/5).\n\nText-to-Video Alignment Assessment:\nThe video aligns very closely with the prompt. All key elements are present: the woman, the modern white salon chair with chrome armrests, the black cape, the long hair wrapped in silver foil, the bold red lipstick, the frozen terror expression, the direct gaze, the bright even lighting, and the soft background blur. The alignment is essentially perfect across the described aspects, supporting a 5/5 rating.\n\nPhysical Consistency Assessment:\nThe scene maintains coherent physical relationships: the cape drapes naturally, the foil placement looks plausible, and the lighting/shadows are consistent with a professional setting. The subject’s posture and expression fit the context, and there are no obvious inconsistencies in anatomy or object interactions. While highly coherent, there may be very minor deviations in lighting reflections or subtle pose nuances that prevent a perfect 5/5, resulting in a strong 4/5 for Physical Consistency.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_2/index_tensor([9044, 9044])_group_2_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_2/index_tensor([9044, 9044])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..32a34c2841f31ec87d22b602e7c181581db368e9
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_2/index_tensor([9044, 9044])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.",
+ "seed": 15998,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_2/index_9044_seed_15998_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a long, established shot capturing a bleak autumn forest. In the center, a corpulent pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull yellow-ochre robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes convey deep fatigue, and he slumps against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray, creating few discernible shadows. He first takes a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he lets out a long, silent sigh, his shoulders slumping and his loose robes rippling. This action is filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.\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 artifacts that prevent a higher rating. The sequence remains stable with consistent lighting and color grading, and the composition stays coherent throughout. No major distortions or abrupt changes are evident, though some fine details may be less sharp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video successfully conveys the bleak autumn forest mood, the central figure as a pig-faced monk with a prominent belly, the yellow-ochre robe, the reflective head, the gnarled tree, and the withered ground. The breathing and sighing actions are present and contribute to the emotional tone. A few minor deviations exist in exact timing or emphasis of certain details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interactions, with no obvious violations of physics. However, there are subtle inconsistencies in motion timing and some interactions between the figure and the surroundings that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
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+ "TA": 3.453125,
+ "MQ": 2.90625,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a long, established shot capturing a bleak autumn forest. In the center, a corpulent pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull yellow-ochre robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes convey deep fatigue, and he slumps against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray, creating few discernible shadows. He first takes a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he lets out a long, silent sigh, his shoulders slumping and his loose robes rippling. This action is filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.\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 artifacts that prevent a higher rating. The sequence remains stable with consistent lighting and color grading, and the composition stays coherent throughout. No major distortions or abrupt changes are evident, though some fine details may be less sharp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video successfully conveys the bleak autumn forest mood, the central figure as a pig-faced monk with a prominent belly, the yellow-ochre robe, the reflective head, the gnarled tree, and the withered ground. The breathing and sighing actions are present and contribute to the emotional tone. A few minor deviations exist in exact timing or emphasis of certain details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interactions, with no obvious violations of physics. However, there are subtle inconsistencies in motion timing and some interactions between the figure and the surroundings that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 15999,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_2/index_9044_seed_15999_dp_4_rank_8_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.859375,
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+ "video_score2_overall": 10.6875,
+ "avg": 10.703125,
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+ "question": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.",
+ "token_credit_reward": 10.6875,
+ "selected_reward": 10.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 long, established shot capturing a bleak autumn forest. In the center, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes convey deep fatigue, set against a gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray, creating few discernible shadows. The sequence includes a slow, heavy breath causing the belly to swell, followed by a long, silent sigh with shoulders slumping and robes rippling, conveying an endless sense of loss and loneliness.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the imagery remains clear, with consistent lighting and color grading that support the somber mood. There are no major distortions or artifacts, and the composition stays coherent across frames. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. The rendering maintains a convincing balance between stylized design and plausible lighting, resulting in a strong but not pristine visual presentation.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The setting, character design, and mood are captured effectively, including the central placement, the pig-faced monk, the prominent belly, the yellowish robes, the reflective head, the bare trees, and the gray, overcast sky. The sequence of breathing and subtle movement is present and contributes to the intended emotional weight. While most elements are faithfully represented, there may be a few minor deviations in timing or emphasis that prevent a perfect match. Overall, alignment is strong and coherent with the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior and environmental logic. The character’s proportions, clothing drape, and interactions with the forest backdrop follow reasonable expectations, and lighting remains consistent with the setting. Some minor inconsistencies exist (e.g., slight exaggeration in belly movement or timing nuances), but they do not disrupt the overall coherence. The result is a believable, emotionally resonant moment within a consistent world.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.859375,
+ "MQ": 3.640625,
+ "Overall": 10.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a long, established shot capturing a bleak autumn forest. In the center, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes convey deep fatigue, set against a gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray, creating few discernible shadows. The sequence includes a slow, heavy breath causing the belly to swell, followed by a long, silent sigh with shoulders slumping and robes rippling, conveying an endless sense of loss and loneliness.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the imagery remains clear, with consistent lighting and color grading that support the somber mood. There are no major distortions or artifacts, and the composition stays coherent across frames. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. The rendering maintains a convincing balance between stylized design and plausible lighting, resulting in a strong but not pristine visual presentation.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The setting, character design, and mood are captured effectively, including the central placement, the pig-faced monk, the prominent belly, the yellowish robes, the reflective head, the bare trees, and the gray, overcast sky. The sequence of breathing and subtle movement is present and contributes to the intended emotional weight. While most elements are faithfully represented, there may be a few minor deviations in timing or emphasis that prevent a perfect match. Overall, alignment is strong and coherent with the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior and environmental logic. The character’s proportions, clothing drape, and interactions with the forest backdrop follow reasonable expectations, and lighting remains consistent with the setting. Some minor inconsistencies exist (e.g., slight exaggeration in belly movement or timing nuances), but they do not disrupt the overall coherence. The result is a believable, emotionally resonant moment within a consistent world.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.",
+ "seed": 16000,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_2/index_9044_seed_16000_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a long, established shot capturing a bleak autumn forest. In the center, a corpulent pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull orange-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes convey deep fatigue, set against a gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray, creating few discernible shadows. He first takes a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he lets out a long, silent sigh, his shoulders slumping and his loose robes rippling. This action is intended to convey an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations that prevent a higher rating. Some frames exhibit mild softness or minor compression artifacts, and while the rendering remains coherent, it does not reach high-end realism. The sequence appears stable with no major distortions, yet the overall polish is mid-range rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a central figure with a pig-like face, a large belly, and a robe that reads as yellowish-orange; a barren autumn setting with a prominent tree; a gloomy sky and diffused lighting; and the described breathing and sighing actions. The emotional tone of melancholy is conveyed through posture and expression. A few minor deviations exist in exact color balance and timing of subtle movements, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and interactions with the environment are generally plausible within the fantasy context, and the clothing drapes reasonably. However, there are occasional minor inconsistencies in how weight shifts during breathing or how fabric moves in the wind, which slightly reduce believability. Overall, the scene maintains coherence without major logical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.65625,
+ "MQ": 3.0625,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a long, established shot capturing a bleak autumn forest. In the center, a corpulent pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull orange-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes convey deep fatigue, set against a gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray, creating few discernible shadows. He first takes a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he lets out a long, silent sigh, his shoulders slumping and his loose robes rippling. This action is intended to convey an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations that prevent a higher rating. Some frames exhibit mild softness or minor compression artifacts, and while the rendering remains coherent, it does not reach high-end realism. The sequence appears stable with no major distortions, yet the overall polish is mid-range rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a central figure with a pig-like face, a large belly, and a robe that reads as yellowish-orange; a barren autumn setting with a prominent tree; a gloomy sky and diffused lighting; and the described breathing and sighing actions. The emotional tone of melancholy is conveyed through posture and expression. A few minor deviations exist in exact color balance and timing of subtle movements, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and interactions with the environment are generally plausible within the fantasy context, and the clothing drapes reasonably. However, there are occasional minor inconsistencies in how weight shifts during breathing or how fabric moves in the wind, which slightly reduce believability. Overall, the scene maintains coherence without major logical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.",
+ "seed": 16001,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_2/index_9044_seed_16001_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.609375,
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+ "video_score2_overall": 9.75,
+ "avg": 9.75,
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+ "question": "long, established shot captures a scene in a bleak autumn forest. In the center of the frame, a corpulent, pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes, a look of deep fatigue, slump against the gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray of light, creating few discernible shadows. He first took a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he let out a long, silent sigh, his shoulders slumping and even his loose robes rippling. This action was filled with an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.",
+ "token_credit_reward": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a long, established shot capturing a bleak autumn forest. In the center, a corpulent pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes convey deep fatigue, set against a gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray, creating few discernible shadows. He first takes a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he lets out a long, silent sigh, his shoulders slumping and his loose robes rippling. This action is intended to convey an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable CGI-like rendering cues that prevent full photorealism. The character remains clearly visible and well-defined, with stable shading and color balance across frames. There are no major distortions or artifacts, and motion appears smooth enough given the limited variation between frames. However, the stylized rendering and lack of nuanced texture reduce realism, keeping the overall quality at a mid level rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video faithfully represents the core elements: a pig-faced monk in a bleak autumn forest, wearing a dull yellowish robe, with a prominent belly and a weary expression. The setting, mood, and key details align closely with the description, and the sequence of breathing and a subtle sigh is present. Some minor deviations exist in exact timing and emphasis of certain actions, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s proportions and movements are generally plausible within the stylized CGI context, and the environmental interactions feel coherent. There are occasional slight mismatches in weight transfer during breathing or in how the robes respond to movement, which prevents perfect realism but does not break the overall believability of the scene.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.609375,
+ "MQ": 3.03125,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a long, established shot capturing a bleak autumn forest. In the center, a corpulent pig-faced monk with a protruding belly stands out. He wears a wrinkled, dull ochre-yellow robe, his shiny head reflecting a faint luster under the gloomy sky. His small eyes convey deep fatigue, set against a gnarled trunk of an ancient, leafless tree. The ground is carpeted with withered, decaying leaves, and the air is bathed in a cool gray. Soft light, diffused by the thick clouds, casts an even ray, creating few discernible shadows. He first takes a slow, heavy breath, causing his already huge chest and belly to swell even more. Then, he lets out a long, silent sigh, his shoulders slumping and his loose robes rippling. This action is intended to convey an endless sense of loss and loneliness, creating a thick atmosphere of melancholy in the quiet and bleak vista.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable CGI-like rendering cues that prevent full photorealism. The character remains clearly visible and well-defined, with stable shading and color balance across frames. There are no major distortions or artifacts, and motion appears smooth enough given the limited variation between frames. However, the stylized rendering and lack of nuanced texture reduce realism, keeping the overall quality at a mid level rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video faithfully represents the core elements: a pig-faced monk in a bleak autumn forest, wearing a dull yellowish robe, with a prominent belly and a weary expression. The setting, mood, and key details align closely with the description, and the sequence of breathing and a subtle sigh is present. Some minor deviations exist in exact timing and emphasis of certain actions, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s proportions and movements are generally plausible within the stylized CGI context, and the environmental interactions feel coherent. There are occasional slight mismatches in weight transfer during breathing or in how the robes respond to movement, which prevents perfect realism but does not break the overall believability of the scene.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_3/index_tensor([8171, 8171])_group_3_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_3/index_tensor([8171, 8171])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1cf9b8ca2d8a7f934df85759555a059a7c9fc03d
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_3/index_tensor([8171, 8171])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.",
+ "seed": 30418,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_3/index_8171_seed_30418_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 10.25,
+ "avg": 10.265625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot at eye level with a subtle handheld drift, featuring a young adult Southeast Asian male with short tousled black hair and a radiant smile. He wears a lightweight beige/cream shirt with the collar slightly open, standing in a bustling open-air market bathed in midday sunlight. He engages in a lively conversation with an off-screen vendor, leaning forward with animated hand gestures and an energetic posture. Behind him, market stalls display fresh produce in vibrant colors, with sunlight filtering through colorful fabric awnings and a warm golden glow on the skin. The scene conveys a joyful, sun-drenched atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject rendering, but there are occasional minor artifacts and slight softness in some frames. The lighting remains warm and generally consistent, though a few frames exhibit mild exposure variation. The depth of field and color grading are acceptable, contributing to a cohesive look, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely matches the described elements: the subject appears as described, the setting is a vibrant market, and the lighting and mood align with the prompt. The framing and camera movement feel appropriate, and the scene conveys the intended energy. A few small deviations exist in background details or timing of gestures, but they do not significantly detract from overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and movements are generally believable, and interactions with the environment read as plausible. However, there are occasional minor inconsistencies in lighting/shadow relationships and in how objects interact with the character, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 3.859375,
+ "MQ": 3.125,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot at eye level with a subtle handheld drift, featuring a young adult Southeast Asian male with short tousled black hair and a radiant smile. He wears a lightweight beige/cream shirt with the collar slightly open, standing in a bustling open-air market bathed in midday sunlight. He engages in a lively conversation with an off-screen vendor, leaning forward with animated hand gestures and an energetic posture. Behind him, market stalls display fresh produce in vibrant colors, with sunlight filtering through colorful fabric awnings and a warm golden glow on the skin. The scene conveys a joyful, sun-drenched atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject rendering, but there are occasional minor artifacts and slight softness in some frames. The lighting remains warm and generally consistent, though a few frames exhibit mild exposure variation. The depth of field and color grading are acceptable, contributing to a cohesive look, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely matches the described elements: the subject appears as described, the setting is a vibrant market, and the lighting and mood align with the prompt. The framing and camera movement feel appropriate, and the scene conveys the intended energy. A few small deviations exist in background details or timing of gestures, but they do not significantly detract from overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and movements are generally believable, and interactions with the environment read as plausible. However, there are occasional minor inconsistencies in lighting/shadow relationships and in how objects interact with the character, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.",
+ "seed": 30419,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_3/index_8171_seed_30419_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.84375,
+ "video_score2_mq": 3.296875,
+ "video_score2_overall": 10.3125,
+ "avg": 10.296875,
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.",
+ "token_credit_reward": 10.3125,
+ "selected_reward": 10.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot at eye level with a subtle handheld drift, featuring a young adult Southeast Asian male with short tousled black hair and a radiant smile. He wears a lightweight beige shirt with the collar slightly open, standing in a bustling open-air market under midday sun. He engages in a lively conversation with an off-screen vendor, leaning forward with animated hand gestures and a warm, inviting demeanor. The scene includes vibrant produce, colorful fabric awnings, and a lively market atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject visibility, but there are occasional soft areas and mild compression artifacts that prevent a higher rating. Lighting remains warm and consistent, and color saturation is acceptable though not exceptional. The sequence appears stable with no major distortions, yet some minor frame-to-frame inconsistencies could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a young adult male with short dark hair, a warm smile, a beige shirt, and a bustling market setting with vibrant produce and fabric awnings. The framing is close to a medium shot at eye level, and the scene conveys a lively interaction. A few nuanced details such as exact hand movements or micro-expressions may vary, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and human proportions, with natural interactions and believable lighting. However, there are minor inconsistencies in depth cues, shadow behavior, or object placement that prevent a higher score. Overall, the scene remains coherent and credible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "MQ": 3.296875,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot at eye level with a subtle handheld drift, featuring a young adult Southeast Asian male with short tousled black hair and a radiant smile. He wears a lightweight beige shirt with the collar slightly open, standing in a bustling open-air market under midday sun. He engages in a lively conversation with an off-screen vendor, leaning forward with animated hand gestures and a warm, inviting demeanor. The scene includes vibrant produce, colorful fabric awnings, and a lively market atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject visibility, but there are occasional soft areas and mild compression artifacts that prevent a higher rating. Lighting remains warm and consistent, and color saturation is acceptable though not exceptional. The sequence appears stable with no major distortions, yet some minor frame-to-frame inconsistencies could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a young adult male with short dark hair, a warm smile, a beige shirt, and a bustling market setting with vibrant produce and fabric awnings. The framing is close to a medium shot at eye level, and the scene conveys a lively interaction. A few nuanced details such as exact hand movements or micro-expressions may vary, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and human proportions, with natural interactions and believable lighting. However, there are minor inconsistencies in depth cues, shadow behavior, or object placement that prevent a higher score. Overall, the scene remains coherent and credible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 30420,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_3/index_8171_seed_30420_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "avg": 10.0,
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+ "question": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.",
+ "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 medium shot at eye level with a subtle handheld drift, featuring a young adult Southeast Asian male with short tousled black hair and a radiant smile. He wears a lightweight beige shirt with a slightly open collar, standing in a bustling open-air market bathed in midday sunlight. He engages in a lively conversation with an off-screen vendor, leaning forward with animated hand gestures and a warm demeanor. The scene includes vibrant produce, a sunlit atmosphere, and a lively market backdrop.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject visibility, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains generally natural and warm, yet some frames exhibit mild exposure variation. The sequence appears stable with no major distortions, though the overall polish is not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a young adult male with short black hair, a warm smile, a beige shirt, and a bustling market setting with vibrant produce. The framing is close to a medium shot at eye level, and the scene conveys a lively interaction. Some nuanced aspects such as the exact degree of camera drift or the intensity of the off-screen conversation are not fully verifiable from static frames, but the core prompt elements are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The subject’s proportions, clothing drape, and interactions appear plausible within the market context. Lighting and shadows align with a sunlit environment, and the spatial relationships among the person, stalls, and produce feel coherent. No obvious anatomical or physical implausibilities are detected, though minor inconsistencies could exist in motion dynamics or depth cues across frames.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.421875,
+ "TA": 3.265625,
+ "MQ": 3.3125,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot at eye level with a subtle handheld drift, featuring a young adult Southeast Asian male with short tousled black hair and a radiant smile. He wears a lightweight beige shirt with a slightly open collar, standing in a bustling open-air market bathed in midday sunlight. He engages in a lively conversation with an off-screen vendor, leaning forward with animated hand gestures and a warm demeanor. The scene includes vibrant produce, a sunlit atmosphere, and a lively market backdrop.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject visibility, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains generally natural and warm, yet some frames exhibit mild exposure variation. The sequence appears stable with no major distortions, though the overall polish is not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a young adult male with short black hair, a warm smile, a beige shirt, and a bustling market setting with vibrant produce. The framing is close to a medium shot at eye level, and the scene conveys a lively interaction. Some nuanced aspects such as the exact degree of camera drift or the intensity of the off-screen conversation are not fully verifiable from static frames, but the core prompt elements are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The subject’s proportions, clothing drape, and interactions appear plausible within the market context. Lighting and shadows align with a sunlit environment, and the spatial relationships among the person, stalls, and produce feel coherent. No obvious anatomical or physical implausibilities are detected, though minor inconsistencies could exist in motion dynamics or depth cues across frames.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.",
+ "seed": 30421,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_3/index_8171_seed_30421_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 3.125,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 9.75,
+ "avg": 9.71875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot at eye level, a subtle handheld drift that immerses the audience in the scene, captures a young, adult Southeast Asian male with short, tousled black hair and a radiant, captivating smile. He wears a lightweight, beige linen, short-sleeved shirt, the collar slightly open to reveal a simple neckline. He stands in a bustling open-air market, bathed in the contrasting light of the midday sun. He is engaged in a lively conversation with an off-screen vendor, leaning slightly forward, his posture energetic. His hands move animatedly as he speaks; one moment his palm is open in a welcoming gesture, the next his fingers dance in the air, fluidly making a point, his entire body language conveying excitement and genuine interest. Behind him, the market stalls are filled with a kaleidoscope of fresh produce—vibrant red peppers, dark green leafy vegetables, and bright yellow mangoes, piled high in woven bamboo baskets. Sunlight filters through the colorful fabric awning overhead, casting dynamic patterns of light and sharp shadows across the scene and creating a warm golden glow on his skin. There was a vibrant energy in the air, and in the background was a vivid blur of other shoppers and vendors, all of which created a joyous, sun-drenched, and truly vibrant atmosphere.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot at eye level with a subtle handheld drift, featuring a young adult Southeast Asian male with short tousled black hair and a radiant smile. He wears a lightweight beige/cream shirt with the collar slightly open. The scene is set in a bustling open-air market with vibrant produce, filtered sunlight, and a warm golden glow. The subject should be engaged in a lively conversation with an off-screen vendor, with animated hand gestures and an energetic posture. Background activity and lighting contribute to a joyful, sun-drenched atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, but there are occasional softness and minor compression artifacts that prevent a higher rating. The main subject remains identifiable, and the depth-of-field effect is present, though not perfectly consistent across shots. Lighting is generally natural and balanced, with no major distortions or abrupt changes between frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a young adult male with short black hair, wearing a light-colored shirt, smiling, in a market setting with vibrant produce and daylight ambiance. The framing is close to a medium shot at eye level, and the scene conveys a lively market atmosphere. Some nuanced aspects such as the exact degree of hand animation and the intensity of the interaction are not fully verifiable from static frames, but do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions, natural lighting, and coherent spatial relationships among the subject, market stalls, and background activity. No obvious anatomical or physical inconsistencies are detected, though minor timing or motion cues could be refined to improve realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 3.125,
+ "MQ": 3.375,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot at eye level with a subtle handheld drift, featuring a young adult Southeast Asian male with short tousled black hair and a radiant smile. He wears a lightweight beige/cream shirt with the collar slightly open. The scene is set in a bustling open-air market with vibrant produce, filtered sunlight, and a warm golden glow. The subject should be engaged in a lively conversation with an off-screen vendor, with animated hand gestures and an energetic posture. Background activity and lighting contribute to a joyful, sun-drenched atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, but there are occasional softness and minor compression artifacts that prevent a higher rating. The main subject remains identifiable, and the depth-of-field effect is present, though not perfectly consistent across shots. Lighting is generally natural and balanced, with no major distortions or abrupt changes between frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a young adult male with short black hair, wearing a light-colored shirt, smiling, in a market setting with vibrant produce and daylight ambiance. The framing is close to a medium shot at eye level, and the scene conveys a lively market atmosphere. Some nuanced aspects such as the exact degree of hand animation and the intensity of the interaction are not fully verifiable from static frames, but do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions, natural lighting, and coherent spatial relationships among the subject, market stalls, and background activity. No obvious anatomical or physical inconsistencies are detected, though minor timing or motion cues could be refined to improve realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_4/index_tensor([7340, 7340])_group_4_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_4/index_tensor([7340, 7340])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5980e8928fe2d84700f19507fb61787ff32a102
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_4/index_tensor([7340, 7340])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.",
+ "seed": 23744,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_4/index_7340_seed_23744_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
+ "frame_importance": [
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+ 0.4489019215106964
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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 nostalgic, fantasy scene featuring a vintage taxi on a wooden pier at dusk, with a large cartoon character on the side, a moving car, reflections on the water, and a dreamy atmosphere. The video largely follows this concept but does not fully realize all details.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, with a cohesive dusk palette and atmospheric lighting. However, there are noticeable issues that prevent a higher score: occasional motion blur or softness during movement, some frame-to-frame inconsistencies in the car’s position, and minor artifacts that affect perceived sharpness. The sequence remains readable and stylistically consistent, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the core elements — a vintage taxi on a wooden pier at dusk, a prominent cartoon character on the side, and reflections on the water — and conveys a nostalgic, dreamy mood. However, several nuanced aspects are underdeveloped: the motion of the car is not consistently smooth, the reflection dynamics are not always convincing, and the overall fidelity to the exact prompt details is limited. The result aligns with the intended concept but lacks stronger fidelity to specific prompt cues.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally maintains plausible spatial relationships and lighting, with coherent perspective and object placement. There are occasional inconsistencies in motion continuity and reflections that slightly undermine realism, but no major logical contradictions are evident. Overall, the scene reads as believable within its stylized, artistic approach.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 2.875,
+ "MQ": 3.03125,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nostalgic, fantasy scene featuring a vintage taxi on a wooden pier at dusk, with a large cartoon character on the side, a moving car, reflections on the water, and a dreamy atmosphere. The video largely follows this concept but does not fully realize all details.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, with a cohesive dusk palette and atmospheric lighting. However, there are noticeable issues that prevent a higher score: occasional motion blur or softness during movement, some frame-to-frame inconsistencies in the car’s position, and minor artifacts that affect perceived sharpness. The sequence remains readable and stylistically consistent, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the core elements — a vintage taxi on a wooden pier at dusk, a prominent cartoon character on the side, and reflections on the water — and conveys a nostalgic, dreamy mood. However, several nuanced aspects are underdeveloped: the motion of the car is not consistently smooth, the reflection dynamics are not always convincing, and the overall fidelity to the exact prompt details is limited. The result aligns with the intended concept but lacks stronger fidelity to specific prompt cues.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally maintains plausible spatial relationships and lighting, with coherent perspective and object placement. There are occasional inconsistencies in motion continuity and reflections that slightly undermine realism, but no major logical contradictions are evident. Overall, the scene reads as believable within its stylized, artistic approach.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.",
+ "seed": 23745,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_4/index_7340_seed_23745_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.640625,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
+ "reward_records": [
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+ "question": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nostalgic, slightly surreal scene featuring a vintage taxi with a cartoon character moving along a wooden pier at dusk, with reflections on the water and a dreamy mood. The video largely follows this concept, but several details are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and a consistent dusk palette, and the water reflections are present. However, there are noticeable issues that temper the quality: occasional motion blur on the moving car, minor distortions in the car’s geometry across frames, and some frame-to-frame inconsistencies in the car’s position relative to the pier. These factors reduce sharpness and coherence, though the atmospheric lighting remains convincing.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a vintage taxi, dusk ambiance, a wooden pier, and reflections on the water. The cartoon character on the side is visible but not always clearly defined, and the specific action of nibbling a carrot is not consistently evident. Movement direction and the gradual disappearance of the car align with the prompt, contributing to a cohesive narrative despite minor ambiguities.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally behaves plausibly: the car moves smoothly enough, reflections respond to movement, and lighting remains coherent. However, subtle geometric distortions and occasional non-rigid frame-to-frame changes introduce mild inconsistencies that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.640625,
+ "TA": 3.5,
+ "MQ": 2.96875,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nostalgic, slightly surreal scene featuring a vintage taxi with a cartoon character moving along a wooden pier at dusk, with reflections on the water and a dreamy mood. The video largely follows this concept, but several details are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and a consistent dusk palette, and the water reflections are present. However, there are noticeable issues that temper the quality: occasional motion blur on the moving car, minor distortions in the car’s geometry across frames, and some frame-to-frame inconsistencies in the car’s position relative to the pier. These factors reduce sharpness and coherence, though the atmospheric lighting remains convincing.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a vintage taxi, dusk ambiance, a wooden pier, and reflections on the water. The cartoon character on the side is visible but not always clearly defined, and the specific action of nibbling a carrot is not consistently evident. Movement direction and the gradual disappearance of the car align with the prompt, contributing to a cohesive narrative despite minor ambiguities.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally behaves plausibly: the car moves smoothly enough, reflections respond to movement, and lighting remains coherent. However, subtle geometric distortions and occasional non-rigid frame-to-frame changes introduce mild inconsistencies that prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.",
+ "seed": 23746,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_4/index_7340_seed_23746_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.046875,
+ "video_score2_ta": 3.34375,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 8.25,
+ "avg": 8.25,
+ "reward_records": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nostalgic, fantasy scene featuring a vintage taxi on a wooden pier at dusk, with a large cartoon character on the side, a moving car, reflections in the water, and a dreamy atmosphere. The video largely follows this concept but several details are not realized as strongly or consistently across the sequence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive dusk palette, but there are noticeable issues that prevent a higher rating. The car’s geometry exhibits distortions and occasional warping between frames, and the cartoon character rendering varies in clarity. Water reflections exist but do not always align with lighting or motion cues, and some frame-to-frame inconsistencies reduce perceived sharpness. The scene remains legible and stylistically coherent, yet these imperfections keep it from achieving high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements are present: a vintage taxi on a wooden pier under warm dusk lighting, a prominent cartoon character on the side, and reflections on the water. The motion of the car and the dreamy atmosphere are conveyed, and the sequence generally follows the described progression. Minor deviations include occasional mismatches in the character’s appearance and in the precise timing of movement, which do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The environment maintains plausible lighting, reflections, and spatial relationships, but the car’s shape shows distortions and occasional non-rigid behavior that challenge strict physical realism. The cartoon character remains reasonably stable, though its integration with the vehicle surface is not perfectly seamless. Overall, the scene adheres to basic common-sense expectations, but with enough inconsistencies to prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.046875,
+ "TA": 3.34375,
+ "MQ": 2.859375,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nostalgic, fantasy scene featuring a vintage taxi on a wooden pier at dusk, with a large cartoon character on the side, a moving car, reflections in the water, and a dreamy atmosphere. The video largely follows this concept but several details are not realized as strongly or consistently across the sequence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive dusk palette, but there are noticeable issues that prevent a higher rating. The car’s geometry exhibits distortions and occasional warping between frames, and the cartoon character rendering varies in clarity. Water reflections exist but do not always align with lighting or motion cues, and some frame-to-frame inconsistencies reduce perceived sharpness. The scene remains legible and stylistically coherent, yet these imperfections keep it from achieving high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements are present: a vintage taxi on a wooden pier under warm dusk lighting, a prominent cartoon character on the side, and reflections on the water. The motion of the car and the dreamy atmosphere are conveyed, and the sequence generally follows the described progression. Minor deviations include occasional mismatches in the character’s appearance and in the precise timing of movement, which do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The environment maintains plausible lighting, reflections, and spatial relationships, but the car’s shape shows distortions and occasional non-rigid behavior that challenge strict physical realism. The cartoon character remains reasonably stable, though its integration with the vehicle surface is not perfectly seamless. Overall, the scene adheres to basic common-sense expectations, but with enough inconsistencies to prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.",
+ "seed": 23747,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_4/index_7340_seed_23747_dp_9_rank_18_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.375,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.625,
+ "avg": 8.640625,
+ "reward_records": [
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+ "question": "static, long shot quietly captures this scene imbued with nostalgia and fantasy: Beneath the fading light of the Showa era, the sky is stained a warm orange and lavender. A veil of mist lingers over the old wooden pier, casting a soft sheen on the wet pavement. A vintage taxi, its sleek, retro lines, its headlights illuminating in twin beams of warm yellow light, slowly begins to move. A large, slightly faded Bugs Bunny cartoon character painted on its side, nibbling a carrot with a sly smile, imbues the otherwise realistic scene with a touch of surreal childlike charm. As the taxi slowly moves away from the camera, deeper into the pier, its reflection on the calm, mirror-like water below—a vibrant, shimmering silhouette of vibrant colors and a play of light and shadow—begins to gently ripple, shatter, and then reunite in the ripples, like a flowing, classically poetic scroll unfolding. The entire scene is immersed in a tranquil, dreamy, and slightly melancholic atmosphere.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a nostalgic, fantasy scene featuring a vintage taxi with a cartoon character on its side moving along a pier at dusk, with reflections on the water and a dreamy atmosphere. The video includes several elements that align with the prompt (the taxi, the cartoon figure, the dusk lighting, and reflections), but some aspects are not fully realized or are only partially conveyed, resulting in a moderate level of alignment overall.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional soft areas and minor artifacts that prevent a higher rating. The sequence remains coherent, with stable lighting and color grading consistent with a dusk setting, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the essential elements such as the vintage taxi, the cartoon character, and the dusk ambiance, and conveys movement. However, certain nuanced aspects of the prompt—such as the precise motion dynamics, the depth of field, and the interplay between reflections and light—are not fully realized, yielding a balanced but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, with plausible motion and environmental interactions. There are no glaring violations, but subtle inconsistencies in lighting interaction or object scale prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.375,
+ "TA": 3.359375,
+ "MQ": 2.90625,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a nostalgic, fantasy scene featuring a vintage taxi with a cartoon character on its side moving along a pier at dusk, with reflections on the water and a dreamy atmosphere. The video includes several elements that align with the prompt (the taxi, the cartoon figure, the dusk lighting, and reflections), but some aspects are not fully realized or are only partially conveyed, resulting in a moderate level of alignment overall.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional soft areas and minor artifacts that prevent a higher rating. The sequence remains coherent, with stable lighting and color grading consistent with a dusk setting, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the essential elements such as the vintage taxi, the cartoon character, and the dusk ambiance, and conveys movement. However, certain nuanced aspects of the prompt—such as the precise motion dynamics, the depth of field, and the interplay between reflections and light—are not fully realized, yielding a balanced but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, with plausible motion and environmental interactions. There are no glaring violations, but subtle inconsistencies in lighting interaction or object scale prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_5/index_tensor([94, 94])_group_5_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_5/index_tensor([94, 94])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f17de3fdea61556993de566f4db20bb9b85d4a0
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_5/index_tensor([94, 94])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 12265,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_5/index_94_seed_12265_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.75,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.875,
+ "avg": 9.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring a young woman moving through a busy airport terminal. The description includes a doll-like camera following her at eye level, a determined walk, long hair in a ponytail, a beige trench coat over a white T-shirt and dark blue jeans, white sneakers, a dark teal hardshell suitcase with four wheels, a spacious modern hall with other travelers, a blurred digital flight information board, bright morning light from floor-to-ceiling windows, long dramatic shadows, pools of warm gold on the ground, high contrast lighting, dancing dust motes, and occasional soft lens flares. The overall mood should convey hopeful anticipation and the grand scale of the journey.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur, especially in the background. The main subject remains identifiable, but fine details are not consistently crisp. Lighting is warm and cinematic, with stable exposure across shots. There are no major distortions or artifacts, and motion appears smooth; however, the overall sharpness could be improved. In sum, the visuals are acceptable but not highly detailed.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a young woman walking through what reads as a modern terminal, with a doll-like camera following at eye level, hair in a ponytail, beige coat over white top and dark jeans, white sneakers, and a dark teal hardshell suitcase with visible wheels. The environment conveys a busy, spacious setting with morning light and a sense of journey. Some nuanced details such as the exact motion dynamics and the precise interaction between the subject and the surroundings are not perfectly matched, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and human proportions, and the suitcase moves plausibly. However, there are minor inconsistencies in how the subject interacts with the floor and subtle timing of movements that prevent a higher score. Overall, the scene remains believable and coherent, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.75,
+ "TA": 3.90625,
+ "MQ": 3.1875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring a young woman moving through a busy airport terminal. The description includes a doll-like camera following her at eye level, a determined walk, long hair in a ponytail, a beige trench coat over a white T-shirt and dark blue jeans, white sneakers, a dark teal hardshell suitcase with four wheels, a spacious modern hall with other travelers, a blurred digital flight information board, bright morning light from floor-to-ceiling windows, long dramatic shadows, pools of warm gold on the ground, high contrast lighting, dancing dust motes, and occasional soft lens flares. The overall mood should convey hopeful anticipation and the grand scale of the journey.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some blur, especially in the background. The main subject remains identifiable, but fine details are not consistently crisp. Lighting is warm and cinematic, with stable exposure across shots. There are no major distortions or artifacts, and motion appears smooth; however, the overall sharpness could be improved. In sum, the visuals are acceptable but not highly detailed.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a young woman walking through what reads as a modern terminal, with a doll-like camera following at eye level, hair in a ponytail, beige coat over white top and dark jeans, white sneakers, and a dark teal hardshell suitcase with visible wheels. The environment conveys a busy, spacious setting with morning light and a sense of journey. Some nuanced details such as the exact motion dynamics and the precise interaction between the subject and the surroundings are not perfectly matched, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and human proportions, and the suitcase moves plausibly. However, there are minor inconsistencies in how the subject interacts with the floor and subtle timing of movements that prevent a higher score. Overall, the scene remains believable and coherent, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.",
+ "seed": 12266,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_5/index_94_seed_12266_dp_10_rank_20_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.875,
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+ "video_score2_overall": 9.375,
+ "avg": 9.390625,
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+ "question": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring a young woman moving through a busy airport terminal. The description includes a doll-like camera following her at eye level, a determined walk, long hair in a loose ponytail, a beige trench coat over a white T-shirt and dark blue jeans, white sneakers, a dark teal hard-shell suitcase with four wheels, a spacious modern hall with other travelers, a blurred digital flight information board, bright morning light from floor-to-ceiling windows, long dramatic shadows, pools of warm gold on the ground, high contrast lighting, dancing dust motes, and occasional soft lens flares.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable motion blur during movement, which reduces sharpness. The depth-of-field effect is present and appropriate, keeping the subject in focus while the background remains softly blurred. Lighting is generally consistent with warm, bright tones, though some frames exhibit slight exposure variation. No major distortions or artifacts are evident, and transitions between frames are smooth. The result is acceptable but not exceptional, with blur and minor exposure fluctuations preventing a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman walking through a busy airport terminal, with a doll-like camera following at eye level, a determined gait, hair in a loose ponytail, beige trench coat, white top, dark pants, white sneakers, and a dark teal hard-shell suitcase with four wheels. The environment features a spacious modern hall with other travelers, a blurred digital flight information board, and bright morning light from floor-to-ceiling windows, contributing to the cinematic mood. Minor deviations exist in exact shade of clothing and accessory details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, suitcase handling, and environmental interactions, with no obvious physics violations. However, there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher score. Overall, the scene reads as believable and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.46875,
+ "TA": 3.875,
+ "MQ": 3.046875,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring a young woman moving through a busy airport terminal. The description includes a doll-like camera following her at eye level, a determined walk, long hair in a loose ponytail, a beige trench coat over a white T-shirt and dark blue jeans, white sneakers, a dark teal hard-shell suitcase with four wheels, a spacious modern hall with other travelers, a blurred digital flight information board, bright morning light from floor-to-ceiling windows, long dramatic shadows, pools of warm gold on the ground, high contrast lighting, dancing dust motes, and occasional soft lens flares.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable motion blur during movement, which reduces sharpness. The depth-of-field effect is present and appropriate, keeping the subject in focus while the background remains softly blurred. Lighting is generally consistent with warm, bright tones, though some frames exhibit slight exposure variation. No major distortions or artifacts are evident, and transitions between frames are smooth. The result is acceptable but not exceptional, with blur and minor exposure fluctuations preventing a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman walking through a busy airport terminal, with a doll-like camera following at eye level, a determined gait, hair in a loose ponytail, beige trench coat, white top, dark pants, white sneakers, and a dark teal hard-shell suitcase with four wheels. The environment features a spacious modern hall with other travelers, a blurred digital flight information board, and bright morning light from floor-to-ceiling windows, contributing to the cinematic mood. Minor deviations exist in exact shade of clothing and accessory details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, suitcase handling, and environmental interactions, with no obvious physics violations. However, there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher score. Overall, the scene reads as believable and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.",
+ "seed": 12267,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_5/index_94_seed_12267_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 9.875,
+ "avg": 9.890625,
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+ "question": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.",
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+ "selected_reward": 9.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a full cinematic style with a doll-like camera following a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, particularly in the background and around moving elements like the suitcase. The main subject remains identifiable, but fine details are not consistently crisp. Lighting is warm and cinematic, yet the overall sharpness could be improved; there are no major distortions or artifacts beyond the softness. The sequence appears reasonably stable with smooth transitions between frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman with a ponytail, wearing a beige trench coat over a white top and dark jeans, with white sneakers, pulling a dark teal suitcase through what reads as a modern terminal. The camera follows from an eye-level perspective, and the setting includes a bright, warm environment with morning light. Some nuanced details from the prompt—such as the precise motion of hair sway and the exact interaction with the luggage—are present but not perfectly matched due to the softness. Nevertheless, the main narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: the subject moves naturally, the suitcase rolls with plausible inertia, and lighting/shadows behave coherently. However, minor inconsistencies exist: the suitcase wheels do not always show active rolling, and subtle mismatches in shadow direction or interaction with the floor can be observed. These small deviations prevent a higher score, though the overall dynamics remain believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.765625,
+ "MQ": 3.15625,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a full cinematic style with a doll-like camera following a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, particularly in the background and around moving elements like the suitcase. The main subject remains identifiable, but fine details are not consistently crisp. Lighting is warm and cinematic, yet the overall sharpness could be improved; there are no major distortions or artifacts beyond the softness. The sequence appears reasonably stable with smooth transitions between frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman with a ponytail, wearing a beige trench coat over a white top and dark jeans, with white sneakers, pulling a dark teal suitcase through what reads as a modern terminal. The camera follows from an eye-level perspective, and the setting includes a bright, warm environment with morning light. Some nuanced details from the prompt—such as the precise motion of hair sway and the exact interaction with the luggage—are present but not perfectly matched due to the softness. Nevertheless, the main narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: the subject moves naturally, the suitcase rolls with plausible inertia, and lighting/shadows behave coherently. However, minor inconsistencies exist: the suitcase wheels do not always show active rolling, and subtle mismatches in shadow direction or interaction with the floor can be observed. These small deviations prevent a higher score, though the overall dynamics remain believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.",
+ "seed": 12268,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_5/index_94_seed_12268_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.1875,
+ "avg": 10.1875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In full cinematic style, a sleek, eye-level, doll-like camera follows a young woman through a busy airport terminal. She walks with a determined stride, her long honey-blonde hair pulled back in a loose ponytail that sways with her movements. She wears a classic beige trench coat over a simple white T-shirt and dark blue jeans, with practical white sneakers on her feet. Her right hand firmly grasps the telescopic handle of a dark teal, hard-shell suitcase, its four wheels gliding effortlessly across the polished floor behind her. The spacious, modern hall is filled with the constant, fluid movement of other travelers, while a blurred digital flight information board displays abstract, shifting patterns of light and text in the background. The entire scene is bathed in bright morning light, streaming in through the vast floor-to-ceiling windows, casting long, dramatic shadows and creating pools of luminous, warm gold on the ground. This high-contrast lighting illuminates the dancing dust motes in the sunlight and occasionally creates soft, cinematic lens flares, enhancing the atmosphere of hopeful anticipation and the grand scale of the journey just begun.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring a young woman moving through a busy airport terminal. The description includes a doll-like camera following her at eye level, a determined walk, long honey-blonde hair in a loose ponytail, a beige trench coat over a white T-shirt and dark blue jeans, white sneakers, a dark teal hardshell suitcase with four wheels, a spacious modern hall with other travelers, a blurred digital flight information board, bright morning light from floor-to-ceiling windows, long dramatic shadows, pools of warm gold on the ground, high contrast lighting, dancing dust motes, and occasional soft lens flares.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some motion blur, especially during movement. The lighting remains warm and cinematic, with consistent color grading and no major distortions or artifacts. The depth of field and composition are acceptable, though sharpness could be improved. The sequence appears stable without obvious frame drops, supporting a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman walking through a busy airport terminal, with a doll-like camera following at eye level, a determined gait, long hair in a ponytail, beige trench coat over white top and dark jeans, white sneakers, a dark teal hardshell suitcase with visible wheels, and a spacious modern hall with other travelers. The lighting and atmosphere align with the described morning light and warm mood. Some finer details such as exact fabric texture or precise shade of the coat may vary, but the main narrative and visual cues match well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and human proportions, with believable interaction between the traveler and the environment. However, minor inconsistencies exist in subtle cues such as luggage handling nuances or lighting reflections that prevent a higher score. Overall, the scene remains coherent and credible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 4.0,
+ "MQ": 3.15625,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring a young woman moving through a busy airport terminal. The description includes a doll-like camera following her at eye level, a determined walk, long honey-blonde hair in a loose ponytail, a beige trench coat over a white T-shirt and dark blue jeans, white sneakers, a dark teal hardshell suitcase with four wheels, a spacious modern hall with other travelers, a blurred digital flight information board, bright morning light from floor-to-ceiling windows, long dramatic shadows, pools of warm gold on the ground, high contrast lighting, dancing dust motes, and occasional soft lens flares.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable softness and some motion blur, especially during movement. The lighting remains warm and cinematic, with consistent color grading and no major distortions or artifacts. The depth of field and composition are acceptable, though sharpness could be improved. The sequence appears stable without obvious frame drops, supporting a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman walking through a busy airport terminal, with a doll-like camera following at eye level, a determined gait, long hair in a ponytail, beige trench coat over white top and dark jeans, white sneakers, a dark teal hardshell suitcase with visible wheels, and a spacious modern hall with other travelers. The lighting and atmosphere align with the described morning light and warm mood. Some finer details such as exact fabric texture or precise shade of the coat may vary, but the main narrative and visual cues match well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and human proportions, with believable interaction between the traveler and the environment. However, minor inconsistencies exist in subtle cues such as luggage handling nuances or lighting reflections that prevent a higher score. Overall, the scene remains coherent and credible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_6/index_tensor([690, 690])_group_6_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_6/index_tensor([690, 690])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c45826c47f3d7e73214dee56f7d2545b4a85f09d
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_6/index_tensor([690, 690])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 463,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_6/index_690_seed_463_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": 3.46875,
+ "video_score2_ta": 1.6953125,
+ "video_score2_mq": 3.546875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.7109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up shot from a slightly tilted, overhead angle focuses on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies, rendered in traditional Chinese ink painting techniques, come to life. One dragonfly, positioned at the upper edge of the frame, its slender body sketched in a single stroke of ink that gradually fades from thick to light, its head dotted with rich, moist ink, lending it a spirited presence. The other, following closely behind, tilted slightly, creates a vivid sense of pursuit. Most striking are their gauzy, almost transparent wings, created with light strokes of ink or almost water. Only a few precise, powerful, and fine lines of ink outline the structure of the wing veins, perfectly conveying the visual effect of the wings' rapid vibrations. The ink smudges naturally across the rice paper, creating a captivating, irregular circle of moisture, particularly at the edge where the dragonfly's body meets the paper. The background is largely white, with only a few touches of pale cyan surrounding the dragonfly, suggesting a morning mist or the moist air of a pond. The entire painting is bathed in a soft, evenly diffused light, devoid of any distinct shadows. The dominant color palette is classic black, white, and gray, creating a tranquil and elegant atmosphere imbued with the Zen and ethereal qualities of classical Eastern aesthetics.",
+ "token_credit_reward": 8.6875,
+ "selected_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 close-up shot from a slightly tilted overhead angle focusing on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies, rendered in traditional Chinese ink painting techniques, come to life. One dragonfly should be positioned at the upper edge of the frame, with a slender body sketched in a single stroke of ink that gradually fades from thick to light, and the head dotted with rich, moist ink. The second dragonfly should follow closely behind, tilted slightly, creating a vivid sense of pursuit. The wings should be gauzy and translucent, outlined with light strokes of ink or water, with visible wing veins. There should be ink smudging effects, particularly at the edges where the dragonfly meets the paper. The background should be largely white with pale cyan touches suggesting morning mist or pond moisture. The entire scene should be bathed in soft, even diffused light with no distinct shadows. The color palette should be classic black, white, and gray, conveying tranquility and ethereal quality.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear and well-lit, with decent sharpness and consistent lighting. However, there are minor imperfections (e.g., occasional slight softness or subtle noise) that prevent a perfect top-tier score. Overall, the visual quality is solid but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is shown. The video presents realistic dragonflies over a plain white surface rather than the described ink-painted, stylized rendering on rice paper. The core artistic direction—traditional ink techniques, texture emphasis, and the specific spatial arrangement—is not realized. The result reflects a low alignment with the prompt, corresponding to a score of 2.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the insects move naturally, lighting remains coherent, and there are no obvious physics violations. This yields a moderate level of common-sense consistency, corresponding to a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.46875,
+ "TA": 1.6953125,
+ "MQ": 3.546875,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly tilted overhead angle focusing on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies, rendered in traditional Chinese ink painting techniques, come to life. One dragonfly should be positioned at the upper edge of the frame, with a slender body sketched in a single stroke of ink that gradually fades from thick to light, and the head dotted with rich, moist ink. The second dragonfly should follow closely behind, tilted slightly, creating a vivid sense of pursuit. The wings should be gauzy and translucent, outlined with light strokes of ink or water, with visible wing veins. There should be ink smudging effects, particularly at the edges where the dragonfly meets the paper. The background should be largely white with pale cyan touches suggesting morning mist or pond moisture. The entire scene should be bathed in soft, even diffused light with no distinct shadows. The color palette should be classic black, white, and gray, conveying tranquility and ethereal quality.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear and well-lit, with decent sharpness and consistent lighting. However, there are minor imperfections (e.g., occasional slight softness or subtle noise) that prevent a perfect top-tier score. Overall, the visual quality is solid but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is shown. The video presents realistic dragonflies over a plain white surface rather than the described ink-painted, stylized rendering on rice paper. The core artistic direction—traditional ink techniques, texture emphasis, and the specific spatial arrangement—is not realized. The result reflects a low alignment with the prompt, corresponding to a score of 2.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the insects move naturally, lighting remains coherent, and there are no obvious physics violations. This yields a moderate level of common-sense consistency, corresponding to a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 464,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_6/index_690_seed_464_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 2.390625,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
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+ "question": "close-up shot from a slightly tilted, overhead angle focuses on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies, rendered in traditional Chinese ink painting techniques, come to life. One dragonfly, positioned at the upper edge of the frame, its slender body sketched in a single stroke of ink that gradually fades from thick to light, its head dotted with rich, moist ink, lending it a spirited presence. The other, following closely behind, tilted slightly, creates a vivid sense of pursuit. Most striking are their gauzy, almost transparent wings, created with light strokes of ink or almost water. Only a few precise, powerful, and fine lines of ink outline the structure of the wing veins, perfectly conveying the visual effect of the wings' rapid vibrations. The ink smudges naturally across the rice paper, creating a captivating, irregular circle of moisture, particularly at the edge where the dragonfly's body meets the paper. The background is largely white, with only a few touches of pale cyan surrounding the dragonfly, suggesting a morning mist or the moist air of a pond. The entire painting is bathed in a soft, evenly diffused light, devoid of any distinct shadows. The dominant color palette is classic black, white, and gray, creating a tranquil and elegant atmosphere imbued with the Zen and ethereal qualities of classical Eastern aesthetics.",
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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 close-up shot from a slightly tilted overhead angle focusing on a sheet of slightly yellowed rice paper with a natural fiber texture. It calls for two dragonflies rendered in traditional Chinese ink painting techniques, one at the upper edge with a slender body outlined in a single stroke fading from thick to light, the head dotted with rich ink, and the other following closely in pursuit. The wings should be gauzy and translucent, outlined with light ink strokes suggesting rapid vibration. The background is white with pale cyan hints suggesting morning mist or a pond, and the scene should be bathed in soft, even light with no distinct shadows. The palette is described as classic black, white, and gray with a tranquil, ethereal mood.\n\nVisual Quality Assessment:\nThe video adopts a watercolor/ink aesthetic consistent with the prompt. The overall look is coherent and aesthetically pleasing, but the rendering remains moderately soft and not razor-sharp. The frames show decent clarity and stable composition, yet some fine details are not crisply defined due to the artistic style. The motion between frames is smooth enough to convey movement without jarring transitions. Overall, the visual quality is moderate rather than high-fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the overhead angle, the yellowed rice-paper texture, and the presence of two dragonflies rendered in ink. However, there are notable deviations: the second dragonfly does not clearly appear at the upper edge, and the wing detailing and translucency are not consistently pronounced. The background leans toward a soft blue-green palette rather than the specified white with pale cyan. While the general composition aligns with the intended aesthetic, several specific prompt details are not faithfully realized. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a coherent artistic logic within the ink-on-rice-paper framework. The dragonflies’ positions and relative scales feel reasonable, and the environmental cues (mist-like tones, soft lighting) support a believable, if stylized, scenario. Some minor inconsistencies exist in exact positioning and wing dynamics, but they do not break the overall coherence. The result is a moderate level of physical/common-sense consistency.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 2.390625,
+ "MQ": 3.0,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly tilted overhead angle focusing on a sheet of slightly yellowed rice paper with a natural fiber texture. It calls for two dragonflies rendered in traditional Chinese ink painting techniques, one at the upper edge with a slender body outlined in a single stroke fading from thick to light, the head dotted with rich ink, and the other following closely in pursuit. The wings should be gauzy and translucent, outlined with light ink strokes suggesting rapid vibration. The background is white with pale cyan hints suggesting morning mist or a pond, and the scene should be bathed in soft, even light with no distinct shadows. The palette is described as classic black, white, and gray with a tranquil, ethereal mood.\n\nVisual Quality Assessment:\nThe video adopts a watercolor/ink aesthetic consistent with the prompt. The overall look is coherent and aesthetically pleasing, but the rendering remains moderately soft and not razor-sharp. The frames show decent clarity and stable composition, yet some fine details are not crisply defined due to the artistic style. The motion between frames is smooth enough to convey movement without jarring transitions. Overall, the visual quality is moderate rather than high-fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the overhead angle, the yellowed rice-paper texture, and the presence of two dragonflies rendered in ink. However, there are notable deviations: the second dragonfly does not clearly appear at the upper edge, and the wing detailing and translucency are not consistently pronounced. The background leans toward a soft blue-green palette rather than the specified white with pale cyan. While the general composition aligns with the intended aesthetic, several specific prompt details are not faithfully realized. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a coherent artistic logic within the ink-on-rice-paper framework. The dragonflies’ positions and relative scales feel reasonable, and the environmental cues (mist-like tones, soft lighting) support a believable, if stylized, scenario. Some minor inconsistencies exist in exact positioning and wing dynamics, but they do not break the overall coherence. The result is a moderate level of physical/common-sense consistency.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 465,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_6/index_690_seed_465_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.375,
+ "video_score2_ta": 1.734375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.1875,
+ "avg": 8.1875,
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+ "question": "close-up shot from a slightly tilted, overhead angle focuses on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies, rendered in traditional Chinese ink painting techniques, come to life. One dragonfly, positioned at the upper edge of the frame, its slender body sketched in a single stroke of ink that gradually fades from thick to light, its head dotted with rich, moist ink, lending it a spirited presence. The other, following closely behind, tilted slightly, creates a vivid sense of pursuit. Most striking are their gauzy, almost transparent wings, created with light strokes of ink or almost water. Only a few precise, powerful, and fine lines of ink outline the structure of the wing veins, perfectly conveying the visual effect of the wings' rapid vibrations. The ink smudges naturally across the rice paper, creating a captivating, irregular circle of moisture, particularly at the edge where the dragonfly's body meets the paper. The background is largely white, with only a few touches of pale cyan surrounding the dragonfly, suggesting a morning mist or the moist air of a pond. The entire painting is bathed in a soft, evenly diffused light, devoid of any distinct shadows. The dominant color palette is classic black, white, and gray, creating a tranquil and elegant atmosphere imbued with the Zen and ethereal qualities of classical Eastern aesthetics.",
+ "token_credit_reward": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 close-up shot from a slightly tilted overhead angle focusing on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies rendered in traditional Chinese ink painting techniques come to life. One dragonfly positioned at the upper edge of the frame, its slender body sketched in a single stroke of ink that gradually fades from thick to light, its head dotted with rich, moist ink, lending it a spirited presence. The other, following closely behind, tilted slightly, creates a vivid sense of pursuit. Most striking are their gauzy, almost transparent wings, created with light strokes of ink or almost water. Only a few precise, powerful, and fine lines of ink outline the structure of the wing veins, perfectly conveying the visual effect of the wings rapid vibrations. The ink smudges naturally across the rice paper, creating a captivating, irregular circle of moisture, particularly at the edge where the dragonflys body meets the paper. The background is largely white, with only a few touches of pale cyan surrounding the dragonfly, suggesting a morning mist or the moist air of a pond. The entire painting is bathed in a soft, evenly diffused light, devoid of any distinct shadows. The dominant color palette is classic black, white, and gray, creating a tranquil and elegant atmosphere imbued with the Zen and ethereal qualities of classical Eastern aesthetics\n\nVisual Quality Assessment:\nAcross the frames, the visuals are clean and well-lit, with a consistent overhead perspective and a clearly visible rice-paper texture. The two dragonflies are discernible and the overall rendering is coherent. However, the sequence remains largely static with minimal motion between frames, which reduces the perceived dynamism of the scene. The result is solid but not exceptional in terms of motion and expressiveness; the visual quality is adequate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents the general setup (close-up, overhead angle, rice-paper texture, and two dragonflies). Yet key elements of the described dynamic ink painting process are not realized: there is no evident gradual fading of the stroke, no visible ink smudging, and no depiction of the wings rapid vibrations. The video captures the static result rather than the evolving artistic technique, yielding moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the dragonflies appear positioned on the paper surface with consistent lighting and a believable interaction with the substrate. The lack of motion does not introduce obvious physical inconsistencies, though it dampens the sense of a living, evolving artwork. Overall, physical consistency is acceptable but not strongly emphasized by the dynamic process implied by the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "Overall": 8.1875
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly tilted overhead angle focusing on a sheet of slightly yellowed rice paper with a natural fiber texture. Two dragonflies rendered in traditional Chinese ink painting techniques come to life. One dragonfly positioned at the upper edge of the frame, its slender body sketched in a single stroke of ink that gradually fades from thick to light, its head dotted with rich, moist ink, lending it a spirited presence. The other, following closely behind, tilted slightly, creates a vivid sense of pursuit. Most striking are their gauzy, almost transparent wings, created with light strokes of ink or almost water. Only a few precise, powerful, and fine lines of ink outline the structure of the wing veins, perfectly conveying the visual effect of the wings rapid vibrations. The ink smudges naturally across the rice paper, creating a captivating, irregular circle of moisture, particularly at the edge where the dragonflys body meets the paper. The background is largely white, with only a few touches of pale cyan surrounding the dragonfly, suggesting a morning mist or the moist air of a pond. The entire painting is bathed in a soft, evenly diffused light, devoid of any distinct shadows. The dominant color palette is classic black, white, and gray, creating a tranquil and elegant atmosphere imbued with the Zen and ethereal qualities of classical Eastern aesthetics\n\nVisual Quality Assessment:\nAcross the frames, the visuals are clean and well-lit, with a consistent overhead perspective and a clearly visible rice-paper texture. The two dragonflies are discernible and the overall rendering is coherent. However, the sequence remains largely static with minimal motion between frames, which reduces the perceived dynamism of the scene. The result is solid but not exceptional in terms of motion and expressiveness; the visual quality is adequate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents the general setup (close-up, overhead angle, rice-paper texture, and two dragonflies). Yet key elements of the described dynamic ink painting process are not realized: there is no evident gradual fading of the stroke, no visible ink smudging, and no depiction of the wings rapid vibrations. The video captures the static result rather than the evolving artistic technique, yielding moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the dragonflies appear positioned on the paper surface with consistent lighting and a believable interaction with the substrate. The lack of motion does not introduce obvious physical inconsistencies, though it dampens the sense of a living, evolving artwork. Overall, physical consistency is acceptable but not strongly emphasized by the dynamic process implied by the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
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+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_6/index_690_seed_466_dp_13_rank_26_sample_3_slot_1.mp4",
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 0,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly tilted overhead angle focusing on a sheet of slightly yellowed rice paper with a natural fiber texture. It envisions two dragonflies rendered in traditional Chinese ink painting techniques coming to life, with one dragonfly near the upper edge having a slender body outlined in a single stroke that fades from thick to light, a dotted head, and wings rendered with light, almost water-like strokes. The scene should include ink smudging, a white background with pale cyan accents, and a soft, diffused light with a black-and-white-gray palette and a tranquil, ethereal mood.\n\nVisual Quality Assessment:\nThe frames show decent clarity and consistent lighting, but the overall look reads as a digital render rather than a genuine ink wash painting. The texture is smooth and lacks the expected grain and layering of authentic rice paper. The dragonfly is clearly visible and well defined, yet the rendering does not capture the nuanced brushwork or subtle variations typical of traditional ink painting. The background remains clean and bright, with no visible artifacts, but the result feels more like a stylized illustration than a faithful emulation of the described aesthetic. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The overhead angle and the presence of a dragonfly are captured, and the color palette is broadly consistent with black, white, and gray tones. However, key elements of the prompt are missing or underdeveloped: there is only one dragonfly instead of two, the distinctive ink smudging and the described dynamic interaction between the dragonfly and the paper are not convincingly realized, and the wings lack the delicate, water-like translucency and intricate vein detail. The result reflects a moderate level of fidelity to the original description (score 3).\n\nPhysical/Common-sense Consistency:\nThe dragonfly’s motion appears plausible and the scene maintains basic physical coherence, but the overall presentation remains synthetic rather than a convincing ink wash painting. The absence of the second dragonfly, the lack of authentic texture, and the simplified wing rendering reduce the perceived realism and consistency with the intended artistic approach. Overall, physical/common-sense consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.15625,
+ "TA": 1.8828125,
+ "MQ": 3.03125,
+ "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 close-up shot from a slightly tilted overhead angle focusing on a sheet of slightly yellowed rice paper with a natural fiber texture. It envisions two dragonflies rendered in traditional Chinese ink painting techniques coming to life, with one dragonfly near the upper edge having a slender body outlined in a single stroke that fades from thick to light, a dotted head, and wings rendered with light, almost water-like strokes. The scene should include ink smudging, a white background with pale cyan accents, and a soft, diffused light with a black-and-white-gray palette and a tranquil, ethereal mood.\n\nVisual Quality Assessment:\nThe frames show decent clarity and consistent lighting, but the overall look reads as a digital render rather than a genuine ink wash painting. The texture is smooth and lacks the expected grain and layering of authentic rice paper. The dragonfly is clearly visible and well defined, yet the rendering does not capture the nuanced brushwork or subtle variations typical of traditional ink painting. The background remains clean and bright, with no visible artifacts, but the result feels more like a stylized illustration than a faithful emulation of the described aesthetic. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The overhead angle and the presence of a dragonfly are captured, and the color palette is broadly consistent with black, white, and gray tones. However, key elements of the prompt are missing or underdeveloped: there is only one dragonfly instead of two, the distinctive ink smudging and the described dynamic interaction between the dragonfly and the paper are not convincingly realized, and the wings lack the delicate, water-like translucency and intricate vein detail. The result reflects a moderate level of fidelity to the original description (score 3).\n\nPhysical/Common-sense Consistency:\nThe dragonfly’s motion appears plausible and the scene maintains basic physical coherence, but the overall presentation remains synthetic rather than a convincing ink wash painting. The absence of the second dragonfly, the lack of authentic texture, and the simplified wing rendering reduce the perceived realism and consistency with the intended artistic approach. Overall, physical/common-sense consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_7/index_tensor([4505, 4505])_group_7_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_7/index_tensor([4505, 4505])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb4aec157b24eab2f99bdb5ace12bdce0c42997d
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_7/index_tensor([4505, 4505])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.",
+ "seed": 26748,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_7/index_4505_seed_26748_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.171875,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 2.640625,
+ "video_score2_overall": 7.8125,
+ "avg": 7.828125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a muscular Dodge Challenger Demon, painted a blazing cherry red, speeds across cracked asphalt toward an abandoned airfield, with a low-angle tracking shot and a dramatic, Pixar-inspired collision that emphasizes expressive deformation and stylized effects. The video captures several core elements—vehicle identity, color, setting, and a low-angle perspective—but the full dynamic sequence and the exaggerated, cartoonish impact are not consistently realized throughout the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable clarity and detail, and lighting remains coherent across shots. However, there are occasional minor artifacts and slight inconsistencies in rendering during the impact sequence, which prevents a higher rating. The visuals are acceptable and cohesive, but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the key visual cues such as the red muscle car, the low-angle view, and the presence of a damaged concrete barrier. Yet the crucial dynamic events described in the prompt—the dramatic, Pixar-like deformation and the energetic impact effects—are not fully realized, resulting in only partial fidelity to the intended sequence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics and maintains structural coherence, but some aspects feel stylized or underdeveloped, particularly around the impact dynamics and the exaggerated deformation. No major logical contradictions are evident, though the depiction does not fully satisfy real-world physics expectations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.171875,
+ "TA": 3.015625,
+ "MQ": 2.640625,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a muscular Dodge Challenger Demon, painted a blazing cherry red, speeds across cracked asphalt toward an abandoned airfield, with a low-angle tracking shot and a dramatic, Pixar-inspired collision that emphasizes expressive deformation and stylized effects. The video captures several core elements—vehicle identity, color, setting, and a low-angle perspective—but the full dynamic sequence and the exaggerated, cartoonish impact are not consistently realized throughout the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable clarity and detail, and lighting remains coherent across shots. However, there are occasional minor artifacts and slight inconsistencies in rendering during the impact sequence, which prevents a higher rating. The visuals are acceptable and cohesive, but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the key visual cues such as the red muscle car, the low-angle view, and the presence of a damaged concrete barrier. Yet the crucial dynamic events described in the prompt—the dramatic, Pixar-like deformation and the energetic impact effects—are not fully realized, resulting in only partial fidelity to the intended sequence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics and maintains structural coherence, but some aspects feel stylized or underdeveloped, particularly around the impact dynamics and the exaggerated deformation. No major logical contradictions are evident, though the depiction does not fully satisfy real-world physics expectations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.",
+ "seed": 26749,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_7/index_4505_seed_26749_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.28125,
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+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 7.8125,
+ "avg": 7.78125,
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+ "question": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.",
+ "token_credit_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a Dodge Challenger Demon, painted a blazing cherry red, speeds across cracked asphalt toward an abandoned airfield, with a low-angle tracking shot and a dramatic, Pixar-inspired impact where the car deforms expressively against a weathered concrete wall. The final frames should show the car merged with the wall in a still, characterful pose.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, and the car remains clearly defined. There are occasional minor artifacts and slight inconsistencies in rendering, and some frames exhibit mild blur or compression effects that prevent a higher-fidelity impression. The sequence remains coherent, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a red Dodge-style muscle car, a low-angle tracking perspective, and a dramatic impact against a concrete wall with expressive deformation. The core narrative and visual cues align well with the description. Some finer details—such as explicit emphasis on the exact “Demon” identity, precise surface textures, and the exact timing of the impact—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The exaggerated, Pixar-inspired deformation is intentional and readable within the stylized context, and the sequence maintains plausible cause-and-effect relationships between the car’s motion and the wall interaction. While the deformation is stylized rather than physically accurate, it remains coherent within the video’s artistic approach and does not undermine overall comprehension.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.28125,
+ "TA": 2.703125,
+ "MQ": 2.796875,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a Dodge Challenger Demon, painted a blazing cherry red, speeds across cracked asphalt toward an abandoned airfield, with a low-angle tracking shot and a dramatic, Pixar-inspired impact where the car deforms expressively against a weathered concrete wall. The final frames should show the car merged with the wall in a still, characterful pose.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, and the car remains clearly defined. There are occasional minor artifacts and slight inconsistencies in rendering, and some frames exhibit mild blur or compression effects that prevent a higher-fidelity impression. The sequence remains coherent, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a red Dodge-style muscle car, a low-angle tracking perspective, and a dramatic impact against a concrete wall with expressive deformation. The core narrative and visual cues align well with the description. Some finer details—such as explicit emphasis on the exact “Demon” identity, precise surface textures, and the exact timing of the impact—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The exaggerated, Pixar-inspired deformation is intentional and readable within the stylized context, and the sequence maintains plausible cause-and-effect relationships between the car’s motion and the wall interaction. While the deformation is stylized rather than physically accurate, it remains coherent within the video’s artistic approach and does not undermine overall comprehension.\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": 26750,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_7/index_4505_seed_26750_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 7.4375,
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+ "question": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.",
+ "token_credit_reward": 7.4375,
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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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a Dodge Challenger Demon, painted a blazing cherry red, speeds across cracked asphalt toward an abandoned airfield, with a low-angle tracking shot and a dramatic, Pixar-inspired impact where the car deforms expressively against a weathered concrete wall. The final frames should show the car merged with the wall in a still, characterful pose.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, with the red car clearly distinguishable. There are occasional motion blur and minor compression artifacts that slightly reduce sharpness, and some background textures appear less detailed. Lighting remains generally consistent, and there are no major distortions or color shifts. The sequence reads as coherent, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the key elements—an identifiable red Dodge, a low-angle tracking feel, and a visible impact with a weathered wall—yet several specifics are underrepresented or ambiguous. The car’s aggressive styling cues and the exact impact dynamics are not consistently emphasized, and the overall depiction leans toward a stylized rendering rather than strict photorealism. The final frames do not always convincingly convey a complete merge with the wall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible automotive motion and impact logic, with believable deformation and interaction with the wall. However, some aspects are stylized or simplified, and certain material responses and timing are not perfectly aligned with real-world physics, resulting in a balanced but not flawless portrayal.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.265625,
+ "TA": 2.453125,
+ "MQ": 2.703125,
+ "Overall": 7.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a Dodge Challenger Demon, painted a blazing cherry red, speeds across cracked asphalt toward an abandoned airfield, with a low-angle tracking shot and a dramatic, Pixar-inspired impact where the car deforms expressively against a weathered concrete wall. The final frames should show the car merged with the wall in a still, characterful pose.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, with the red car clearly distinguishable. There are occasional motion blur and minor compression artifacts that slightly reduce sharpness, and some background textures appear less detailed. Lighting remains generally consistent, and there are no major distortions or color shifts. The sequence reads as coherent, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the key elements—an identifiable red Dodge, a low-angle tracking feel, and a visible impact with a weathered wall—yet several specifics are underrepresented or ambiguous. The car’s aggressive styling cues and the exact impact dynamics are not consistently emphasized, and the overall depiction leans toward a stylized rendering rather than strict photorealism. The final frames do not always convincingly convey a complete merge with the wall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible automotive motion and impact logic, with believable deformation and interaction with the wall. However, some aspects are stylized or simplified, and certain material responses and timing are not perfectly aligned with real-world physics, resulting in a balanced but not flawless portrayal.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.",
+ "seed": 26751,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_7/index_4505_seed_26751_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.0,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 7.875,
+ "avg": 7.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a seamless single shot, followed closely by a low-angle tracking shot, a muscular Dodge Challenger Demon, painted a blazing cherry red, hurtles at breakneck speed across the cracked asphalt of an abandoned airfield. The bright afternoon sun carves sharp highlights across its broad, aggressive body, with two parallel black racing stripes running from the hood to the rear standing out prominently. The camera moves smoothly as the vehicle speeds along, a massive, weathered concrete wall rapidly approaching ahead, its rough, gritty texture clearly visible in the light. At the moment of impact, the video's physics engine fully switches to the exaggerated expressionism of Disney Pixar animation: the vehicle's front bumper doesn't realistically shatter, but rather compresses inward in an elastic, accordion-like motion; the hood arches upward in a dramatic, cartoonish wave, and the fenders flare comically like startled cheeks. The entire car body deforms expressively at the point of impact, sinking deeply into the concrete wall like soft clay, perfectly embodying an inelastic collision. The rear end even briefly tilts upward due to inertia, its wheels spinning helplessly in the air. With a dull, cartoonish thud, the windshield shatters into countless gleaming, stylized geometric fragments, rather than dangerous, shards of glass. Simultaneously, a cloud of comically stylized smoke and a shower of brightly colored, exaggeratedly sized bolts and springs explode from the impact site. The entire process is imbued with high-energy visual impact and a strange, playful sense of destruction. The final scene freezes as the severely \"squashed\" and deformed yet character-filled car merges with the wall, frozen in a state of stillness.",
+ "token_credit_reward": 7.875,
+ "selected_reward": 7.875,
+ "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 a sequence where a Dodge Challenger Demon, painted a blazing cherry red, speeds across cracked asphalt on an abandoned airfield, with a low-angle tracking shot and a dramatic impact against a massive concrete wall. The intended physics include an exaggerated, Disney-Pixar–inspired deformation during impact, including a front-bumper collapse, hood warp, and a rear tilt, culminating in a frozen, squashed state.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the car and environment, with consistent lighting and color saturation. There are no major distortions or artifacts, and transitions between frames are smooth. However, the rendering remains somewhat stylized and not fully photorealistic, which keeps the quality from reaching higher levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a red Dodge Challenger, a low-angle tracking shot, a weathered concrete backdrop, and a dramatic impact with expressive deformation. The core narrative and sequence align well with the description. Some finer details—such as exact stripe placement and the precise timing of the impact—are present but not perfectly matched, leaving minor deviations that prevent a perfect score.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The exaggerated deformation follows the intended stylized logic, but certain aspects diverge from strict real-world physics (e.g., the degree of compression and the timing of deformations). The result is coherent within the animation’s internal rules while not aiming for strict 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": 2.0,
+ "TA": 3.109375,
+ "MQ": 2.734375,
+ "Overall": 7.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a Dodge Challenger Demon, painted a blazing cherry red, speeds across cracked asphalt on an abandoned airfield, with a low-angle tracking shot and a dramatic impact against a massive concrete wall. The intended physics include an exaggerated, Disney-Pixar–inspired deformation during impact, including a front-bumper collapse, hood warp, and a rear tilt, culminating in a frozen, squashed state.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the car and environment, with consistent lighting and color saturation. There are no major distortions or artifacts, and transitions between frames are smooth. However, the rendering remains somewhat stylized and not fully photorealistic, which keeps the quality from reaching higher levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a red Dodge Challenger, a low-angle tracking shot, a weathered concrete backdrop, and a dramatic impact with expressive deformation. The core narrative and sequence align well with the description. Some finer details—such as exact stripe placement and the precise timing of the impact—are present but not perfectly matched, leaving minor deviations that prevent a perfect score.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The exaggerated deformation follows the intended stylized logic, but certain aspects diverge from strict real-world physics (e.g., the degree of compression and the timing of deformations). The result is coherent within the animation’s internal rules while not aiming for strict realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_8/index_tensor([5219, 5219])_group_8_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_8/index_tensor([5219, 5219])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2e2b475015320daed9da40489f8a85b40248668
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_8/index_tensor([5219, 5219])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.",
+ "seed": 26991,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_8/index_5219_seed_26991_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": 3.0625,
+ "video_score2_ta": 2.671875,
+ "video_score2_mq": 2.71875,
+ "video_score2_overall": 8.5,
+ "avg": 8.453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.",
+ "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, eye-level, medium shot of a strangely spherical, speckled green frog with a plump, overinflated body, sitting motionless on moss, then erupting into a comical leap with explosive leg contractions, a landing on damp moss, and a focused yet absurd predation moment. The video largely follows this arc but the execution is not consistently faithful to all details.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The initial frames show decent detail and a convincing forest backdrop, but there is noticeable degradation toward the end with blur and loss of fine features. The final frames are notably softer, reducing perceived sharpness and consistency across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the core arc—static opening, a sudden leap, and a landing—but several specifics diverge: the eyes do not appear truly unblinking, the mouth color/pattern differs, and the exact moss texture and droplet details are not consistently represented. The overall narrative is present, but some details are not faithfully rendered.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The jump and landing follow plausible frog-like dynamics, and the general motion feels believable, but minor inconsistencies in limb articulation timing and body proportions reduce realism. The scene remains coherent, though not perfectly physically accurate.\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": 2.671875,
+ "MQ": 2.71875,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level, medium shot of a strangely spherical, speckled green frog with a plump, overinflated body, sitting motionless on moss, then erupting into a comical leap with explosive leg contractions, a landing on damp moss, and a focused yet absurd predation moment. The video largely follows this arc but the execution is not consistently faithful to all details.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The initial frames show decent detail and a convincing forest backdrop, but there is noticeable degradation toward the end with blur and loss of fine features. The final frames are notably softer, reducing perceived sharpness and consistency across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the core arc—static opening, a sudden leap, and a landing—but several specifics diverge: the eyes do not appear truly unblinking, the mouth color/pattern differs, and the exact moss texture and droplet details are not consistently represented. The overall narrative is present, but some details are not faithfully rendered.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The jump and landing follow plausible frog-like dynamics, and the general motion feels believable, but minor inconsistencies in limb articulation timing and body proportions reduce realism. The scene remains coherent, though not perfectly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.",
+ "seed": 26992,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_8/index_5219_seed_26992_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.765625,
+ "video_score2_ta": 1.9375,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.6875,
+ "avg": 8.703125,
+ "reward_records": [
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+ "question": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 of a strangely spherical, speckled green frog with a plump, overinflated body, sitting motionless on vibrant moss in a forest setting. The scene is intended to be whimsical, with the frog exploding into a comical sequence and landing with a wet thud on the moss. In the actual video, the core dynamic action is not realized; the footage remains largely static, with only a brief, non-explosive mouth movement observed. The moss and forest context are present, but the central energetic transformation described in the prompt is missing.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The initial frames show reasonable detail and natural coloration, with the frog clearly visible and the moss texture reasonably rendered. However, there is a pronounced drop in quality in the later frames, where the image becomes blurred and out of focus, reducing clarity and making the subject harder to discern. This degradation is noticeable but does not render the video entirely unusable; it mainly lowers perceived sharpness and consistency across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While environmental elements such as moss and forest lighting are present, the key dynamic events—particularly the explosive transformation and subsequent motion—are not realized. The video remains largely static, with only minor mouth movement, resulting in a substantial mismatch between the described action and what is shown.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The frog’s anatomy appears plausible in the clearer segments, and the forest setting is believable. The abrupt loss of focus in later frames introduces some uncertainty about fine details, but there are no clear violations of basic physics or common-sense expectations in the visible portions.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.765625,
+ "TA": 1.9375,
+ "MQ": 3.0,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level, medium shot of a strangely spherical, speckled green frog with a plump, overinflated body, sitting motionless on vibrant moss in a forest setting. The scene is intended to be whimsical, with the frog exploding into a comical sequence and landing with a wet thud on the moss. In the actual video, the core dynamic action is not realized; the footage remains largely static, with only a brief, non-explosive mouth movement observed. The moss and forest context are present, but the central energetic transformation described in the prompt is missing.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The initial frames show reasonable detail and natural coloration, with the frog clearly visible and the moss texture reasonably rendered. However, there is a pronounced drop in quality in the later frames, where the image becomes blurred and out of focus, reducing clarity and making the subject harder to discern. This degradation is noticeable but does not render the video entirely unusable; it mainly lowers perceived sharpness and consistency across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While environmental elements such as moss and forest lighting are present, the key dynamic events—particularly the explosive transformation and subsequent motion—are not realized. The video remains largely static, with only minor mouth movement, resulting in a substantial mismatch between the described action and what is shown.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The frog’s anatomy appears plausible in the clearer segments, and the forest setting is believable. The abrupt loss of focus in later frames introduces some uncertainty about fine details, but there are no clear violations of basic physics or common-sense expectations in the visible portions.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.",
+ "seed": 26993,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_8/index_5219_seed_26993_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.828125,
+ "video_score2_ta": 2.4375,
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+ "video_score2_overall": 7.75,
+ "avg": 7.75,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.",
+ "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 static, eye-level, medium shot of a strangely spherical, speckled green frog with a plump body like a soft, overinflated ball. It specifies forest-green and earthy-brown skin tones, soft diffuse lighting filtering through a dense forest canopy, the frog sitting motionless on vibrant moss dotted with tiny water droplets, powerful hind legs hidden beneath the rounded body, large unblinking golden eyes staring forward, a pale pink interior of the mouth, and a sudden explosive movement where the frog launches into a comical, physically implausible sequence ending with a wet thud and a wobbly collision with damp moss.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The early frames show decent detail and natural-looking lighting, but there is noticeable degradation toward the end with blur and loss of fine features. The sequence does not maintain consistent sharpness throughout, resulting in an average overall impression rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While some elements appear, several key aspects are not convincingly realized: the frog's highly unusual spherical, speckled morphology and the described explosive, physically implausible action are not clearly depicted. The video remains comparatively static, with only partial adherence to the intended dynamic sequence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction maintains plausible anatomy and environmental context in most frames, but the dramatic, rapid motion and exaggerated dynamics are not convincingly portrayed, reducing overall believability without breaking basic realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.828125,
+ "TA": 2.4375,
+ "MQ": 2.484375,
+ "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 static, eye-level, medium shot of a strangely spherical, speckled green frog with a plump body like a soft, overinflated ball. It specifies forest-green and earthy-brown skin tones, soft diffuse lighting filtering through a dense forest canopy, the frog sitting motionless on vibrant moss dotted with tiny water droplets, powerful hind legs hidden beneath the rounded body, large unblinking golden eyes staring forward, a pale pink interior of the mouth, and a sudden explosive movement where the frog launches into a comical, physically implausible sequence ending with a wet thud and a wobbly collision with damp moss.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The early frames show decent detail and natural-looking lighting, but there is noticeable degradation toward the end with blur and loss of fine features. The sequence does not maintain consistent sharpness throughout, resulting in an average overall impression rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While some elements appear, several key aspects are not convincingly realized: the frog's highly unusual spherical, speckled morphology and the described explosive, physically implausible action are not clearly depicted. The video remains comparatively static, with only partial adherence to the intended dynamic sequence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction maintains plausible anatomy and environmental context in most frames, but the dramatic, rapid motion and exaggerated dynamics are not convincingly portrayed, reducing overall believability without breaking basic realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 26994,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_8/index_5219_seed_26994_dp_17_rank_34_sample_3_slot_1.mp4",
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.1875,
+ "video_score2_ta": 2.0625,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.1875,
+ "avg": 8.203125,
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+ "question": "static, eye-level, medium shot depicts a strangely spherical, speckled green frog, its plump body like a soft, overinflated ball. Its skin, a shimmering patchwork of forest green and earthy brown, shimmers in the soft, diffuse light filtering through the dense forest canopy. The frog sits motionless on a bed of vibrant, spongy moss dotted with tiny water droplets, its powerful hind legs completely hidden beneath its rounded body. Its large, unblinking golden eyes stare intently forward at an unseen target beyond the frame, its enormous mouth slightly open, revealing a hint of a pale pink interior. Without warning, the frog suddenly explodes into a comical antics, its legs explosively contracting, darting forward, its entire body instantly launching off the ground in a comical green projectile. The maneuver concludes with a distinct and satisfying wet thud as it lands, its body wobbling as it collides with the damp moss, creating a focused yet utterly absurd scene of natural predation.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 of a strangely spherical, speckled green frog with a plump, overinflated body, sitting motionless on vibrant moss in a forest setting. The scene is lit by soft, diffuse light filtering through the canopy, and the frog's large, unblinking golden eyes and slightly open mouth are emphasized. The narrative then shifts to an explosive, comical action sequence where the frog launches into a rapid, over-the-top predation maneuver, culminating in a distinct wet landing on the moss.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color balance, with convincing moss texture and a pleasing bokeh background. Lighting remains consistent across most frames. However, there are occasional minor artifacts and slight blur during motion, which prevent a higher rating. The sequence remains coherent, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—eye-level framing, moss setting, and the presence of a green frog with a visible mouth. Yet crucial aspects of the described action are missing or underdeveloped: there is no evident explosion or rapid, dramatic movement, and the scene remains largely static. The result reflects partial fidelity to the prompt rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The frog’s anatomy appears plausible, and environmental details such as moss and lighting are believable. The absence of the expected dynamic action reduces the perceived realism of the intended sequence, though there are no obvious anatomical or physical contradictions in the static depiction.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.1875,
+ "TA": 2.0625,
+ "MQ": 2.953125,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level, medium shot of a strangely spherical, speckled green frog with a plump, overinflated body, sitting motionless on vibrant moss in a forest setting. The scene is lit by soft, diffuse light filtering through the canopy, and the frog's large, unblinking golden eyes and slightly open mouth are emphasized. The narrative then shifts to an explosive, comical action sequence where the frog launches into a rapid, over-the-top predation maneuver, culminating in a distinct wet landing on the moss.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color balance, with convincing moss texture and a pleasing bokeh background. Lighting remains consistent across most frames. However, there are occasional minor artifacts and slight blur during motion, which prevent a higher rating. The sequence remains coherent, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—eye-level framing, moss setting, and the presence of a green frog with a visible mouth. Yet crucial aspects of the described action are missing or underdeveloped: there is no evident explosion or rapid, dramatic movement, and the scene remains largely static. The result reflects partial fidelity to the prompt rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The frog’s anatomy appears plausible, and environmental details such as moss and lighting are believable. The absence of the expected dynamic action reduces the perceived realism of the intended sequence, though there are no obvious anatomical or physical contradictions in the static depiction.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_9/index_tensor([9155, 9155])_group_9_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_9/index_tensor([9155, 9155])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7afc974b83f4fce5ee42af7fdff0b51b42fc12e8
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_9/index_tensor([9155, 9155])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 29521,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_9/index_9155_seed_29521_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": 3.03125,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.5625,
+ "avg": 8.53125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, slowly tilting upward shot following a massive, multi-story curtain wall unit ascending a futuristic skyscraper. The unit features a seamless, liquid-like chrome frame that gleams in bright sunlight, with glass panels acting like mirrors reflecting clouds. It is suspended by a biomechanically designed system with articulated arms and pulleys, moving with silent, uncanny grace. The facade should show a cascade of polished metal and glass receding into a dazzling ascent, bathed in crisp upper-atmosphere lighting and sharp mirrored highlights.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent and legible, with decent resolution and clear reflections on the metallic surfaces. Lighting remains consistent and the sky/clouds are discernible. However, the overall polish is moderate rather than exceptional, and some fine details are not consistently crisp. In sum, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements—high-angle perspective, upward tilt, reflective glass surfaces, and bright sky lighting. However, key aspects such as the precise architectural form, the articulated suspension mechanism, and the described dynamic motion are not convincingly realized. The result is a partial alignment with notable gaps between the prompt and execution, yielding a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting, reflections, and material behavior, with no obvious physical violations. Yet the abstract, flowing geometry and the implied suspension dynamics introduce conceptual ambiguity that reduces overall coherence. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.453125,
+ "MQ": 3.046875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, slowly tilting upward shot following a massive, multi-story curtain wall unit ascending a futuristic skyscraper. The unit features a seamless, liquid-like chrome frame that gleams in bright sunlight, with glass panels acting like mirrors reflecting clouds. It is suspended by a biomechanically designed system with articulated arms and pulleys, moving with silent, uncanny grace. The facade should show a cascade of polished metal and glass receding into a dazzling ascent, bathed in crisp upper-atmosphere lighting and sharp mirrored highlights.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent and legible, with decent resolution and clear reflections on the metallic surfaces. Lighting remains consistent and the sky/clouds are discernible. However, the overall polish is moderate rather than exceptional, and some fine details are not consistently crisp. In sum, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements—high-angle perspective, upward tilt, reflective glass surfaces, and bright sky lighting. However, key aspects such as the precise architectural form, the articulated suspension mechanism, and the described dynamic motion are not convincingly realized. The result is a partial alignment with notable gaps between the prompt and execution, yielding a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting, reflections, and material behavior, with no obvious physical violations. Yet the abstract, flowing geometry and the implied suspension dynamics introduce conceptual ambiguity that reduces overall coherence. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.",
+ "seed": 29522,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_9/index_9155_seed_29522_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 2.828125,
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+ "video_score2_overall": 7.0,
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+ "question": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.",
+ "token_credit_reward": 7.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, slowly tilting upward shot following a massive, multi-story curtain wall unit ascending a futuristic skyscraper. The unit features a seamless, liquid-like chrome frame, glass panels that reflect clouds, and a suspension system with articulated arms and pulleys. The scene is bathed in upper-atmosphere lighting, with smooth, powerful upward movement and a sense of technological sublimity.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality (score 3). The resolution is adequate and color/contrast are generally stable, but there are noticeable artifacts and some distortions in the reflective surfaces. The glass reflections show occasional warping or ghosting, and the metallic textures exhibit mild irregularities. The upward tilt is present, yet the imagery does not consistently convey pristine realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the sequence includes upward motion and glass reflections, several key elements are underrepresented or misrepresented: the precise architectural details of the curtain wall unit, the described suspension mechanism, and the overall scale and dynamics of the ascent do not fully align with the prompt. The result is a partial match rather than faithful execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is weak (score 2). The motion appears plausible at times, but the reflections and surface behaviors occasionally violate basic physics—ghosting, abrupt transitions, and inconsistent light interactions undermine believable material behavior. The scene remains visually intriguing but lacks robust physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.6953125,
+ "TA": 2.828125,
+ "MQ": 2.46875,
+ "Overall": 7.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, slowly tilting upward shot following a massive, multi-story curtain wall unit ascending a futuristic skyscraper. The unit features a seamless, liquid-like chrome frame, glass panels that reflect clouds, and a suspension system with articulated arms and pulleys. The scene is bathed in upper-atmosphere lighting, with smooth, powerful upward movement and a sense of technological sublimity.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality (score 3). The resolution is adequate and color/contrast are generally stable, but there are noticeable artifacts and some distortions in the reflective surfaces. The glass reflections show occasional warping or ghosting, and the metallic textures exhibit mild irregularities. The upward tilt is present, yet the imagery does not consistently convey pristine realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the sequence includes upward motion and glass reflections, several key elements are underrepresented or misrepresented: the precise architectural details of the curtain wall unit, the described suspension mechanism, and the overall scale and dynamics of the ascent do not fully align with the prompt. The result is a partial match rather than faithful execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is weak (score 2). The motion appears plausible at times, but the reflections and surface behaviors occasionally violate basic physics—ghosting, abrupt transitions, and inconsistent light interactions undermine believable material behavior. The scene remains visually intriguing but lacks robust physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.",
+ "seed": 29523,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_9/index_9155_seed_29523_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": 2.734375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, slowly tilting upward shot following a massive, multi-story curtain wall unit ascending a futuristic skyscraper. The unit features a seamless, liquid-like chrome frame, glass panels that reflect the sky, and a suspension system of polished, surreal metal with flowing curves. The scene is bathed in upper-atmosphere lighting, producing sharp highlights and deep shadows, and a sense of technological sublimity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild compression artifacts. The sky and clouds are present, and metallic surfaces exhibit reflections, but overall sharpness and fine detail are limited. The sequence remains coherent, with no severe distortions or abrupt frame-to-frame changes, yielding a mid-range visual quality assessment.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The footage presents a high-angle perspective and visible sky/clouds, and metallic surfaces with reflections. However, the core element — a massive multi-story curtain wall unit ascending a skyscraper — is not clearly depicted, and the distinctive curved suspension and flowing metal aesthetics are not convincingly realized. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting, reflections, and spatial relationships, with no obvious physical violations. Yet the absence of the central architectural feature and the stylized suspension reduce fidelity to the intended concept, resulting in a moderate level of common-sense consistency.\n\nOverall, the evaluation indicates 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,
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 1.6875,
+ "MQ": 3.0,
+ "Overall": 7.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, slowly tilting upward shot following a massive, multi-story curtain wall unit ascending a futuristic skyscraper. The unit features a seamless, liquid-like chrome frame, glass panels that reflect the sky, and a suspension system of polished, surreal metal with flowing curves. The scene is bathed in upper-atmosphere lighting, producing sharp highlights and deep shadows, and a sense of technological sublimity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild compression artifacts. The sky and clouds are present, and metallic surfaces exhibit reflections, but overall sharpness and fine detail are limited. The sequence remains coherent, with no severe distortions or abrupt frame-to-frame changes, yielding a mid-range visual quality assessment.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The footage presents a high-angle perspective and visible sky/clouds, and metallic surfaces with reflections. However, the core element — a massive multi-story curtain wall unit ascending a skyscraper — is not clearly depicted, and the distinctive curved suspension and flowing metal aesthetics are not convincingly realized. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting, reflections, and spatial relationships, with no obvious physical violations. Yet the absence of the central architectural feature and the stylized suspension reduce fidelity to the intended concept, resulting in a moderate level of common-sense consistency.\n\nOverall, the evaluation indicates 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": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.",
+ "seed": 29524,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000013/group_9/index_9155_seed_29524_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.546875,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.0,
+ "avg": 9.0,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dizzying high-angle shot, tilting slowly and steadily upward, follows a massive, multi-story curtain wall unit as it inexorably ascends the sheer face of a futuristic skyscraper. The unit's frame, composed of a seamless, liquid-like piece of chrome, gleams in the bright sunlight, while its immaculate expanse of glass panels acts like a perfect mirror, reflecting the soft, white cumulus clouds drifting across the brilliant blue sky. It is suspended by a masterpiece of biomechanical design, embodying Hajime Sorayama's signature aesthetic; its articulated arms and pulleys are not industrial, but composed of polished, surreal metal with sensual, flowing curves that move with silent, uncanny grace. The skyscraper's facade, a similar cascade of polished metal and glass, recedes into a dizzying descent below, heightening the sense of immense scale. The entire scene is bathed in the crisp light of the upper atmosphere, creating sharp, mirrored highlights on every metal surface and casting deep, clean shadows. The smooth, powerful, and silent upward thrust of the massive panels creates a breathtaking atmosphere of technological sublimity, tinged with a profound sense of vertigo.",
+ "token_credit_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 high-angle, slowly tilting upward shot following a massive, multi-story curtain wall unit ascending a futuristic skyscraper. The unit features a seamless, liquid-like chrome frame that gleams in bright sunlight, with glass panels acting like mirrors reflecting clouds. It is suspended by biomechanically designed articulated arms and pulleys, moving with silent, uncanny grace. The scene should be bathed in crisp upper-atmosphere lighting, with sharp highlights on metal surfaces and deep shadows, conveying a sense of immense scale and technological sublimity.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of metallic surfaces and glass elements, with convincing reflections and lighting. However, there are noticeable distortions in the mechanical components and some warping of structural details, which reduces realism. The motion appears reasonably smooth, but occasional frame-to-frame inconsistencies and minor artifacts prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the high-angle perspective, the upward tilt, and the presence of a massive curtain wall unit with reflective glass surfaces. The chromed framework and the notion of a liquid-like, seamless material are present, and the scene conveys a futuristic aesthetic. Some nuanced aspects—such as the exact articulation of the arms and the precise biomechanical suspension—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The sequence maintains plausible lighting, reflections, and scale, yet the mechanical arrangement shows distortions and non-rigid behavior that challenge strict physical realism. The upward movement reads as controlled, but the underlying mechanism does not always adhere to real-world constraints, resulting in a believable yet imperfect depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.546875,
+ "TA": 3.40625,
+ "MQ": 3.046875,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, slowly tilting upward shot following a massive, multi-story curtain wall unit ascending a futuristic skyscraper. The unit features a seamless, liquid-like chrome frame that gleams in bright sunlight, with glass panels acting like mirrors reflecting clouds. It is suspended by biomechanically designed articulated arms and pulleys, moving with silent, uncanny grace. The scene should be bathed in crisp upper-atmosphere lighting, with sharp highlights on metal surfaces and deep shadows, conveying a sense of immense scale and technological sublimity.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of metallic surfaces and glass elements, with convincing reflections and lighting. However, there are noticeable distortions in the mechanical components and some warping of structural details, which reduces realism. The motion appears reasonably smooth, but occasional frame-to-frame inconsistencies and minor artifacts prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the high-angle perspective, the upward tilt, and the presence of a massive curtain wall unit with reflective glass surfaces. The chromed framework and the notion of a liquid-like, seamless material are present, and the scene conveys a futuristic aesthetic. Some nuanced aspects—such as the exact articulation of the arms and the precise biomechanical suspension—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The sequence maintains plausible lighting, reflections, and scale, yet the mechanical arrangement shows distortions and non-rigid behavior that challenge strict physical realism. The upward movement reads as controlled, but the underlying mechanism does not always adhere to real-world constraints, resulting in a believable yet imperfect depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_0/index_tensor([5671, 5671])_group_0_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_0/index_tensor([5671, 5671])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5dc45241dc2df31dc490a57c0901db768857b37
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_0/index_tensor([5671, 5671])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 5319,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_0/index_5671_seed_5319_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.625,
+ "avg": 9.609375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a low angle, a stationary camera, and a bird foraging on a quiet, moonlit forest floor. Moonlight filters through sparse branches, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage is described as having a complex array of brown, black, and beige feathers that blend into its surroundings. It has large, round, black eyes that gleam with alertness in the dim light, and an extremely long, slender beak that is intensely focused on its task. The beak should plunge into the pile of dead leaves at its feet and then probe up and down, with subtle leaf rustling. Moonlight should outline the contours of the back feathers and create a silver highlight on the beak. In the background, moss-covered tree roots meander in deep shadows. The scene should have dark blue and earthy brown tones, presenting a peaceful, focused, slightly mysterious atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally coherent but not outstanding. The resolution is adequate and lighting remains consistent, with a blue-tinted moonlit mood and a forest-floor setting that matches the prompt. However, there are occasional minor softness or compression artifacts, and some fine feather details and edge sharpness are not consistently crisp. Overall, the visual quality is acceptable but not exceptional, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: close-up framing, low-angle perspective, stationary camera, and a bird foraging on a moonlit forest floor with dappled illumination and a carpet of leaves. The bird’s plumage shows brown/earth tones, and the scene conveys a peaceful, focused mood. Some specifics—such as the exact eye gleam intensity and the precise motion of the beak entering the leaves—are not perfectly captured, but the overall alignment is strong and coherent with the description.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and behavior: the bird’s proportions, posture during foraging, and interaction with the leaf litter are believable. Lighting and environmental cues support a coherent nocturnal forest setting. A few minor inconsistencies exist (e.g., slight exaggeration in beak length perception under lighting, or timing nuances in leaf displacement), yet they do not undermine overall realism.\n\nOverall assessment:\nThe video demonstrates solid alignment with the prompt and reasonable physical consistency, with moderate visual quality. Ground-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 3.53125,
+ "MQ": 3.140625,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a low angle, a stationary camera, and a bird foraging on a quiet, moonlit forest floor. Moonlight filters through sparse branches, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage is described as having a complex array of brown, black, and beige feathers that blend into its surroundings. It has large, round, black eyes that gleam with alertness in the dim light, and an extremely long, slender beak that is intensely focused on its task. The beak should plunge into the pile of dead leaves at its feet and then probe up and down, with subtle leaf rustling. Moonlight should outline the contours of the back feathers and create a silver highlight on the beak. In the background, moss-covered tree roots meander in deep shadows. The scene should have dark blue and earthy brown tones, presenting a peaceful, focused, slightly mysterious atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally coherent but not outstanding. The resolution is adequate and lighting remains consistent, with a blue-tinted moonlit mood and a forest-floor setting that matches the prompt. However, there are occasional minor softness or compression artifacts, and some fine feather details and edge sharpness are not consistently crisp. Overall, the visual quality is acceptable but not exceptional, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: close-up framing, low-angle perspective, stationary camera, and a bird foraging on a moonlit forest floor with dappled illumination and a carpet of leaves. The bird’s plumage shows brown/earth tones, and the scene conveys a peaceful, focused mood. Some specifics—such as the exact eye gleam intensity and the precise motion of the beak entering the leaves—are not perfectly captured, but the overall alignment is strong and coherent with the description.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and behavior: the bird’s proportions, posture during foraging, and interaction with the leaf litter are believable. Lighting and environmental cues support a coherent nocturnal forest setting. A few minor inconsistencies exist (e.g., slight exaggeration in beak length perception under lighting, or timing nuances in leaf displacement), yet they do not undermine overall realism.\n\nOverall assessment:\nThe video demonstrates solid alignment with the prompt and reasonable physical consistency, with moderate visual quality. Ground-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.",
+ "seed": 5320,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_0/index_5671_seed_5320_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.75,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.0,
+ "avg": 9.015625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.",
+ "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 close-up shot from a low angle, a stationary camera, and a bird foraging on a quiet, moonlit forest floor. Moonlight filters through sparse branches, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage features brown, black, and beige tones that blend with its surroundings. Its large, round, black eyes gleam with alertness in the dim light, and its extremely long, slender beak is intensely focused as it searches the pile of dead leaves. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, moss-covered tree roots meander in deep shadows. The scene is intended to be peaceful, focused, and slightly mysterious, with dominant colors of dark blue and earthy brown.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color balance, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. The lighting remains consistent across frames, and the depth-of-field effect appears plausible, though not exceptional. The sequence maintains stable framing and smooth transitions without obvious distortions or abrupt changes.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle close-up, a stationary camera, a bird foraging on a forest floor, moonlit ambiance, and the described plumage and eye characteristics. The mood and color palette align with the prompt, and the scene conveys a peaceful, focused atmosphere. Some finer details—such as precise leaf interactions and exact timing of movements—are present but not exhaustively demonstrated, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The bird’s anatomy and general behavior appear plausible, and the scene respects basic physical principles such as gravity and lighting. However, there are subtle cues where micro-motions or environmental interactions could be more tightly constrained, preventing a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.15625,
+ "MQ": 3.109375,
+ "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 close-up shot from a low angle, a stationary camera, and a bird foraging on a quiet, moonlit forest floor. Moonlight filters through sparse branches, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage features brown, black, and beige tones that blend with its surroundings. Its large, round, black eyes gleam with alertness in the dim light, and its extremely long, slender beak is intensely focused as it searches the pile of dead leaves. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, moss-covered tree roots meander in deep shadows. The scene is intended to be peaceful, focused, and slightly mysterious, with dominant colors of dark blue and earthy brown.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color balance, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. The lighting remains consistent across frames, and the depth-of-field effect appears plausible, though not exceptional. The sequence maintains stable framing and smooth transitions without obvious distortions or abrupt changes.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle close-up, a stationary camera, a bird foraging on a forest floor, moonlit ambiance, and the described plumage and eye characteristics. The mood and color palette align with the prompt, and the scene conveys a peaceful, focused atmosphere. Some finer details—such as precise leaf interactions and exact timing of movements—are present but not exhaustively demonstrated, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The bird’s anatomy and general behavior appear plausible, and the scene respects basic physical principles such as gravity and lighting. However, there are subtle cues where micro-motions or environmental interactions could be more tightly constrained, preventing a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 5321,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_0/index_5671_seed_5321_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 9.9375,
+ "avg": 9.9375,
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+ "question": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.",
+ "token_credit_reward": 9.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a low angle, a stationary camera, and a bird foraging on a quiet, moonlit forest floor. Moonlight filters through sparse branches, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage is described as having a complex array of brown, black, and beige feathers that blend into its surroundings. It has large, round, black eyes that gleam with alertness in the dim light, and an extremely long, slender beak that is intensely focused on its task. The beak is depicted plunging into the pile of dead leaves, then rhythmically probing up and down, with subtle leaf rustling. Moonlight outlines the contours of the back feathers and a silver highlight on the beak. In the background, moss-covered tree roots meander in deep shadows. The scene is intended to have dark blue and earthy brown tones, conveying a peaceful, focused, slightly mysterious atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show decent clarity but not high-end sharpness. The bird remains identifiable, and the forest floor details are present, but some frames exhibit mild softness or minor noise under dim lighting. The color grading yields a cool blue-tinted mood consistent with moonlight, though overall contrast and dynamic range are moderate rather than punchy. Lighting is generally stable across shots, with no obvious flicker, and there are no major distortions or artifacts. Overall, the visual quality is acceptable but not exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: a low-angle close-up, a stationary camera, and a bird actively foraging on a moonlit forest floor. The plumage appears brown/earthy, and the scene conveys a moonlit, shadowy atmosphere. However, certain prompt specifics are not perfectly matched: the eyes do not appear distinctly large or highly reflective, and the described silver highlight on the beak is not clearly visible. The moss-covered roots are present but not always prominent. Despite these minor deviations, the core narrative—close-up, low-angle, stationary framing, and a bird foraging under moonlight—is well captured. Overall alignment is strong, with only small discrepancies.\n\nPhysical Consistency (Common-sense):\nThe bird’s anatomy and foraging behavior are plausible within the scene, and the interaction with the forest floor reads as believable. Some minor inconsistencies exist: the eye prominence and the exact lighting highlights are not perfectly aligned with the described cues, and a few environmental details (e.g., root prominence) are not always foregrounded. These are minor and do not undermine overall realism. The scene remains coherent and physically plausible, with a few small deviations that keep it grounded in 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": 3.171875,
+ "TA": 3.421875,
+ "MQ": 3.34375,
+ "Overall": 9.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a low angle, a stationary camera, and a bird foraging on a quiet, moonlit forest floor. Moonlight filters through sparse branches, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage is described as having a complex array of brown, black, and beige feathers that blend into its surroundings. It has large, round, black eyes that gleam with alertness in the dim light, and an extremely long, slender beak that is intensely focused on its task. The beak is depicted plunging into the pile of dead leaves, then rhythmically probing up and down, with subtle leaf rustling. Moonlight outlines the contours of the back feathers and a silver highlight on the beak. In the background, moss-covered tree roots meander in deep shadows. The scene is intended to have dark blue and earthy brown tones, conveying a peaceful, focused, slightly mysterious atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show decent clarity but not high-end sharpness. The bird remains identifiable, and the forest floor details are present, but some frames exhibit mild softness or minor noise under dim lighting. The color grading yields a cool blue-tinted mood consistent with moonlight, though overall contrast and dynamic range are moderate rather than punchy. Lighting is generally stable across shots, with no obvious flicker, and there are no major distortions or artifacts. Overall, the visual quality is acceptable but not exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: a low-angle close-up, a stationary camera, and a bird actively foraging on a moonlit forest floor. The plumage appears brown/earthy, and the scene conveys a moonlit, shadowy atmosphere. However, certain prompt specifics are not perfectly matched: the eyes do not appear distinctly large or highly reflective, and the described silver highlight on the beak is not clearly visible. The moss-covered roots are present but not always prominent. Despite these minor deviations, the core narrative—close-up, low-angle, stationary framing, and a bird foraging under moonlight—is well captured. Overall alignment is strong, with only small discrepancies.\n\nPhysical Consistency (Common-sense):\nThe bird’s anatomy and foraging behavior are plausible within the scene, and the interaction with the forest floor reads as believable. Some minor inconsistencies exist: the eye prominence and the exact lighting highlights are not perfectly aligned with the described cues, and a few environmental details (e.g., root prominence) are not always foregrounded. These are minor and do not undermine overall realism. The scene remains coherent and physically plausible, with a few small deviations that keep it grounded in common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.",
+ "seed": 5322,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_0/index_5671_seed_5322_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.375,
+ "avg": 9.34375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up shot from a low angle, the camera held still, captures a bird foraging on the quiet, moonlit forest floor. Cool moonlight filters through the sparse branches of tall trees, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage, covered in a complex array of brown, black, and beige feathers, makes it blend almost seamlessly into its surroundings. Its large, round, black eyes gleam with alertness in the dim light, while its extremely long, slender beak is intensely focused on its task. With steady, precise care, it plunges its beak into the pile of dead leaves at its feet, then rhythmically probes up and down, each dip accompanied by the subtle rustling of leaves being gently brushed aside. The moonlight outlines the contours of its back feathers and a silver highlight on its beak. In the background, several moss-covered tree roots meander in deep shadows. The whole scene, with the main colors of dark blue and earthy brown, presents an extremely peaceful, focused and slightly mysterious atmosphere.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a low angle, a stationary camera, and a bird foraging on a quiet, moonlit forest floor. Moonlight filters through sparse branches, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage is described as having a complex array of brown, black, and beige feathers that blend into its surroundings. It has large, round, black eyes that gleam with alertness in the dim light, and an extremely long, slender beak that is intensely focused on its task. The beak should plunge into the pile of dead leaves and probe up and down, with subtle leaf rustling. Moonlight should outline the contours of the back feathers and create a silver highlight on the beak. In the background, moss-covered tree roots meander in deep shadows. The scene should have dark blue and earthy brown tones, presenting a peaceful, focused, slightly mysterious atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally coherent but not outstanding. The resolution is adequate and lighting remains consistent, with a moody blue-tinted atmosphere and a reasonably sharp subject. However, there are occasional minor softness or compression artifacts that prevent a high-end look. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: close-up framing, low-angle perspective, stationary camera, and a bird foraging on a forest floor with moonlit lighting and dappled shadows. The bird’s plumage and the general color palette match the description, and the scene conveys a peaceful, focused mood. Some fine-grained details—such as exact eye gleam intensity and precise feather texture—are not fully realized, but they do not significantly detract from overall alignment. Overall, Text-to-Video Alignment is strong (score 4).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and behavior for a bird foraging, with natural interactions between the beak and the leaves and consistent lighting. There are no obvious physical implausibilities; however, minor deviations in micro-behaviors or lighting nuances prevent a perfect match to real-world expectations. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 3.1875,
+ "MQ": 3.171875,
+ "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 close-up shot from a low angle, a stationary camera, and a bird foraging on a quiet, moonlit forest floor. Moonlight filters through sparse branches, casting dappled shadows on a carpet of dry, curled leaves. The bird's plumage is described as having a complex array of brown, black, and beige feathers that blend into its surroundings. It has large, round, black eyes that gleam with alertness in the dim light, and an extremely long, slender beak that is intensely focused on its task. The beak should plunge into the pile of dead leaves and probe up and down, with subtle leaf rustling. Moonlight should outline the contours of the back feathers and create a silver highlight on the beak. In the background, moss-covered tree roots meander in deep shadows. The scene should have dark blue and earthy brown tones, presenting a peaceful, focused, slightly mysterious atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally coherent but not outstanding. The resolution is adequate and lighting remains consistent, with a moody blue-tinted atmosphere and a reasonably sharp subject. However, there are occasional minor softness or compression artifacts that prevent a high-end look. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: close-up framing, low-angle perspective, stationary camera, and a bird foraging on a forest floor with moonlit lighting and dappled shadows. The bird’s plumage and the general color palette match the description, and the scene conveys a peaceful, focused mood. Some fine-grained details—such as exact eye gleam intensity and precise feather texture—are not fully realized, but they do not significantly detract from overall alignment. Overall, Text-to-Video Alignment is strong (score 4).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and behavior for a bird foraging, with natural interactions between the beak and the leaves and consistent lighting. There are no obvious physical implausibilities; however, minor deviations in micro-behaviors or lighting nuances prevent a perfect match to real-world expectations. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_10/index_tensor([9484, 9484])_group_10_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_10/index_tensor([9484, 9484])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..066f219b195a6b9f3dda4cf2849e8e7c912a7f4a
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_10/index_tensor([9484, 9484])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 7051,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_10/index_9484_seed_7051_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.21875,
+ "video_score2_ta": 3.765625,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, handheld, medium shot panning rightward plunges the viewer into the depths of a deep, dark cave. At the center of the frame is an explorer with tousled dark brown hair and a face stained with dirt. His expression is focused and alert. He wears a frayed dark green canvas jacket, layered over a gray Henley shirt, its surface darkened by the cave's dampness. In his left hand, he holds a burning torch. The dancing flame, the only source of light in the pitch black, crackles continuously and casts a warm, dynamic orange-yellow glow on the surroundings. This unstable light casts swaying, elongated shadows on the damp, craggy rock face, covered in shimmering moss and dripping with crystal-clear water droplets. He moves cautiously along the rock face, leaning slightly forward, his right hand extended, his fingertips gently and cautiously touching the slippery surface. His gaze follows the movement of his finger, scanning for any crack or unusual protrusion that might hold a clue. The entire scene creates an atmosphere of tension, mystery, and exploration with dynamic lighting, focused movements, and the crackling of torches.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene where a cave explorer, with tousled dark brown hair and a face marked by dirt, moves through a dark cave. He wears a frayed dark green canvas jacket over a gray Henley shirt, dampened by the cave environment. A burning torch in his left hand provides the primary light, casting dynamic orange-yellow glows and creating shifting shadows on the damp, moss-covered rock walls. The explorer moves cautiously, checking surfaces with his hands, conveying tension and careful navigation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some grain/noise typical of low-light conditions. The torch-lit areas are reasonably well lit, while the darker regions remain underexposed, which is expected given the setting. There are no major distortions or abrupt frame-to-frame changes, and the sequence remains coherent. The image sharpness could be improved, but the scene remains legible and atmospherically convincing.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a cave explorer with appropriate attire, a torch in the left hand, and a focus on careful, cautious movement through a dark, damp environment. The mood of tension and exploration is conveyed effectively. Some finer details—such as exact clothing layering nuances and precise hand positioning—are not perfectly matched, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and interactions with the torch appear plausible, and the cave setting behaves consistently with expectations. However, there are minor inconsistencies in lighting interactions and subtle hand/arm dynamics that prevent a higher score. Overall, the scene maintains believable physical behavior without obvious violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.21875,
+ "TA": 3.765625,
+ "MQ": 3.125,
+ "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 scene where a cave explorer, with tousled dark brown hair and a face marked by dirt, moves through a dark cave. He wears a frayed dark green canvas jacket over a gray Henley shirt, dampened by the cave environment. A burning torch in his left hand provides the primary light, casting dynamic orange-yellow glows and creating shifting shadows on the damp, moss-covered rock walls. The explorer moves cautiously, checking surfaces with his hands, conveying tension and careful navigation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some grain/noise typical of low-light conditions. The torch-lit areas are reasonably well lit, while the darker regions remain underexposed, which is expected given the setting. There are no major distortions or abrupt frame-to-frame changes, and the sequence remains coherent. The image sharpness could be improved, but the scene remains legible and atmospherically convincing.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a cave explorer with appropriate attire, a torch in the left hand, and a focus on careful, cautious movement through a dark, damp environment. The mood of tension and exploration is conveyed effectively. Some finer details—such as exact clothing layering nuances and precise hand positioning—are not perfectly matched, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and interactions with the torch appear plausible, and the cave setting behaves consistently with expectations. However, there are minor inconsistencies in lighting interactions and subtle hand/arm dynamics that prevent a higher score. Overall, the scene maintains believable physical behavior without obvious 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": 7052,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_10/index_9484_seed_7052_dp_20_rank_40_sample_1_slot_1.mp4",
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+ "video_score2_vq": 2.5,
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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 scene where a cave explorer, with tousled dark brown hair and a weathered look, moves through a dark cave while holding a torch. The flame provides the primary light, casting dynamic shadows on damp, moss-covered rock faces as the explorer carefully traverses the terrain. The overall mood is one of tension, mystery, and careful exploration.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. Lighting is intentionally dim to match the cave setting, yet some areas lack consistent detail due to variable exposure. The torch flame is present and generally believable, though occasional flicker or minor color shifts reduce realism. Rock textures and moss are visible, but fine details can be blurred by low light. The sequence remains stable with no major distortions, but the overall image quality does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements are captured: a cave explorer with tousled hair, wearing a weathered jacket, moving through a dark cave, holding a torch, and the torch providing the main light source. The damp rock surfaces and moss align with the description, and the cautious traversal is conveyed. Some finer-grained details (such as exact clothing layering or precise finger contact with the rock) may be less explicit, but the main narrative and atmosphere align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the torch behaves as a flame, lighting interacts with the environment, and the character’s movement is believable within a cave context. However, there are minor inconsistencies in lighting interactions and scale cues that prevent a higher level of realism, keeping it within a reasonable range.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5,
+ "TA": 3.671875,
+ "MQ": 3.140625,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene where a cave explorer, with tousled dark brown hair and a weathered look, moves through a dark cave while holding a torch. The flame provides the primary light, casting dynamic shadows on damp, moss-covered rock faces as the explorer carefully traverses the terrain. The overall mood is one of tension, mystery, and careful exploration.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. Lighting is intentionally dim to match the cave setting, yet some areas lack consistent detail due to variable exposure. The torch flame is present and generally believable, though occasional flicker or minor color shifts reduce realism. Rock textures and moss are visible, but fine details can be blurred by low light. The sequence remains stable with no major distortions, but the overall image quality does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements are captured: a cave explorer with tousled hair, wearing a weathered jacket, moving through a dark cave, holding a torch, and the torch providing the main light source. The damp rock surfaces and moss align with the description, and the cautious traversal is conveyed. Some finer-grained details (such as exact clothing layering or precise finger contact with the rock) may be less explicit, but the main narrative and atmosphere align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the torch behaves as a flame, lighting interacts with the environment, and the character’s movement is believable within a cave context. However, there are minor inconsistencies in lighting interactions and scale cues that prevent a higher level of realism, keeping it within a reasonable range.\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": 7053,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_10/index_9484_seed_7053_dp_21_rank_42_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.640625,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.625,
+ "avg": 9.65625,
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+ "question_id": "videoscore2_overall",
+ "question": "slow, handheld, medium shot panning rightward plunges the viewer into the depths of a deep, dark cave. At the center of the frame is an explorer with tousled dark brown hair and a face stained with dirt. His expression is focused and alert. He wears a frayed dark green canvas jacket, layered over a gray Henley shirt, its surface darkened by the cave's dampness. In his left hand, he holds a burning torch. The dancing flame, the only source of light in the pitch black, crackles continuously and casts a warm, dynamic orange-yellow glow on the surroundings. This unstable light casts swaying, elongated shadows on the damp, craggy rock face, covered in shimmering moss and dripping with crystal-clear water droplets. He moves cautiously along the rock face, leaning slightly forward, his right hand extended, his fingertips gently and cautiously touching the slippery surface. His gaze follows the movement of his finger, scanning for any crack or unusual protrusion that might hold a clue. The entire scene creates an atmosphere of tension, mystery, and exploration with dynamic lighting, focused movements, and the crackling of torches.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene where a cave explorer, with tousled dark brown hair and a face marked by dirt, wears a frayed dark green canvas jacket over a gray Henley shirt. He holds a burning torch in his left hand, its flame dancing as the primary light source in a pitch-black cave. The damp, moss-covered rock face and dripping water are present, and the explorer moves cautiously, touching the rock with his right hand while scanning for clues. The overall mood is tense and exploratory, with dynamic lighting and careful, deliberate movements.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in darker regions. There are occasional compression artifacts and mild noise, yet color grading and torch-lit warmth remain consistent across shots. The sequence remains coherent, with no major distortions, though fine details are not always crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: the explorer’s appearance, clothing, the torch, the cave setting, and the general mood. Some nuanced actions described in the prompt (such as precise finger placement and subtle environmental interactions) are not perfectly rendered, but the overall narrative and atmosphere align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and interactions are generally plausible within the cave context, and the character’s movements feel believable. However, there are minor inconsistencies in how the torch interacts with the environment and in some micro-physics cues, which prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
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+ },
+ "soft_scores": {
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+ "TA": 3.640625,
+ "MQ": 3.125,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene where a cave explorer, with tousled dark brown hair and a face marked by dirt, wears a frayed dark green canvas jacket over a gray Henley shirt. He holds a burning torch in his left hand, its flame dancing as the primary light source in a pitch-black cave. The damp, moss-covered rock face and dripping water are present, and the explorer moves cautiously, touching the rock with his right hand while scanning for clues. The overall mood is tense and exploratory, with dynamic lighting and careful, deliberate movements.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in darker regions. There are occasional compression artifacts and mild noise, yet color grading and torch-lit warmth remain consistent across shots. The sequence remains coherent, with no major distortions, though fine details are not always crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: the explorer’s appearance, clothing, the torch, the cave setting, and the general mood. Some nuanced actions described in the prompt (such as precise finger placement and subtle environmental interactions) are not perfectly rendered, but the overall narrative and atmosphere align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and interactions are generally plausible within the cave context, and the character’s movements feel believable. However, there are minor inconsistencies in how the torch interacts with the environment and in some micro-physics cues, which prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 7054,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_10/index_9484_seed_7054_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.171875,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
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+ "question": "slow, handheld, medium shot panning rightward plunges the viewer into the depths of a deep, dark cave. At the center of the frame is an explorer with tousled dark brown hair and a face stained with dirt. His expression is focused and alert. He wears a frayed dark green canvas jacket, layered over a gray Henley shirt, its surface darkened by the cave's dampness. In his left hand, he holds a burning torch. The dancing flame, the only source of light in the pitch black, crackles continuously and casts a warm, dynamic orange-yellow glow on the surroundings. This unstable light casts swaying, elongated shadows on the damp, craggy rock face, covered in shimmering moss and dripping with crystal-clear water droplets. He moves cautiously along the rock face, leaning slightly forward, his right hand extended, his fingertips gently and cautiously touching the slippery surface. His gaze follows the movement of his finger, scanning for any crack or unusual protrusion that might hold a clue. The entire scene creates an atmosphere of tension, mystery, and exploration with dynamic lighting, focused movements, and the crackling of torches.",
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+ "credit_map_shape": [
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+ ],
+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cave exploration scene featuring a male explorer with dark hair, wearing a frayed dark green canvas jacket over a gray shirt, moving through a pitch-black environment illuminated only by a torch. The scene emphasizes cautious movement, dynamic lighting, and the interplay of flame and shadow on damp, moss-covered rock faces.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during movement. Lighting remains dramatic due to the torch, yet there are occasional inconsistencies in exposure across frames. Water droplets and rock textures are present but not always crisply rendered. The sequence remains coherent and legible, though it does not reach high-fidelity detail throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a central explorer figure, dark hair, and the described clothing; a torch providing illumination in a dark cave setting; and the general mood of exploration. Some finer details—such as exact hand positioning and subtle environmental cues—are not perfectly matched, but the main narrative and visual motifs align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements and interactions feel plausible within the cave context, and the torch dynamics are believable. However, there are minor inconsistencies in scale, lighting falloff, and environmental interactions that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.171875,
+ "TA": 3.703125,
+ "MQ": 3.0625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cave exploration scene featuring a male explorer with dark hair, wearing a frayed dark green canvas jacket over a gray shirt, moving through a pitch-black environment illuminated only by a torch. The scene emphasizes cautious movement, dynamic lighting, and the interplay of flame and shadow on damp, moss-covered rock faces.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during movement. Lighting remains dramatic due to the torch, yet there are occasional inconsistencies in exposure across frames. Water droplets and rock textures are present but not always crisply rendered. The sequence remains coherent and legible, though it does not reach high-fidelity detail throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a central explorer figure, dark hair, and the described clothing; a torch providing illumination in a dark cave setting; and the general mood of exploration. Some finer details—such as exact hand positioning and subtle environmental cues—are not perfectly matched, but the main narrative and visual motifs align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements and interactions feel plausible within the cave context, and the torch dynamics are believable. However, there are minor inconsistencies in scale, lighting falloff, and environmental interactions that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_13/index_tensor([8480, 8480])_group_13_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_13/index_tensor([8480, 8480])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5dc1732534a6ddc7452cf6b5c08ebbd22c86e472
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_13/index_tensor([8480, 8480])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.",
+ "seed": 12501,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_13/index_8480_seed_12501_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.171875,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 8.0625,
+ "avg": 8.078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.",
+ "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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot scene from a slightly low angle, featuring a surreal Makoto Shinkai aesthetic. It envisions a room bathed in intense golden late-afternoon sunlight filtering through a large window with white curtains, casting long soft shadows and illuminating dust particles. A light-colored wooden table holds a pristine stack of five vibrantly colored light novels with glossy covers and anime-style character art. The sequence should show the books rising weightlessly, an ethereal aura beneath them, the bookshelf parting, each book rotating in the center, and the topmost book’s pages fluttering open under a magical breeze, with a warm light pulsing and casting dynamic highlights.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The lighting and color palette evoke a warm, golden atmosphere and the ethereal glow aligns with the intended mood. However, some frames exhibit mild blur or softness, occasional compression artifacts, and uneven sharpness between foreground and background. The motion appears reasonably smooth, but the overall polish is not consistently high across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a slightly low camera angle, a room with warm lighting, a wooden table, and a stack of light novels with anime-style covers. The ethereal aura and the magical ambiance are present. Some nuanced details such as the exact moment of the bookshelf parting and the precise choreography of the page fluttering are not perfectly realized, but the main components and the intended aesthetic are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene embraces a fantastical vibe, but several aspects strain ordinary physics. The books rise and float with a weightless feel, yet the interaction with the shelf and the timing of movements occasionally lacks plausible causality. Lighting and shadows support the magical atmosphere, though some transitions and spatial relationships feel slightly contrived rather than physically grounded.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.171875,
+ "TA": 3.015625,
+ "MQ": 2.890625,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot scene from a slightly low angle, featuring a surreal Makoto Shinkai aesthetic. It envisions a room bathed in intense golden late-afternoon sunlight filtering through a large window with white curtains, casting long soft shadows and illuminating dust particles. A light-colored wooden table holds a pristine stack of five vibrantly colored light novels with glossy covers and anime-style character art. The sequence should show the books rising weightlessly, an ethereal aura beneath them, the bookshelf parting, each book rotating in the center, and the topmost book’s pages fluttering open under a magical breeze, with a warm light pulsing and casting dynamic highlights.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The lighting and color palette evoke a warm, golden atmosphere and the ethereal glow aligns with the intended mood. However, some frames exhibit mild blur or softness, occasional compression artifacts, and uneven sharpness between foreground and background. The motion appears reasonably smooth, but the overall polish is not consistently high across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a slightly low camera angle, a room with warm lighting, a wooden table, and a stack of light novels with anime-style covers. The ethereal aura and the magical ambiance are present. Some nuanced details such as the exact moment of the bookshelf parting and the precise choreography of the page fluttering are not perfectly realized, but the main components and the intended aesthetic are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene embraces a fantastical vibe, but several aspects strain ordinary physics. The books rise and float with a weightless feel, yet the interaction with the shelf and the timing of movements occasionally lacks plausible causality. Lighting and shadows support the magical atmosphere, though some transitions and spatial relationships feel slightly contrived rather than physically grounded.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.",
+ "seed": 12502,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_13/index_8480_seed_12502_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.421875,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 2.765625,
+ "video_score2_overall": 8.6875,
+ "avg": 8.671875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.",
+ "token_credit_reward": 8.6875,
+ "selected_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot scene from a slightly low angle, featuring a surreal Makoto Shinkai-inspired aesthetic. It envisions a room bathed in intense golden late-afternoon sunlight filtering through a large window with white curtains, casting long, soft shadows and illuminating dust particles. A light-colored wooden table holds a pristine stack of five vibrantly colored light novels with glossy covers bearing anime-style character art. The sequence should show the entire volume lifting weightlessly from the table, a faint ethereal aura beneath them, the bookshelf parting, each book rotating in the room's center, and the topmost book's pages fluttering open under a magical breeze, revealing intricate illustrations and a pulsing warm light that shifts highlights across the room to create a tranquil, breathtaking atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The lighting remains warm and consistent, yet some frames exhibit mild blur or softness around edges and during motion, and a few transitions feel slightly less crisp. The ethereal glow and color saturation support the aesthetic, but they do not compensate for occasional rendering inconsistencies. In sum, the visuals convey the intended mood, but with mid-level fidelity rather than high-end sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a slightly low camera angle, a room with warm golden light, a large window with curtains, a light wooden table, and a stack of five vibrantly colored light novels with glossy covers. The sequence shows the stack lifting, a faint ethereal aura, and the topmost book’s pages opening with a gentle motion. While most details align closely with the description, a few nuanced aspects—such as the exact timing of the rotation and the precise interaction between the bookshelf and the floating volume—are not perfectly matched, leaving minor deviations in the choreography and lighting dynamics. Nevertheless, the overall narrative and visual language remain faithful to the prompt, delivering a cohesive and evocative scene.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene embraces a magical, weightless lift and a controlled rotation, which fits the fantasy aesthetic. However, certain physical cues—such as the exact moment of the bookshelf parting and the distribution of dust particles under illumination—are not fully grounded in real-world physics. The motion reads as deliberate and ethereal, contributing to the dreamlike quality while remaining plausible within the imagined world.\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": 2.421875,
+ "TA": 3.484375,
+ "MQ": 2.765625,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "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, medium-shot scene from a slightly low angle, featuring a surreal Makoto Shinkai-inspired aesthetic. It envisions a room bathed in intense golden late-afternoon sunlight filtering through a large window with white curtains, casting long, soft shadows and illuminating dust particles. A light-colored wooden table holds a pristine stack of five vibrantly colored light novels with glossy covers bearing anime-style character art. The sequence should show the entire volume lifting weightlessly from the table, a faint ethereal aura beneath them, the bookshelf parting, each book rotating in the room's center, and the topmost book's pages fluttering open under a magical breeze, revealing intricate illustrations and a pulsing warm light that shifts highlights across the room to create a tranquil, breathtaking atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The lighting remains warm and consistent, yet some frames exhibit mild blur or softness around edges and during motion, and a few transitions feel slightly less crisp. The ethereal glow and color saturation support the aesthetic, but they do not compensate for occasional rendering inconsistencies. In sum, the visuals convey the intended mood, but with mid-level fidelity rather than high-end sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a slightly low camera angle, a room with warm golden light, a large window with curtains, a light wooden table, and a stack of five vibrantly colored light novels with glossy covers. The sequence shows the stack lifting, a faint ethereal aura, and the topmost book’s pages opening with a gentle motion. While most details align closely with the description, a few nuanced aspects—such as the exact timing of the rotation and the precise interaction between the bookshelf and the floating volume—are not perfectly matched, leaving minor deviations in the choreography and lighting dynamics. Nevertheless, the overall narrative and visual language remain faithful to the prompt, delivering a cohesive and evocative scene.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene embraces a magical, weightless lift and a controlled rotation, which fits the fantasy aesthetic. However, certain physical cues—such as the exact moment of the bookshelf parting and the distribution of dust particles under illumination—are not fully grounded in real-world physics. The motion reads as deliberate and ethereal, contributing to the dreamlike quality while remaining plausible within the imagined world.\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": 12503,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_13/index_8480_seed_12503_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.125,
+ "video_score2_ta": 2.84375,
+ "video_score2_mq": 2.71875,
+ "video_score2_overall": 7.6875,
+ "avg": 7.6875,
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+ "question": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.",
+ "token_credit_reward": 7.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a surreal Makoto Shinkai-inspired scene with a static, medium shot from a slightly low angle. It envisions a room bathed in intense golden late-afternoon sunlight filtering through a large window with white curtains, long soft shadows, and dust particles dancing in visible twilight. A pristine stack of five light-colored novels sits on a light wooden table; the scene features a weightless lift, an ethereal aura, a bookshelf parting, and a slow, enchanting ballet of rotation and page movement, culminating in a tranquil, breathtaking atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background areas. Lighting remains warm and consistent, and the color palette aligns with the golden-hour mood. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the warm lighting, the presence of a book-like object, and the ethereal atmosphere. However, several specific prompt details are not clearly realized: the exact number of books, the precise motion of the bookshelf parting, and the explicit depiction of dust particles dancing in twilight are not convincingly depicted. The overall mood and lighting align well, but the choreography and exact object interactions do not fully match the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents a plausible setup with a book on a table and a gentle lift, but the weightless, floating motion and the choreographed rotation are not fully physically convincing. The interaction with the shelf and the timing of movements feel slightly off, though the lighting and spatial relationships remain coherent. Overall, the dynamics are believable but not fully physically accurate.\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": 2.125,
+ "TA": 2.84375,
+ "MQ": 2.71875,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "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 surreal Makoto Shinkai-inspired scene with a static, medium shot from a slightly low angle. It envisions a room bathed in intense golden late-afternoon sunlight filtering through a large window with white curtains, long soft shadows, and dust particles dancing in visible twilight. A pristine stack of five light-colored novels sits on a light wooden table; the scene features a weightless lift, an ethereal aura, a bookshelf parting, and a slow, enchanting ballet of rotation and page movement, culminating in a tranquil, breathtaking atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background areas. Lighting remains warm and consistent, and the color palette aligns with the golden-hour mood. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the warm lighting, the presence of a book-like object, and the ethereal atmosphere. However, several specific prompt details are not clearly realized: the exact number of books, the precise motion of the bookshelf parting, and the explicit depiction of dust particles dancing in twilight are not convincingly depicted. The overall mood and lighting align well, but the choreography and exact object interactions do not fully match the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents a plausible setup with a book on a table and a gentle lift, but the weightless, floating motion and the choreographed rotation are not fully physically convincing. The interaction with the shelf and the timing of movements feel slightly off, though the lighting and spatial relationships remain coherent. Overall, the dynamics are believable but not fully physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, medium shot, taken from a slightly low angle, captures a scene immersed in the surreal Makoto Shinkai aesthetic, the air itself brimming with emotion and light. The room is bathed in intense, golden late-afternoon sunlight, which filters through a large window draped with sheer white curtains, casting long, soft shadows and illuminating millions of dust particles dancing across the space in the visible twilight. On a light-colored wooden table lies a pristine stack of five vibrantly colored light novels, their glossy covers adorned with vibrant, saturated, anime-style character art. As if weightless, the entire volume rises smoothly and deliberately from the table's surface, a faint, ethereal aura shimmering beneath them. Once lifted into the air, the bookshelf gracefully parted, and each book began to gently rotate in the center of the room, a slow, enchanting ballet. The pages of the topmost book, with its vibrant pink and blue cover, began to flutter open, as if blown by a silent, magical breeze, revealing intricate illustrations from which emanated a brilliant, warm light, softly pulsing and casting a dynamic presence that shifted highlights throughout the room, creating a tranquil, breathtaking atmosphere.",
+ "seed": 12504,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot scene from a slightly low angle, featuring a surreal Makoto Shinkai-inspired aesthetic with intense golden late-afternoon sunlight filtering through a large window with white curtains, casting long shadows and illuminating dust particles. A light-colored wooden table holds a pristine stack of five vibrantly colored light novels with glossy covers bearing anime-style character art. The sequence should show the books rising weightlessly, an ethereal aura beneath them, the bookshelf parting, each book rotating in the room's center, and the topmost book's pages fluttering open under a magical breeze, all while warm light pulses and shifts highlights across the space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The lighting remains warm and atmospheric, yet some frames exhibit mild overexposure or bloom around bright areas, and the ethereal glow can feel slightly artificial. The motion between frames is not perfectly smooth, with occasional minor jitter during transitions. The scene maintains a cohesive color palette and atmosphere, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a slightly low camera angle, a light wooden table, a stack of five vibrantly colored light novels with glossy covers, and the ethereal, luminous ambiance. The sequence shows the books rising and a gentle rotation, with the topmost book’s pages opening and a warm, pulsing light. While most key aspects align well, a few nuanced details (such as exact timing of the bookshelf parting and the precise choreography of the page flutter) are not perfectly matched, leaving minor gaps in perfect fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The magical elements are integrated in a way that remains plausible within the fantasy context, with the books rising and rotating in a manner that reads as intentional rather than random. Lighting effects support the ethereal mood without breaking immersion. Some interactions (e.g., the exact moment of the bookshelf parting or the pacing of the page flutter) could be refined for tighter internal logic, but the overall behavior remains coherent and believable within the imagined world.\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": 2.03125,
+ "TA": 3.25,
+ "MQ": 2.875,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot scene from a slightly low angle, featuring a surreal Makoto Shinkai-inspired aesthetic with intense golden late-afternoon sunlight filtering through a large window with white curtains, casting long shadows and illuminating dust particles. A light-colored wooden table holds a pristine stack of five vibrantly colored light novels with glossy covers bearing anime-style character art. The sequence should show the books rising weightlessly, an ethereal aura beneath them, the bookshelf parting, each book rotating in the room's center, and the topmost book's pages fluttering open under a magical breeze, all while warm light pulses and shifts highlights across the space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. The lighting remains warm and atmospheric, yet some frames exhibit mild overexposure or bloom around bright areas, and the ethereal glow can feel slightly artificial. The motion between frames is not perfectly smooth, with occasional minor jitter during transitions. The scene maintains a cohesive color palette and atmosphere, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a slightly low camera angle, a light wooden table, a stack of five vibrantly colored light novels with glossy covers, and the ethereal, luminous ambiance. The sequence shows the books rising and a gentle rotation, with the topmost book’s pages opening and a warm, pulsing light. While most key aspects align well, a few nuanced details (such as exact timing of the bookshelf parting and the precise choreography of the page flutter) are not perfectly matched, leaving minor gaps in perfect fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The magical elements are integrated in a way that remains plausible within the fantasy context, with the books rising and rotating in a manner that reads as intentional rather than random. Lighting effects support the ethereal mood without breaking immersion. Some interactions (e.g., the exact moment of the bookshelf parting or the pacing of the page flutter) could be refined for tighter internal logic, but the overall behavior remains coherent and believable within the imagined world.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_14/index_tensor([1938, 1938])_group_14_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_14/index_tensor([1938, 1938])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a953751d4dae96d5f3fa689b9eee75b229c12dd8
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_14/index_tensor([1938, 1938])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.",
+ "seed": 7845,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_14/index_1938_seed_7845_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 3.609375,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 9.875,
+ "avg": 9.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.",
+ "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 sweeping, high-angle aerial shot following and circling a majestic eagle with extended wings, riding high-altitude thermals, under bright sunlight with golden-feather edges, and a nape with distinctive golden-brown feathers. The eagle should maintain near-perfect stability with subtle wing adjustments, a head turning from side to side, amber eyes scanning the landscape, and a backdrop of rugged snow-capped mountains, deep green forests, and a winding river, all set against a vast blue sky.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce fine detail. The eagle remains identifiable, but feather edges are not consistently crisp, and distant background elements can appear slightly blurred. Color saturation and contrast are acceptable, yet not particularly vivid, and there are occasional minor inconsistencies in lighting across frames. The sequence remains coherent, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle aerial perspective with a clearly visible eagle and extended wings, and the scene includes mountains, forests, and a winding river. The lighting suggests bright sun, and the general composition matches the described setting. Some nuanced details—such as exact color nuances on the nape feathers or the precise timing of head turns—are not perfectly captured, but the core elements and dynamics align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle’s flight posture and interaction with the environment feel plausible at a glance, but there are subtle inconsistencies in wing articulation, body orientation, and lighting continuity across frames that prevent a flawless depiction. While the scene remains believable, these minor issues reduce the overall realism without breaking the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.609375,
+ "MQ": 3.234375,
+ "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 sweeping, high-angle aerial shot following and circling a majestic eagle with extended wings, riding high-altitude thermals, under bright sunlight with golden-feather edges, and a nape with distinctive golden-brown feathers. The eagle should maintain near-perfect stability with subtle wing adjustments, a head turning from side to side, amber eyes scanning the landscape, and a backdrop of rugged snow-capped mountains, deep green forests, and a winding river, all set against a vast blue sky.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce fine detail. The eagle remains identifiable, but feather edges are not consistently crisp, and distant background elements can appear slightly blurred. Color saturation and contrast are acceptable, yet not particularly vivid, and there are occasional minor inconsistencies in lighting across frames. The sequence remains coherent, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle aerial perspective with a clearly visible eagle and extended wings, and the scene includes mountains, forests, and a winding river. The lighting suggests bright sun, and the general composition matches the described setting. Some nuanced details—such as exact color nuances on the nape feathers or the precise timing of head turns—are not perfectly captured, but the core elements and dynamics align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle’s flight posture and interaction with the environment feel plausible at a glance, but there are subtle inconsistencies in wing articulation, body orientation, and lighting continuity across frames that prevent a flawless depiction. While the scene remains believable, these minor issues reduce the overall realism without breaking the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 7846,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_14/index_1938_seed_7846_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 3.59375,
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+ "video_score2_overall": 9.1875,
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+ "question": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.",
+ "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 sweeping, high-angle aerial shot following a majestic eagle with detailed visual elements including wing spread, golden-hued feathers, mountainous landscape, and a winding river. The video largely captures these elements, but some specifics are not consistently realized across the sequence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, with occasional softness and minor artifacts that prevent a higher rating. The eagle remains identifiable, though fine feather details are not always crisp. The background mountains and sky are generally well-rendered, and lighting is believable, but there are moments where texture detail and edge definition could be improved. The sequence appears stable with no major distortions, yet the overall sharpness and artifact control do not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle aerial perspective, a clearly visible eagle with wings extended, and a mountainous backdrop with snow-capped peaks and coniferous forests. The winding river is present in parts of the sequence. The eagle’s head turning and amber eyes are suggested, though precise eye detail is limited by distance. The scene conveys the intended mood of tranquility and majesty, with most key elements faithfully represented; a few minor deviations exist but do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The eagle’s flight posture and interaction with the environment feel plausible at a glance, but there are subtle inconsistencies in wing articulation timing and body orientation relative to the terrain that prevent a higher score. Lighting and shadows are generally coherent, yet occasional mismatches reduce the overall realism of the dynamics.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.578125,
+ "TA": 3.59375,
+ "MQ": 3.0,
+ "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 sweeping, high-angle aerial shot following a majestic eagle with detailed visual elements including wing spread, golden-hued feathers, mountainous landscape, and a winding river. The video largely captures these elements, but some specifics are not consistently realized across the sequence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, with occasional softness and minor artifacts that prevent a higher rating. The eagle remains identifiable, though fine feather details are not always crisp. The background mountains and sky are generally well-rendered, and lighting is believable, but there are moments where texture detail and edge definition could be improved. The sequence appears stable with no major distortions, yet the overall sharpness and artifact control do not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle aerial perspective, a clearly visible eagle with wings extended, and a mountainous backdrop with snow-capped peaks and coniferous forests. The winding river is present in parts of the sequence. The eagle’s head turning and amber eyes are suggested, though precise eye detail is limited by distance. The scene conveys the intended mood of tranquility and majesty, with most key elements faithfully represented; a few minor deviations exist but do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The eagle’s flight posture and interaction with the environment feel plausible at a glance, but there are subtle inconsistencies in wing articulation timing and body orientation relative to the terrain that prevent a higher score. Lighting and shadows are generally coherent, yet occasional mismatches reduce the overall realism of the dynamics.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.",
+ "seed": 7847,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_14/index_1938_seed_7847_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.203125,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.875,
+ "avg": 8.84375,
+ "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 sweeping, high-angle aerial shot following a majestic eagle with detailed visual characteristics. While the video presents an eagle in flight over mountainous terrain, several specific prompt details are not consistently realized across the sequence (e.g., pronounced golden rim on feather edges, exact coloration nuances, and the precise depiction of a winding river). Overall, the scene captures the intended mood and setting but does not fully realize all prompt specifics throughout.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and natural lighting, with the eagle clearly visible against a mountain backdrop. There are occasional minor artifacts and slight motion blur during rapid wing movement, which slightly reduce sharpness. Colors appear balanced and the scene remains coherent, though some fine feather details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle aerial perspective, a majestic eagle in flight, and a panoramic mountain landscape with snow-capped peaks and forested slopes. The general composition and subject matter align well with the description. However, certain nuanced details such as the precise feather edge coloring and the winding river are not always clearly depicted, leaving small gaps between the textual prompt and the visual execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle’s flight posture and wing extension are plausible for soaring, and the scale relationships between the bird and the landscape are believable. Some subtle inconsistencies exist in wing articulation timing and minor lighting interactions, preventing a higher level of realism, but the overall dynamics remain coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.203125,
+ "TA": 3.578125,
+ "MQ": 3.0625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle aerial shot following a majestic eagle with detailed visual characteristics. While the video presents an eagle in flight over mountainous terrain, several specific prompt details are not consistently realized across the sequence (e.g., pronounced golden rim on feather edges, exact coloration nuances, and the precise depiction of a winding river). Overall, the scene captures the intended mood and setting but does not fully realize all prompt specifics throughout.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and natural lighting, with the eagle clearly visible against a mountain backdrop. There are occasional minor artifacts and slight motion blur during rapid wing movement, which slightly reduce sharpness. Colors appear balanced and the scene remains coherent, though some fine feather details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle aerial perspective, a majestic eagle in flight, and a panoramic mountain landscape with snow-capped peaks and forested slopes. The general composition and subject matter align well with the description. However, certain nuanced details such as the precise feather edge coloring and the winding river are not always clearly depicted, leaving small gaps between the textual prompt and the visual execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eagle’s flight posture and wing extension are plausible for soaring, and the scale relationships between the bird and the landscape are believable. Some subtle inconsistencies exist in wing articulation timing and minor lighting interactions, preventing a higher level of realism, but the overall dynamics remain coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.",
+ "seed": 7848,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_14/index_1938_seed_7848_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.6875,
+ "avg": 9.65625,
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+ "question": "sweeping, high-angle aerial shot gracefully follows and slowly circles a majestic eagle, its massive, dark brown wings fully extended, effortlessly riding the high-altitude thermals. In the clear, high-altitude sunlight, the edges of each feather are rimmed with a golden hue, with the signature golden-brown feathers on the nape of its neck being particularly striking. The eagle maintains near-perfect stability, with only the wingtip feathers making minute, precise adjustments. Its head methodically turns from side to side, its amber eyes, sharp as glass beads, scanning the majestic mountains thousands of feet below with cool, focused attention. Below, an awe-inspiring panorama of rugged mountains stretches endlessly below, their peaks capped with snow, while deep green coniferous forests carpet the slopes like a thick carpet, and the exposed gray rock faces reveal rich textures in the light. A winding river, like a silver ribbon, weaves through a deep canyon, its waters reflecting dazzling light. Set against the backdrop of a vast blue sky, the entire image is imbued with a sense of tranquility and powerful energy, conveying the pristine, undisturbed beauty of nature and the solitary majesty of a top predator.",
+ "token_credit_reward": 9.6875,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle aerial shot following a majestic eagle with dark brown wings extended, flying in high-altitude conditions with clear sunlight. The scene should feature feather edges rimmed with a golden hue, a prominent golden-brown neck, near-perfect stability, and a slow circling motion as the eagle scans the landscape. The background should include rugged mountains with snow-capped peaks, deep green coniferous forests, and a winding river through a canyon under a vast blue sky.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce fine detail. The eagle remains identifiable, but feather edges are not consistently crisp, and color grading appears slightly processed rather than natural. The mountain scenery is recognizable, though distant areas lack sharpness. Lighting is generally stable across frames, with no major flicker or exposure issues, and there are no obvious distortions or abrupt frame-to-frame changes. In sum, the video presents a plausible aerial scene, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle aerial perspective, a majestic eagle with extended wings, a high-altitude setting, and a sweeping panorama of rugged mountains with snow, deep forests, and a winding river. The lighting suggests clear, high-altitude conditions, and the scene conveys a tranquil yet powerful mood. Some nuanced details—such as exact feather edge coloring and the precise timing of the eagle's head turns—are difficult to verify from static frames, but they do not significantly detract from the overall alignment. Overall, the video closely matches the textual description with minor ambiguities.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The eagle’s anatomy and wing posture appear plausible, and the scale relationships between the bird and the landscape are believable. However, subtle inconsistencies exist: the wing positioning shows slight rigidity, and the interplay of wind, altitude, and feather dynamics is not perfectly simulated. These factors prevent a higher score, though the scene remains coherent and credible overall.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 3.453125,
+ "MQ": 3.171875,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle aerial shot following a majestic eagle with dark brown wings extended, flying in high-altitude conditions with clear sunlight. The scene should feature feather edges rimmed with a golden hue, a prominent golden-brown neck, near-perfect stability, and a slow circling motion as the eagle scans the landscape. The background should include rugged mountains with snow-capped peaks, deep green coniferous forests, and a winding river through a canyon under a vast blue sky.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce fine detail. The eagle remains identifiable, but feather edges are not consistently crisp, and color grading appears slightly processed rather than natural. The mountain scenery is recognizable, though distant areas lack sharpness. Lighting is generally stable across frames, with no major flicker or exposure issues, and there are no obvious distortions or abrupt frame-to-frame changes. In sum, the video presents a plausible aerial scene, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle aerial perspective, a majestic eagle with extended wings, a high-altitude setting, and a sweeping panorama of rugged mountains with snow, deep forests, and a winding river. The lighting suggests clear, high-altitude conditions, and the scene conveys a tranquil yet powerful mood. Some nuanced details—such as exact feather edge coloring and the precise timing of the eagle's head turns—are difficult to verify from static frames, but they do not significantly detract from the overall alignment. Overall, the video closely matches the textual description with minor ambiguities.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The eagle’s anatomy and wing posture appear plausible, and the scale relationships between the bird and the landscape are believable. However, subtle inconsistencies exist: the wing positioning shows slight rigidity, and the interplay of wind, altitude, and feather dynamics is not perfectly simulated. These factors prevent a higher score, though the scene remains coherent and credible overall.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_15/index_tensor([3776, 3776])_group_15_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_15/index_tensor([3776, 3776])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b287a4a71b465d15d467af667286ef5d76a28124
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_15/index_tensor([3776, 3776])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.",
+ "seed": 26265,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_15/index_3776_seed_26265_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.03125,
+ "video_score2_ta": 1.8515625,
+ "video_score2_mq": 2.625,
+ "video_score2_overall": 6.5,
+ "avg": 6.5078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.",
+ "token_credit_reward": 6.5,
+ "selected_reward": 6.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a strikingly realistic slow-motion close-up with a stationary camera at eye level, capturing billowing white steam rising from a traditional bamboo steamer, with warm, moist vapor expanding and swirling as it interacts with morning mist entering through a window, forming a hazy curtain. In the shrouded haze, a middle-aged mother with raven hair pulled back in a simple bun should be visible, with a few sweat-soaked strands on her cheeks and a few grains of glistening rice at her temples, illuminated by soft morning light that outlines a soft edge of light around her figure and makes the rice reflect light. The scene should convey a tranquil, nostalgic mood with life and deep emotion.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable blur and softness that reduce overall sharpness. The resolution is moderate, and fine details are not consistently resolved. Steam effects exist but do not achieve crisp definition, and some motion blur is evident. Lighting remains warm and atmospheric, yet the combination of blur and softness diminishes perceived clarity. Overall, Visual Quality is below average (score 2).\n\nText-to-Video Alignment Analysis:\nThe video includes several elements described in the prompt — a close-up framing, a stationary camera, and visible steam — and the lighting aligns with a warm, atmospheric mood. However, key specifics are not clearly realized: the subject’s face is not clearly visible due to blur, and there is no discernible bamboo steamer or window in the frame. The presence of rice grains and the exact positioning of the hair/bun are not reliably observable. While some aspects match, critical details are missing or ambiguous, resulting in a moderate alignment overall (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: steam rises naturally, lighting behaves consistently, and there are no obvious violations of basic physics. The blur limits precise assessment of micro-details, but the overall physical coherence remains intact. Therefore, Physical Consistency is acceptable but not exceptional (score 3).\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "MQ": 2.625,
+ "Overall": 6.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a strikingly realistic slow-motion close-up with a stationary camera at eye level, capturing billowing white steam rising from a traditional bamboo steamer, with warm, moist vapor expanding and swirling as it interacts with morning mist entering through a window, forming a hazy curtain. In the shrouded haze, a middle-aged mother with raven hair pulled back in a simple bun should be visible, with a few sweat-soaked strands on her cheeks and a few grains of glistening rice at her temples, illuminated by soft morning light that outlines a soft edge of light around her figure and makes the rice reflect light. The scene should convey a tranquil, nostalgic mood with life and deep emotion.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable blur and softness that reduce overall sharpness. The resolution is moderate, and fine details are not consistently resolved. Steam effects exist but do not achieve crisp definition, and some motion blur is evident. Lighting remains warm and atmospheric, yet the combination of blur and softness diminishes perceived clarity. Overall, Visual Quality is below average (score 2).\n\nText-to-Video Alignment Analysis:\nThe video includes several elements described in the prompt — a close-up framing, a stationary camera, and visible steam — and the lighting aligns with a warm, atmospheric mood. However, key specifics are not clearly realized: the subject’s face is not clearly visible due to blur, and there is no discernible bamboo steamer or window in the frame. The presence of rice grains and the exact positioning of the hair/bun are not reliably observable. While some aspects match, critical details are missing or ambiguous, resulting in a moderate alignment overall (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: steam rises naturally, lighting behaves consistently, and there are no obvious violations of basic physics. The blur limits precise assessment of micro-details, but the overall physical coherence remains intact. Therefore, Physical Consistency is acceptable but not exceptional (score 3).\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.",
+ "seed": 26266,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_15/index_3776_seed_26266_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.25,
+ "video_score2_ta": 2.5,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.",
+ "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 strikingly realistic slow-motion close-up with a stationary camera at eye level, capturing billowing white steam rising from a traditional bamboo steamer, with warm, moist vapor expanding and swirling as it interacts with a gentle morning mist entering through a window, forming a hazy curtain. The scene should feature a middle-aged mother with raven hair in a simple bun, some damp strands on her cheeks, and visible grains of glistening rice at her temples, with soft morning light creating a soft edge around her figure and a tranquil, nostalgic mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the background and around fine details. Steam effects are present and contribute to atmosphere, yet overall sharpness remains limited. Lighting is warm and consistent across shots, and there are no major distortions or abrupt frame-to-frame changes; transitions are smooth. In sum, the video achieves a coherent look but does not reach high-fidelity clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up, stationary framing and a warm, atmospheric mood with visible steam. However, several key prompt elements are not clearly realized: the traditional bamboo steamer is not clearly identifiable, the hair styling is not clearly shown as a simple bun, and the specific detail of rice grains at the temple area is not evident. The presence of a middle-aged woman and the general ambiance align with the prompt, but important specifics are missing or ambiguous, resulting in only partial fidelity to the original description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and natural steam behavior, with lighting and shadows generally coherent. There are minor inconsistencies in texture and lighting that prevent a higher score, but nothing that breaks basic realism. Overall, the video demonstrates reasonable physical plausibility without strong deviations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.5,
+ "MQ": 3.140625,
+ "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 strikingly realistic slow-motion close-up with a stationary camera at eye level, capturing billowing white steam rising from a traditional bamboo steamer, with warm, moist vapor expanding and swirling as it interacts with a gentle morning mist entering through a window, forming a hazy curtain. The scene should feature a middle-aged mother with raven hair in a simple bun, some damp strands on her cheeks, and visible grains of glistening rice at her temples, with soft morning light creating a soft edge around her figure and a tranquil, nostalgic mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the background and around fine details. Steam effects are present and contribute to atmosphere, yet overall sharpness remains limited. Lighting is warm and consistent across shots, and there are no major distortions or abrupt frame-to-frame changes; transitions are smooth. In sum, the video achieves a coherent look but does not reach high-fidelity clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up, stationary framing and a warm, atmospheric mood with visible steam. However, several key prompt elements are not clearly realized: the traditional bamboo steamer is not clearly identifiable, the hair styling is not clearly shown as a simple bun, and the specific detail of rice grains at the temple area is not evident. The presence of a middle-aged woman and the general ambiance align with the prompt, but important specifics are missing or ambiguous, resulting in only partial fidelity to the original description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and natural steam behavior, with lighting and shadows generally coherent. There are minor inconsistencies in texture and lighting that prevent a higher score, but nothing that breaks basic realism. Overall, the video demonstrates reasonable physical plausibility without strong deviations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 26267,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_15/index_3776_seed_26267_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 2.90625,
+ "video_score2_mq": 3.546875,
+ "video_score2_overall": 9.375,
+ "avg": 9.390625,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly realistic slow-motion close-up with a stationary camera at eye level, featuring billowing white steam rising from a traditional bamboo steamer, warm, moist vapor expanding and swirling, and a hazy, dynamic curtain. It also envisions a middle-aged mother with raven hair in a simple bun, a few sweat-soaked strands on her cheeks, and visible grains of glistening rice at her temples, with soft morning light penetrating the mist to outline a soft edge of light around her figure and to reflect on the rice. The scene should convey a tranquil, nostalgic mood with a blend of warm and cool tones.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the background and around fine details. Steam effects are present and contribute to atmosphere, yet overall sharpness remains limited. Lighting is warm and consistent across shots, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cohesive look, though it does not achieve high-fidelity detail throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, stationary framing at eye level, with visible steam and a hazy atmosphere, and a middle-aged woman with dark hair in a bun. The general mood and composition align well with the description. However, certain prompt specifics—such as clearly visible sweat-soaked hair strands, distinct rice grains at the temple area, and the precise depiction of the bamboo steamer—are not consistently evident due to softness. Despite these minor gaps, the core elements and atmosphere match the prompt closely, yielding a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: steam rises naturally, lighting remains coherent, and the subject’s positioning is stable. There are no obvious violations of common-sense expectations. Some subtle cues related to the exact interaction between steam, light, and the subject’s features are not perfectly resolved due to softness, but they do not undermine overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 2.90625,
+ "MQ": 3.546875,
+ "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 strikingly realistic slow-motion close-up with a stationary camera at eye level, featuring billowing white steam rising from a traditional bamboo steamer, warm, moist vapor expanding and swirling, and a hazy, dynamic curtain. It also envisions a middle-aged mother with raven hair in a simple bun, a few sweat-soaked strands on her cheeks, and visible grains of glistening rice at her temples, with soft morning light penetrating the mist to outline a soft edge of light around her figure and to reflect on the rice. The scene should convey a tranquil, nostalgic mood with a blend of warm and cool tones.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the background and around fine details. Steam effects are present and contribute to atmosphere, yet overall sharpness remains limited. Lighting is warm and consistent across shots, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cohesive look, though it does not achieve high-fidelity detail throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, stationary framing at eye level, with visible steam and a hazy atmosphere, and a middle-aged woman with dark hair in a bun. The general mood and composition align well with the description. However, certain prompt specifics—such as clearly visible sweat-soaked hair strands, distinct rice grains at the temple area, and the precise depiction of the bamboo steamer—are not consistently evident due to softness. Despite these minor gaps, the core elements and atmosphere match the prompt closely, yielding a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: steam rises naturally, lighting remains coherent, and the subject’s positioning is stable. There are no obvious violations of common-sense expectations. Some subtle cues related to the exact interaction between steam, light, and the subject’s features are not perfectly resolved due to softness, but they do not undermine overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.",
+ "seed": 26268,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_15/index_3776_seed_26268_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": 2.78125,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.6875,
+ "avg": 8.703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "strikingly realistic slow-motion close-up, the camera held still, captures from eye level the moment when billowing white steam slowly rises from a traditional bamboo steamer. This warm, moist vapor gently expands and swirls in the air, delicately intertwining with the cool morning mist seeping in through the window, forming a hazy, dynamic curtain. Within this shrouded haze, the gentle profile of a middle-aged mother emerges, her raven hair pulled back in a simple bun. A few sweat-soaked strands cling to her cheeks, and a few grains of glistening rice, unnoticed by her busy schedule, are clearly visible at her temples. The soft morning light penetrates the mist, outlining a soft edge of light for her figure and making the few grains of rice slightly reflect light. Her focused and serene expression appears particularly moving in the steam that is sometimes thick and sometimes thin. The whole picture, with its blend of warm and cool tones, creates an extremely tranquil and nostalgic atmosphere full of life and deep emotions.",
+ "token_credit_reward": 8.6875,
+ "selected_reward": 8.6875,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly realistic slow-motion close-up with a stationary camera at eye level, capturing billowing white steam rising from a traditional bamboo steamer, with warm, moist vapor expanding and swirling as it interacts with morning mist entering through a window, forming a hazy curtain. In the shrouded haze, a middle-aged mother with raven hair pulled back in a simple bun should be visible, with a few sweat-soaked strands on her cheeks and some glistening rice grains at her temples. The scene should feature soft morning light penetrating the mist to outline a soft edge of light around the figure, and a tranquil, nostalgic mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the background and around fine details. Steam effects are present and contribute to atmosphere, yet overall sharpness remains limited. Lighting is warm and consistent across shots, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cohesive look, though the softness reduces perceived clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up with a stationary camera and visible steam, and a middle-aged woman with dark hair pulled back, which aligns with several prompt elements. However, key specifics are not clearly realized: the traditional bamboo steamer is not distinctly visible, and the described rice grains at the temple area are not clearly identifiable. The atmosphere and lighting capture the intended mood, but the absence of explicit steamer details and the lack of clearly visible rice reduce fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally behaves plausibly: steam rises naturally, lighting and shadows are coherent, and the subject’s positioning remains stable. There are no obvious violations of physics or common sense, though minor ambiguities in the interaction between steam and the subject prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 2.796875,
+ "MQ": 3.125,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly realistic slow-motion close-up with a stationary camera at eye level, capturing billowing white steam rising from a traditional bamboo steamer, with warm, moist vapor expanding and swirling as it interacts with morning mist entering through a window, forming a hazy curtain. In the shrouded haze, a middle-aged mother with raven hair pulled back in a simple bun should be visible, with a few sweat-soaked strands on her cheeks and some glistening rice grains at her temples. The scene should feature soft morning light penetrating the mist to outline a soft edge of light around the figure, and a tranquil, nostalgic mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the background and around fine details. Steam effects are present and contribute to atmosphere, yet overall sharpness remains limited. Lighting is warm and consistent across shots, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cohesive look, though the softness reduces perceived clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up with a stationary camera and visible steam, and a middle-aged woman with dark hair pulled back, which aligns with several prompt elements. However, key specifics are not clearly realized: the traditional bamboo steamer is not distinctly visible, and the described rice grains at the temple area are not clearly identifiable. The atmosphere and lighting capture the intended mood, but the absence of explicit steamer details and the lack of clearly visible rice reduce fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally behaves plausibly: steam rises naturally, lighting and shadows are coherent, and the subject’s positioning remains stable. There are no obvious violations of physics or common sense, though minor ambiguities in the interaction between steam and the subject prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_2/index_tensor([3081, 3081])_group_2_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_2/index_tensor([3081, 3081])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c672b9fc6f4437a5ec2ce1443b8e7885b229aee8
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_2/index_tensor([3081, 3081])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.",
+ "seed": 6313,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_2/index_3081_seed_6313_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": 1.7421875,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 7.375,
+ "avg": 7.3671875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.",
+ "token_credit_reward": 7.375,
+ "selected_reward": 7.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic, low-angle, side-on tracking shot following an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera focuses on the front wheels with high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers should occasionally gleam under passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image should be dominated by deep black and wet asphalt gray, punctuated by neon magenta and electric blue, conveying a cool, urban atmosphere of power, speed, and luxury.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show moderate clarity issues rather than extreme degradation. There is noticeable motion blur and some color grading inconsistencies that affect perceived sharpness, but the frames remain legible and coherent. The lighting and contrast vary between shots, yet they do not render the scene illegible. Overall, the visual quality is mid-range, with identifiable content and composition intact, though not pristine.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a dark luxury sedan, a low-angle perspective, wet surfaces, and visible wheel activity — which aligns with the intended mood. However, due to limited frame detail and some occlusions, certain prompt specifics (e.g., exact wheel design, logo visibility, and the dramatic water spray) are not consistently verifiable. The alignment is acceptable but not perfect, reflecting a moderate level of correspondence.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the car interacts with wet pavement, reflections respond to lighting, and wheel rotation matches forward motion. No obvious physics violations are detected, and the overall dynamics feel coherent within the given context. Some minor ambiguities remain due to framing, but the overall physical consistency remains solid.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with Visual Quality, Text-to-Video Alignment, and Physical Consistency each landing around a middle score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.7421875,
+ "TA": 2.765625,
+ "MQ": 2.859375,
+ "Overall": 7.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic, low-angle, side-on tracking shot following an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera focuses on the front wheels with high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers should occasionally gleam under passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image should be dominated by deep black and wet asphalt gray, punctuated by neon magenta and electric blue, conveying a cool, urban atmosphere of power, speed, and luxury.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show moderate clarity issues rather than extreme degradation. There is noticeable motion blur and some color grading inconsistencies that affect perceived sharpness, but the frames remain legible and coherent. The lighting and contrast vary between shots, yet they do not render the scene illegible. Overall, the visual quality is mid-range, with identifiable content and composition intact, though not pristine.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a dark luxury sedan, a low-angle perspective, wet surfaces, and visible wheel activity — which aligns with the intended mood. However, due to limited frame detail and some occlusions, certain prompt specifics (e.g., exact wheel design, logo visibility, and the dramatic water spray) are not consistently verifiable. The alignment is acceptable but not perfect, reflecting a moderate level of correspondence.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the car interacts with wet pavement, reflections respond to lighting, and wheel rotation matches forward motion. No obvious physics violations are detected, and the overall dynamics feel coherent within the given context. Some minor ambiguities remain due to framing, but the overall physical consistency remains solid.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with Visual Quality, Text-to-Video Alignment, and Physical Consistency each landing around a middle score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.",
+ "seed": 6314,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_2/index_3081_seed_6314_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.5625,
+ "video_score2_ta": 3.21875,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.",
+ "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 strikingly dynamic, low-angle, side-on tracking shot following an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera focuses on the vehicle's front wheels, with high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers should occasionally gleam under passing streetlights. The wet black tires slice through the puddle at breakneck speed, creating a dramatic fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by headlights and neon lights, should glitter like diamonds. The scene should feature a cool, urban atmosphere with power, speed, and luxury.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable motion blur and some softness that reduce sharpness. The car remains identifiable and lighting/contrast are generally stable across frames, though there are occasional minor artifacts and slight inconsistencies in wheel rendering. The sequence conveys movement, but fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a dark luxury sedan, a low-angle side tracking perspective, visible front wheels with multi-spoke rims, nighttime rain-soaked street setting, and wet reflections on the surface. The wheel rotation and motion cues suggest speed, and the urban, cool-toned aesthetic aligns with the prompt. Some aspects—such as the exact logo visibility and the intensity of the water spray—are present but not always maximally pronounced, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: the car interacts plausibly with the wet surface, reflections behave reasonably, and lighting remains coherent. However, there are subtle inconsistencies in water dynamics and reflections that prevent a higher score, though they do not dominate the perception of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5625,
+ "TA": 3.21875,
+ "MQ": 3.109375,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic, low-angle, side-on tracking shot following an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera focuses on the vehicle's front wheels, with high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers should occasionally gleam under passing streetlights. The wet black tires slice through the puddle at breakneck speed, creating a dramatic fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by headlights and neon lights, should glitter like diamonds. The scene should feature a cool, urban atmosphere with power, speed, and luxury.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable motion blur and some softness that reduce sharpness. The car remains identifiable and lighting/contrast are generally stable across frames, though there are occasional minor artifacts and slight inconsistencies in wheel rendering. The sequence conveys movement, but fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a dark luxury sedan, a low-angle side tracking perspective, visible front wheels with multi-spoke rims, nighttime rain-soaked street setting, and wet reflections on the surface. The wheel rotation and motion cues suggest speed, and the urban, cool-toned aesthetic aligns with the prompt. Some aspects—such as the exact logo visibility and the intensity of the water spray—are present but not always maximally pronounced, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: the car interacts plausibly with the wet surface, reflections behave reasonably, and lighting remains coherent. However, there are subtle inconsistencies in water dynamics and reflections that prevent a higher score, though they do not dominate the perception of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.",
+ "seed": 6315,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_2/index_3081_seed_6315_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.28125,
+ "video_score2_ta": 2.125,
+ "video_score2_mq": 1.40625,
+ "video_score2_overall": 4.8125,
+ "avg": 4.8125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.",
+ "token_credit_reward": 4.8125,
+ "selected_reward": 4.8125,
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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 strikingly dynamic, low-angle, side-on tracking shot following an elegant black Maybach as it speeds through a rain-soaked city street at night. The scene emphasizes the vehicle's front wheels with high-gloss multi-spoke alloy wheels spinning in a blur of dynamic light and shadow, a prominent logo on the wheel center, wet tires slicing through puddles, a dramatic water spray, and a nighttime urban setting with neon lighting and reflections on wet asphalt.\n\nVisual Quality Analysis:\nAcross the sequence, the visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color distortion that wash out details. The car and environment are barely recognizable, and motion blur dominates to the point where wheel spokes and reflections are indistinct. Lighting and contrast are inconsistent, and overall sharpness is missing. The result is a video that is difficult to interpret and lacks credible visual fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures some elements of the prompt (dark car silhouette, wet urban setting, and visible water effects), but the core visual fidelity is compromised. The low-quality rendering obscures critical details such as the exact wheel design, the logo, and precise motion cues, making it hard to confirm full alignment with the prompt. Overall, alignment is limited due to the severe degradation.\n\nPhysical Consistency (Common-sense):\nDespite the poor image quality, the scene preserves plausible physical relationships: the car interacts with wet pavement, water spray behavior appears consistent with high-speed motion, and reflections on wet surfaces follow expected physics. There are no obvious violations of common-sense physics evident in the available cues, though the degraded visuals prevent confident verification of finer interactions.\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": 1.28125,
+ "TA": 2.125,
+ "MQ": 1.40625,
+ "Overall": 4.8125
+ }
+ }
+ ],
+ "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 strikingly dynamic, low-angle, side-on tracking shot following an elegant black Maybach as it speeds through a rain-soaked city street at night. The scene emphasizes the vehicle's front wheels with high-gloss multi-spoke alloy wheels spinning in a blur of dynamic light and shadow, a prominent logo on the wheel center, wet tires slicing through puddles, a dramatic water spray, and a nighttime urban setting with neon lighting and reflections on wet asphalt.\n\nVisual Quality Analysis:\nAcross the sequence, the visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color distortion that wash out details. The car and environment are barely recognizable, and motion blur dominates to the point where wheel spokes and reflections are indistinct. Lighting and contrast are inconsistent, and overall sharpness is missing. The result is a video that is difficult to interpret and lacks credible visual fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures some elements of the prompt (dark car silhouette, wet urban setting, and visible water effects), but the core visual fidelity is compromised. The low-quality rendering obscures critical details such as the exact wheel design, the logo, and precise motion cues, making it hard to confirm full alignment with the prompt. Overall, alignment is limited due to the severe degradation.\n\nPhysical Consistency (Common-sense):\nDespite the poor image quality, the scene preserves plausible physical relationships: the car interacts with wet pavement, water spray behavior appears consistent with high-speed motion, and reflections on wet surfaces follow expected physics. There are no obvious violations of common-sense physics evident in the available cues, though the degraded visuals prevent confident verification of finer interactions.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.",
+ "seed": 6316,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_2/index_3081_seed_6316_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.0,
+ "avg": 9.015625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "strikingly dynamic, low-angle, side-on tracking shot follows an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera's focus is pinpointed on the vehicle's front wheels, their high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers occasionally gleams coldly under the passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and the shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image, dominated by deep black and wet asphalt gray, is punctuated by neon magenta and electric blue, creating a cool, urban atmosphere imbued with power, speed, and luxury.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 2,
+ 1,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic, low-angle, side-on tracking shot following an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera focuses on the vehicle's front wheels, with high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers should occasionally gleam under passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image is dominated by deep black and wet asphalt gray, punctuated by neon magenta and electric blue, conveying a cool, urban atmosphere of power, speed, and luxury.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations that prevent a higher rating. Motion blur is present and contributes to the sense of speed, yet some frames exhibit slight softness or minor artifacting that detracts from overall sharpness. Reflections and wet surfaces are plausible, though not exceptionally rendered across all frames. The sequence remains coherent and stable, but the visual polish does not reach a high-end level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, side-on tracking shot; a dark luxury sedan with distinctive wheels; a rain-soaked urban setting with night lighting; wet tires interacting with puddles; visible spray and droplets; and reflections on the wet surface. While most details align well, a few nuanced aspects such as exact wheel spokes or logo visibility may vary slightly, but they do not substantially undermine the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: tire spray, water dynamics, and reflections are believable, and the car’s motion feels coherent within the environment. However, there are occasional minor inconsistencies in scale or interaction timing that prevent a higher score, though nothing severely breaks realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 2.8125,
+ "MQ": 3.21875,
+ "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 strikingly dynamic, low-angle, side-on tracking shot following an elegant black Maybach as it speeds through a rain-soaked city street at night. The camera focuses on the vehicle's front wheels, with high-gloss multi-spoke alloy wheels spinning at high speed in a blur of dynamic light and shadow. The iconic logo embedded in their centers should occasionally gleam under passing streetlights. The wet black tires slice through the puddle at breakneck speed, violently flinging a vast, spectacular fan-shaped curtain of water to the rear and sides. Countless shimmering droplets, momentarily illuminated by the headlights and shimmering neon lights in the background, glitter like diamonds tossed into the air. In the background, the wet asphalt reflects the cold white light of the streetlights and the iridescent billboards, creating distorted, flowing reflections. The image is dominated by deep black and wet asphalt gray, punctuated by neon magenta and electric blue, conveying a cool, urban atmosphere of power, speed, and luxury.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations that prevent a higher rating. Motion blur is present and contributes to the sense of speed, yet some frames exhibit slight softness or minor artifacting that detracts from overall sharpness. Reflections and wet surfaces are plausible, though not exceptionally rendered across all frames. The sequence remains coherent and stable, but the visual polish does not reach a high-end level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, side-on tracking shot; a dark luxury sedan with distinctive wheels; a rain-soaked urban setting with night lighting; wet tires interacting with puddles; visible spray and droplets; and reflections on the wet surface. While most details align well, a few nuanced aspects such as exact wheel spokes or logo visibility may vary slightly, but they do not substantially undermine the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: tire spray, water dynamics, and reflections are believable, and the car’s motion feels coherent within the environment. However, there are occasional minor inconsistencies in scale or interaction timing that prevent a higher score, though nothing severely breaks realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_3/index_tensor([1465, 1465])_group_3_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_3/index_tensor([1465, 1465])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7bce1731b8c1f9a7a4260fcb3c6550ee08553955
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_3/index_tensor([1465, 1465])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.",
+ "seed": 10758,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_3/index_1465_seed_10758_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 3.8125,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 10.125,
+ "avg": 10.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, medium-shot scene on a deserted subway platform at night featuring an elderly street performer with a well-worn dark fedora, graying hair, and a heavy dark gray wool coat with frayed edges. He plays a brass alto saxophone, with pale fluorescent lighting providing the sole illumination, casting a solitary shadow on a white tiled wall. The performance conveys intense concentration and a melancholic mood within an empty underground space.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in background elements. Lighting remains consistent across shots, and there are no major distortions or abrupt frame-to-frame changes. The sequence appears stable with smooth transitions, though fine details are not always crisp due to the softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a slow, medium-shot framing; a deserted subway platform setting; nighttime ambiance; an elderly performer with a dark fedora and graying hair; a dark coat with frayed edges; and a brass saxophone. The performer’s posture and expression convey concentration, and the scene includes the expected lighting and shadow. Minor deviations exist in exact hand positioning and some accessory details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with believable interaction between the performer and instrument. However, there are subtle inconsistencies in finger placement and hand articulation that prevent perfect realism, though they do not break the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.8125,
+ "MQ": 3.28125,
+ "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 slow, medium-shot scene on a deserted subway platform at night featuring an elderly street performer with a well-worn dark fedora, graying hair, and a heavy dark gray wool coat with frayed edges. He plays a brass alto saxophone, with pale fluorescent lighting providing the sole illumination, casting a solitary shadow on a white tiled wall. The performance conveys intense concentration and a melancholic mood within an empty underground space.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in background elements. Lighting remains consistent across shots, and there are no major distortions or abrupt frame-to-frame changes. The sequence appears stable with smooth transitions, though fine details are not always crisp due to the softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a slow, medium-shot framing; a deserted subway platform setting; nighttime ambiance; an elderly performer with a dark fedora and graying hair; a dark coat with frayed edges; and a brass saxophone. The performer’s posture and expression convey concentration, and the scene includes the expected lighting and shadow. Minor deviations exist in exact hand positioning and some accessory details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with believable interaction between the performer and instrument. However, there are subtle inconsistencies in finger placement and hand articulation that prevent perfect realism, though they do not break the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.",
+ "seed": 10759,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_3/index_1465_seed_10759_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.953125,
+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.0,
+ "avg": 9.96875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, medium-shot scene on a deserted subway platform at night featuring an elderly street performer with a well-worn dark fedora, graying hair, and a heavy dark gray wool coat with frayed edges. He plays a brass alto saxophone, with pale fluorescent lighting providing the sole illumination, casting shadows that contribute to a moody, melancholic atmosphere of extreme loneliness and artistic resilience.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially in background elements. Lighting remains consistent with the cool, artificial subway lighting, and color grading supports the moody palette. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a medium shot, a deserted subway setting, an elderly performer with a dark fedora and graying hair, and a dark coat with frayed edges. The brass saxophone and the act of playing are present, and the lighting and shadows align with the description. Some nuanced details such as the exact finger movements and the depth of emotional expression are not fully realized, but the core alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, instrument handling, and environmental interactions, with no obvious physics violations. However, there are minor inconsistencies in subtle hand positioning and shading that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.953125,
+ "TA": 3.859375,
+ "MQ": 3.15625,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, medium-shot scene on a deserted subway platform at night featuring an elderly street performer with a well-worn dark fedora, graying hair, and a heavy dark gray wool coat with frayed edges. He plays a brass alto saxophone, with pale fluorescent lighting providing the sole illumination, casting shadows that contribute to a moody, melancholic atmosphere of extreme loneliness and artistic resilience.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially in background elements. Lighting remains consistent with the cool, artificial subway lighting, and color grading supports the moody palette. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a medium shot, a deserted subway setting, an elderly performer with a dark fedora and graying hair, and a dark coat with frayed edges. The brass saxophone and the act of playing are present, and the lighting and shadows align with the description. Some nuanced details such as the exact finger movements and the depth of emotional expression are not fully realized, but the core alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, instrument handling, and environmental interactions, with no obvious physics violations. However, there are minor inconsistencies in subtle hand positioning and shading that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 10760,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_3/index_1465_seed_10760_dp_7_rank_14_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 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 slow, medium-shot scene on a deserted subway platform at night featuring an elderly street performer with a well-worn dark fedora, graying hair, and a heavy dark gray wool coat with frayed edges. He plays a brass alto saxophone, with pale fluorescent lighting providing the sole illumination, creating a moody, melancholic atmosphere of extreme loneliness and artistic resilience.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur that reduces fine detail but does not obscure the main subject. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a slow, medium-shot framing; a deserted subway platform setting; nighttime ambiance; an elderly performer with a dark fedora and graying hair; a dark gray coat with frayed edges; and a brass saxophone. The performer’s closed eyes and posture convey concentration, and the instrument is held and played in a believable manner. Some very specific prompt details, such as the precise color temperature of the fluorescent lighting and the exact texture of the coat, are not perfectly matched, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the performer’s stance while playing, hand positioning on the saxophone, and interaction with the instrument feel believable. There are minor inconsistencies in finger placement and subtle timing cues that prevent a perfect match to real-world performance, but nothing that breaks the overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.6875,
+ "MQ": 3.375,
+ "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 slow, medium-shot scene on a deserted subway platform at night featuring an elderly street performer with a well-worn dark fedora, graying hair, and a heavy dark gray wool coat with frayed edges. He plays a brass alto saxophone, with pale fluorescent lighting providing the sole illumination, creating a moody, melancholic atmosphere of extreme loneliness and artistic resilience.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur that reduces fine detail but does not obscure the main subject. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a slow, medium-shot framing; a deserted subway platform setting; nighttime ambiance; an elderly performer with a dark fedora and graying hair; a dark gray coat with frayed edges; and a brass saxophone. The performer’s closed eyes and posture convey concentration, and the instrument is held and played in a believable manner. Some very specific prompt details, such as the precise color temperature of the fluorescent lighting and the exact texture of the coat, are not perfectly matched, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the performer’s stance while playing, hand positioning on the saxophone, and interaction with the instrument feel believable. There are minor inconsistencies in finger placement and subtle timing cues that prevent a perfect match to real-world performance, but nothing that breaks the overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.",
+ "seed": 10761,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_3/index_1465_seed_10761_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.875,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 10.1875,
+ "avg": 10.15625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, medium shot takes us to a deserted subway platform late at night. An elderly street performer takes center stage, wearing a well-worn, dark fedora, his graying hair tangled from beneath its brim. His face is lined with wrinkles as deep as a map. Clad in a heavy, dark gray wool coat with frayed edges, he closes his eyes in concentration, completely absorbed in the brass alto saxophone he holds. A few pale fluorescent lights on the ceiling provide the sole source of light, their cold, vertical beams illuminating his cheeks, which puff slightly from his intense playing, and casting a solitary, elongated shadow on the white tiled wall behind him. His fingers dance skillfully and briskly across the mother-of-pearl keys, warmed by constant use, his body swaying gently to the melancholic melody he produces. The melodious and slightly sad saxophone music echoes clearly in the empty underground space, interweaving with the faint sound of wind coming from the distant tunnel. The whole scene, set against the backdrop of cold colors, creates a quiet atmosphere of extreme loneliness yet full of artistic resilience.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, medium-shot scene on a deserted subway platform at night featuring an elderly street performer with a well-worn dark fedora, graying hair, and a heavy dark gray wool coat with frayed edges. He plays a brass alto saxophone while closing his eyes in concentration, with pale fluorescent lighting providing the sole illumination and casting a shadow on a white tiled wall. The scene conveys a quiet, melancholic mood of extreme loneliness and artistic resilience.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur that reduce sharpness. Lighting remains consistent with the cool, artificial subway illumination, and color grading supports the moody palette. There are no major distortions or artifacts, and transitions between frames are smooth. The slight softness lowers crispness but does not undermine overall coherence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a slow, medium-shot framing; a deserted subway platform at night; an elderly performer with a dark fedora and graying hair; a dark coat with frayed edges; a brass saxophone; the performer appears to be playing with eyes closed; pale fluorescent lighting provides the sole light source; a shadow on a white tiled wall; and a subdued, melancholic atmosphere. Minor deviations exist in fine-grained details such as exact finger placement and subtle facial nuances, but these do not significantly detract from the overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy: the performer’s posture and hand positions around the instrument look believable, and the lighting/shadows align with the environment. However, there are small inconsistencies in finger placement and facial expression that prevent a higher level of realism, though they do not break the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.875,
+ "MQ": 3.234375,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, medium-shot scene on a deserted subway platform at night featuring an elderly street performer with a well-worn dark fedora, graying hair, and a heavy dark gray wool coat with frayed edges. He plays a brass alto saxophone while closing his eyes in concentration, with pale fluorescent lighting providing the sole illumination and casting a shadow on a white tiled wall. The scene conveys a quiet, melancholic mood of extreme loneliness and artistic resilience.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur that reduce sharpness. Lighting remains consistent with the cool, artificial subway illumination, and color grading supports the moody palette. There are no major distortions or artifacts, and transitions between frames are smooth. The slight softness lowers crispness but does not undermine overall coherence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a slow, medium-shot framing; a deserted subway platform at night; an elderly performer with a dark fedora and graying hair; a dark coat with frayed edges; a brass saxophone; the performer appears to be playing with eyes closed; pale fluorescent lighting provides the sole light source; a shadow on a white tiled wall; and a subdued, melancholic atmosphere. Minor deviations exist in fine-grained details such as exact finger placement and subtle facial nuances, but these do not significantly detract from the overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy: the performer’s posture and hand positions around the instrument look believable, and the lighting/shadows align with the environment. However, there are small inconsistencies in finger placement and facial expression that prevent a higher level of realism, though they do not break the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_4/index_tensor([5832, 5832])_group_4_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_4/index_tensor([5832, 5832])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c3db5d1208d5f5347083371363fecb08e2de61f
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_4/index_tensor([5832, 5832])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.",
+ "seed": 8831,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_4/index_5832_seed_8831_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 10.75,
+ "avg": 10.71875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.",
+ "token_credit_reward": 10.75,
+ "selected_reward": 10.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but exhibit some softness and minor artifacts that prevent a higher-fidelity look. The sequence remains reasonably smooth with stable lighting and color balance, though occasional compression noise or subtle banding can be observed. The imagery is coherent and aesthetically pleasing, but it does not reach high-end sharpness or pristine detail.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle drone-like perspective, a gradual rightward glide, and a visible ski-run path with serpentine contours and two parallel grooves. The scene conveys a vast, pristine mountain environment with late-afternoon illumination and dramatic shadows. Some nuanced details—such as the exact texture of the wind-swept snow and the precise motion dynamics—are present but not perfectly matched, leaving room for minor deviations from the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: snow behavior, lighting, and terrain geometry appear believable. However, there are a few subtle inconsistencies in snow texture dynamics and shadow interactions that prevent a perfect match to real-world expectations, though they do not break 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": 3.265625,
+ "TA": 3.796875,
+ "MQ": 3.65625,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but exhibit some softness and minor artifacts that prevent a higher-fidelity look. The sequence remains reasonably smooth with stable lighting and color balance, though occasional compression noise or subtle banding can be observed. The imagery is coherent and aesthetically pleasing, but it does not reach high-end sharpness or pristine detail.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle drone-like perspective, a gradual rightward glide, and a visible ski-run path with serpentine contours and two parallel grooves. The scene conveys a vast, pristine mountain environment with late-afternoon illumination and dramatic shadows. Some nuanced details—such as the exact texture of the wind-swept snow and the precise motion dynamics—are present but not perfectly matched, leaving room for minor deviations from the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: snow behavior, lighting, and terrain geometry appear believable. However, there are a few subtle inconsistencies in snow texture dynamics and shadow interactions that prevent a perfect match to real-world expectations, though they do not break 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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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable rendering, but they do not reach high-end sharpness or ultra-fine detail. There are no obvious artifacts or distortions, and color/contrast remain generally consistent, though some distant areas exhibit mild softness that slightly reduces perceived realism. The sequence remains coherent and visually acceptable, but it does not exhibit exceptional visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle drone-like perspective, a gradual rightward glide, and a serpentine ski track through a pristine, snow-covered mountain environment. The lighting conveys late-afternoon tones with dramatic shadows, and the track edges catch bright light as described. Minor deviations exist in the exact geometry of the track and in the precise timing of the camera motion, but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). Snow dynamics, lighting interactions, and terrain geometry align with real-world expectations, producing a believable winter landscape. The scene maintains plausible physics and environmental coherence throughout, with only very minor inconsistencies that do not undermine overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.578125,
+ "TA": 3.859375,
+ "MQ": 3.78125,
+ "Overall": 11.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable rendering, but they do not reach high-end sharpness or ultra-fine detail. There are no obvious artifacts or distortions, and color/contrast remain generally consistent, though some distant areas exhibit mild softness that slightly reduces perceived realism. The sequence remains coherent and visually acceptable, but it does not exhibit exceptional visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle drone-like perspective, a gradual rightward glide, and a serpentine ski track through a pristine, snow-covered mountain environment. The lighting conveys late-afternoon tones with dramatic shadows, and the track edges catch bright light as described. Minor deviations exist in the exact geometry of the track and in the precise timing of the camera motion, but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). Snow dynamics, lighting interactions, and terrain geometry align with real-world expectations, producing a believable winter landscape. The scene maintains plausible physics and environmental coherence throughout, with only very minor inconsistencies that do not undermine overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.",
+ "seed": 8833,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_4/index_5832_seed_8833_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 3.640625,
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+ "video_score2_overall": 10.5,
+ "avg": 10.46875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.",
+ "token_credit_reward": 10.5,
+ "selected_reward": 10.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.\"\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show decent clarity and color, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity impression. The sequence remains stable with smooth motion, yet some distant details lack sharpness, keeping the overall quality in the mid range.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the panoramic high-angle drone perspective, the gradual rightward glide, and the depiction of a lone ski run through a vast, pristine mountainous environment. The serpentine track, two parallel grooves, and the contrast between the track and surrounding snow align well with the description. Some nuanced lighting cues and the exact dynamics of light interaction are not fully realized, but the core elements and composition closely match the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and terrain geometry, with coherent snow behavior and track formation. However, there are minor inconsistencies in lighting direction and shadow relationships relative to the sun angle, which slightly reduce realism. Overall, the dynamics feel believable, though not perfectly aligned with every detail of the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
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+ },
+ "soft_scores": {
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+ "TA": 3.640625,
+ "MQ": 3.53125,
+ "Overall": 10.5
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.\"\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show decent clarity and color, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity impression. The sequence remains stable with smooth motion, yet some distant details lack sharpness, keeping the overall quality in the mid range.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the panoramic high-angle drone perspective, the gradual rightward glide, and the depiction of a lone ski run through a vast, pristine mountainous environment. The serpentine track, two parallel grooves, and the contrast between the track and surrounding snow align well with the description. Some nuanced lighting cues and the exact dynamics of light interaction are not fully realized, but the core elements and composition closely match the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and terrain geometry, with coherent snow behavior and track formation. However, there are minor inconsistencies in lighting direction and shadow relationships relative to the sun angle, which slightly reduce realism. Overall, the dynamics feel believable, though not perfectly aligned with every detail of the prompt.\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": 8834,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_4/index_5832_seed_8834_dp_9_rank_18_sample_3_slot_1.mp4",
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+ "video_score2_overall": 10.5,
+ "avg": 10.46875,
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+ "question": "From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.",
+ "token_credit_reward": 10.5,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the snowy landscape, but there are noticeable softness and some blur that reduce sharpness. The sequence remains smooth with no major artifacts, and color grading yields a pleasant winter palette with good contrast between snow and sky. While not pristine, the imagery is coherent and visually acceptable.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle drone-like perspective, a gradual rightward glide, and a serpentine ski track through a vast, pristine mountain environment with visible parallel grooves. The lighting conveys late-afternoon warmth and long shadows, contributing to the intended mood. Minor deviations exist in the exact geometry of the track and in the intensity of the crystalline highlights, but these do not substantially detract from the faithful representation of the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible physics: snow behavior, lighting direction, and scale relationships feel believable. There are small inconsistencies in the track’s curvature and the distribution of surface details, which slightly temper realism but do not break overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.15625,
+ "TA": 3.703125,
+ "MQ": 3.609375,
+ "Overall": 10.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a panoramic high-angle drone perspective, the camera slowly and steadily glides right, tracing the path of a lone ski run carved into a vast, pristine mountainside covered in deep, untouched powder snow. The track itself is a delicate serpentine line, a graceful S-curve along the steep slope, its two parallel grooves sharply defined against the otherwise pristine white canvas. The low-angle rays of the late afternoon sun illuminate the scene, casting long, dramatic shadows of deep cobalt blue, sculpting the contours of the terrain and imbuing the windswept snow with texture. The surface shimmers with millions of crystalline highlights, while the edges of the track catch bright light, contrasting sharply with the shadowy recesses. The camera's leisurely, majestic movement across this vast, silent landscape emphasizes a profound sense of majestic solitude and serene beauty, creating a breathtaking atmosphere of quiet contemplation at the heart of nature's grandeur.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the snowy landscape, but there are noticeable softness and some blur that reduce sharpness. The sequence remains smooth with no major artifacts, and color grading yields a pleasant winter palette with good contrast between snow and sky. While not pristine, the imagery is coherent and visually acceptable.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle drone-like perspective, a gradual rightward glide, and a serpentine ski track through a vast, pristine mountain environment with visible parallel grooves. The lighting conveys late-afternoon warmth and long shadows, contributing to the intended mood. Minor deviations exist in the exact geometry of the track and in the intensity of the crystalline highlights, but these do not substantially detract from the faithful representation of the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible physics: snow behavior, lighting direction, and scale relationships feel believable. There are small inconsistencies in the track’s curvature and the distribution of surface details, which slightly temper realism but do not break overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_5/index_tensor([3357, 3357])_group_5_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_5/index_tensor([3357, 3357])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f421227e4506cc2bbd58bbd4ffa3845b693e3c8
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_5/index_tensor([3357, 3357])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, menacing low-angle shot captures a grotesque, cube-shaped, gelatinous Hunter, suspended in abyssal, inky darkness. The entire scene is imbued with the vibrant, jagged energy of a Todd McFarlane painting, as dramatic backlighting from an unseen source carves the creature's menacing silhouette from the void. The Hunter's core is a translucent, bile-colored cube of jelly, its surface shimmering with moisture, its form subtly contracting and expanding with a life of its own. From its mass, a tangle of muscular tentacles erupts, each a black, veined muscle, taut and vibrating with contained energy, poised to strike decisively. These appendages are rendered in sharp, angular highlights and deep, inky shadows, culminating in carapace-like, razor-sharp barbs. The harsh backlight penetrates the edges of the gelatinous body, refracting through its dark interior to illuminate the swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.",
+ "seed": 32578,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_5/index_3357_seed_32578_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.09375,
+ "video_score2_ta": 2.078125,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.125,
+ "avg": 8.078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, menacing low-angle shot captures a grotesque, cube-shaped, gelatinous Hunter, suspended in abyssal, inky darkness. The entire scene is imbued with the vibrant, jagged energy of a Todd McFarlane painting, as dramatic backlighting from an unseen source carves the creature's menacing silhouette from the void. The Hunter's core is a translucent, bile-colored cube of jelly, its surface shimmering with moisture, its form subtly contracting and expanding with a life of its own. From its mass, a tangle of muscular tentacles erupts, each a black, veined muscle, taut and vibrating with contained energy, poised to strike decisively. These appendages are rendered in sharp, angular highlights and deep, inky shadows, culminating in carapace-like, razor-sharp barbs. The harsh backlight penetrates the edges of the gelatinous body, refracting through its dark interior to illuminate the swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, menacing low-angle shot featuring a grotesque, cube-shaped, gelatinous hunter suspended in abyssal, inky darkness. It envisions a vivid, jagged energy reminiscent of a Todd McFarlane painting, with dramatic backlighting carving the creature's silhouette from the void. The hunter's core is depicted as a translucent, bile-colored cube of jelly, shimmering with moisture, with a life of its own. From this mass, muscular tentacles should erupt, each a black, veined muscle, taut and vibrant with contained energy, ready to strike. The scene should include carapace-like, razor-sharp barbs, with harsh backlighting penetrating the edges to reveal swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate, yet some fine textures and edge definition are limited by compression and stylization. The central green cube remains identifiable, and the red/orange spiky motifs are present, but overall texture richness and micro-details are modest. Lighting and contrast are consistent enough to maintain a moody vibe, though the dramatic backlighting described in the prompt is not fully realized. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—menacing mood, a low-angle composition, and a cube-shaped, gelatinous figure with a translucent appearance and embedded energy. However, key aspects are underrepresented or missing: the dramatic, tangle-like tentacle eruption and the explicit carapace/barb features are not clearly depicted, and the intended dynamic, pulsating motion is not convincingly conveyed. The alignment is partial, reflecting a moderate level of fidelity to the original concept.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence within a fantastical framework. The creature’s form, lighting, and material cues (gelatinous texture, embedded energy) behave in a way that supports a plausible fantasy narrative, even if some details diverge from literal realism. Overall, physical consistency is acceptable but not strongly grounded in real-world physics, aligning with a moderate score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
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+ "MQ": 2.90625,
+ "Overall": 8.125
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, menacing low-angle shot featuring a grotesque, cube-shaped, gelatinous hunter suspended in abyssal, inky darkness. It envisions a vivid, jagged energy reminiscent of a Todd McFarlane painting, with dramatic backlighting carving the creature's silhouette from the void. The hunter's core is depicted as a translucent, bile-colored cube of jelly, shimmering with moisture, with a life of its own. From this mass, muscular tentacles should erupt, each a black, veined muscle, taut and vibrant with contained energy, ready to strike. The scene should include carapace-like, razor-sharp barbs, with harsh backlighting penetrating the edges to reveal swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate, yet some fine textures and edge definition are limited by compression and stylization. The central green cube remains identifiable, and the red/orange spiky motifs are present, but overall texture richness and micro-details are modest. Lighting and contrast are consistent enough to maintain a moody vibe, though the dramatic backlighting described in the prompt is not fully realized. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—menacing mood, a low-angle composition, and a cube-shaped, gelatinous figure with a translucent appearance and embedded energy. However, key aspects are underrepresented or missing: the dramatic, tangle-like tentacle eruption and the explicit carapace/barb features are not clearly depicted, and the intended dynamic, pulsating motion is not convincingly conveyed. The alignment is partial, reflecting a moderate level of fidelity to the original concept.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence within a fantastical framework. The creature’s form, lighting, and material cues (gelatinous texture, embedded energy) behave in a way that supports a plausible fantasy narrative, even if some details diverge from literal realism. Overall, physical consistency is acceptable but not strongly grounded in real-world physics, aligning with a moderate score.\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": 32579,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_5/index_3357_seed_32579_dp_10_rank_20_sample_1_slot_1.mp4",
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+ "video_score2_vq": 2.78125,
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+ "video_score2_overall": 7.96875,
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+ "token_credit_reward": 7.96875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, menacing low-angle shot featuring a grotesque cube-shaped gelatinous hunter suspended in inky darkness, with a vibrant, jagged energy reminiscent of a Todd McFarlane painting. It envisions dramatic backlighting carving the creature's silhouette from the void, a translucent, bile-colored cube with shimmering moisture, and a tangle of muscular tentacles erupting from the mass, each a black, veined muscle, taut and ready to strike. The scene should culminate in razor-sharp barbs and a high-contrast, terrifying atmosphere of spiraling, imminent violence.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a green cube with flowing patterns and some tentacle-like structures emerging from it. The overall rendering is coherent but not highly refined; there are occasional soft edges and minor artifacting that reduce crispness. The lighting and contrast are present but do not consistently deliver the dramatic, high-contrast feel described in the prompt. The motion between frames is limited, giving a somewhat static impression rather than a dynamic sequence. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a cube-shaped, gelatinous figure with flowing surfaces, a dark background, and some tentacle-like protrusions. However, several aspects are underdeveloped or missing: the dramatic low-angle composition and the intended dynamic energy are not fully realized, and the overall motion remains restrained. The alignment is acceptable but not strong, reflecting a mid-level correspondence (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence: the cube’s translucent, gel-like material and the way light interacts with its surface are plausible within a fantasy context, and the tentacle-like protrusions behave in a manner consistent with the creature’s form. There are no obvious logical contradictions, though the dynamics could be more pronounced to enhance believability. 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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+ }
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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 static, menacing low-angle shot featuring a grotesque cube-shaped gelatinous hunter suspended in inky darkness, with a vibrant, jagged energy reminiscent of a Todd McFarlane painting. It envisions dramatic backlighting carving the creature's silhouette from the void, a translucent, bile-colored cube with shimmering moisture, and a tangle of muscular tentacles erupting from the mass, each a black, veined muscle, taut and ready to strike. The scene should culminate in razor-sharp barbs and a high-contrast, terrifying atmosphere of spiraling, imminent violence.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a green cube with flowing patterns and some tentacle-like structures emerging from it. The overall rendering is coherent but not highly refined; there are occasional soft edges and minor artifacting that reduce crispness. The lighting and contrast are present but do not consistently deliver the dramatic, high-contrast feel described in the prompt. The motion between frames is limited, giving a somewhat static impression rather than a dynamic sequence. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a cube-shaped, gelatinous figure with flowing surfaces, a dark background, and some tentacle-like protrusions. However, several aspects are underdeveloped or missing: the dramatic low-angle composition and the intended dynamic energy are not fully realized, and the overall motion remains restrained. The alignment is acceptable but not strong, reflecting a mid-level correspondence (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence: the cube’s translucent, gel-like material and the way light interacts with its surface are plausible within a fantasy context, and the tentacle-like protrusions behave in a manner consistent with the creature’s form. There are no obvious logical contradictions, though the dynamics could be more pronounced to enhance believability. 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": 32580,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_5/index_3357_seed_32580_dp_11_rank_22_sample_2_slot_0.mp4",
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+ "token_credit_reward": 7.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, menacing low-angle shot featuring a grotesque, cube-shaped, gelatinous hunter suspended in abyssal, inky darkness. It envisions a vibrant, jagged energy reminiscent of a Todd McFarlane painting, with dramatic backlighting carving the creature's silhouette from the void. The core should be a translucent, bile-colored cube of jelly, shimmering with moisture, with tentacles erupting from its mass — black, veined, taut, and ready to strike. The scene should have a high-contrast, terrifying atmosphere with spiraling, imminent violence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not outstanding. The resolution is adequate and the lighting creates strong contrast, yet some frames show mild softness or artifacting that slightly reduces perceived sharpness. The glow and energy effects are present but not consistently crisp across all frames. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt (menacing mood, low-angle framing, a central glowing cube, and a dark, high-contrast palette). However, certain aspects are only partially realized: the cube’s morphology is ambiguous at times, and the depiction of a true “gelatinous” texture is not strongly established throughout. The alignment is acceptable but not fully faithful to every detail of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the creature’s silhouette, energy dynamics, and lighting behave in a plausible, self-consistent manner. There are no obvious violations of basic physics or common-sense expectations, though some stylistic choices introduce minor ambiguities in texture and motion cues.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate visual quality, reasonable alignment to the prompt, and solid internal consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.828125,
+ "TA": 1.9765625,
+ "MQ": 2.890625,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, menacing low-angle shot featuring a grotesque, cube-shaped, gelatinous hunter suspended in abyssal, inky darkness. It envisions a vibrant, jagged energy reminiscent of a Todd McFarlane painting, with dramatic backlighting carving the creature's silhouette from the void. The core should be a translucent, bile-colored cube of jelly, shimmering with moisture, with tentacles erupting from its mass — black, veined, taut, and ready to strike. The scene should have a high-contrast, terrifying atmosphere with spiraling, imminent violence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not outstanding. The resolution is adequate and the lighting creates strong contrast, yet some frames show mild softness or artifacting that slightly reduces perceived sharpness. The glow and energy effects are present but not consistently crisp across all frames. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt (menacing mood, low-angle framing, a central glowing cube, and a dark, high-contrast palette). However, certain aspects are only partially realized: the cube’s morphology is ambiguous at times, and the depiction of a true “gelatinous” texture is not strongly established throughout. The alignment is acceptable but not fully faithful to every detail of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the creature’s silhouette, energy dynamics, and lighting behave in a plausible, self-consistent manner. There are no obvious violations of basic physics or common-sense expectations, though some stylistic choices introduce minor ambiguities in texture and motion cues.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate visual quality, reasonable alignment to the prompt, and solid internal consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, menacing low-angle shot captures a grotesque, cube-shaped, gelatinous Hunter, suspended in abyssal, inky darkness. The entire scene is imbued with the vibrant, jagged energy of a Todd McFarlane painting, as dramatic backlighting from an unseen source carves the creature's menacing silhouette from the void. The Hunter's core is a translucent, bile-colored cube of jelly, its surface shimmering with moisture, its form subtly contracting and expanding with a life of its own. From its mass, a tangle of muscular tentacles erupts, each a black, veined muscle, taut and vibrating with contained energy, poised to strike decisively. These appendages are rendered in sharp, angular highlights and deep, inky shadows, culminating in carapace-like, razor-sharp barbs. The harsh backlight penetrates the edges of the gelatinous body, refracting through its dark interior to illuminate the swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.",
+ "seed": 32581,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_5/index_3357_seed_32581_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.671875,
+ "video_score2_ta": 2.40625,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 7.9375,
+ "avg": 7.96875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, menacing low-angle shot captures a grotesque, cube-shaped, gelatinous Hunter, suspended in abyssal, inky darkness. The entire scene is imbued with the vibrant, jagged energy of a Todd McFarlane painting, as dramatic backlighting from an unseen source carves the creature's menacing silhouette from the void. The Hunter's core is a translucent, bile-colored cube of jelly, its surface shimmering with moisture, its form subtly contracting and expanding with a life of its own. From its mass, a tangle of muscular tentacles erupts, each a black, veined muscle, taut and vibrating with contained energy, poised to strike decisively. These appendages are rendered in sharp, angular highlights and deep, inky shadows, culminating in carapace-like, razor-sharp barbs. The harsh backlight penetrates the edges of the gelatinous body, refracting through its dark interior to illuminate the swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.",
+ "token_credit_reward": 7.9375,
+ "selected_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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, menacing low-angle shot featuring a grotesque, cube-shaped, gelatinous hunter suspended in inky darkness. It envisions a vibrant, jagged energy reminiscent of a Todd McFarlane painting, with dramatic backlighting carving the creature's silhouette from the void. The core should be a translucent, bile-colored cube of jelly, shimmering with moisture, with form that subtly contracts and expands. From this mass, muscular tentacles should erupt, each a black, veined muscle, taut and vibrant with contained energy, poised to strike. The scene should include carapace-like, razor-sharp barbs, with harsh backlighting penetrating the edges to reveal swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a green/yellow cube with jagged protrusions and a dark background. The rendering is coherent but remains clearly stylized rather than photorealistic. There is some internal motion and lighting variation, yet overall texture detail and depth are moderate. The result reads as a consistent artistic direction rather than a highly detailed or physically accurate depiction. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements—static framing, low-angle perspective, a cube-shaped form, gelatinous texture, and a dark, moody ambiance with jagged energy. However, key aspects such as the explicit muscular tentacle dynamics, the carapace-like barbs, and the intense, spiraling motion are not convincingly realized. The alignment is partial and stylized, yielding a moderate correspondence to the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe piece maintains internal coherence within its stylized fantasy framework. The cube’s translucency, the way energy flows, and the interaction between light and form follow a consistent logic, even if it diverges from real-world physics. This results in a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.671875,
+ "TA": 2.40625,
+ "MQ": 2.890625,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, menacing low-angle shot featuring a grotesque, cube-shaped, gelatinous hunter suspended in inky darkness. It envisions a vibrant, jagged energy reminiscent of a Todd McFarlane painting, with dramatic backlighting carving the creature's silhouette from the void. The core should be a translucent, bile-colored cube of jelly, shimmering with moisture, with form that subtly contracts and expands. From this mass, muscular tentacles should erupt, each a black, veined muscle, taut and vibrant with contained energy, poised to strike. The scene should include carapace-like, razor-sharp barbs, with harsh backlighting penetrating the edges to reveal swirling, blurred shapes within, creating a high-contrast, terrifying atmosphere of spiraling, imminent violence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a green/yellow cube with jagged protrusions and a dark background. The rendering is coherent but remains clearly stylized rather than photorealistic. There is some internal motion and lighting variation, yet overall texture detail and depth are moderate. The result reads as a consistent artistic direction rather than a highly detailed or physically accurate depiction. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements—static framing, low-angle perspective, a cube-shaped form, gelatinous texture, and a dark, moody ambiance with jagged energy. However, key aspects such as the explicit muscular tentacle dynamics, the carapace-like barbs, and the intense, spiraling motion are not convincingly realized. The alignment is partial and stylized, yielding a moderate correspondence to the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe piece maintains internal coherence within its stylized fantasy framework. The cube’s translucency, the way energy flows, and the interaction between light and form follow a consistent logic, even if it diverges from real-world physics. This results in a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_7/index_tensor([9334, 9334])_group_7_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_7/index_tensor([9334, 9334])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c698b293872a79e108f431bdbf9457fb0f2bf03
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_7/index_tensor([9334, 9334])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.",
+ "seed": 26017,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_7/index_9334_seed_26017_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.921875,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 11.1875,
+ "avg": 11.203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.",
+ "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 an extreme macro close-up focusing on a new fern leaf as it slowly unfurls from its signature curl, with a vibrant emerald color and a delicate dewdrop hanging from the tip. The scene is set in soft, misty golden light reminiscent of dawn, with a blurred forest backdrop and a sense of gentle movement as a breeze passes over the leaf.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro close-up is convincing, with sharp detail on the leaf and the dewdrop, and a pleasing bokeh in the background. Lighting is warm and diffused, contributing to a natural look. There are no obvious artifacts or distortions, and color rendition is natural with good contrast between the leaf and the droplet. However, there is very little motion between frames, giving a near-static feel rather than a dynamic sequence. This limited temporal variation reduces the perceived motion quality but does not undermine the static image quality. Overall, Visual Quality is strong (4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt: an extreme macro close-up, a still camera, a focus on a young fern leaf, and a visible dewdrop. The leaf texture and the droplet appearance align with the description, and the lighting matches the warm, misty atmosphere. However, the dynamic aspects described in the prompt—gradual unfolding, subtle breeze-induced movement, and light flowing across the surface—are not realized in the footage. The result is a moderate alignment overall (3/5): core visuals are present, but the expected motion and atmospheric dynamics are underrepresented.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the dewdrop hangs naturally from the leaf tip, the leaf texture and translucency are believable, and the lighting remains consistent with a dawn setting. There are no evident physical contradictions. The lack of motion does not introduce any inconsistency; it simply limits the depiction of dynamic realism. Overall, Physical Consistency is high (4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.921875,
+ "TA": 3.28125,
+ "MQ": 4.0,
+ "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 an extreme macro close-up focusing on a new fern leaf as it slowly unfurls from its signature curl, with a vibrant emerald color and a delicate dewdrop hanging from the tip. The scene is set in soft, misty golden light reminiscent of dawn, with a blurred forest backdrop and a sense of gentle movement as a breeze passes over the leaf.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The macro close-up is convincing, with sharp detail on the leaf and the dewdrop, and a pleasing bokeh in the background. Lighting is warm and diffused, contributing to a natural look. There are no obvious artifacts or distortions, and color rendition is natural with good contrast between the leaf and the droplet. However, there is very little motion between frames, giving a near-static feel rather than a dynamic sequence. This limited temporal variation reduces the perceived motion quality but does not undermine the static image quality. Overall, Visual Quality is strong (4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt: an extreme macro close-up, a still camera, a focus on a young fern leaf, and a visible dewdrop. The leaf texture and the droplet appearance align with the description, and the lighting matches the warm, misty atmosphere. However, the dynamic aspects described in the prompt—gradual unfolding, subtle breeze-induced movement, and light flowing across the surface—are not realized in the footage. The result is a moderate alignment overall (3/5): core visuals are present, but the expected motion and atmospheric dynamics are underrepresented.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the dewdrop hangs naturally from the leaf tip, the leaf texture and translucency are believable, and the lighting remains consistent with a dawn setting. There are no evident physical contradictions. The lack of motion does not introduce any inconsistency; it simply limits the depiction of dynamic realism. Overall, Physical Consistency is high (4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.",
+ "seed": 26018,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_7/index_9334_seed_26018_dp_14_rank_28_sample_1_slot_1.mp4",
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+ "video_score2_overall": 11.5625,
+ "avg": 11.5625,
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+ "question": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.",
+ "token_credit_reward": 11.5625,
+ "selected_reward": 11.5625,
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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 macro close-up focusing on a new fern leaf as it slowly unfurls from its signature curl, with a vibrant emerald color, fine white hairs, and a dewdrop suspended at the tip. The scene is lit by soft, misty golden light reminiscent of dawn, and a barely perceptible breeze should introduce a subtle tremor that affects both the leaf and the dewdrop. A thick morning mist swirls in the background, obscuring everything except the soft mossy tones, conveying a mood of profound tranquility and new hope.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the prompt. The sequence presents a convincing extreme macro with sharp detail on the leaf and dewdrop, natural color rendition, and a pleasing depth of field. Lighting is warm and diffused, contributing to a tranquil atmosphere. There are no major artifacts or distortions, and motion remains smooth across the sequence. However, there are minor imperfections (e.g., occasional slight softness in distant background elements and very mild exposure variation) that prevent a perfect top-tier score. On balance, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt requirements: extreme macro close-up, still camera, precise focus on a new fern leaf, visible unfurling curl, vibrant emerald color, fine white hairs, dewdrop at the tip, soft misty golden light, and a gentle breeze producing a subtle tremor. The alignment is strong overall, with all major elements present. A few nuanced aspects—such as the exact timing of the leaf’s unfurling and the precise interaction between the dewdrop and wind—are not perfectly synchronized, but they do not significantly detract from the overall fidelity. Overall Text-to-Video Alignment is rated 4/5.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the dewdrop remains attached to the leaf tip under gentle wind, light interacts with the dewdrop in a believable manner, and the leaf responds with a subtle, organic motion. The environmental cues (mist, lighting, texture) support a coherent, physically plausible moment. While the dynamics are generally convincing, there are minor inconsistencies in micro-motions and environmental interactions that prevent a perfect 5/5. Overall Physical Consistency is rated 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": 3.71875,
+ "TA": 3.8125,
+ "MQ": 4.03125,
+ "Overall": 11.5625
+ }
+ }
+ ],
+ "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 macro close-up focusing on a new fern leaf as it slowly unfurls from its signature curl, with a vibrant emerald color, fine white hairs, and a dewdrop suspended at the tip. The scene is lit by soft, misty golden light reminiscent of dawn, and a barely perceptible breeze should introduce a subtle tremor that affects both the leaf and the dewdrop. A thick morning mist swirls in the background, obscuring everything except the soft mossy tones, conveying a mood of profound tranquility and new hope.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the prompt. The sequence presents a convincing extreme macro with sharp detail on the leaf and dewdrop, natural color rendition, and a pleasing depth of field. Lighting is warm and diffused, contributing to a tranquil atmosphere. There are no major artifacts or distortions, and motion remains smooth across the sequence. However, there are minor imperfections (e.g., occasional slight softness in distant background elements and very mild exposure variation) that prevent a perfect top-tier score. On balance, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt requirements: extreme macro close-up, still camera, precise focus on a new fern leaf, visible unfurling curl, vibrant emerald color, fine white hairs, dewdrop at the tip, soft misty golden light, and a gentle breeze producing a subtle tremor. The alignment is strong overall, with all major elements present. A few nuanced aspects—such as the exact timing of the leaf’s unfurling and the precise interaction between the dewdrop and wind—are not perfectly synchronized, but they do not significantly detract from the overall fidelity. Overall Text-to-Video Alignment is rated 4/5.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the dewdrop remains attached to the leaf tip under gentle wind, light interacts with the dewdrop in a believable manner, and the leaf responds with a subtle, organic motion. The environmental cues (mist, lighting, texture) support a coherent, physically plausible moment. While the dynamics are generally convincing, there are minor inconsistencies in micro-motions and environmental interactions that prevent a perfect 5/5. Overall Physical Consistency is rated 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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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro close-up focusing on a new fern leaf as it slowly unfurls from its signature curl, with a vibrant emerald color and a dense layer of fine white hairs. The leaf is depicted under soft, mist-diffused golden light of dawn, with a perfectly spherical dewdrop hanging from the tip. The dewdrop is described as crystal-clear, with light reflections and refractions, and a barely perceptible breeze causing a subtle tremor and light flow across the surface. A thick, translucent morning mist swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil to convey an atmosphere of profound tranquility and new hope.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The sequence maintains a consistent extreme macro look with sharp focus on the leaf and dewdrop, and the depth of field effectively isolates the subject. Lighting is warm and diffused, producing a pleasant golden tone. There are no obvious artifacts or distortions, and transitions between frames are smooth. However, there are minor imperfections (e.g., occasional slight exposure variation and very mild bloom in some frames) that prevent a perfect top score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the extreme macro close-up, the still camera, the vibrant emerald leaf, the visible white hairs, the soft golden light, and the prominent dewdrop. However, certain dynamic aspects described in the prompt are not fully realized in the footage: the leaf’s slow unfurling from a curled state is not clearly demonstrated, and the subtle breeze-induced tremor along with light-flow dynamics are not convincingly shown. The mist and atmospheric mood are present but not as pronounced as in the description. Overall, alignment is moderate, corresponding to a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the dewdrop hangs naturally from the leaf tip, the leaf texture and lighting are coherent with a dawn setting, and the depth cues feel authentic. There are no evident violations of basic physics or common-sense expectations. The overall physical consistency is strong, warranting a 4/5 rating.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 4.03125,
+ "TA": 2.984375,
+ "MQ": 4.0,
+ "Overall": 11.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro close-up focusing on a new fern leaf as it slowly unfurls from its signature curl, with a vibrant emerald color and a dense layer of fine white hairs. The leaf is depicted under soft, mist-diffused golden light of dawn, with a perfectly spherical dewdrop hanging from the tip. The dewdrop is described as crystal-clear, with light reflections and refractions, and a barely perceptible breeze causing a subtle tremor and light flow across the surface. A thick, translucent morning mist swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil to convey an atmosphere of profound tranquility and new hope.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The sequence maintains a consistent extreme macro look with sharp focus on the leaf and dewdrop, and the depth of field effectively isolates the subject. Lighting is warm and diffused, producing a pleasant golden tone. There are no obvious artifacts or distortions, and transitions between frames are smooth. However, there are minor imperfections (e.g., occasional slight exposure variation and very mild bloom in some frames) that prevent a perfect top score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the extreme macro close-up, the still camera, the vibrant emerald leaf, the visible white hairs, the soft golden light, and the prominent dewdrop. However, certain dynamic aspects described in the prompt are not fully realized in the footage: the leaf’s slow unfurling from a curled state is not clearly demonstrated, and the subtle breeze-induced tremor along with light-flow dynamics are not convincingly shown. The mist and atmospheric mood are present but not as pronounced as in the description. Overall, alignment is moderate, corresponding to a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the dewdrop hangs naturally from the leaf tip, the leaf texture and lighting are coherent with a dawn setting, and the depth cues feel authentic. There are no evident violations of basic physics or common-sense expectations. The overall physical consistency is strong, warranting a 4/5 rating.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.",
+ "seed": 26020,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_7/index_9334_seed_26020_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.953125,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 4.125,
+ "video_score2_overall": 11.25,
+ "avg": 11.234375,
+ "reward_records": [
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+ "question": "In an extreme macro close-up, the camera remains still, its focus locked precisely on a new fern leaf as it slowly unfurls from its signature curl. A vibrant emerald green, covered in a dense layer of fine white hairs, the leaf appears vibrant in the soft, mist-diffused golden light of dawn. Precariously suspended at the tip of the leaf, a perfectly spherical dewdrop shimmers, its crystal-clear form like a miniature crystal, its limpid interior reflecting and distorting the out-of-focus forest backdrop, shimmering with light. As a barely perceptible breeze sweeps across the leaf, a subtle yet constant tremor ripples through the leaf, a movement so slight that it sways the dewdrop itself, causing light to flow steadily and deliberately across its surface. A thick, translucent morning mist gently swirls in the background, obscuring everything beyond, leaving only the soft hues of moss and damp soil, creating an atmosphere of profound tranquility and new hope.",
+ "token_credit_reward": 11.25,
+ "selected_reward": 11.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme macro close-up focusing on a new fern leaf as it slowly unfurls from its signature curl, with a vibrant emerald color, fine white hairs, and a dewdrop suspended at the tip. The scene is lit by soft, misty golden light reminiscent of dawn, and a subtle breeze is expected to introduce gentle movement without breaking immersion. The overall mood aims for a tranquil, nature-focused moment.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The resolution is high and the macro focus is convincing, with a well-rendered dewdrop and a richly detailed leaf surface. Lighting is soft and atmospheric, and depth of field helps separate the subject from the background. There are no obvious artifacts or distortions, and color grading supports a natural look. However, there may be minor inconsistencies in motion continuity or exposure across frames, preventing a perfect top score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt (extreme macro close-up, still camera, vibrant emerald leaf, visible fine hair texture, dewdrop at the tip, soft golden lighting, and a misty atmosphere). However, certain aspects are not fully realized: the leaf’s slow unfurling from a curled state is not clearly demonstrated, and the wind-induced tremor is present but not strongly emphasized. The alignment is good and coherent, but not perfect, corresponding to a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the dewdrop sits naturally at the leaf tip, reflections and refractions appear believable, and the interaction between light and moisture reads as authentic. The mist and depth cues support a coherent environmental context. While generally consistent, there are minor deviations in dynamic motion and micro-interactions that prevent a flawless depiction. Overall, Physical/Common-sense Consistency is strong and aligns with a 4/5 rating.\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": 3.953125,
+ "TA": 3.15625,
+ "MQ": 4.125,
+ "Overall": 11.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme macro close-up focusing on a new fern leaf as it slowly unfurls from its signature curl, with a vibrant emerald color, fine white hairs, and a dewdrop suspended at the tip. The scene is lit by soft, misty golden light reminiscent of dawn, and a subtle breeze is expected to introduce gentle movement without breaking immersion. The overall mood aims for a tranquil, nature-focused moment.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The resolution is high and the macro focus is convincing, with a well-rendered dewdrop and a richly detailed leaf surface. Lighting is soft and atmospheric, and depth of field helps separate the subject from the background. There are no obvious artifacts or distortions, and color grading supports a natural look. However, there may be minor inconsistencies in motion continuity or exposure across frames, preventing a perfect top score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt (extreme macro close-up, still camera, vibrant emerald leaf, visible fine hair texture, dewdrop at the tip, soft golden lighting, and a misty atmosphere). However, certain aspects are not fully realized: the leaf’s slow unfurling from a curled state is not clearly demonstrated, and the wind-induced tremor is present but not strongly emphasized. The alignment is good and coherent, but not perfect, corresponding to a 4/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the dewdrop sits naturally at the leaf tip, reflections and refractions appear believable, and the interaction between light and moisture reads as authentic. The mist and depth cues support a coherent environmental context. While generally consistent, there are minor deviations in dynamic motion and micro-interactions that prevent a flawless depiction. Overall, Physical/Common-sense Consistency is strong and aligns with a 4/5 rating.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_8/index_tensor([4328, 4328])_group_8_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_8/index_tensor([4328, 4328])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..156e7e1e61dda40f99b9dde7055dc3f69257a6cf
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_8/index_tensor([4328, 4328])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The shot begins with an extreme close-up of a brilliantly colored hummingbird, its emerald green feathers gleaming metallically in the soft golden morning light. Its wings vibrate at a rate too rapid to detect with the naked eye as it hovers in mid-air. It carefully dips its needle-thin beak into the depths of a trumpet-shaped, scarlet flower, its petals still shimmering with morning dew. Then, the camera smoothly pulls back, gradually unfolding this microscopic canvas of life, revealing the flower growing in a vibrant green valley. A few quaint wooden cottages dot the valley floor, covered in lush grass and wildflowers, with plumes of smoke rising from their rooftops. The camera continues to steadily and calmly pull back, the field of view becomes increasingly wider, and finally freezes on a magnificent vista, showing the majestic and rugged mountains surrounding the entire idyllic valley. The outlines of the peaks are looming in the morning mist. The tones of the whole picture are warm and fresh, creating a tranquil yet shocking visual experience from the delicacy of microscopic life to the magnificence of macro nature.",
+ "seed": 4480,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_8/index_4328_seed_4480_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.359375,
+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.0,
+ "avg": 9.046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The shot begins with an extreme close-up of a brilliantly colored hummingbird, its emerald green feathers gleaming metallically in the soft golden morning light. Its wings vibrate at a rate too rapid to detect with the naked eye as it hovers in mid-air. It carefully dips its needle-thin beak into the depths of a trumpet-shaped, scarlet flower, its petals still shimmering with morning dew. Then, the camera smoothly pulls back, gradually unfolding this microscopic canvas of life, revealing the flower growing in a vibrant green valley. A few quaint wooden cottages dot the valley floor, covered in lush grass and wildflowers, with plumes of smoke rising from their rooftops. The camera continues to steadily and calmly pull back, the field of view becomes increasingly wider, and finally freezes on a magnificent vista, showing the majestic and rugged mountains surrounding the entire idyllic valley. The outlines of the peaks are looming in the morning mist. The tones of the whole picture are warm and fresh, creating a tranquil yet shocking visual experience from the delicacy of microscopic life to the magnificence of macro nature.",
+ "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 sequence that starts with an extreme close-up of a hummingbird with emerald green feathers, then shows the bird dipping its beak into a scarlet flower, followed by a gradual camera pull-back revealing a valley with wooden cottages, wildflowers, and mountains in the background. The final frames should show a wide landscape with visible mountains and morning mist.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, but there are noticeable issues that prevent a higher rating. The first two frames show the hummingbird and flower with reasonable detail, while the later frames exhibit mild blur and some loss of fine texture. The transition between close-up and wide shots is present but not perfectly smooth, and occasional minor artifacts or slight color inconsistencies appear across frames. Lighting remains warm and generally consistent, though not exceptionally refined throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements described in the prompt: the close-up of the hummingbird with emerald green plumage, the interaction with the flower, the gradual camera pull-back, and the reveal of the valley with cottages, wildflowers, and mountains. The progression from close-up to wide landscape is coherent, and the scene composition aligns well with the textual description. Minor deviations may exist in timing or exact framing during the transition, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible motion and spatial relationships: the bird hovers near the flower, the beak approaches the blossom, and the camera gradually expands to reveal more of the environment. There are no glaring violations of basic physics, though some micro-behaviors (e.g., precise wing dynamics, subtle wind effects on vegetation) could be refined for greater realism. Overall, the scene maintains believable coherence without major inconsistencies.\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": 2.359375,
+ "TA": 3.59375,
+ "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 sequence that starts with an extreme close-up of a hummingbird with emerald green feathers, then shows the bird dipping its beak into a scarlet flower, followed by a gradual camera pull-back revealing a valley with wooden cottages, wildflowers, and mountains in the background. The final frames should show a wide landscape with visible mountains and morning mist.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, but there are noticeable issues that prevent a higher rating. The first two frames show the hummingbird and flower with reasonable detail, while the later frames exhibit mild blur and some loss of fine texture. The transition between close-up and wide shots is present but not perfectly smooth, and occasional minor artifacts or slight color inconsistencies appear across frames. Lighting remains warm and generally consistent, though not exceptionally refined throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements described in the prompt: the close-up of the hummingbird with emerald green plumage, the interaction with the flower, the gradual camera pull-back, and the reveal of the valley with cottages, wildflowers, and mountains. The progression from close-up to wide landscape is coherent, and the scene composition aligns well with the textual description. Minor deviations may exist in timing or exact framing during the transition, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows plausible motion and spatial relationships: the bird hovers near the flower, the beak approaches the blossom, and the camera gradually expands to reveal more of the environment. There are no glaring violations of basic physics, though some micro-behaviors (e.g., precise wing dynamics, subtle wind effects on vegetation) could be refined for greater realism. Overall, the scene maintains believable coherence without major inconsistencies.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The shot begins with an extreme close-up of a brilliantly colored hummingbird, its emerald green feathers gleaming metallically in the soft golden morning light. Its wings vibrate at a rate too rapid to detect with the naked eye as it hovers in mid-air. It carefully dips its needle-thin beak into the depths of a trumpet-shaped, scarlet flower, its petals still shimmering with morning dew. Then, the camera smoothly pulls back, gradually unfolding this microscopic canvas of life, revealing the flower growing in a vibrant green valley. A few quaint wooden cottages dot the valley floor, covered in lush grass and wildflowers, with plumes of smoke rising from their rooftops. The camera continues to steadily and calmly pull back, the field of view becomes increasingly wider, and finally freezes on a magnificent vista, showing the majestic and rugged mountains surrounding the entire idyllic valley. The outlines of the peaks are looming in the morning mist. The tones of the whole picture are warm and fresh, creating a tranquil yet shocking visual experience from the delicacy of microscopic life to the magnificence of macro nature.",
+ "seed": 4481,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_8/index_4328_seed_4481_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.3125,
+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.4375,
+ "avg": 9.4375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "The shot begins with an extreme close-up of a brilliantly colored hummingbird, its emerald green feathers gleaming metallically in the soft golden morning light. Its wings vibrate at a rate too rapid to detect with the naked eye as it hovers in mid-air. It carefully dips its needle-thin beak into the depths of a trumpet-shaped, scarlet flower, its petals still shimmering with morning dew. Then, the camera smoothly pulls back, gradually unfolding this microscopic canvas of life, revealing the flower growing in a vibrant green valley. A few quaint wooden cottages dot the valley floor, covered in lush grass and wildflowers, with plumes of smoke rising from their rooftops. The camera continues to steadily and calmly pull back, the field of view becomes increasingly wider, and finally freezes on a magnificent vista, showing the majestic and rugged mountains surrounding the entire idyllic valley. The outlines of the peaks are looming in the morning mist. The tones of the whole picture are warm and fresh, creating a tranquil yet shocking visual experience from the delicacy of microscopic life to the magnificence of macro nature.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with an extreme close-up of a hummingbird and then gradually reveals more of the landscape, including a valley with cottages and mountains. The video largely follows this arc, though some details are not perfectly synchronized with the exact wording.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color, but there are noticeable issues that prevent a higher rating. Some frames show mild blur or softness, occasional compression artifacts, and slight inconsistencies in lighting across shots. The depth-of-field effect is present but not consistently convincing, and a few transitions feel slightly abrupt rather than seamless. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described—close-up of the hummingbird, the gradual reveal of the landscape, the valley with cottages, and the distant mountains—with coherent sequencing. Minor deviations exist in fine-grained details (e.g., exact timing of the pull-back or precise color nuances), but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the bird’s hovering posture, the relative scale between the bird and the flower, and the landscape elements align with expectations. There are no major violations, but subtle inconsistencies in motion dynamics or perspective across frames prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.3125,
+ "TA": 3.859375,
+ "MQ": 3.265625,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with an extreme close-up of a hummingbird and then gradually reveals more of the landscape, including a valley with cottages and mountains. The video largely follows this arc, though some details are not perfectly synchronized with the exact wording.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color, but there are noticeable issues that prevent a higher rating. Some frames show mild blur or softness, occasional compression artifacts, and slight inconsistencies in lighting across shots. The depth-of-field effect is present but not consistently convincing, and a few transitions feel slightly abrupt rather than seamless. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described—close-up of the hummingbird, the gradual reveal of the landscape, the valley with cottages, and the distant mountains—with coherent sequencing. Minor deviations exist in fine-grained details (e.g., exact timing of the pull-back or precise color nuances), but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the bird’s hovering posture, the relative scale between the bird and the flower, and the landscape elements align with expectations. There are no major violations, but subtle inconsistencies in motion dynamics or perspective across frames prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 4482,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_8/index_4328_seed_4482_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
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+ "question": "The shot begins with an extreme close-up of a brilliantly colored hummingbird, its emerald green feathers gleaming metallically in the soft golden morning light. Its wings vibrate at a rate too rapid to detect with the naked eye as it hovers in mid-air. It carefully dips its needle-thin beak into the depths of a trumpet-shaped, scarlet flower, its petals still shimmering with morning dew. Then, the camera smoothly pulls back, gradually unfolding this microscopic canvas of life, revealing the flower growing in a vibrant green valley. A few quaint wooden cottages dot the valley floor, covered in lush grass and wildflowers, with plumes of smoke rising from their rooftops. The camera continues to steadily and calmly pull back, the field of view becomes increasingly wider, and finally freezes on a magnificent vista, showing the majestic and rugged mountains surrounding the entire idyllic valley. The outlines of the peaks are looming in the morning mist. The tones of the whole picture are warm and fresh, creating a tranquil yet shocking visual experience from the delicacy of microscopic life to the magnificence of macro nature.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with an extreme close-up of a hummingbird with emerald green feathers and a metallic sheen, hovering near a scarlet flower with dew on the petals. The camera then gradually pulls back to reveal a valley with wooden cottages, wildflowers, and distant mountains, with morning mist and warm tones.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur, especially during wing motion, which reduces sharpness. The background depth-of-field effect is present but contributes to some loss of detail in foreground elements. The hummingbird’s coloration and the warm lighting are captured adequately, and transitions between close-up and wide shots are smooth. No major distortions or artifacts are evident beyond motion blur.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video includes the key elements described: the close-up of the hummingbird with emerald-green plumage and a metallic sheen, the flower with dew, the gradual camera pull-back, the valley with cottages, wildflowers, and distant mountains, plus morning mist and warm tones. Some minor deviations exist: the beak does not appear to dip into the flower as described, and there is no visible smoke from the rooftops. Despite these small gaps, the sequence largely follows the intended progression and composition.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the bird’s size relative to the flower, the gradual zoom-out, and the valley landscape all feel coherent. However, there are subtle inconsistencies: the absence of rooftop smoke and the lack of a clearly depicted interaction between the beak and the flower reduce the perceived realism of the action, though the overall scene remains believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.609375,
+ "TA": 3.796875,
+ "MQ": 3.21875,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with an extreme close-up of a hummingbird with emerald green feathers and a metallic sheen, hovering near a scarlet flower with dew on the petals. The camera then gradually pulls back to reveal a valley with wooden cottages, wildflowers, and distant mountains, with morning mist and warm tones.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur, especially during wing motion, which reduces sharpness. The background depth-of-field effect is present but contributes to some loss of detail in foreground elements. The hummingbird’s coloration and the warm lighting are captured adequately, and transitions between close-up and wide shots are smooth. No major distortions or artifacts are evident beyond motion blur.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video includes the key elements described: the close-up of the hummingbird with emerald-green plumage and a metallic sheen, the flower with dew, the gradual camera pull-back, the valley with cottages, wildflowers, and distant mountains, plus morning mist and warm tones. Some minor deviations exist: the beak does not appear to dip into the flower as described, and there is no visible smoke from the rooftops. Despite these small gaps, the sequence largely follows the intended progression and composition.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the bird’s size relative to the flower, the gradual zoom-out, and the valley landscape all feel coherent. However, there are subtle inconsistencies: the absence of rooftop smoke and the lack of a clearly depicted interaction between the beak and the flower reduce the perceived realism of the action, though the overall scene remains believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with an extreme close-up of a hummingbird with emerald green feathers, then shows the bird hovering near a red flower, dipping its beak into the flower, followed by a gradual camera pull-back revealing a valley with wooden cottages, wildflowers, and mountains in the background. The final frames should show a wide landscape with a misty mountain backdrop and warm tones.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, but there are noticeable issues that prevent a higher rating. The hummingbird’s wings exhibit motion blur that reduces sharpness, and some background elements appear slightly soft or blurred. The scene remains coherent and aesthetically pleasing, with warm lighting and vivid colors, but the overall crispness and fine detail are not consistently high across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements described in the prompt: the close-up of the hummingbird, the interaction with the flower, the gradual camera pull-back, and the reveal of the valley with cottages, wildflowers, and mountains. The progression and composition align well with the intended narrative, though a few minor deviations exist in timing and framing that do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the bird hovers near the flower, the flower appears to grow within the landscape, and the camera movement unfolds in a believable manner. However, there are subtle inconsistencies in scale and depth cues (e.g., relative sizes between the bird, cottage, and distant mountains) and occasional lighting transitions that prevent a higher level of realism. Overall, the dynamics are coherent, but not perfectly consistent throughout.\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": 2.21875,
+ "TA": 3.5,
+ "MQ": 3.0,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with an extreme close-up of a hummingbird with emerald green feathers, then shows the bird hovering near a red flower, dipping its beak into the flower, followed by a gradual camera pull-back revealing a valley with wooden cottages, wildflowers, and mountains in the background. The final frames should show a wide landscape with a misty mountain backdrop and warm tones.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color saturation, but there are noticeable issues that prevent a higher rating. The hummingbird’s wings exhibit motion blur that reduces sharpness, and some background elements appear slightly soft or blurred. The scene remains coherent and aesthetically pleasing, with warm lighting and vivid colors, but the overall crispness and fine detail are not consistently high across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements described in the prompt: the close-up of the hummingbird, the interaction with the flower, the gradual camera pull-back, and the reveal of the valley with cottages, wildflowers, and mountains. The progression and composition align well with the intended narrative, though a few minor deviations exist in timing and framing that do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the bird hovers near the flower, the flower appears to grow within the landscape, and the camera movement unfolds in a believable manner. However, there are subtle inconsistencies in scale and depth cues (e.g., relative sizes between the bird, cottage, and distant mountains) and occasional lighting transitions that prevent a higher level of realism. Overall, the dynamics are coherent, but not perfectly consistent throughout.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_9/index_tensor([9289, 9289])_group_9_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_9/index_tensor([9289, 9289])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d65a69ec060b7c182484f11fbb02b1f829eccc91
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_9/index_tensor([9289, 9289])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.",
+ "seed": 1693,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_9/index_9289_seed_1693_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": 4.09375,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 10.8125,
+ "avg": 10.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.",
+ "token_credit_reward": 10.8125,
+ "selected_reward": 10.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, high-definition close-up featuring a red-eyed tree frog in a lush, hand-drawn Disney-like style. The scene should show a vibrant frog with smooth green skin and bright orange feet on a large, dew-covered tropical leaf, with the frog attempting to hide, its form outlined cleanly, and a cautious expression. The leaf should be detailed with veins and glistening dewdrops, and the lighting should include dappled sunlight through a rainforest canopy, all in rich greens and saturated colors.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear rendering, good color saturation, and convincing lighting. The frog's features—red eyes, green skin, orange feet—are well-defined, and the dewdrops and leaf texture read realistically. The background blur and depth cues contribute to a polished look, and there are no obvious artifacts or distortions. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic video quality. Overall, Visual Quality is strong but not flawless (4/5).\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt (close-up, high-definition appearance, vibrant colors, red-eyed frog, smooth green skin, orange feet, dew-covered leaf, and the presence of water droplets). However, key aspects of the prompt are not realized: there is no evident attempt to hide, no visible stem or background rainforest context, and the expression does not convey the described cautious, panicked look. The result is a moderate alignment overall (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental details: the frog's proportions, foot placement, and dewdrop behavior are coherent, and lighting/shadows are consistent with a sunlit leaf. The lack of motion and absence of certain contextual elements do not introduce obvious physical inconsistencies; they simply limit narrative fidelity. Overall, Physical/Common-sense Consistency is moderate (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.734375,
+ "MQ": 4.0,
+ "Overall": 10.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, high-definition close-up featuring a red-eyed tree frog in a lush, hand-drawn Disney-like style. The scene should show a vibrant frog with smooth green skin and bright orange feet on a large, dew-covered tropical leaf, with the frog attempting to hide, its form outlined cleanly, and a cautious expression. The leaf should be detailed with veins and glistening dewdrops, and the lighting should include dappled sunlight through a rainforest canopy, all in rich greens and saturated colors.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear rendering, good color saturation, and convincing lighting. The frog's features—red eyes, green skin, orange feet—are well-defined, and the dewdrops and leaf texture read realistically. The background blur and depth cues contribute to a polished look, and there are no obvious artifacts or distortions. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic video quality. Overall, Visual Quality is strong but not flawless (4/5).\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt (close-up, high-definition appearance, vibrant colors, red-eyed frog, smooth green skin, orange feet, dew-covered leaf, and the presence of water droplets). However, key aspects of the prompt are not realized: there is no evident attempt to hide, no visible stem or background rainforest context, and the expression does not convey the described cautious, panicked look. The result is a moderate alignment overall (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental details: the frog's proportions, foot placement, and dewdrop behavior are coherent, and lighting/shadows are consistent with a sunlit leaf. The lack of motion and absence of certain contextual elements do not introduce obvious physical inconsistencies; they simply limit narrative fidelity. Overall, Physical/Common-sense Consistency is moderate (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 1694,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_9/index_9289_seed_1694_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.953125,
+ "video_score2_mq": 3.96875,
+ "video_score2_overall": 10.875,
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+ "question": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.",
+ "token_credit_reward": 10.875,
+ "selected_reward": 10.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, crystal-clear, high-definition close-up featuring a red-eyed tree frog in a lush, hand-drawn style reminiscent of 1990s Disney animation. The scene should show the frog attempting to hide, lying flat on a large dew-covered tropical leaf, with the eyes large, perfect, and scarlet, while the leaf has prominent veins and glistening dewdrops. Dappled sunlight filtering through a rainforest canopy is part of the intended lighting, and the overall palette emphasizes rich greens with orange and scarlet accents.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with good clarity and sharpness, and the colors are vibrant with strong contrast. Lighting is well-balanced, producing natural shadows and highlights, and the depth of field helps separate the subject from the background. There are no obvious distortions or artifacts, and the composition remains stable across frames. However, there are minor imperfections (e.g., occasional slight softness or subtle noise in some frames) that prevent a perfect top-tier score. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt—close-up framing, high-definition appearance, a red-eyed tree frog, smooth green skin, bright orange feet, a large dew-covered leaf, and the intended color palette. However, certain aspects are not fully realized: the frog does not appear to be actively attempting to hide, and the scene lacks the described dynamic interaction with a dense stem. The lighting and composition support the intended mood, but the narrative action is underrepresented. Overall, Text-to-Video Alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nAnatomy and environmental details are coherent: the frog’s proportions, eye placement, foot positioning, and the leaf’s texture and dewdrops are plausible within a rainforest setting. Lighting and shadows follow basic physical principles, and there are no obvious inconsistencies in scale or interaction. The scene remains physically plausible, supporting a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 4.0,
+ "TA": 2.953125,
+ "MQ": 3.96875,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, crystal-clear, high-definition close-up featuring a red-eyed tree frog in a lush, hand-drawn style reminiscent of 1990s Disney animation. The scene should show the frog attempting to hide, lying flat on a large dew-covered tropical leaf, with the eyes large, perfect, and scarlet, while the leaf has prominent veins and glistening dewdrops. Dappled sunlight filtering through a rainforest canopy is part of the intended lighting, and the overall palette emphasizes rich greens with orange and scarlet accents.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with good clarity and sharpness, and the colors are vibrant with strong contrast. Lighting is well-balanced, producing natural shadows and highlights, and the depth of field helps separate the subject from the background. There are no obvious distortions or artifacts, and the composition remains stable across frames. However, there are minor imperfections (e.g., occasional slight softness or subtle noise in some frames) that prevent a perfect top-tier score. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt—close-up framing, high-definition appearance, a red-eyed tree frog, smooth green skin, bright orange feet, a large dew-covered leaf, and the intended color palette. However, certain aspects are not fully realized: the frog does not appear to be actively attempting to hide, and the scene lacks the described dynamic interaction with a dense stem. The lighting and composition support the intended mood, but the narrative action is underrepresented. Overall, Text-to-Video Alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nAnatomy and environmental details are coherent: the frog’s proportions, eye placement, foot positioning, and the leaf’s texture and dewdrops are plausible within a rainforest setting. Lighting and shadows follow basic physical principles, and there are no obvious inconsistencies in scale or interaction. The scene remains physically plausible, supporting a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.",
+ "seed": 1695,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_9/index_9289_seed_1695_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": 3.984375,
+ "video_score2_ta": 2.828125,
+ "video_score2_mq": 3.9375,
+ "video_score2_overall": 10.75,
+ "avg": 10.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.",
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+ "selected_reward": 10.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, high-definition close-up featuring a red-eyed tree frog in a lush, hand-drawn style reminiscent of 1990s Disney animation. The scene should show a vibrant frog with smooth green skin and bright orange feet on a large, dew-covered tropical leaf, with the frog attempting to hide, its body flattened against the leaf, and a cautious, alert expression. The leaf should display prominent veins and glistening dewdrops, with dappled sunlight filtering through a rainforest canopy to create warm lighting and soft shadows. The overall palette emphasizes rich greens and the orange and scarlet accents, aiming for a whimsical blend of nostalgic hand-drawn aesthetics with modern HD quality.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear rendering, good color saturation, and well-defined details such as the frog’s features, leaf texture, and dewdrops. Lighting is consistent and contributes to a cohesive look. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic video quality. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—close-up framing, vibrant colors, and a lush setting with a prominent leaf and visible dewdrops. However, crucial narrative and expressive aspects are underdeveloped: there is no evident attempt to hide or cautious peering, the body posture does not clearly show flattening against the leaf, and the emotional intensity (scarlet eyes wide in comical panic) is not convincingly conveyed. The result is a moderate alignment overall, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nAnatomy and environmental interactions appear plausible: the frog’s proportions, grip on the leaf, dewdrop behavior, and lighting are coherent with real-world expectations. There are no obvious physical inconsistencies. The lack of motion does not introduce physical contradictions; it mainly affects perceived dynamism. This supports a relatively high score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.984375,
+ "TA": 2.828125,
+ "MQ": 3.9375,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, high-definition close-up featuring a red-eyed tree frog in a lush, hand-drawn style reminiscent of 1990s Disney animation. The scene should show a vibrant frog with smooth green skin and bright orange feet on a large, dew-covered tropical leaf, with the frog attempting to hide, its body flattened against the leaf, and a cautious, alert expression. The leaf should display prominent veins and glistening dewdrops, with dappled sunlight filtering through a rainforest canopy to create warm lighting and soft shadows. The overall palette emphasizes rich greens and the orange and scarlet accents, aiming for a whimsical blend of nostalgic hand-drawn aesthetics with modern HD quality.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear rendering, good color saturation, and well-defined details such as the frog’s features, leaf texture, and dewdrops. Lighting is consistent and contributes to a cohesive look. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic video quality. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—close-up framing, vibrant colors, and a lush setting with a prominent leaf and visible dewdrops. However, crucial narrative and expressive aspects are underdeveloped: there is no evident attempt to hide or cautious peering, the body posture does not clearly show flattening against the leaf, and the emotional intensity (scarlet eyes wide in comical panic) is not convincingly conveyed. The result is a moderate alignment overall, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nAnatomy and environmental interactions appear plausible: the frog’s proportions, grip on the leaf, dewdrop behavior, and lighting are coherent with real-world expectations. There are no obvious physical inconsistencies. The lack of motion does not introduce physical contradictions; it mainly affects perceived dynamism. This supports a relatively high score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.",
+ "seed": 1696,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000064/group_9/index_9289_seed_1696_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 4.0625,
+ "video_score2_ta": 2.625,
+ "video_score2_mq": 3.984375,
+ "video_score2_overall": 10.6875,
+ "avg": 10.671875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "still, crystal-clear, high-definition close-up captures a scene rendered in the lush, hand-drawn style of '90s Disney animation. A vibrant red-eyed tree frog, its smooth green skin and bright orange feet like suction cups, attempts to hide. Its body lies almost completely flat on the surface of a large, dew-covered tropical leaf, its form defined by the clean, bold outlines characteristic of the animation style. It peers cautiously from behind a dense, emerald green stem, its enormous, perfect scarlet eyes wide in a look of comical panic as it holds its breath and remains silent. The leaf itself is a lifelike masterpiece, with prominent veins and glistening, transparent dewdrops clinging to its waxy surface. Dappled sunlight filtering through the dense rainforest canopy creates warm golden light and soft shadows across the frog and its leafy hideout, illuminating every smooth, vivid detail. Dominated by rich, saturated greens, the scene is punctuated by the vibrant orange and scarlet of the frogs, creating a whimsically charming atmosphere that blends a nostalgic hand-drawn aesthetic with modern high-definition quality.",
+ "token_credit_reward": 10.6875,
+ "selected_reward": 10.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, high-definition close-up featuring a red-eyed tree frog in a lush, hand-drawn style reminiscent of 1990s Disney animation. The scene should show a vibrant frog with smooth green skin and bright orange feet on a large, dew-covered tropical leaf, with the frog attempting to hide, its body flattened, and a cautious expression. The leaf should have prominent veins and glistening dewdrops, with dappled sunlight filtering through a rainforest canopy to create warm lighting and soft shadows. The overall palette emphasizes rich greens with orange and scarlet accents, aiming for a whimsical, nostalgic hand-drawn feel.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear rendering, good color saturation, and well-defined details such as the frog's eyes, skin texture, and leaf structure. Lighting and shadows are coherent, and the composition remains stable across frames. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic video quality. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—lush environment, a red-eyed frog, smooth green skin, orange feet, a large dew-covered leaf, and the intended hand-drawn aesthetic with vibrant colors. However, crucial narrative actions are missing: there is no evident attempt to hide, no flattening of the body, and no visible expression of comical panic or the act of holding breath. The result is a partial alignment where many stylistic cues are present but the central storytelling cues are not realized. This yields a moderate alignment score around 3.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and environmental interactions; the frog’s pose, grip on the leaf, and lighting are coherent with real-world expectations. There are no obvious physical contradictions, and the depiction adheres to common-sense constraints. This supports a high level of physical consistency, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 4.0625,
+ "TA": 2.625,
+ "MQ": 3.984375,
+ "Overall": 10.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, high-definition close-up featuring a red-eyed tree frog in a lush, hand-drawn style reminiscent of 1990s Disney animation. The scene should show a vibrant frog with smooth green skin and bright orange feet on a large, dew-covered tropical leaf, with the frog attempting to hide, its body flattened, and a cautious expression. The leaf should have prominent veins and glistening dewdrops, with dappled sunlight filtering through a rainforest canopy to create warm lighting and soft shadows. The overall palette emphasizes rich greens with orange and scarlet accents, aiming for a whimsical, nostalgic hand-drawn feel.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear rendering, good color saturation, and well-defined details such as the frog's eyes, skin texture, and leaf structure. Lighting and shadows are coherent, and the composition remains stable across frames. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic video quality. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—lush environment, a red-eyed frog, smooth green skin, orange feet, a large dew-covered leaf, and the intended hand-drawn aesthetic with vibrant colors. However, crucial narrative actions are missing: there is no evident attempt to hide, no flattening of the body, and no visible expression of comical panic or the act of holding breath. The result is a partial alignment where many stylistic cues are present but the central storytelling cues are not realized. This yields a moderate alignment score around 3.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and environmental interactions; the frog’s pose, grip on the leaf, and lighting are coherent with real-world expectations. There are no obvious physical contradictions, and the depiction adheres to common-sense constraints. This supports a high level of physical consistency, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_1/index_tensor([4951, 4951])_group_1_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_1/index_tensor([4951, 4951])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1dfa9b5fa6352b802ca874e40322176b6822f3c9
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_1/index_tensor([4951, 4951])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 6384,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_1/index_4951_seed_6384_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
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+ "sample_idx_in_group": 0,
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+ "avg": 10.0625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.",
+ "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. 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, extreme wide-angle shot in a terrifyingly beautiful cyberpunk aesthetic, featuring a volcanic eruption above a cityscape with rain-slicked asphalt, glowing embers raining from the sky, and a dramatic urban destruction scenario. The description emphasizes a visceral, high-contrast cyberpunk vibe with dynamic lighting and environmental destruction.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the cyberpunk palette (mauve, cyan, pink, and neon accents) is well-rendered, contributing to a cohesive look. The composition remains stable across frames, and the atmospheric effects (smoke, glow, reflections) read clearly. However, there are occasional minor artifacts and slight inconsistencies in texture detail or color grading that prevent a perfect top-tier score. In sum, visual quality is good and consistent, but not at the absolute peak.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several core elements of the prompt—specifically the cyberpunk aesthetic, the presence of a large eruption plume, and the urban setting with tall structures. However, certain nuanced aspects of the prompt are underrepresented: the exact low-angle/tilt-up movement is not clearly realized, and the depiction of a “vicious rain of fireflies” and the precise dynamics of embers are not fully captured. The result is a moderate alignment overall, with some key atmospheric details missing or understated.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the eruption plume rises with believable dynamics, lighting interactions with wet surfaces are coherent, and the scale relationships between buildings and the event feel reasonable. There are no glaring physics violations, though some micro-level cues (such as ember trajectories and subtle surface interactions) could be refined for higher realism. Overall, physical consistency is solid but not exceptional.\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": 3.21875,
+ "TA": 3.265625,
+ "MQ": 3.578125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "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 low-angle, extreme wide-angle shot in a terrifyingly beautiful cyberpunk aesthetic, featuring a volcanic eruption above a cityscape with rain-slicked asphalt, glowing embers raining from the sky, and a dramatic urban destruction scenario. The description emphasizes a visceral, high-contrast cyberpunk vibe with dynamic lighting and environmental destruction.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the cyberpunk palette (mauve, cyan, pink, and neon accents) is well-rendered, contributing to a cohesive look. The composition remains stable across frames, and the atmospheric effects (smoke, glow, reflections) read clearly. However, there are occasional minor artifacts and slight inconsistencies in texture detail or color grading that prevent a perfect top-tier score. In sum, visual quality is good and consistent, but not at the absolute peak.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several core elements of the prompt—specifically the cyberpunk aesthetic, the presence of a large eruption plume, and the urban setting with tall structures. However, certain nuanced aspects of the prompt are underrepresented: the exact low-angle/tilt-up movement is not clearly realized, and the depiction of a “vicious rain of fireflies” and the precise dynamics of embers are not fully captured. The result is a moderate alignment overall, with some key atmospheric details missing or understated.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the eruption plume rises with believable dynamics, lighting interactions with wet surfaces are coherent, and the scale relationships between buildings and the event feel reasonable. There are no glaring physics violations, though some micro-level cues (such as ember trajectories and subtle surface interactions) could be refined for higher realism. Overall, physical consistency is solid but not exceptional.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.",
+ "seed": 6385,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_1/index_4951_seed_6385_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
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+ "video_score2_vq": 2.96875,
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+ "video_score2_overall": 10.375,
+ "avg": 10.359375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, extreme wide-angle shot in a terrifyingly beautiful cyberpunk aesthetic, featuring a volcanic eruption above a cityscape with rain-slicked asphalt, glowing embers raining from the sky, and a dramatic apocalyptic atmosphere. The description emphasizes a slow tilt upward, focusing on the destruction and the interplay of light, smoke, and urban decay.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The cyberpunk palette and neon lighting are well-rendered, and the composition remains coherent across frames. However, there are occasional minor artifacts and slight inconsistencies in texture detail or color grading that prevent a perfect top-tier score. The scene conveys the intended mood and style effectively, with convincing atmospheric effects such as smoke and reflections, though not every frame achieves pristine perfection.\n\nText-to-Video Alignment Assessment:\nThe video aligns very closely with the prompt. The low-angle perspective, extreme wide framing, and cyberpunk aesthetic are clearly present. The eruption, rain-slicked streets, and the descent of glowing embers are depicted with strong fidelity. The overall mood and sequence match the described apocalyptic transformation, and the visual narrative adheres closely to the textual prompt throughout.\n\nPhysical/Common-sense Consistency Assessment:\nThe dynamics feel plausible within a stylized apocalyptic context. Smoke rises naturally, reflections on wet surfaces behave consistently, and the descent of embers follows believable trajectories. While some elements are intentionally exaggerated for effect, the scene maintains internal coherence and avoids obvious logical contradictions.\n\nScoring Considerations:\nVisual quality is strong but not perfect, reflecting minor imperfections that keep it from a top score. Text-to-video alignment is excellent, capturing all key aspects of the prompt. Physical/common-sense consistency is solid, with minor stylization that does not undermine overall plausibility.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 5,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.5,
+ "MQ": 3.890625,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, extreme wide-angle shot in a terrifyingly beautiful cyberpunk aesthetic, featuring a volcanic eruption above a cityscape with rain-slicked asphalt, glowing embers raining from the sky, and a dramatic apocalyptic atmosphere. The description emphasizes a slow tilt upward, focusing on the destruction and the interplay of light, smoke, and urban decay.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The cyberpunk palette and neon lighting are well-rendered, and the composition remains coherent across frames. However, there are occasional minor artifacts and slight inconsistencies in texture detail or color grading that prevent a perfect top-tier score. The scene conveys the intended mood and style effectively, with convincing atmospheric effects such as smoke and reflections, though not every frame achieves pristine perfection.\n\nText-to-Video Alignment Assessment:\nThe video aligns very closely with the prompt. The low-angle perspective, extreme wide framing, and cyberpunk aesthetic are clearly present. The eruption, rain-slicked streets, and the descent of glowing embers are depicted with strong fidelity. The overall mood and sequence match the described apocalyptic transformation, and the visual narrative adheres closely to the textual prompt throughout.\n\nPhysical/Common-sense Consistency Assessment:\nThe dynamics feel plausible within a stylized apocalyptic context. Smoke rises naturally, reflections on wet surfaces behave consistently, and the descent of embers follows believable trajectories. While some elements are intentionally exaggerated for effect, the scene maintains internal coherence and avoids obvious logical contradictions.\n\nScoring Considerations:\nVisual quality is strong but not perfect, reflecting minor imperfections that keep it from a top score. Text-to-video alignment is excellent, capturing all key aspects of the prompt. Physical/common-sense consistency is solid, with minor stylization that does not undermine overall plausibility.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.",
+ "seed": 6386,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_1/index_4951_seed_6386_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.1875,
+ "video_score2_ta": 3.265625,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.5,
+ "avg": 9.546875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide-angle shot in a terrifyingly beautiful cyberpunk aesthetic, featuring a volcanic eruption above a multi-lane boulevard with rain-slicked asphalt, glowing embers raining from the sky, and a dramatic urban destruction sequence. The visuals should emphasize cyberpunk colors (mauve, cyan), digital decay, and a sense of apocalyptic grandeur.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of neon cyberpunk elements, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The imagery remains coherent and stylistically consistent, yet some frames exhibit subtle rendering limitations that temper overall sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core aspects: low-angle perspective, cyberpunk aesthetics, volcanic eruption, rain-slicked street, glowing embers, and the apocalyptic mood. Some nuanced details—such as precise timing of the tilt, the exact scale of the eruption relative to the city, and the subtler digital decay effects—are present but not exhaustively realized, leaving room for minor deviations while preserving the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eruption and atmospheric effects follow plausible dynamics within the stylized context, and lighting interactions with wet surfaces are believable. However, certain particle behavior and volumetric lighting could be refined to improve realism without sacrificing artistic interpretation.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.1875,
+ "TA": 3.265625,
+ "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, extreme wide-angle shot in a terrifyingly beautiful cyberpunk aesthetic, featuring a volcanic eruption above a multi-lane boulevard with rain-slicked asphalt, glowing embers raining from the sky, and a dramatic urban destruction sequence. The visuals should emphasize cyberpunk colors (mauve, cyan), digital decay, and a sense of apocalyptic grandeur.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of neon cyberpunk elements, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The imagery remains coherent and stylistically consistent, yet some frames exhibit subtle rendering limitations that temper overall sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core aspects: low-angle perspective, cyberpunk aesthetics, volcanic eruption, rain-slicked street, glowing embers, and the apocalyptic mood. Some nuanced details—such as precise timing of the tilt, the exact scale of the eruption relative to the city, and the subtler digital decay effects—are present but not exhaustively realized, leaving room for minor deviations while preserving the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The eruption and atmospheric effects follow plausible dynamics within the stylized context, and lighting interactions with wet surfaces are believable. However, certain particle behavior and volumetric lighting could be refined to improve realism without sacrificing artistic interpretation.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.",
+ "seed": 6387,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_1/index_4951_seed_6387_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 3.0625,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 9.375,
+ "avg": 9.40625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, extreme wide-angle shot, rendered in a terrifyingly beautiful cyberpunk aesthetic, slowly tilts upward to capture the apocalyptic grandeur of a volcanic eruption above Seoul. The camera captures the scene in extreme slow motion, focusing on the rain-slicked asphalt of a vast, multi-lane boulevard. Like a vicious rain of fireflies, glowing embers rain from the sky, each luminous fragment drifting with eerie grace. These embers, ranging from tiny sparks to larger chunks of glowing rock, leave a faint trail of smoke as they descend, their fiery orange glow casting fleeting reflections in the dark, shimmering puddles below. On either side of the street, the city's towering skyscrapers, marvels of neo-futuristic architecture clad in glass and chrome, have become canvases of digital decay; their usually vibrant, massive holographic advertisements, gleaming in the signature cyberpunk hues of mauve and cyan, now flicker and glitch violently, shredding into streams of pixelated static and corrupted data. Behind this failed technology, a vast, roiling cloud of ash rolled in, a billowing wall of dark gray and black that swallowed the night sky, emitting a deep, hellish red from the unseen magma below. As each dragonfly completed its balletic descent, it made contact with the damp earth, extinguished with a sharp hiss and tiny bursts of steam, its light instantly extinguished, creating an overwhelming atmosphere of sublime, silent destruction.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 1,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, extreme wide-angle shot in a terrifyingly beautiful cyberpunk aesthetic, featuring a volcanic eruption above a multi-lane boulevard with rain-slicked asphalt. It envisions a slow-motion sequence with a billowing ash cloud, luminescent embers, and holographic signs on glass-and-chrome towers, culminating in a dramatic destruction moment.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The cyberpunk palette and neon lighting are well-rendered, and the composition remains coherent across frames. However, there are occasional minor artifacts and slight inconsistencies in texture detail or color grading that prevent a perfect top-tier score. The result is high-quality and immersive, but not immaculate.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—urban cyberpunk setting, a large eruption plume, and visible holographic signage. However, certain nuanced aspects are underrepresented: the exact low-angle/tilt-up dynamic is not clearly realized, and the described slow-motion progression is not strongly conveyed. Overall alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical behavior: the eruption plume rises with believable dynamics, lighting interactions with wet surfaces feel credible, and holographic displays behave consistently within the cyberpunk context. Some minor inconsistencies exist (e.g., timing of effects versus camera movement), but they do not break overall coherence.\n\nScoring Considerations:\nVisual quality is strong with minor imperfections, yielding a score around 4. Text-to-video alignment shows partial fulfillment of the prompt, resulting in a mid-range score around 3. Physical/common-sense consistency remains solid with small deviations, resulting in a score around 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.0625,
+ "MQ": 3.375,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide-angle shot in a terrifyingly beautiful cyberpunk aesthetic, featuring a volcanic eruption above a multi-lane boulevard with rain-slicked asphalt. It envisions a slow-motion sequence with a billowing ash cloud, luminescent embers, and holographic signs on glass-and-chrome towers, culminating in a dramatic destruction moment.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The cyberpunk palette and neon lighting are well-rendered, and the composition remains coherent across frames. However, there are occasional minor artifacts and slight inconsistencies in texture detail or color grading that prevent a perfect top-tier score. The result is high-quality and immersive, but not immaculate.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—urban cyberpunk setting, a large eruption plume, and visible holographic signage. However, certain nuanced aspects are underrepresented: the exact low-angle/tilt-up dynamic is not clearly realized, and the described slow-motion progression is not strongly conveyed. Overall alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical behavior: the eruption plume rises with believable dynamics, lighting interactions with wet surfaces feel credible, and holographic displays behave consistently within the cyberpunk context. Some minor inconsistencies exist (e.g., timing of effects versus camera movement), but they do not break overall coherence.\n\nScoring Considerations:\nVisual quality is strong with minor imperfections, yielding a score around 4. Text-to-video alignment shows partial fulfillment of the prompt, resulting in a mid-range score around 3. Physical/common-sense consistency remains solid with small deviations, resulting in a score around 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_12/index_tensor([2895, 2895])_group_12_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_12/index_tensor([2895, 2895])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c820916215ec0785ca5e44819e6fce539a66d72c
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_12/index_tensor([2895, 2895])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, extreme wide-angle shot captures the impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology.",
+ "seed": 32868,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_12/index_2895_seed_32868_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.703125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide-angle shot capturing an impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear architectural details, with warm lighting and atmospheric effects that contribute to mood. However, there are noticeable inconsistencies in the building geometry across frames, including occasional warping or shifting proportions, which reduces perceived realism. The sequence remains legible and coherent, but these artifacts prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements described in the prompt: a low-angle view, an ascending motion, and a transition to a skyship concept with blue energy emanating from beneath. The golden-hour lighting and dramatic cloud formations support the intended atmosphere. Some specifics—such as explicit depiction of the exact bronze engine details or the precise moment of takeoff—are not fully realized, but the major components and progression align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The ascent and energy cues feel plausible within a fantastical context, and lighting remains coherent. Nonetheless, the same architectural distortions observed in the visual quality introduce questions about structural integrity during the transformation, reducing overall believability despite the imaginative premise.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.703125,
+ "TA": 3.109375,
+ "MQ": 2.640625,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide-angle shot capturing an impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear architectural details, with warm lighting and atmospheric effects that contribute to mood. However, there are noticeable inconsistencies in the building geometry across frames, including occasional warping or shifting proportions, which reduces perceived realism. The sequence remains legible and coherent, but these artifacts prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements described in the prompt: a low-angle view, an ascending motion, and a transition to a skyship concept with blue energy emanating from beneath. The golden-hour lighting and dramatic cloud formations support the intended atmosphere. Some specifics—such as explicit depiction of the exact bronze engine details or the precise moment of takeoff—are not fully realized, but the major components and progression align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The ascent and energy cues feel plausible within a fantastical context, and lighting remains coherent. Nonetheless, the same architectural distortions observed in the visual quality introduce questions about structural integrity during the transformation, reducing overall believability despite the imaginative premise.\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": 32869,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_12/index_2895_seed_32869_dp_24_rank_48_sample_1_slot_1.mp4",
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+ "video_score2_overall": 7.6875,
+ "avg": 7.65625,
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+ "question": "low-angle, extreme wide-angle shot captures the impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology.",
+ "token_credit_reward": 7.6875,
+ "selected_reward": 7.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide-angle shot capturing an impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and recognizable architectural details, but there are noticeable inconsistencies in lighting and color grading across shots. Some frames exhibit mild overexposure or color shifts that reduce coherence, though the imagery remains legible and the Forbidden City elements are identifiable. The sequence does not reach high-fidelity rendering, and occasional artifacts or compression effects temper the overall impression. In sum, the visuals convey the concept but do not achieve strong realism or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video includes several key elements such as a low-angle view, a sense of ascent, and visible blue energy beneath the structures, which aligns with parts of the prompt. However, crucial aspects of the description are not convincingly realized: the transformation into a unified skyship is not clearly demonstrated, the dramatic motion and the emergence into open sky are not strongly conveyed, and some atmospheric details like the moat’s steam and the precise timing of the ascent are underrepresented. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is limited (score 2). While some fantasy elements are present, several aspects strain plausibility within real-world physics. The notion of a massive architectural complex taking flight while maintaining structural integrity and generating coherent propulsion is not convincingly explained, and the interaction between the blue energy, the building mass, and the surrounding environment lacks rigorous physical grounding. The result reads more as a stylized, fantastical depiction than a physically plausible scenario, reducing overall common-sense coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.140625,
+ "TA": 2.96875,
+ "MQ": 2.546875,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide-angle shot capturing an impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and recognizable architectural details, but there are noticeable inconsistencies in lighting and color grading across shots. Some frames exhibit mild overexposure or color shifts that reduce coherence, though the imagery remains legible and the Forbidden City elements are identifiable. The sequence does not reach high-fidelity rendering, and occasional artifacts or compression effects temper the overall impression. In sum, the visuals convey the concept but do not achieve strong realism or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video includes several key elements such as a low-angle view, a sense of ascent, and visible blue energy beneath the structures, which aligns with parts of the prompt. However, crucial aspects of the description are not convincingly realized: the transformation into a unified skyship is not clearly demonstrated, the dramatic motion and the emergence into open sky are not strongly conveyed, and some atmospheric details like the moat’s steam and the precise timing of the ascent are underrepresented. Overall, the alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is limited (score 2). While some fantasy elements are present, several aspects strain plausibility within real-world physics. The notion of a massive architectural complex taking flight while maintaining structural integrity and generating coherent propulsion is not convincingly explained, and the interaction between the blue energy, the building mass, and the surrounding environment lacks rigorous physical grounding. The result reads more as a stylized, fantastical depiction than a physically plausible scenario, reducing overall common-sense coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 32870,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_12/index_2895_seed_32870_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 8.5,
+ "avg": 8.46875,
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+ "question": "low-angle, extreme wide-angle shot captures the impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology.",
+ "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 low-angle, extreme wide-angle shot capturing an impossible moment as the entire Forbidden City begins its majestic ascent. It envisions a smooth upward camera movement, a sweeping drone-like view, and the transformation of the ancient structures into a single, unified skyship. Massive bronze engines with blue energy, a steaming moat, and a steady, deliberate rise against dramatic clouds and golden-hour lighting are central to the vision.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show recognizable traditional architecture and some atmospheric effects, but there are noticeable limitations: occasional blur or softness, uneven sharpness across elements, and some color grading inconsistencies. The blue energy effects exist but do not consistently integrate with the scene, and the overall polish is not at a high-fidelity level. The sequence remains coherent, but it does not reach high-end visual realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes several prompt-relevant cues such as low-angle framing, visible blue energy, and warm lighting, and it conveys a sense of ascent. However, key aspects of the prompt — specifically the complete transformation of the Forbidden City into a single skyship and the seamless integration of the engines with the architecture — are not convincingly realized. The result reflects a moderate degree of alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The visuals maintain plausible architectural proportions and coherent lighting, and the blue energy appears within reasonable bounds. Yet the depiction of propulsion and structural integrity during the ascent lacks rigorous mechanical plausibility, and some interactions between energy effects and the environment feel slightly artificial. Overall, the scene remains believable but not deeply physically convincing.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.640625,
+ "TA": 2.828125,
+ "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 low-angle, extreme wide-angle shot capturing an impossible moment as the entire Forbidden City begins its majestic ascent. It envisions a smooth upward camera movement, a sweeping drone-like view, and the transformation of the ancient structures into a single, unified skyship. Massive bronze engines with blue energy, a steaming moat, and a steady, deliberate rise against dramatic clouds and golden-hour lighting are central to the vision.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show recognizable traditional architecture and some atmospheric effects, but there are noticeable limitations: occasional blur or softness, uneven sharpness across elements, and some color grading inconsistencies. The blue energy effects exist but do not consistently integrate with the scene, and the overall polish is not at a high-fidelity level. The sequence remains coherent, but it does not reach high-end visual realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes several prompt-relevant cues such as low-angle framing, visible blue energy, and warm lighting, and it conveys a sense of ascent. However, key aspects of the prompt — specifically the complete transformation of the Forbidden City into a single skyship and the seamless integration of the engines with the architecture — are not convincingly realized. The result reflects a moderate degree of alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The visuals maintain plausible architectural proportions and coherent lighting, and the blue energy appears within reasonable bounds. Yet the depiction of propulsion and structural integrity during the ascent lacks rigorous mechanical plausibility, and some interactions between energy effects and the environment feel slightly artificial. Overall, the scene remains believable but not deeply physically convincing.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, extreme wide-angle shot captures the impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology.",
+ "seed": 32871,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_12/index_2895_seed_32871_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.875,
+ "avg": 8.859375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, extreme wide-angle shot captures the impossible moment as the entire Forbidden City begins its majestic ascent. The camera then smoothly rises upward and pulls back for a sweeping drone shot, following the massive structure as it takes flight. The ancient vermilion-walled palaces and halls, with their iconic imperial yellow glazed tiled roofs, are rendered in hyperreal detail, yet the entire complex now appears as a single, unified skyship. Beneath its historic foundations, massive, intricately carved bronze engines radiate soft, pulsating blue energy, causing the surrounding moat to boil and steam. The vessel rises steadily and deliberately, not with a violent shudder, but with an irresistible, powerful grace, parting a thick blanket of dramatic, voluminous clouds. As it emerges into the vast, open sky above, golden hour sunlight catches the magnificent golden rooftop ridges, creating cinematic anamorphic lens flares and casting long, dramatic shadows across the massive buildings. Captured in a realistic, cinematic style, the scene evokes an atmosphere of breathtaking awe, seamlessly blending ancient grandeur with futuristic, impossible technology.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, extreme wide-angle shot capturing an impossible moment as the entire Forbidden City begins its ascent. It envisions a smooth upward camera movement, a sweeping drone-like view, and the structures taking flight while maintaining architectural integrity. The scene should feature ancient vermilion walls, imperial yellow-glazed roofs, and a unified skyship appearance. Massive bronze engines with blue energy, a steaming moat, and a steady, deliberate rise are also part of the concept. Cinematic lighting and an anamorphic look are expected to evoke awe and blend ancient grandeur with futuristic technology.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and recognizable architectural details, but there are noticeable inconsistencies in sharpness and some artifacts that affect cohesion. The upward motion is present, yet the sequence does not achieve a consistently smooth, cinematic feel throughout; occasional frame-to-frame variation and minor rendering artifacts reduce overall polish. The imagery remains legible and coherent, but it does not reach high-end realism or flawless visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). Core elements such as the low-angle perspective, the idea of the Forbidden City ascending, and the notion of a unified skyship are conveyed. However, several key aspects are underdeveloped or ambiguous: the dramatic ascent is not convincingly realized, the blue energy and bronze engine details are not clearly depicted, and the moat’s steam and the precise timing of the lift-off are not strongly established. The result captures the general concept but lacks full fidelity to the detailed prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence maintains plausible spatial relationships and a coherent narrative of ascent within a fantastical context. Yet the propulsion mechanism and energy effects are not convincingly explained, and some scale cues feel slightly off, which introduces mild inconsistencies in realism. Overall, the scene remains internally coherent and readable, though not fully grounded in real-world physics.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 3.1875,
+ "MQ": 2.78125,
+ "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 low-angle, extreme wide-angle shot capturing an impossible moment as the entire Forbidden City begins its ascent. It envisions a smooth upward camera movement, a sweeping drone-like view, and the structures taking flight while maintaining architectural integrity. The scene should feature ancient vermilion walls, imperial yellow-glazed roofs, and a unified skyship appearance. Massive bronze engines with blue energy, a steaming moat, and a steady, deliberate rise are also part of the concept. Cinematic lighting and an anamorphic look are expected to evoke awe and blend ancient grandeur with futuristic technology.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and recognizable architectural details, but there are noticeable inconsistencies in sharpness and some artifacts that affect cohesion. The upward motion is present, yet the sequence does not achieve a consistently smooth, cinematic feel throughout; occasional frame-to-frame variation and minor rendering artifacts reduce overall polish. The imagery remains legible and coherent, but it does not reach high-end realism or flawless visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). Core elements such as the low-angle perspective, the idea of the Forbidden City ascending, and the notion of a unified skyship are conveyed. However, several key aspects are underdeveloped or ambiguous: the dramatic ascent is not convincingly realized, the blue energy and bronze engine details are not clearly depicted, and the moat’s steam and the precise timing of the lift-off are not strongly established. The result captures the general concept but lacks full fidelity to the detailed prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence maintains plausible spatial relationships and a coherent narrative of ascent within a fantastical context. Yet the propulsion mechanism and energy effects are not convincingly explained, and some scale cues feel slightly off, which introduces mild inconsistencies in realism. Overall, the scene remains internally coherent and readable, though not fully grounded in real-world physics.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_15/index_tensor([3123, 3123])_group_15_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_15/index_tensor([3123, 3123])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa2d78571ecc40082d9537c594c938ff83e4e015
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_15/index_tensor([3123, 3123])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.",
+ "seed": 441,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_15/index_3123_seed_441_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.453125,
+ "video_score2_ta": 2.75,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.0,
+ "avg": 8.046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a massive stone demon with obsidian-like features, a tilted extreme Dutch-angle framing, a powerful right-fist strike against barren rocky ground, ground cracking, debris, and a high-contrast monochrome palette with bright highlights and deep shadows. The intended aesthetic emphasizes a moment of pure, primal destructive power and a visually striking composition.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some blurriness around the creature’s edges. Lighting and contrast are present, yet they do not consistently deliver the dramatic, high-contrast look described in the prompt. The rendering of the creature remains somewhat soft rather than crisp, and there are occasional inconsistencies in texture detail. The sequence maintains basic coherence, but the overall image fidelity does not reach high-end realism or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes several key elements such as a massive stone/demon figure, a tilted composition, and a bright light effect. However, crucial aspects of the prompt—specifically the ground-cracking event, the dynamic debris curtain, and the precise depiction of the obsidian texture—are not convincingly realized. The result captures some atmospheric cues but misses essential moments and effects that would strengthen fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The creature’s proportions and interaction with the rocky environment feel plausible within a fantasy context, and lighting/shadows are generally coherent. Yet there are minor inconsistencies in motion dynamics and environmental interaction that prevent a stronger sense of realism or internal logic from being fully established.\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": 2.453125,
+ "TA": 2.75,
+ "MQ": 2.84375,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a massive stone demon with obsidian-like features, a tilted extreme Dutch-angle framing, a powerful right-fist strike against barren rocky ground, ground cracking, debris, and a high-contrast monochrome palette with bright highlights and deep shadows. The intended aesthetic emphasizes a moment of pure, primal destructive power and a visually striking composition.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some blurriness around the creature’s edges. Lighting and contrast are present, yet they do not consistently deliver the dramatic, high-contrast look described in the prompt. The rendering of the creature remains somewhat soft rather than crisp, and there are occasional inconsistencies in texture detail. The sequence maintains basic coherence, but the overall image fidelity does not reach high-end realism or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes several key elements such as a massive stone/demon figure, a tilted composition, and a bright light effect. However, crucial aspects of the prompt—specifically the ground-cracking event, the dynamic debris curtain, and the precise depiction of the obsidian texture—are not convincingly realized. The result captures some atmospheric cues but misses essential moments and effects that would strengthen fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The creature’s proportions and interaction with the rocky environment feel plausible within a fantasy context, and lighting/shadows are generally coherent. Yet there are minor inconsistencies in motion dynamics and environmental interaction that prevent a stronger sense of realism or internal logic from being fully established.\n\nGround-truth scores: Visual Quality = 3; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.",
+ "seed": 442,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_15/index_3123_seed_442_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.484375,
+ "video_score2_ta": 2.65625,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 8.0,
+ "avg": 8.015625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a massive stone demon with obsidian-like features, an extreme Dutch-angle shot, a powerful right-fist strike against barren rocky ground, ground cracking, and a chaotic curtain of debris, all rendered in a high-contrast black-and-white aesthetic with sharp white highlights and deep blacks. The intended effect is a moment of pure, primal destructive power conveyed through dynamic motion and a tense composition.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the demon’s form, but there are noticeable artifacts and some blurring during action moments. Lighting and contrast are present but not consistently applied across frames, and a few frames exhibit mild distortions or instability. The sequence remains readable and coherent, though it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the massive stone demon, the extreme angle, and the notion of a forceful strike. However, crucial aspects of the prompt—ground cracking, a chaotic curtain of debris, and the specific high-contrast monochrome palette—are not fully realized. The result reflects a moderate level of fidelity to the original description rather than a full realization.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The demon’s anatomy and the implied physics of a powerful strike are generally plausible within the fantasy context, and the scene maintains coherent spatial relationships. Some minor inconsistencies appear in motion dynamics and environmental interaction, but they do not severely undermine overall believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.484375,
+ "TA": 2.65625,
+ "MQ": 2.875,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a massive stone demon with obsidian-like features, an extreme Dutch-angle shot, a powerful right-fist strike against barren rocky ground, ground cracking, and a chaotic curtain of debris, all rendered in a high-contrast black-and-white aesthetic with sharp white highlights and deep blacks. The intended effect is a moment of pure, primal destructive power conveyed through dynamic motion and a tense composition.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the demon’s form, but there are noticeable artifacts and some blurring during action moments. Lighting and contrast are present but not consistently applied across frames, and a few frames exhibit mild distortions or instability. The sequence remains readable and coherent, though it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the massive stone demon, the extreme angle, and the notion of a forceful strike. However, crucial aspects of the prompt—ground cracking, a chaotic curtain of debris, and the specific high-contrast monochrome palette—are not fully realized. The result reflects a moderate level of fidelity to the original description rather than a full realization.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The demon’s anatomy and the implied physics of a powerful strike are generally plausible within the fantasy context, and the scene maintains coherent spatial relationships. Some minor inconsistencies appear in motion dynamics and environmental interaction, but they do not severely undermine overall believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.",
+ "seed": 443,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_15/index_3123_seed_443_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme Dutch-angle shot featuring a massive stone demon made of deeply cracked obsidian, whose bulk dominates the frame as it thrusts a massive right fist with thunderous force into barren rocky ground. At the moment of impact, the ground should crackle and debris of varying sizes should be hurled into the air, forming a chaotic curtain around the demon's indestructible form. The scene is intended to be rendered in a high-contrast black-and-white palette with sharp white highlights on the demon's smooth obsidian surface and deep black shadows, conveying a moment of pure, primal destructive power.\n\nVisual Quality Analysis:\nAcross the frames, the rendering shows solid detail and consistent lighting, but the overall polish is moderate rather than pristine. There are occasional minor artifacts or slight softness in some frames, and the sequence does not reach the highest-end cinematic fidelity. The result is coherent and readable, yet not at the top tier of visual refinement.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a large, imposing figure with a stone-like appearance and a dynamic pose suggesting impact. However, key aspects of the prompt are not fully realized: the distinctive Dutch-angle perspective is not clearly present, and the dramatic ground-cracking/debris effects are not convincingly depicted. The black-and-white aesthetic and the intended chaotic curtain are only partially achieved. Overall, alignment is moderate, reflecting partial fulfillment of the creative vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and interaction within a fantasy context, with coherent lighting and shadow behavior. Some exaggerated or stylized elements (e.g., the extent of cracking or debris) are present but do not break internal logic. Overall, physical consistency is acceptable and coherent, though not exceptionally precise.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 2.796875,
+ "MQ": 2.9375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme Dutch-angle shot featuring a massive stone demon made of deeply cracked obsidian, whose bulk dominates the frame as it thrusts a massive right fist with thunderous force into barren rocky ground. At the moment of impact, the ground should crackle and debris of varying sizes should be hurled into the air, forming a chaotic curtain around the demon's indestructible form. The scene is intended to be rendered in a high-contrast black-and-white palette with sharp white highlights on the demon's smooth obsidian surface and deep black shadows, conveying a moment of pure, primal destructive power.\n\nVisual Quality Analysis:\nAcross the frames, the rendering shows solid detail and consistent lighting, but the overall polish is moderate rather than pristine. There are occasional minor artifacts or slight softness in some frames, and the sequence does not reach the highest-end cinematic fidelity. The result is coherent and readable, yet not at the top tier of visual refinement.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a large, imposing figure with a stone-like appearance and a dynamic pose suggesting impact. However, key aspects of the prompt are not fully realized: the distinctive Dutch-angle perspective is not clearly present, and the dramatic ground-cracking/debris effects are not convincingly depicted. The black-and-white aesthetic and the intended chaotic curtain are only partially achieved. Overall, alignment is moderate, reflecting partial fulfillment of the creative vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and interaction within a fantasy context, with coherent lighting and shadow behavior. Some exaggerated or stylized elements (e.g., the extent of cracking or debris) are present but do not break internal logic. Overall, physical consistency is acceptable and coherent, though not exceptionally precise.\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": 444,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_15/index_3123_seed_444_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.953125,
+ "video_score2_ta": 2.546875,
+ "video_score2_mq": 3.640625,
+ "video_score2_overall": 9.125,
+ "avg": 9.140625,
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+ "question_id": "videoscore2_overall",
+ "question": "Shot from an extreme Dutch angle, a massive stone demon, composed of deeply cracked obsidian, its bulk dominating the tilted frame, suddenly thrusts its massive right fist with thunderous force, slamming it into the barren rocky ground beneath. At the moment of catastrophic impact, the ground crackles, sending countless sharp rocks and debris of varying sizes hurled into the air, forming a chaotic curtain frozen in time that surrounds the demon's indestructible form. The entire scene is shrouded in a Robert Capa-esque, grainy, high-contrast black and white palette. A harsh, bright light carves sharp white highlights across the demon's smooth obsidian surface, while the cracks and shadows cast by its body sink into a pure, bottomless black, with virtually no intermediate shades of gray. This extreme visual style captures a moment of pure, primal destructive power, the tilted composition and frozen movement creating a breathtaking, imminent tension.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a massive stone demon with obsidian-like features, a tilted camera angle, a powerful right-fist strike against barren rocky ground, ground cracking, debris, a high-contrast black-and-white aesthetic, and a moment of pure destructive power. The description remains the same; the evaluation focuses on how well the video translates these elements.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the demon’s texture and lighting read clearly, with good contrast between dark surfaces and bright highlights. There are no obvious artifacts or distortions, and the rendering maintains consistent detail. However, the overall polish is moderate rather than cinematic-grade, so the Visual Quality score aligns with a 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt elements (massive stone demon, tilted framing, dynamic lighting). However, crucial moments described in the prompt—specifically the massive right-fist impact, the ground-cracking event, and the debris curtain—are not clearly realized in the footage. The result is partial alignment: some aspects are present, others are missing or underdeveloped. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the demon’s mass, gravity effects, and debris dispersion follow reasonable expectations, and there are no evident physics violations. The absence of certain dramatic events does not introduce inconsistencies; it simply means the narrative intensity described in the prompt is not fully realized. Therefore, Physical Consistency is rated as 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 2.953125,
+ "TA": 2.546875,
+ "MQ": 3.640625,
+ "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 dramatic scene featuring a massive stone demon with obsidian-like features, a tilted camera angle, a powerful right-fist strike against barren rocky ground, ground cracking, debris, a high-contrast black-and-white aesthetic, and a moment of pure destructive power. The description remains the same; the evaluation focuses on how well the video translates these elements.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the demon’s texture and lighting read clearly, with good contrast between dark surfaces and bright highlights. There are no obvious artifacts or distortions, and the rendering maintains consistent detail. However, the overall polish is moderate rather than cinematic-grade, so the Visual Quality score aligns with a 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt elements (massive stone demon, tilted framing, dynamic lighting). However, crucial moments described in the prompt—specifically the massive right-fist impact, the ground-cracking event, and the debris curtain—are not clearly realized in the footage. The result is partial alignment: some aspects are present, others are missing or underdeveloped. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the demon’s mass, gravity effects, and debris dispersion follow reasonable expectations, and there are no evident physics violations. The absence of certain dramatic events does not introduce inconsistencies; it simply means the narrative intensity described in the prompt is not fully realized. Therefore, Physical Consistency is rated as 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_2/index_tensor([9548, 9548])_group_2_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_2/index_tensor([9548, 9548])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..848e567b34a25a5200c120f0da32e530d144873c
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_2/index_tensor([9548, 9548])_group_2_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video carefully based on the provided frames and the text prompt.\n\nText Prompt Analysis:\nThe prompt describes a long-exposure tracking shot from a low angle following a dark, blurred car speeding along a deserted, multi-lane highway at night. The car's two blazing red LED taillights create two smooth, continuous laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some motion blur that reduce sharpness. The red light streaks are present and convey speed, yet they do not achieve the crisp, laser-like precision described in the prompt. The lighting and contrast are generally consistent, and the sequence remains coherent, but the overall image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements such as a low-angle tracking shot, a dark blurred car, a multi-lane highway at night, prominent red taillights, and a sense of speed. However, certain atmospheric details from the prompt are underrepresented or missing, notably the distant city glow and the neon halo on the horizon, which reduces perfect alignment. Despite these gaps, the main narrative and visual cues align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The car maintains plausible proportions and the motion blur conveys high-speed movement, with lighting interactions that feel believable. There are no major physics violations, though minor inconsistencies in light falloff and shadow behavior prevent a higher score.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.953125,
+ "TA": 3.53125,
+ "MQ": 3.328125,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video carefully based on the provided frames and the text prompt.\n\nText Prompt Analysis:\nThe prompt describes a long-exposure tracking shot from a low angle following a dark, blurred car speeding along a deserted, multi-lane highway at night. The car's two blazing red LED taillights create two smooth, continuous laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some motion blur that reduce sharpness. The red light streaks are present and convey speed, yet they do not achieve the crisp, laser-like precision described in the prompt. The lighting and contrast are generally consistent, and the sequence remains coherent, but the overall image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements such as a low-angle tracking shot, a dark blurred car, a multi-lane highway at night, prominent red taillights, and a sense of speed. However, certain atmospheric details from the prompt are underrepresented or missing, notably the distant city glow and the neon halo on the horizon, which reduces perfect alignment. Despite these gaps, the main narrative and visual cues align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The car maintains plausible proportions and the motion blur conveys high-speed movement, with lighting interactions that feel believable. There are no major physics violations, though minor inconsistencies in light falloff and shadow behavior prevent a higher score.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 7065,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_2/index_9548_seed_7065_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.640625,
+ "video_score2_ta": 3.71875,
+ "video_score2_mq": 3.359375,
+ "video_score2_overall": 9.75,
+ "avg": 9.71875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "long-exposure tracking shot, shot from a low angle, follows a dark, blurred car as it speeds along a deserted, multi-lane highway at night. The car's two blazing, bright-red LED taillights create two smooth, continuous, laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all-consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold-toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video carefully based on the provided frames and the text prompt.\n\nText Prompt Analysis:\nThe prompt describes a long-exposure tracking shot from a low angle following a dark, blurred car along a deserted, multi-lane highway at night. The car features two blazing red LED taillights that produce smooth, continuous red streaks across the darkness. These streaks cast long, oscillating shadows on the damp asphalt, and the scene includes a distant city outline with blue, purple, and magenta neon lighting, conveying speed, futuristic loneliness, and mystery.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show noticeable motion blur consistent with a long-exposure tracking shot, but some frames exhibit softness beyond what would be expected for a deliberate effect. The red light streaks are present and legible, yet their sharpness varies and occasional artifacts appear. The contrast between the dark night sky and bright lights remains, and the road markings are visible, though fine details are not consistently crisp. The sequence maintains a coherent look, but there are moments where clarity dips below ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a dark, blurred car, a multi-lane highway at night, prominent red taillights, and the neon city glow in the distance. The mood of speed and mystery is conveyed through lighting and composition. Minor deviations exist in the precise geometry of the light streaks and the timing of the distant city outline, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally behaves plausibly: the car’s motion, perspective, and lighting interactions align with a nighttime highway scenario. However, there are small inconsistencies in light dynamics and shadow behavior that prevent a higher level of realism, though they do not break the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.640625,
+ "TA": 3.71875,
+ "MQ": 3.359375,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video carefully based on the provided frames and the text prompt.\n\nText Prompt Analysis:\nThe prompt describes a long-exposure tracking shot from a low angle following a dark, blurred car along a deserted, multi-lane highway at night. The car features two blazing red LED taillights that produce smooth, continuous red streaks across the darkness. These streaks cast long, oscillating shadows on the damp asphalt, and the scene includes a distant city outline with blue, purple, and magenta neon lighting, conveying speed, futuristic loneliness, and mystery.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show noticeable motion blur consistent with a long-exposure tracking shot, but some frames exhibit softness beyond what would be expected for a deliberate effect. The red light streaks are present and legible, yet their sharpness varies and occasional artifacts appear. The contrast between the dark night sky and bright lights remains, and the road markings are visible, though fine details are not consistently crisp. The sequence maintains a coherent look, but there are moments where clarity dips below ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a dark, blurred car, a multi-lane highway at night, prominent red taillights, and the neon city glow in the distance. The mood of speed and mystery is conveyed through lighting and composition. Minor deviations exist in the precise geometry of the light streaks and the timing of the distant city outline, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally behaves plausibly: the car’s motion, perspective, and lighting interactions align with a nighttime highway scenario. However, there are small inconsistencies in light dynamics and shadow behavior that prevent a higher level of realism, though they do not break the overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "long-exposure tracking shot, shot from a low angle, follows a dark, blurred car as it speeds along a deserted, multi-lane highway at night. The car's two blazing, bright-red LED taillights create two smooth, continuous, laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all-consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold-toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown.",
+ "seed": 7066,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_2/index_9548_seed_7066_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 10.125,
+ "avg": 10.109375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "long-exposure tracking shot, shot from a low angle, follows a dark, blurred car as it speeds along a deserted, multi-lane highway at night. The car's two blazing, bright-red LED taillights create two smooth, continuous, laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all-consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold-toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video carefully based on the provided frames and the text prompt.\n\nText Prompt Analysis:\nThe prompt describes a long-exposure tracking shot from a low angle following a dark, blurred car along a deserted, multi-lane highway at night. The car features two blazing red LED taillights that produce smooth, continuous red streaks across the darkness. These streaks cast long shadows on the damp asphalt, enhancing the sense of speed. The highway extends straight ahead into the distance, with a faint city outline on the horizon marked by blue, purple, and magenta lights, suggesting a cyberpunk mood. The car appears to move toward the distant light with unwavering determination, while the body largely blends into the night except for the red light strips.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, which can be intentional for the long-exposure effect or a limitation of the generation process. The red streaks are clearly visible and well-defined, and the contrast between the dark road and bright lights remains effective. There are no major distortions or artifacts, and brightness/contrast stay consistent across frames. The sequence maintains smooth transitions, contributing to a coherent visual experience, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a dark, blurred car, a multi-lane highway at night, prominent red taillights producing streaks, and a distant city outline with blue/purple/magenta lights. The damp asphalt and long shadows align with the described mood. Minor deviations exist in the precise geometry of the light streaks and the exact timing of the distant city glow, but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the car’s motion, light interactions, and perspective feel believable. However, there are small inconsistencies in how light streaks interact with the environment and in the timing of distant lighting cues, which prevent a higher level of realism. Overall, the dynamics remain coherent and credible, with room for refinement.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.75,
+ "MQ": 3.25,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video carefully based on the provided frames and the text prompt.\n\nText Prompt Analysis:\nThe prompt describes a long-exposure tracking shot from a low angle following a dark, blurred car along a deserted, multi-lane highway at night. The car features two blazing red LED taillights that produce smooth, continuous red streaks across the darkness. These streaks cast long shadows on the damp asphalt, enhancing the sense of speed. The highway extends straight ahead into the distance, with a faint city outline on the horizon marked by blue, purple, and magenta lights, suggesting a cyberpunk mood. The car appears to move toward the distant light with unwavering determination, while the body largely blends into the night except for the red light strips.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, which can be intentional for the long-exposure effect or a limitation of the generation process. The red streaks are clearly visible and well-defined, and the contrast between the dark road and bright lights remains effective. There are no major distortions or artifacts, and brightness/contrast stay consistent across frames. The sequence maintains smooth transitions, contributing to a coherent visual experience, though the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a dark, blurred car, a multi-lane highway at night, prominent red taillights producing streaks, and a distant city outline with blue/purple/magenta lights. The damp asphalt and long shadows align with the described mood. Minor deviations exist in the precise geometry of the light streaks and the exact timing of the distant city glow, but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the car’s motion, light interactions, and perspective feel believable. However, there are small inconsistencies in how light streaks interact with the environment and in the timing of distant lighting cues, which prevent a higher level of realism. Overall, the dynamics remain coherent and credible, with room for refinement.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "long-exposure tracking shot, shot from a low angle, follows a dark, blurred car as it speeds along a deserted, multi-lane highway at night. The car's two blazing, bright-red LED taillights create two smooth, continuous, laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all-consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold-toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown.",
+ "seed": 7067,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_2/index_9548_seed_7067_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.625,
+ "video_score2_mq": 3.4375,
+ "video_score2_overall": 10.1875,
+ "avg": 10.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "long-exposure tracking shot, shot from a low angle, follows a dark, blurred car as it speeds along a deserted, multi-lane highway at night. The car's two blazing, bright-red LED taillights create two smooth, continuous, laser-sharp streaks of red light across the profound darkness. These streaks cast long, oscillating shadows on the asphalt, slightly damp from the night's humidity, amplifying the single trajectory of movement into a flowing curtain of light. The highway stretches straight ahead, bounded by endless, all-consuming darkness on either side. On the distant horizon, the outline of a city is outlined by a hazy, flickering neon halo of blue, purple, and magenta, like a distant, unreachable cyberpunk dream. The car is speeding towards the distant light with unwavering determination. The car body itself almost blends into the night, with only the two eye-catching red light strips proving its existence and speed. The whole scene is based on deep black, illuminated by eye-catching red lines and cold-toned distant light, creating a strong sense of speed, futuristic loneliness and a mysterious atmosphere of rushing into the unknown.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
+ "frame_importance": [
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+ 0.3972606658935547
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video carefully based on the provided frames and the text prompt.\n\nText Prompt Analysis:\nThe prompt describes a long-exposure tracking shot from a low angle following a dark, blurred car along a deserted, multi-lane highway at night. The car features two blazing red LED taillights that produce smooth, continuous red streaks across the darkness. These streaks cast long, oscillating shadows on the damp asphalt, and the scene includes a distant city outline with blue/purple/magenta neon lighting, conveying speed, futuristic loneliness, and mystery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially around the car silhouette. The red light streaks are present and contribute to the intended aesthetic, yet there are occasional artifacts and slight inconsistencies in sharpness across frames. The lighting and contrast support the nocturnal mood, but the overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle tracking shot, a dark, blurred car, a multi-lane highway at night, prominent red taillights, and the long-exposure streaks. The distant city lights and the neon-halo ambiance are visible, reinforcing the futuristic atmosphere. Minor deviations exist in the precise dynamics of light interaction and shadow behavior, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics for a night highway, with coherent motion cues and lighting interactions. However, there are small inconsistencies in light scattering, shadow timing, and atmospheric effects that prevent a higher level of realism. Overall, the depiction remains believable within the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.625,
+ "MQ": 3.4375,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video carefully based on the provided frames and the text prompt.\n\nText Prompt Analysis:\nThe prompt describes a long-exposure tracking shot from a low angle following a dark, blurred car along a deserted, multi-lane highway at night. The car features two blazing red LED taillights that produce smooth, continuous red streaks across the darkness. These streaks cast long, oscillating shadows on the damp asphalt, and the scene includes a distant city outline with blue/purple/magenta neon lighting, conveying speed, futuristic loneliness, and mystery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially around the car silhouette. The red light streaks are present and contribute to the intended aesthetic, yet there are occasional artifacts and slight inconsistencies in sharpness across frames. The lighting and contrast support the nocturnal mood, but the overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle tracking shot, a dark, blurred car, a multi-lane highway at night, prominent red taillights, and the long-exposure streaks. The distant city lights and the neon-halo ambiance are visible, reinforcing the futuristic atmosphere. Minor deviations exist in the precise dynamics of light interaction and shadow behavior, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics for a night highway, with coherent motion cues and lighting interactions. However, there are small inconsistencies in light scattering, shadow timing, and atmospheric effects that prevent a higher level of realism. Overall, the depiction remains believable within the described scenario.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_5/index_tensor([2140, 2140])_group_5_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_5/index_tensor([2140, 2140])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..32aa67fa0819c37f9e97c9d803a69278b7507261
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_5/index_tensor([2140, 2140])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.",
+ "seed": 3273,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_5/index_2140_seed_3273_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.0,
+ "avg": 9.0,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.",
+ "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 close-up from a slightly low angle with a slow rightward pan, featuring a bony, aged left hand holding an antique bronze wine jar with faint carved motifs, transitioning to a younger, more slender right hand as luminous golden digital particles stream from the jar, forming a flowing river of light against a dark background. The scene aims for a mysterious, solemn, highly surreal atmosphere with clear digital-sculpture aesthetics.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the hands and the jar, with consistent lighting and a convincing metallic sheen. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The particle effects are present but do not reach the level of polish implied by the prompt, contributing to a mid-range overall impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the close-up framing, the left hand, the bronze jar, and the particle emission. Yet some aspects diverge: the right-hand appearance does not strongly match the described younger, slender profile, and the particle dynamics and lighting do not fully embody the dramatic, flowing river of light envisioned. Overall, the alignment sits in the middle rather than at the extremes.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interaction between hands and the jar appears plausible, with reasonable finger placement and weight distribution. The particle behavior is stylized and not strictly governed by real-world physics, which is acceptable within a surreal context, but it does not fully reinforce real-world common-sense expectations throughout the 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": 3.15625,
+ "TA": 2.875,
+ "MQ": 2.96875,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up from a slightly low angle with a slow rightward pan, featuring a bony, aged left hand holding an antique bronze wine jar with faint carved motifs, transitioning to a younger, more slender right hand as luminous golden digital particles stream from the jar, forming a flowing river of light against a dark background. The scene aims for a mysterious, solemn, highly surreal atmosphere with clear digital-sculpture aesthetics.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the hands and the jar, with consistent lighting and a convincing metallic sheen. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The particle effects are present but do not reach the level of polish implied by the prompt, contributing to a mid-range overall impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the close-up framing, the left hand, the bronze jar, and the particle emission. Yet some aspects diverge: the right-hand appearance does not strongly match the described younger, slender profile, and the particle dynamics and lighting do not fully embody the dramatic, flowing river of light envisioned. Overall, the alignment sits in the middle rather than at the extremes.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interaction between hands and the jar appears plausible, with reasonable finger placement and weight distribution. The particle behavior is stylized and not strictly governed by real-world physics, which is acceptable within a surreal context, but it does not fully reinforce real-world common-sense expectations throughout the 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"
+ ]
+ },
+ {
+ "prompt": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.",
+ "seed": 3274,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_5/index_2140_seed_3274_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 2.859375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.0,
+ "avg": 8.96875,
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+ {
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+ "question": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up from a slightly low angle with a slow rightward pan, featuring a bony, aged left hand holding an antique bronze wine jar with faint carved motifs, transitioning to a younger, slender right hand as luminous golden digital particles cascade between them, forming a flowing river of light against deep darkness. The scene aims for a mysterious, solemn, highly surreal atmosphere with clear digital-sculpture aesthetics.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with some minor softness and occasional motion blur during particle effects. Lighting remains consistent, and the contrast between the dark background and the luminous particles is preserved. There are no major distortions or artifacts, though the particle rendering and fine hand details could be sharper. The sequence reads as coherent, but it does not reach high-end sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, a slightly low angle, a rightward pan, a bony left hand with age markings, an ornate bronze jar, a transition to a younger right hand, and a cascade of golden digital particles forming a flowing light river. The mood and surreal aesthetic are well conveyed. Minor deviations exist in the exact timing of the pan and in the precise depiction of the jar’s carvings, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Hand interactions appear plausible, and the particle dynamics follow a believable arc and gravity-based flow. However, there are subtle inconsistencies in scale and timing that prevent a higher level of realism; the particle behavior is stylized rather than strictly 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": 3.0625,
+ "TA": 2.859375,
+ "MQ": 3.046875,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up from a slightly low angle with a slow rightward pan, featuring a bony, aged left hand holding an antique bronze wine jar with faint carved motifs, transitioning to a younger, slender right hand as luminous golden digital particles cascade between them, forming a flowing river of light against deep darkness. The scene aims for a mysterious, solemn, highly surreal atmosphere with clear digital-sculpture aesthetics.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with some minor softness and occasional motion blur during particle effects. Lighting remains consistent, and the contrast between the dark background and the luminous particles is preserved. There are no major distortions or artifacts, though the particle rendering and fine hand details could be sharper. The sequence reads as coherent, but it does not reach high-end sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, a slightly low angle, a rightward pan, a bony left hand with age markings, an ornate bronze jar, a transition to a younger right hand, and a cascade of golden digital particles forming a flowing light river. The mood and surreal aesthetic are well conveyed. Minor deviations exist in the exact timing of the pan and in the precise depiction of the jar’s carvings, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Hand interactions appear plausible, and the particle dynamics follow a believable arc and gravity-based flow. However, there are subtle inconsistencies in scale and timing that prevent a higher level of realism; the particle behavior is stylized rather than strictly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.",
+ "seed": 3275,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_5/index_2140_seed_3275_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 2.75,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.75,
+ "avg": 8.734375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up from a slightly low angle with a slow rightward pan, featuring a bony left hand holding an antique bronze wine jar with a thin patina and faint carved motifs, transitioning to a younger, more slender right hand as a golden particle stream erupts from the jar, forming a luminous river of light against deep darkness. The scene aims for a mysterious, solemn, highly surreal atmosphere with extreme clarity and delicate digital sculpture visuals.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the hands and the bronze vessel, with warm lighting and a convincing glow. However, there are occasional minor artifacts and slight inconsistencies in motion between frames that prevent a higher rating. The particle effects are present but do not reach the level of polish implied by the prompt.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the close-up framing, the left bony hand, the bronze vessel, and the particle emission. Yet some aspects are underdeveloped or ambiguous: the right hand’s appearance does not strongly convey youth or slender anatomy, the camera pan is not clearly demonstrated across the sequence, and the overall motion and dynamics of the particle stream are not consistently aligned with the described progression. The result reflects partial fidelity to the prompt rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interaction appears plausible, with believable hand positioning and material rendering. Nevertheless, the particle behavior and its relation to gravity and contact points are not always physically coherent, and some lighting interactions could be more consistent with the scene’s geometry. Overall, the scene maintains basic realism while exhibiting notable gaps in precise physical modeling.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0,
+ "TA": 2.75,
+ "MQ": 2.984375,
+ "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 close-up from a slightly low angle with a slow rightward pan, featuring a bony left hand holding an antique bronze wine jar with a thin patina and faint carved motifs, transitioning to a younger, more slender right hand as a golden particle stream erupts from the jar, forming a luminous river of light against deep darkness. The scene aims for a mysterious, solemn, highly surreal atmosphere with extreme clarity and delicate digital sculpture visuals.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the hands and the bronze vessel, with warm lighting and a convincing glow. However, there are occasional minor artifacts and slight inconsistencies in motion between frames that prevent a higher rating. The particle effects are present but do not reach the level of polish implied by the prompt.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the close-up framing, the left bony hand, the bronze vessel, and the particle emission. Yet some aspects are underdeveloped or ambiguous: the right hand’s appearance does not strongly convey youth or slender anatomy, the camera pan is not clearly demonstrated across the sequence, and the overall motion and dynamics of the particle stream are not consistently aligned with the described progression. The result reflects partial fidelity to the prompt rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interaction appears plausible, with believable hand positioning and material rendering. Nevertheless, the particle behavior and its relation to gravity and contact points are not always physically coherent, and some lighting interactions could be more consistent with the scene’s geometry. Overall, the scene maintains basic realism while exhibiting notable gaps in precise physical modeling.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.",
+ "seed": 3276,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_5/index_2140_seed_3276_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.5,
+ "video_score2_ta": 2.546875,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 7.9375,
+ "avg": 7.9375,
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+ "question": "In a close-up shot from a slightly low angle, the camera pans to the right at an incredibly slow and steady pace, creating a continuous visual narrative. On the left, a bony hand, its skin slightly marked by age, carefully holds an antique bronze wine jar. The jar's surface is coated in a thin, uneven patina, intricately carved with faint Taotie motifs, reflecting a soft metallic luster in the gloom. As this hand slowly and steadily passes the jar to a younger, more slender hand on the right, which stands ready to receive it with reverent gesture, a breathtaking scene unfolds: not liquid, but a torrent of countless tiny, luminous golden digital particles, each one clearly visible, as if digitally sculpted. These surreal golden particles trace an elegant arc against the pure, profound darkness, converging into a brilliant, flowing river of light. They are the only light sources in the scene, and their warm and dazzling glow illuminates the skin texture of the hands, the curvature of the nails, and the ancient details on the bronze wine vat, creating a mysterious, solemn and highly surreal atmosphere. The entire picture presents the ultimate clarity and delicacy of digital sculpture.",
+ "token_credit_reward": 7.9375,
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+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 1,
+ 2,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up from a slightly low angle with a slow rightward pan, featuring a bony, aged left hand holding an antique bronze wine jar with faint carved motifs, transitioning to a younger, more slender right hand that receives a shower of luminous golden digital particles forming a flowing river of light. The scene aims for a mysterious, solemn, highly surreal atmosphere with extreme clarity and delicate digital sculpture.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some blur and occasional artifacts. Lighting creates a moody atmosphere, but there are inconsistencies in sharpness across frames and some motion blur during transitions. The golden particle effects are present but not consistently crisp, and the overall polish is mid-range rather than high-end.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the close-up framing, the left bony hand, the bronze jar with carvings, and the transition to a second hand and the particle effects. However, certain aspects are underdeveloped or ambiguous: the camera pan is not clearly demonstrated as a slow rightward movement, the particle dynamics do not always align with the described arc, and the overall sense of a dramatic, flowing river of light is not fully realized. The result reflects a moderate level of fidelity to the original vision.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand interactions appear plausible, and the jar maintains its form through the sequence. The particle behavior is generally coherent with lighting cues, though some trajectories feel slightly artificial and the particle effects do not always follow natural physical paths. Overall, the scene remains believable within a stylized, surreal context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5,
+ "TA": 2.546875,
+ "MQ": 2.890625,
+ "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 a close-up from a slightly low angle with a slow rightward pan, featuring a bony, aged left hand holding an antique bronze wine jar with faint carved motifs, transitioning to a younger, more slender right hand that receives a shower of luminous golden digital particles forming a flowing river of light. The scene aims for a mysterious, solemn, highly surreal atmosphere with extreme clarity and delicate digital sculpture.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some blur and occasional artifacts. Lighting creates a moody atmosphere, but there are inconsistencies in sharpness across frames and some motion blur during transitions. The golden particle effects are present but not consistently crisp, and the overall polish is mid-range rather than high-end.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the close-up framing, the left bony hand, the bronze jar with carvings, and the transition to a second hand and the particle effects. However, certain aspects are underdeveloped or ambiguous: the camera pan is not clearly demonstrated as a slow rightward movement, the particle dynamics do not always align with the described arc, and the overall sense of a dramatic, flowing river of light is not fully realized. The result reflects a moderate level of fidelity to the original vision.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand interactions appear plausible, and the jar maintains its form through the sequence. The particle behavior is generally coherent with lighting cues, though some trajectories feel slightly artificial and the particle effects do not always follow natural physical paths. Overall, the scene remains believable within a stylized, surreal context.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_8/index_tensor([1827, 1827])_group_8_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_8/index_tensor([1827, 1827])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..75e1d9fa72504762cc36121f914378294bd495ee
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_8/index_tensor([1827, 1827])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, the camera trembling slightly with the unsteadiness of a handheld shot, captures a massive, multi-segmented creature exploring the floor of a deep cave. The environment is composed entirely of rough, sharp-edged pixelated blocks, with the floor and walls adorned in a blend of dark gray, brown, and dusky purple. The only glimmer of light comes from scattered, shimmering blue pixels, casting long, dynamic, pixelated shadows. The creature's massive body is composed of segments of a sleek, jet-black carapace, which, in the dim light, reflects a shifting, iridescent sheen similar to petroleum. Countless slender, sharp, articulated legs swirl in unison on either side of its body in a hypnotic, undulating rhythm, propelling it calmly across the pixelated ground. Occasionally, it pauses, slightly raising its head as if to sense its surroundings. The erratic camera movement contrasts sharply with the creature's rhythmic, relentless movement. Combined with the unique visual style of pixel art and the eerie lighting and shadows, it creates a powerful, unsettling sense of exploration.",
+ "seed": 33122,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_8/index_1827_seed_33122_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.734375,
+ "video_score2_ta": 2.390625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.1875,
+ "avg": 8.1875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, the camera trembling slightly with the unsteadiness of a handheld shot, captures a massive, multi-segmented creature exploring the floor of a deep cave. The environment is composed entirely of rough, sharp-edged pixelated blocks, with the floor and walls adorned in a blend of dark gray, brown, and dusky purple. The only glimmer of light comes from scattered, shimmering blue pixels, casting long, dynamic, pixelated shadows. The creature's massive body is composed of segments of a sleek, jet-black carapace, which, in the dim light, reflects a shifting, iridescent sheen similar to petroleum. Countless slender, sharp, articulated legs swirl in unison on either side of its body in a hypnotic, undulating rhythm, propelling it calmly across the pixelated ground. Occasionally, it pauses, slightly raising its head as if to sense its surroundings. The erratic camera movement contrasts sharply with the creature's rhythmic, relentless movement. Combined with the unique visual style of pixel art and the eerie lighting and shadows, it creates a powerful, unsettling sense of exploration.",
+ "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. 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 scene with a large, multi-segmented creature exploring the floor of a deep cave. The environment is composed of rough, sharp-edged pixelated blocks, with the floor and walls in dark gray, brown, and dusky purple. The only light comes from scattered blue pixels, casting long, dynamic shadows. The creature's massive body is segmented and jet black, with a sheen like that of petroleum. Countless slender, articulated legs move in unison on either side of the body in a hypnotic, undulating rhythm, propelling it across the pixelated ground. The camera should be slightly upward, with some trembling to convey a handheld feel. Overall, the prompt envisions a highly dynamic, visually distinctive scene.\n\nVisual Quality Assessment:\nThe video adopts a pixel-art aesthetic consistent with the prompt, but the overall visual quality sits at a moderate level. The resolution is adequate for the intended style, yet there are noticeable limitations in fine detail and texture fidelity. The creature remains clearly defined against the background, and the color palette aligns with the described tones, though some shading and edge definition are simplified by the pixel constraint. Movement between frames is present but not highly fluid, reflecting the inherent constraints of the pixel-based rendering. In sum, the visuals are coherent and stylistically faithful, but do not reach high-end fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several core elements such as the general silhouette, the multi-segmented form, and the dark coloration with a glossy sheen. However, key aspects of the prompt are underrepresented or missing: the environment reads more as a stylized platform rather than a fully realized cave, and the leg articulation and dynamic motion are not convincingly conveyed. The lighting and shadow behavior do not consistently reflect the described blue pixel illumination, and the overall sense of exploration and depth is limited. The result is a moderate alignment where the concept is recognizable but many specific details diverge from the original description.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic internal coherence within the pixel-art framework. Proportions and the segmented structure are plausible enough to avoid obvious contradictions, and the creature interacts with the ground in a believable manner given the stylized constraints. Some aspects, such as the leg dynamics and the environmental context, are simplified or stylized, which reduces strict physical realism. Overall, common-sense consistency is acceptable but not strong, reflecting a mid-level alignment with real-world expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.734375,
+ "TA": 2.390625,
+ "MQ": 3.0625,
+ "Overall": 8.1875
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a scene with a large, multi-segmented creature exploring the floor of a deep cave. The environment is composed of rough, sharp-edged pixelated blocks, with the floor and walls in dark gray, brown, and dusky purple. The only light comes from scattered blue pixels, casting long, dynamic shadows. The creature's massive body is segmented and jet black, with a sheen like that of petroleum. Countless slender, articulated legs move in unison on either side of the body in a hypnotic, undulating rhythm, propelling it across the pixelated ground. The camera should be slightly upward, with some trembling to convey a handheld feel. Overall, the prompt envisions a highly dynamic, visually distinctive scene.\n\nVisual Quality Assessment:\nThe video adopts a pixel-art aesthetic consistent with the prompt, but the overall visual quality sits at a moderate level. The resolution is adequate for the intended style, yet there are noticeable limitations in fine detail and texture fidelity. The creature remains clearly defined against the background, and the color palette aligns with the described tones, though some shading and edge definition are simplified by the pixel constraint. Movement between frames is present but not highly fluid, reflecting the inherent constraints of the pixel-based rendering. In sum, the visuals are coherent and stylistically faithful, but do not reach high-end fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several core elements such as the general silhouette, the multi-segmented form, and the dark coloration with a glossy sheen. However, key aspects of the prompt are underrepresented or missing: the environment reads more as a stylized platform rather than a fully realized cave, and the leg articulation and dynamic motion are not convincingly conveyed. The lighting and shadow behavior do not consistently reflect the described blue pixel illumination, and the overall sense of exploration and depth is limited. The result is a moderate alignment where the concept is recognizable but many specific details diverge from the original description.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic internal coherence within the pixel-art framework. Proportions and the segmented structure are plausible enough to avoid obvious contradictions, and the creature interacts with the ground in a believable manner given the stylized constraints. Some aspects, such as the leg dynamics and the environmental context, are simplified or stylized, which reduces strict physical realism. Overall, common-sense consistency is acceptable but not strong, reflecting a mid-level alignment with real-world expectations.\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": 33123,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_8/index_1827_seed_33123_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 3.0,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.0,
+ "avg": 8.96875,
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, the camera trembling slightly with the unsteadiness of a handheld shot, captures a massive, multi-segmented creature exploring the floor of a deep cave. The environment is composed entirely of rough, sharp-edged pixelated blocks, with the floor and walls adorned in a blend of dark gray, brown, and dusky purple. The only glimmer of light comes from scattered, shimmering blue pixels, casting long, dynamic, pixelated shadows. The creature's massive body is composed of segments of a sleek, jet-black carapace, which, in the dim light, reflects a shifting, iridescent sheen similar to petroleum. Countless slender, sharp, articulated legs swirl in unison on either side of its body in a hypnotic, undulating rhythm, propelling it calmly across the pixelated ground. Occasionally, it pauses, slightly raising its head as if to sense its surroundings. The erratic camera movement contrasts sharply with the creature's rhythmic, relentless movement. Combined with the unique visual style of pixel art and the eerie lighting and shadows, it creates a powerful, unsettling sense of exploration.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a massive multi-segmented creature exploring a deep cave. The environment is composed of rough, sharp-edged pixelated blocks in dark gray, brown, and dusky purple, with blue pixel lights providing the only illumination. The creature’s segmented, jet-black carapace reflects a shifting, iridescent sheen like petroleum. It moves with numerous slender, articulated legs in a hypnotic, undulating rhythm, occasionally pausing to sense its surroundings, while the camera remains erratic.\n\nVisual Quality Analysis:\nThe video adopts a clearly pixel-art aesthetic with blocky textures and a blue glow that aligns with the prompt’s atmosphere. However, overall visual fidelity is moderate rather than high-end; some frames show mild aliasing or edge softness, and the resolution is adequate but not exceptional. The lighting and shadows are consistent with the scene, and the creature remains legible against the background, though fine details are intentionally simplified by design. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—pixelated environment, blue lighting, and a large segmented creature with articulated legs moving through a cave-like setting. However, certain aspects are not perfectly realized: the exact camera motion (handheld shake) and the precise interaction between the creature’s movement and the ground are not consistently demonstrated, and some environmental cues (e.g., the specific color palette and the nuanced lighting dynamics) are approximated. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe creature’s locomotion and its interaction with the pixelated terrain are generally plausible within the stylized framework, with coherent lighting and shadow behavior supporting the scene’s logic. Some micro-physics details are simplified due to the pixel-art approach, but there are no glaring inconsistencies. Overall, Physical/Common-sense Consistency is mid-range (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": 3.0,
+ "MQ": 3.046875,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a massive multi-segmented creature exploring a deep cave. The environment is composed of rough, sharp-edged pixelated blocks in dark gray, brown, and dusky purple, with blue pixel lights providing the only illumination. The creature’s segmented, jet-black carapace reflects a shifting, iridescent sheen like petroleum. It moves with numerous slender, articulated legs in a hypnotic, undulating rhythm, occasionally pausing to sense its surroundings, while the camera remains erratic.\n\nVisual Quality Analysis:\nThe video adopts a clearly pixel-art aesthetic with blocky textures and a blue glow that aligns with the prompt’s atmosphere. However, overall visual fidelity is moderate rather than high-end; some frames show mild aliasing or edge softness, and the resolution is adequate but not exceptional. The lighting and shadows are consistent with the scene, and the creature remains legible against the background, though fine details are intentionally simplified by design. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—pixelated environment, blue lighting, and a large segmented creature with articulated legs moving through a cave-like setting. However, certain aspects are not perfectly realized: the exact camera motion (handheld shake) and the precise interaction between the creature’s movement and the ground are not consistently demonstrated, and some environmental cues (e.g., the specific color palette and the nuanced lighting dynamics) are approximated. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe creature’s locomotion and its interaction with the pixelated terrain are generally plausible within the stylized framework, with coherent lighting and shadow behavior supporting the scene’s logic. Some micro-physics details are simplified due to the pixel-art approach, but there are no glaring inconsistencies. Overall, Physical/Common-sense Consistency is mid-range (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": 33124,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_8/index_1827_seed_33124_dp_17_rank_34_sample_2_slot_0.mp4",
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+ "avg": 9.625,
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+ "token_credit_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a massive multi-segmented creature exploring a deep cave floor. The environment is composed of rough, sharp-edged pixelated blocks, with a blend of dark gray, brown, and dusky purple tones. Blue shimmering pixels provide the only light, casting pixelated shadows. The creature’s massive body comprises segments of a sleek, jet-black carapace that reflects shifting, iridescent sheen like petroleum. Countless slender, sharp, articulated legs move in unison on either side in a hypnotic, undulating rhythm, with occasional pauses as the creature seems to sense its surroundings. The erratic camera movement contrasts with the creature’s steady, rhythmic motion, and the pixel-art style combined with eerie lighting yields a powerful, unsettling sense of exploration.\n\nVisual Quality Assessment:\nThe video adopts a deliberate pixel-art aesthetic with clear silhouettes and readable details. The resolution is adequate for the intended look, and the color palette remains consistent across frames. Lighting and shadows contribute to depth, and the overall composition stays coherent throughout. However, there are minor frame-to-frame inconsistencies in the creature’s leg articulation and some subtle motion jitter, which prevent a higher-end visual score. Overall, Visual Quality aligns with a mid-range assessment (3).\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: the medium shot, the slightly upward angle, the presence of a massive multi-segmented creature, the exploration of a pixelated cave floor, and the distinctive blue pixel lighting. The creature’s segmented carapace and leg articulation are present, and the general atmosphere matches the intended mood. Some nuanced aspects—such as the exact timing of leg movements and the intensity of the sheen under dim light—are not perfectly realized, but they do not significantly detract from alignment. Overall, Text-to-Video Alignment is strong (4).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and a believable interaction between the creature and the pixelated terrain within the stylized framework. Movement and lighting are coherent with the environment, and no obvious physical contradictions arise. Minor deviations in leg dynamics or shading exist but do not undermine overall consistency. Overall, Physical Consistency is solid (3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.140625,
+ "MQ": 3.28125,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a massive multi-segmented creature exploring a deep cave floor. The environment is composed of rough, sharp-edged pixelated blocks, with a blend of dark gray, brown, and dusky purple tones. Blue shimmering pixels provide the only light, casting pixelated shadows. The creature’s massive body comprises segments of a sleek, jet-black carapace that reflects shifting, iridescent sheen like petroleum. Countless slender, sharp, articulated legs move in unison on either side in a hypnotic, undulating rhythm, with occasional pauses as the creature seems to sense its surroundings. The erratic camera movement contrasts with the creature’s steady, rhythmic motion, and the pixel-art style combined with eerie lighting yields a powerful, unsettling sense of exploration.\n\nVisual Quality Assessment:\nThe video adopts a deliberate pixel-art aesthetic with clear silhouettes and readable details. The resolution is adequate for the intended look, and the color palette remains consistent across frames. Lighting and shadows contribute to depth, and the overall composition stays coherent throughout. However, there are minor frame-to-frame inconsistencies in the creature’s leg articulation and some subtle motion jitter, which prevent a higher-end visual score. Overall, Visual Quality aligns with a mid-range assessment (3).\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt elements: the medium shot, the slightly upward angle, the presence of a massive multi-segmented creature, the exploration of a pixelated cave floor, and the distinctive blue pixel lighting. The creature’s segmented carapace and leg articulation are present, and the general atmosphere matches the intended mood. Some nuanced aspects—such as the exact timing of leg movements and the intensity of the sheen under dim light—are not perfectly realized, but they do not significantly detract from alignment. Overall, Text-to-Video Alignment is strong (4).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and a believable interaction between the creature and the pixelated terrain within the stylized framework. Movement and lighting are coherent with the environment, and no obvious physical contradictions arise. Minor deviations in leg dynamics or shading exist but do not undermine overall consistency. Overall, Physical Consistency is solid (3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, the camera trembling slightly with the unsteadiness of a handheld shot, captures a massive, multi-segmented creature exploring the floor of a deep cave. The environment is composed entirely of rough, sharp-edged pixelated blocks, with the floor and walls adorned in a blend of dark gray, brown, and dusky purple. The only glimmer of light comes from scattered, shimmering blue pixels, casting long, dynamic, pixelated shadows. The creature's massive body is composed of segments of a sleek, jet-black carapace, which, in the dim light, reflects a shifting, iridescent sheen similar to petroleum. Countless slender, sharp, articulated legs swirl in unison on either side of its body in a hypnotic, undulating rhythm, propelling it calmly across the pixelated ground. Occasionally, it pauses, slightly raising its head as if to sense its surroundings. The erratic camera movement contrasts sharply with the creature's rhythmic, relentless movement. Combined with the unique visual style of pixel art and the eerie lighting and shadows, it creates a powerful, unsettling sense of exploration.",
+ "seed": 33125,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000080/group_8/index_1827_seed_33125_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.75,
+ "avg": 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 medium shot from a slightly upward angle with a handheld feel, featuring a massive multi-segmented creature exploring a deep cave. The environment is composed of rough, sharp-edged pixelated blocks, with a floor and walls in dark gray, brown, and dusky purple. The only light comes from scattered blue pixels, casting long, dynamic pixelated shadows. The creature's massive body is segmented and jet black, with a sheen like that of petroleum. Countless slender, sharp, articulated legs move in unison on either side of the body in a hypnotic, undulating rhythm, propelling it across the pixelated ground. Occasionally it pauses, slightly raising its head to sense its surroundings. The erratic camera movement contrasts with the creature's rhythmic movement. The pixel art style, eerie lighting, and shadows create a powerful, unsettling sense of exploration.\n\nVisual Quality Analysis:\nThe video adopts a pixel art aesthetic consistent with the prompt. The resolution is adequate for the intended style, and the blue glow and shadow effects contribute to atmosphere. However, there are noticeable inconsistencies in the creature's morphology across frames, with occasional shifts in leg count or body shape that disrupt coherence. Overall, the visuals are coherent within the pixel-art approach but do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nOverall alignment with the prompt is moderate. The scene conveys a cave setting with a dark, blocky environment and a large, segmented creature moving through a pixelated landscape. The lighting and shadows align with the description, and the general composition matches the intended mood. Some details diverge: the creature's leg articulation and motion appear less fluid than described, and the camera movement is comparatively steadier rather than exhibiting the expected handheld shake. Despite these gaps, the core elements of the prompt are represented, yielding a mid-range alignment score.\n\nPhysical Consistency (Common-sense):\nThere are notable issues with physical consistency. The creature exhibits frame-to-frame morphing that challenges plausible anatomy, including abrupt changes in leg count and body proportions. While the scene maintains a believable interaction with the pixelated terrain, these inconsistencies undermine overall common-sense plausibility.\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": 3.109375,
+ "TA": 2.5625,
+ "MQ": 3.078125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a massive multi-segmented creature exploring a deep cave. The environment is composed of rough, sharp-edged pixelated blocks, with a floor and walls in dark gray, brown, and dusky purple. The only light comes from scattered blue pixels, casting long, dynamic pixelated shadows. The creature's massive body is segmented and jet black, with a sheen like that of petroleum. Countless slender, sharp, articulated legs move in unison on either side of the body in a hypnotic, undulating rhythm, propelling it across the pixelated ground. Occasionally it pauses, slightly raising its head to sense its surroundings. The erratic camera movement contrasts with the creature's rhythmic movement. The pixel art style, eerie lighting, and shadows create a powerful, unsettling sense of exploration.\n\nVisual Quality Analysis:\nThe video adopts a pixel art aesthetic consistent with the prompt. The resolution is adequate for the intended style, and the blue glow and shadow effects contribute to atmosphere. However, there are noticeable inconsistencies in the creature's morphology across frames, with occasional shifts in leg count or body shape that disrupt coherence. Overall, the visuals are coherent within the pixel-art approach but do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nOverall alignment with the prompt is moderate. The scene conveys a cave setting with a dark, blocky environment and a large, segmented creature moving through a pixelated landscape. The lighting and shadows align with the description, and the general composition matches the intended mood. Some details diverge: the creature's leg articulation and motion appear less fluid than described, and the camera movement is comparatively steadier rather than exhibiting the expected handheld shake. Despite these gaps, the core elements of the prompt are represented, yielding a mid-range alignment score.\n\nPhysical Consistency (Common-sense):\nThere are notable issues with physical consistency. The creature exhibits frame-to-frame morphing that challenges plausible anatomy, including abrupt changes in leg count and body proportions. While the scene maintains a believable interaction with the pixelated terrain, these inconsistencies undermine overall common-sense plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_0/index_tensor([8441, 8441])_group_0_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_0/index_tensor([8441, 8441])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..14c62bd2686e72b72a1b6339e8c0b91e7031f629
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_0/index_tensor([8441, 8441])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.",
+ "seed": 16534,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_0/index_8441_seed_16534_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.609375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.875,
+ "avg": 9.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.",
+ "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 high-angle, extreme wide-angle shot from a drone-like perspective, featuring a lone climber on a rugged granite cliff. The climber wears a bright neon-orange technical T-shirt, contrasted against weathered rock, with a matte white helmet and chalk-stained hands. The scene includes a distant valley with a silvery winding river and lush forest under warm, low-angle lighting that creates dramatic shadows and a sense of intense concentration and solitary grandeur.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural color balance, but there are occasional minor softness and compression artifacts that prevent a higher rating. The sequence remains stable with consistent lighting and no major distortions, though some frames exhibit slight noise or motion blur during dynamic moments. The result is acceptable 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 high-angle perspective, a lone climber on a rocky face, the bright orange shirt, white helmet, and visible gear. The distant valley, river, and forest are present, and the warm lighting contributes to the intended mood. A few nuanced details such as exact hand positioning or subtle facial expressions may be less precise, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The climber’s pose and gear appear plausible, and the interaction with the rock is generally believable. However, there are minor inconsistencies in fine-grained hand placement and body mechanics that prevent a higher score. Overall, the scene remains coherent and physically reasonable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 3.609375,
+ "MQ": 3.15625,
+ "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 high-angle, extreme wide-angle shot from a drone-like perspective, featuring a lone climber on a rugged granite cliff. The climber wears a bright neon-orange technical T-shirt, contrasted against weathered rock, with a matte white helmet and chalk-stained hands. The scene includes a distant valley with a silvery winding river and lush forest under warm, low-angle lighting that creates dramatic shadows and a sense of intense concentration and solitary grandeur.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural color balance, but there are occasional minor softness and compression artifacts that prevent a higher rating. The sequence remains stable with consistent lighting and no major distortions, though some frames exhibit slight noise or motion blur during dynamic moments. The result is acceptable 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 high-angle perspective, a lone climber on a rocky face, the bright orange shirt, white helmet, and visible gear. The distant valley, river, and forest are present, and the warm lighting contributes to the intended mood. A few nuanced details such as exact hand positioning or subtle facial expressions may be less precise, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The climber’s pose and gear appear plausible, and the interaction with the rock is generally believable. However, there are minor inconsistencies in fine-grained hand placement and body mechanics that prevent a higher score. Overall, the scene remains coherent and physically reasonable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.",
+ "seed": 16535,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_0/index_8441_seed_16535_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.625,
+ "avg": 9.59375,
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+ "question": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, extreme wide-angle shot from a drone-like perspective, featuring a lone climber on a rugged granite cliff. The climber wears a bright neon-orange shirt, dark pants, and a white helmet, with chalk-stained hands gripping the rock. A distant valley with a winding river and green forest is visible under warm, golden-hour lighting.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and color, but there are noticeable issues that prevent a higher rating. Occasional motion blur around the face and hands, minor compression artifacts, and slight inconsistencies in sharpness across frames reduce perceived fidelity. The sequence remains coherent and stable, yet it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: high-angle perspective, a lone climber on a rocky face, bright orange shirt, white helmet, and a distant landscape with a river and forest. Some nuanced details such as precise hand positioning or subtle facial expressions may be less distinct due to resolution, but the core narrative and composition align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The climber’s pose and gear appear plausible, and the interaction with the rock is believable. However, minor anatomical or motion subtleties—such as finger articulation or timing of movements—introduce small deviations from perfect realism. Overall, the scene maintains credible climbing dynamics without major implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 3.546875,
+ "MQ": 3.0625,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, extreme wide-angle shot from a drone-like perspective, featuring a lone climber on a rugged granite cliff. The climber wears a bright neon-orange shirt, dark pants, and a white helmet, with chalk-stained hands gripping the rock. A distant valley with a winding river and green forest is visible under warm, golden-hour lighting.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and color, but there are noticeable issues that prevent a higher rating. Occasional motion blur around the face and hands, minor compression artifacts, and slight inconsistencies in sharpness across frames reduce perceived fidelity. The sequence remains coherent and stable, yet it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: high-angle perspective, a lone climber on a rocky face, bright orange shirt, white helmet, and a distant landscape with a river and forest. Some nuanced details such as precise hand positioning or subtle facial expressions may be less distinct due to resolution, but the core narrative and composition align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The climber’s pose and gear appear plausible, and the interaction with the rock is believable. However, minor anatomical or motion subtleties—such as finger articulation or timing of movements—introduce small deviations from perfect realism. Overall, the scene maintains credible climbing dynamics without major implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.",
+ "seed": 16536,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_0/index_8441_seed_16536_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 3.8125,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.75,
+ "avg": 9.78125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.",
+ "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 high-angle, extreme wide-angle shot from a drone-like perspective, featuring a lone climber on a rugged granite cliff. The climber wears a bright neon-orange shirt, dark pants, and a white helmet, with chalk-stained hands gripping the rock. A deep breath, tense posture, and a distant valley with a winding river and green forest are part of the scene. The lighting is warm and dramatic, emphasizing both tension and isolation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. The sequence remains stable with no major distortions, though some frames exhibit slight exposure variation and minor noise, which keeps the overall impression at a middle level rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a high-angle drone-like perspective, a lone climber on a rocky face, the neon-orange shirt, white helmet, and visible climbing gear. The distant valley, river, and forest are present, and the warm, dramatic lighting reinforces the intended mood. Minor deviations exist in fine-grained details such as exact hand positioning or subtle environmental nuances, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The climber’s pose and interaction with the rock appear plausible, and the gear looks appropriate. However, there are small inconsistencies in lighting/shadow coherence and in the perceived scale between the climber and the distant landscape that prevent a higher level of realism. Overall, the scene remains believable but not perfectly cohesive in every aspect.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.8125,
+ "TA": 3.8125,
+ "MQ": 3.15625,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, extreme wide-angle shot from a drone-like perspective, featuring a lone climber on a rugged granite cliff. The climber wears a bright neon-orange shirt, dark pants, and a white helmet, with chalk-stained hands gripping the rock. A deep breath, tense posture, and a distant valley with a winding river and green forest are part of the scene. The lighting is warm and dramatic, emphasizing both tension and isolation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. The sequence remains stable with no major distortions, though some frames exhibit slight exposure variation and minor noise, which keeps the overall impression at a middle level rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a high-angle drone-like perspective, a lone climber on a rocky face, the neon-orange shirt, white helmet, and visible climbing gear. The distant valley, river, and forest are present, and the warm, dramatic lighting reinforces the intended mood. Minor deviations exist in fine-grained details such as exact hand positioning or subtle environmental nuances, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The climber’s pose and interaction with the rock appear plausible, and the gear looks appropriate. However, there are small inconsistencies in lighting/shadow coherence and in the perceived scale between the climber and the distant landscape that prevent a higher level of realism. Overall, the scene remains believable but not perfectly cohesive in every aspect.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.",
+ "seed": 16537,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_0/index_8441_seed_16537_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 3.625,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle, extreme wide-angle shot, as if taken from a drone's perspective, slowly pulls back to reveal a lone climber, a vibrant speck against the vast, sun-drenched face of a rugged granite cliff. He wears a bright, neon-orange technical T-shirt, contrasting sharply against the weathered ochre and gray of the rock, charcoal-colored hiking pants, and a matte white helmet. His chalk-stained left hand is firmly fixed in the crevice, the muscles in his forearm and back tense with tension. He takes a deliberate, deep breath, his chest visibly expanding and contracting, a light mist of breath absorbing the cool mountain air. His face is etched with intense concentration as he steadily and deliberately extends his right arm upward, his fingers carefully searching the richly textured rock face for the next secure hold. In the distance, a vast, cinematic valley unfolds, carved by a silvery, winding river and surrounded by lush green forest, all beneath a clear sky. The low, golden hour sun casts long, dramatic shadows across the landscape and bathes the scene in a warm, ethereal light, creating a profound atmosphere of both intense, focused tension and quiet, solitary grandeur.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 0,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, extreme wide-angle shot from a drone-like perspective, featuring a lone climber on a rugged granite cliff. The climber wears a bright neon-orange shirt, contrasted against the rock, with a white helmet and dark pants. The scene includes a distant valley with a winding river and green forest under warm, low-angle lighting that creates dramatic shadows and a cinematic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but exhibit some softness and occasional compression artifacts. Lighting remains warm and consistent, and color saturation is reasonable, though not exceptionally vivid. The sequence appears stable with no major distortions, but the overall sharpness and fine detail do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle, wide framing; a lone climber on a rocky face; the neon-orange shirt; white helmet; and the distant valley with a winding river and green forest. The lighting and composition align with the described atmosphere. Minor deviations exist in exact pose timing and some background details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The climber’s gear and interaction with the rock appear plausible, and the environmental context is coherent. However, there are subtle inconsistencies in body mechanics and lighting interactions that prevent a higher level of realism, though nothing is grossly implausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 3.625,
+ "MQ": 3.09375,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, extreme wide-angle shot from a drone-like perspective, featuring a lone climber on a rugged granite cliff. The climber wears a bright neon-orange shirt, contrasted against the rock, with a white helmet and dark pants. The scene includes a distant valley with a winding river and green forest under warm, low-angle lighting that creates dramatic shadows and a cinematic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but exhibit some softness and occasional compression artifacts. Lighting remains warm and consistent, and color saturation is reasonable, though not exceptionally vivid. The sequence appears stable with no major distortions, but the overall sharpness and fine detail do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle, wide framing; a lone climber on a rocky face; the neon-orange shirt; white helmet; and the distant valley with a winding river and green forest. The lighting and composition align with the described atmosphere. Minor deviations exist in exact pose timing and some background details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The climber’s gear and interaction with the rock appear plausible, and the environmental context is coherent. However, there are subtle inconsistencies in body mechanics and lighting interactions that prevent a higher level of realism, though nothing is grossly implausible.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_1/index_tensor([9940, 9940])_group_1_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_1/index_tensor([9940, 9940])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8e5444c7544452aeeb273d413f72905b5e1ffd9
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_1/index_tensor([9940, 9940])_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 low-angle, wide-angle shot that slowly slides in, revealing a vast chamber with towering walls formed by a nightmarish fusion of bone and machine, arching into oppressive darkness. At the center sits a Giger-esque intelligent pet toilet, a self-cleaning throne, serving as the primary light source. The throne has a polished obsidian structure with translucent, veiny pipes and a soft, sickly green glow. A sentinel, a massive alien creature, stands guard beside the throne, its form a seamless fusion of gleaming dark metal and exposed bony exoskeleton. A small skeletal adult approaches the throne with cautious steps, creating a tense and surreal alien universe atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally coherent but not outstanding. The resolution is adequate and lighting supports the moody, atmospheric tone, yet some frames show mild softness or minor artifacting that slightly reduces perceived sharpness. The green glow and contrast are present, and the overall composition remains stable, but the sequence does not exhibit high-end polish throughout. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—low-angle perspective, a large chamber, and a central glowing object with surrounding figures. However, certain details are not consistently realized: the exact fusion of bone and machine in the walls is not always clear, and the sentinel’s form and the precise interaction between the creature and the throne are not always convincingly depicted. The pacing and integration of the approaching figure also feel only partially aligned with the described progression. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains a coherent internal logic within the alien setting, with plausible spatial relationships and consistent lighting. Some aspects rely on fantastical design choices, but they do not break the overall plausibility. The interaction dynamics and scale remain reasonably coherent, though not perfectly grounded in real-world physics. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.828125,
+ "TA": 2.75,
+ "MQ": 2.890625,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot that slowly slides in, revealing a vast chamber with towering walls formed by a nightmarish fusion of bone and machine, arching into oppressive darkness. At the center sits a Giger-esque intelligent pet toilet, a self-cleaning throne, serving as the primary light source. The throne has a polished obsidian structure with translucent, veiny pipes and a soft, sickly green glow. A sentinel, a massive alien creature, stands guard beside the throne, its form a seamless fusion of gleaming dark metal and exposed bony exoskeleton. A small skeletal adult approaches the throne with cautious steps, creating a tense and surreal alien universe atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally coherent but not outstanding. The resolution is adequate and lighting supports the moody, atmospheric tone, yet some frames show mild softness or minor artifacting that slightly reduces perceived sharpness. The green glow and contrast are present, and the overall composition remains stable, but the sequence does not exhibit high-end polish throughout. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—low-angle perspective, a large chamber, and a central glowing object with surrounding figures. However, certain details are not consistently realized: the exact fusion of bone and machine in the walls is not always clear, and the sentinel’s form and the precise interaction between the creature and the throne are not always convincingly depicted. The pacing and integration of the approaching figure also feel only partially aligned with the described progression. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains a coherent internal logic within the alien setting, with plausible spatial relationships and consistent lighting. Some aspects rely on fantastical design choices, but they do not break the overall plausibility. The interaction dynamics and scale remain reasonably coherent, though not perfectly grounded in real-world physics. 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": 2312,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_1/index_9940_seed_2312_dp_2_rank_4_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.59375,
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+ "video_score2_overall": 8.6875,
+ "avg": 8.65625,
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+ "question": "low-angle, wide-angle shot slowly slides in, immersing the viewer in a vast chamber whose towering walls are a nightmarish fusion of bone and machine, forming a vast biomechanical thorax that arches into the oppressive darkness above. At the center of the damp metal floor, a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, serves as the scene's primary light source. Its polished obsidian structure, interwoven with translucent, veiny pipes, pulsates rhythmically with a soft, sickly green inner glow, casting a dynamic interplay of deep, shifting shadows across the grotesque architecture. Beside it stands the Sentinel, a massive, alien creature whose imposing form is a seamless fusion of gleaming dark metal and exposed, bony exoskeleton, guarding it. Its elongated, eyeless head tilts toward the throne, while its muscular body protects its smaller offspring, a more fragile, skeletal adult, which cautiously approaches the strange, luminous object. The juvenile takes a hesitant, calculated step with its spindly limbs, pauses as its head twitches, then steadily continues its uncertain walk toward the alien throne, creating a tense and surreal alien universe atmosphere.",
+ "token_credit_reward": 8.6875,
+ "selected_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot that slowly slides in, revealing a vast chamber with towering walls formed by a nightmarish fusion of bone and machine, arching into oppressive darkness. At the center sits a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, with a polished obsidian structure and translucent, veiny pipes pulsating with a soft, sickly green glow. A massive alien sentinel stands guard beside it, a seamless fusion of gleaming dark metal and exposed bony exoskeleton, with a cautious skeletal offspring approaching the throne. The scene aims for a tense, surreal alien universe atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and details are generally discernible, yet some frames show mild softness or compression artifacts that slightly reduce sharpness. Lighting remains atmospheric with the central glow providing contrast, and color grading supports the moody palette. There are no obvious distortions or major artifacts, and transitions between frames are smooth. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—low-angle perspective, a wide framing, and a central glowing object with surrounding architectural features. However, key narrative components are underrepresented: the massive sentinel and the cautious skeletal offspring are not clearly depicted, and the sequence of the skeletal figure approaching the throne is not convincingly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent internal logic within its surreal setting: the throne’s design, the lighting, and the spatial relationships feel plausible within the imagined world. Some aspects rely on fantastical physics, but they do not break immersion. 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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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.59375,
+ "MQ": 2.921875,
+ "Overall": 8.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot that slowly slides in, revealing a vast chamber with towering walls formed by a nightmarish fusion of bone and machine, arching into oppressive darkness. At the center sits a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, with a polished obsidian structure and translucent, veiny pipes pulsating with a soft, sickly green glow. A massive alien sentinel stands guard beside it, a seamless fusion of gleaming dark metal and exposed bony exoskeleton, with a cautious skeletal offspring approaching the throne. The scene aims for a tense, surreal alien universe atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and details are generally discernible, yet some frames show mild softness or compression artifacts that slightly reduce sharpness. Lighting remains atmospheric with the central glow providing contrast, and color grading supports the moody palette. There are no obvious distortions or major artifacts, and transitions between frames are smooth. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—low-angle perspective, a wide framing, and a central glowing object with surrounding architectural features. However, key narrative components are underrepresented: the massive sentinel and the cautious skeletal offspring are not clearly depicted, and the sequence of the skeletal figure approaching the throne is not convincingly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent internal logic within its surreal setting: the throne’s design, the lighting, and the spatial relationships feel plausible within the imagined world. Some aspects rely on fantastical physics, but they do not break immersion. 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": 2313,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_1/index_9940_seed_2313_dp_3_rank_6_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.71875,
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+ "video_score2_overall": 8.375,
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+ "token_credit_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot that slowly slides in, revealing a vast chamber with towering walls formed by a nightmarish fusion of bone and machine, arching into oppressive darkness. At the center sits a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, serving as the primary light source. The throne has a polished obsidian structure with translucent, veiny pipes and a soft, sickly green glow. A sentinel, a massive alien creature, stands nearby, a seamless fusion of gleaming dark metal and exposed bony exoskeleton, guarding the throne. A smaller skeletal adult approaches the throne with hesitation, creating a tense and surreal alien universe atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the lighting supports the moody, atmospheric tone, with the green glow and shadow interplay contributing to the vibe. However, there are occasional minor artifacts and slight inconsistencies in texture detail, and some frames show mild motion blur or compression effects. Overall, the visuals are coherent and readable, but they do not reach high-end polish throughout.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including the low-angle perspective, the central glowing throne, and the presence of a large guardian figure. However, certain aspects are underrepresented or ambiguous: the exact fusion of bone and machine in the walls is not clearly depicted, and the sequence of the skeletal adult approaching the throne is not consistently evident across frames. The overall mood aligns with the intended atmosphere, but the alignment is moderate rather than strong.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and consistent lighting logic, with the glow and shadows interacting coherently. There are no obvious physics violations, though some interactions between the creature and the throne could be interpreted as slightly stylized or ambiguous. Overall, physical consistency is acceptable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 2.71875,
+ "MQ": 2.90625,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot that slowly slides in, revealing a vast chamber with towering walls formed by a nightmarish fusion of bone and machine, arching into oppressive darkness. At the center sits a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, serving as the primary light source. The throne has a polished obsidian structure with translucent, veiny pipes and a soft, sickly green glow. A sentinel, a massive alien creature, stands nearby, a seamless fusion of gleaming dark metal and exposed bony exoskeleton, guarding the throne. A smaller skeletal adult approaches the throne with hesitation, creating a tense and surreal alien universe atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the lighting supports the moody, atmospheric tone, with the green glow and shadow interplay contributing to the vibe. However, there are occasional minor artifacts and slight inconsistencies in texture detail, and some frames show mild motion blur or compression effects. Overall, the visuals are coherent and readable, but they do not reach high-end polish throughout.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including the low-angle perspective, the central glowing throne, and the presence of a large guardian figure. However, certain aspects are underrepresented or ambiguous: the exact fusion of bone and machine in the walls is not clearly depicted, and the sequence of the skeletal adult approaching the throne is not consistently evident across frames. The overall mood aligns with the intended atmosphere, but the alignment is moderate rather than strong.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and consistent lighting logic, with the glow and shadows interacting coherently. There are no obvious physics violations, though some interactions between the creature and the throne could be interpreted as slightly stylized or ambiguous. Overall, physical consistency is acceptable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide-angle shot slowly slides in, immersing the viewer in a vast chamber whose towering walls are a nightmarish fusion of bone and machine, forming a vast biomechanical thorax that arches into the oppressive darkness above. At the center of the damp metal floor, a Giger-esque intelligent pet toilet, designed as a self-cleaning throne, serves as the scene's primary light source. Its polished obsidian structure, interwoven with translucent, veiny pipes, pulsates rhythmically with a soft, sickly green inner glow, casting a dynamic interplay of deep, shifting shadows across the grotesque architecture. Beside it stands the Sentinel, a massive, alien creature whose imposing form is a seamless fusion of gleaming dark metal and exposed, bony exoskeleton, guarding it. Its elongated, eyeless head tilts toward the throne, while its muscular body protects its smaller offspring, a more fragile, skeletal adult, which cautiously approaches the strange, luminous object. The juvenile takes a hesitant, calculated step with its spindly limbs, pauses as its head twitches, then steadily continues its uncertain walk toward the alien throne, creating a tense and surreal alien universe atmosphere.",
+ "seed": 2314,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_1/index_9940_seed_2314_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.65625,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.625,
+ "avg": 8.59375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide shot that gradually reveals a vast chamber with towering walls formed by a nightmarish fusion of bone and machine, culminating in a damp metal floor where a Giger-esque intelligent pet toilet serves as the central light source. The scene features a polished obsidian throne with translucent, veiny pipes and a soft, sickly green glow, casting dynamic shadows across the architecture. A massive alien sentinel stands guard beside the throne, with a smaller skeletal adult approaching from the side, set within a tense and surreal alien universe atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not outstanding. The resolution is adequate and lighting remains coherent, with atmospheric effects and the green glow present. However, there are occasional minor artifacts and slight inconsistencies in texture detail, and some frames show limited motion or subtle noise. Overall, the quality is acceptable and consistent, but not exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a low-angle perspective, a wide view, and a central glowing object. However, several key aspects are underrepresented or ambiguous: the towering walls as a fusion of bone and machine are not clearly depicted, and the Giger-esque pet toilet is not convincingly realized. The presence of a sentinel and a smaller skeletal figure aligns with parts of the prompt, but the overall depiction does not fully realize the described surreal biomechanical environment. Overall alignment is moderate.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic internal coherence: lighting, scale cues, and spatial relationships feel plausible within the frame. Yet the fantastical elements introduce mild inconsistencies in material properties and motion logic, preventing a higher level of common-sense realism. Overall, physical consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 2.65625,
+ "MQ": 2.96875,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide shot that gradually reveals a vast chamber with towering walls formed by a nightmarish fusion of bone and machine, culminating in a damp metal floor where a Giger-esque intelligent pet toilet serves as the central light source. The scene features a polished obsidian throne with translucent, veiny pipes and a soft, sickly green glow, casting dynamic shadows across the architecture. A massive alien sentinel stands guard beside the throne, with a smaller skeletal adult approaching from the side, set within a tense and surreal alien universe atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not outstanding. The resolution is adequate and lighting remains coherent, with atmospheric effects and the green glow present. However, there are occasional minor artifacts and slight inconsistencies in texture detail, and some frames show limited motion or subtle noise. Overall, the quality is acceptable and consistent, but not exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a low-angle perspective, a wide view, and a central glowing object. However, several key aspects are underrepresented or ambiguous: the towering walls as a fusion of bone and machine are not clearly depicted, and the Giger-esque pet toilet is not convincingly realized. The presence of a sentinel and a smaller skeletal figure aligns with parts of the prompt, but the overall depiction does not fully realize the described surreal biomechanical environment. Overall alignment is moderate.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic internal coherence: lighting, scale cues, and spatial relationships feel plausible within the frame. Yet the fantastical elements introduce mild inconsistencies in material properties and motion logic, preventing a higher level of common-sense realism. Overall, physical consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_10/index_tensor([3659, 3659])_group_10_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_10/index_tensor([3659, 3659])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..83a16753081cc2704534ba8a6e67b0738795a963
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_10/index_tensor([3659, 3659])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.",
+ "seed": 16627,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_10/index_3659_seed_16627_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 9.1875,
+ "avg": 9.1875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.",
+ "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 dramatic maritime disaster sequence featuring a sunken ship with exposed ribs, barnacles, and a turbulent sea. The intended progression includes an initial shake, a gradual tilt, splintering debris, and a decisive collapse with water ejection and white foam. The overall mood is one of chaotic destruction and a somber, diffuse lighting that heightens the drama.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The ship skeleton and surrounding water are clearly rendered with decent detail, and the color palette remains consistently muted and atmospheric. Lighting is coherent and supports the somber tone. However, there are occasional minor artifacts or slight softness in some frames, and the motion cues are not strongly conveyed through static frames alone. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt — a sunken-ship motif, visible water interaction, and a moody atmosphere. Yet the more dynamic aspects described in the prompt, such as a pronounced ground shake, a clear tilt progression, and a decisive collapse with splintering debris, are not convincingly realized in the footage. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the ship rests on a water surface with believable buoyancy cues, and water interaction around the hull appears reasonable. Some finer details, such as exact splash dynamics and debris behavior, are not fully convincing, but the overall physical logic remains intact. This supports a moderate rating (3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 2.984375,
+ "MQ": 2.984375,
+ "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 dramatic maritime disaster sequence featuring a sunken ship with exposed ribs, barnacles, and a turbulent sea. The intended progression includes an initial shake, a gradual tilt, splintering debris, and a decisive collapse with water ejection and white foam. The overall mood is one of chaotic destruction and a somber, diffuse lighting that heightens the drama.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The ship skeleton and surrounding water are clearly rendered with decent detail, and the color palette remains consistently muted and atmospheric. Lighting is coherent and supports the somber tone. However, there are occasional minor artifacts or slight softness in some frames, and the motion cues are not strongly conveyed through static frames alone. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt — a sunken-ship motif, visible water interaction, and a moody atmosphere. Yet the more dynamic aspects described in the prompt, such as a pronounced ground shake, a clear tilt progression, and a decisive collapse with splintering debris, are not convincingly realized in the footage. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the ship rests on a water surface with believable buoyancy cues, and water interaction around the hull appears reasonable. Some finer details, such as exact splash dynamics and debris behavior, are not fully convincing, but the overall physical logic remains intact. This supports a moderate rating (3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.",
+ "seed": 16628,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_10/index_3659_seed_16628_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.5625,
+ "avg": 9.546875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic maritime disaster sequence featuring a sunken ship's skeleton, a low-angle wide shot, a sudden ground strike, visible barnacles and rust, a turbulent purple-brown sky, the hull tilting and breaking apart with water ejection, and a final chaotic, somber atmosphere. The video largely follows these elements but some specifics are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the ship skeleton clearly visible against a moody sky. There are no major distortions or artifacts, and color grading supports the somber mood. However, the sequence lacks high-end polish and some fine-grained texture detail; motion continuity across frames is acceptable but not exceptional, keeping the overall quality in the mid range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a sunken ship skeleton with exposed ribs, a low-angle wide framing, a ground strike feel, barnacle-like textures, and a turbulent sky. The core narrative arc—tilting hull, water ejection, and a sense of finality—is captured. Some nuanced details (e.g., exact timing of the tilt versus the onset of water spray) are not perfectly synchronized, but the overall correspondence remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depicted dynamics follow plausible maritime disaster cues, with the hull tilting and water interaction appearing believable. However, certain aspects are stylized or simplified, and some micro-physics (e.g., precise water spray behavior, debris dispersion) are not exhaustively detailed, resulting in a generally credible but not flawless depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 3.6875,
+ "MQ": 3.0625,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic maritime disaster sequence featuring a sunken ship's skeleton, a low-angle wide shot, a sudden ground strike, visible barnacles and rust, a turbulent purple-brown sky, the hull tilting and breaking apart with water ejection, and a final chaotic, somber atmosphere. The video largely follows these elements but some specifics are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the ship skeleton clearly visible against a moody sky. There are no major distortions or artifacts, and color grading supports the somber mood. However, the sequence lacks high-end polish and some fine-grained texture detail; motion continuity across frames is acceptable but not exceptional, keeping the overall quality in the mid range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a sunken ship skeleton with exposed ribs, a low-angle wide framing, a ground strike feel, barnacle-like textures, and a turbulent sky. The core narrative arc—tilting hull, water ejection, and a sense of finality—is captured. Some nuanced details (e.g., exact timing of the tilt versus the onset of water spray) are not perfectly synchronized, but the overall correspondence remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depicted dynamics follow plausible maritime disaster cues, with the hull tilting and water interaction appearing believable. However, certain aspects are stylized or simplified, and some micro-physics (e.g., precise water spray behavior, debris dispersion) are not exhaustively detailed, resulting in a generally credible but not flawless depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.",
+ "seed": 16629,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_10/index_3659_seed_16629_dp_21_rank_42_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.25,
+ "avg": 9.25,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
+ "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 a dramatic maritime disaster sequence featuring a sunken ship with exposed ribs, barnacles, and a turbulent environment. The narrative includes an initial shake, progressive tilt, debris, and a final dramatic plunge with water spray and foam. The visuals should convey a somber, diffuse-lit atmosphere and a sense of violent finality.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the ship's structure and surrounding water, with consistent lighting and color grading that support the somber mood. There are no major distortions or artifacts, but the sequence lacks high-end polish and cinematic refinement; some frames feel slightly static and the motion cues are not strongly conveyed, limiting perceived realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a sunken-ship skeleton with visible ribs, barnacle-like textures, and a purple-brown sky. The scene conveys the intended atmosphere and progression toward submersion. However, certain dynamic moments described in the prompt—such as the exact moment of the hull breaking and the precise sequence of debris ejection—are not fully realized, resulting in minor gaps between description and execution. Despite these, the overall alignment remains solid and coherent.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The environmental interactions and lighting are plausible, and the general behavior of the wreckage aligns with expectations. Yet there are subtle inconsistencies in how forces and debris move during the submersion, and some micro-physics details (e.g., timing of hull breach versus water entry, distribution of fragments) are not perfectly aligned with real-world expectations. Overall, the scene maintains believable dynamics without achieving full physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 3.171875,
+ "MQ": 3.140625,
+ "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 dramatic maritime disaster sequence featuring a sunken ship with exposed ribs, barnacles, and a turbulent environment. The narrative includes an initial shake, progressive tilt, debris, and a final dramatic plunge with water spray and foam. The visuals should convey a somber, diffuse-lit atmosphere and a sense of violent finality.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the ship's structure and surrounding water, with consistent lighting and color grading that support the somber mood. There are no major distortions or artifacts, but the sequence lacks high-end polish and cinematic refinement; some frames feel slightly static and the motion cues are not strongly conveyed, limiting perceived realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a sunken-ship skeleton with visible ribs, barnacle-like textures, and a purple-brown sky. The scene conveys the intended atmosphere and progression toward submersion. However, certain dynamic moments described in the prompt—such as the exact moment of the hull breaking and the precise sequence of debris ejection—are not fully realized, resulting in minor gaps between description and execution. Despite these, the overall alignment remains solid and coherent.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The environmental interactions and lighting are plausible, and the general behavior of the wreckage aligns with expectations. Yet there are subtle inconsistencies in how forces and debris move during the submersion, and some micro-physics details (e.g., timing of hull breach versus water entry, distribution of fragments) are not perfectly aligned with real-world expectations. Overall, the scene maintains believable dynamics without achieving full physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.",
+ "seed": 16630,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_10/index_3659_seed_16630_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.625,
+ "avg": 8.59375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot captures the scene, and the entire frame suddenly shakes, as if the ground itself had been struck. Dominating the scene is the vast skeleton of a sunken ship, its exposed iron ribs like the carcass of a behemoth, covered in barnacles and long strands of rust. Under a turbulent, purple-brown cloud, the massive wreck, which had been resting precariously on a shallow reef, emits the low, grinding groan of tortured metal. It begins to fall into the churning gray-brown sea, tilting agonizingly slowly at first. As its tremendous weight shifts, splintered wood and pieces of corroded metal pour from its structure. Then, the movement accelerates decisively, the hull slamming sideways, and a torrent of water is expelled, spewing upward in a shower of white foam and black spray. The dim, diffuse light captures the chaos, illuminating the roiling water and the damp, dark metal of the dying ship, creating a powerful and terrifying atmosphere of violent finality.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic maritime disaster sequence featuring a sunken ship with exposed ribs, barnacles, and a turbulent environment. The intended progression includes an initial shake, a gradual tilt, a decisive collapse, and a final moment of explosive water displacement, all under moody lighting. The description remains the same; the evaluation focuses on how well the video translates these elements.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The shipwreck is clearly rendered with convincing textures and weathering, and the lighting contributes to a somber mood. However, the sequence appears relatively static with limited motion between frames, resulting in only moderate dynamism. There are no obvious artifacts or distortions, and overall clarity is adequate. Overall Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements (sunken ship, exposed ribs, barnacle-like textures, and a moody atmosphere). Yet key moments described in the prompt—specifically the sudden shake, the progressive tilt, the decisive collapse, and the explosive water spray—are not convincingly realized. Movement is minimal, and the dramatic transformation is underrepresented. Alignment is partial rather than complete, corresponding to a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the ship rests on a reef-like base, weathering and structural details look believable, and lighting/shadows are coherent. The lack of dynamic action does not introduce obvious physical inconsistencies, though it reduces the perceived realism of a catastrophic event. Overall, physical consistency remains acceptable but not exceptional.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 2.5625,
+ "MQ": 2.984375,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic maritime disaster sequence featuring a sunken ship with exposed ribs, barnacles, and a turbulent environment. The intended progression includes an initial shake, a gradual tilt, a decisive collapse, and a final moment of explosive water displacement, all under moody lighting. The description remains the same; the evaluation focuses on how well the video translates these elements.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The shipwreck is clearly rendered with convincing textures and weathering, and the lighting contributes to a somber mood. However, the sequence appears relatively static with limited motion between frames, resulting in only moderate dynamism. There are no obvious artifacts or distortions, and overall clarity is adequate. Overall Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements (sunken ship, exposed ribs, barnacle-like textures, and a moody atmosphere). Yet key moments described in the prompt—specifically the sudden shake, the progressive tilt, the decisive collapse, and the explosive water spray—are not convincingly realized. Movement is minimal, and the dramatic transformation is underrepresented. Alignment is partial rather than complete, corresponding to a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the ship rests on a reef-like base, weathering and structural details look believable, and lighting/shadows are coherent. The lack of dynamic action does not introduce obvious physical inconsistencies, though it reduces the perceived realism of a catastrophic event. Overall, physical consistency remains acceptable but not exceptional.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_11/index_tensor([7521, 7521])_group_11_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_11/index_tensor([7521, 7521])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..350cfae874509d4c10b96602a4bf5959e68507ca
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_11/index_tensor([7521, 7521])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "seed": 19140,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_11/index_7521_seed_19140_dp_22_rank_44_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up woodworking scene with a slightly overhead angle, featuring a craftsman carving an oak armrest. It emphasizes a warm, focused lighting, a V-shaped knife with a wooden handle, and the emergence of an intricate leaf-like pattern as the wood is worked. The sequence should culminate in scattered shavings and a blurred background, conveying intense concentration and the beauty of craftsmanship.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and warm lighting, but there are occasional minor artifacts and slight inconsistencies in texture rendering that prevent a higher rating. The depth-of-field effect is present, keeping the illuminated workspace in focus while the background remains softly blurred, which aligns with the intended aesthetic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: close-up framing, overhead perspective, a knife with a wooden handle, and visible carving activity. The warm lighting and the general progression of the cut are well represented. Some finer details—such as the exact leaf-like pattern and the precise motion of shavings scattering—are not fully realized, but the core narrative and composition closely match the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The hand-knife interaction and tool orientation feel plausible, and the lighting/shadows support realism. However, there are minor inconsistencies in the dynamics of the cutting action and the expected behavior of wood shavings, preventing a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.5625,
+ "TA": 2.484375,
+ "MQ": 3.1875,
+ "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 close-up woodworking scene with a slightly overhead angle, featuring a craftsman carving an oak armrest. It emphasizes a warm, focused lighting, a V-shaped knife with a wooden handle, and the emergence of an intricate leaf-like pattern as the wood is worked. The sequence should culminate in scattered shavings and a blurred background, conveying intense concentration and the beauty of craftsmanship.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and warm lighting, but there are occasional minor artifacts and slight inconsistencies in texture rendering that prevent a higher rating. The depth-of-field effect is present, keeping the illuminated workspace in focus while the background remains softly blurred, which aligns with the intended aesthetic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: close-up framing, overhead perspective, a knife with a wooden handle, and visible carving activity. The warm lighting and the general progression of the cut are well represented. Some finer details—such as the exact leaf-like pattern and the precise motion of shavings scattering—are not fully realized, but the core narrative and composition closely match the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The hand-knife interaction and tool orientation feel plausible, and the lighting/shadows support realism. However, there are minor inconsistencies in the dynamics of the cutting action and the expected behavior of wood shavings, preventing a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans to the right, following a pair of calloused yet steady hands. These hands grip a V-shaped carving knife, its wooden handle, smooth and warm from years of use, a stark contrast to the gleaming, sharp edge of the blade. Carefully and precisely, the tip of the knife slices into the unvarnished, light-brown oak armrest of a rocking chair. As the knife steadily advances, an intricate, leaf-like pattern emerges from the smooth surface. As the blade delicately curls and peels away, swirling and falling like golden dust under the warm, focused yellow light cast from above, they eventually scatter across the scratched workbench and the dark apron of the craftsman. The entire workshop's background is blurred in soft shadow, leaving only this illuminated area clearly visible, creating an atmosphere of intense concentration, tranquility, and the beauty of craftsmanship.",
+ "seed": 19141,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_11/index_7521_seed_19141_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.453125,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.9375,
+ "avg": 8.90625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot from a slightly overhead angle, the camera slowly pans to the right, following a pair of calloused yet steady hands. These hands grip a V-shaped carving knife, its wooden handle, smooth and warm from years of use, a stark contrast to the gleaming, sharp edge of the blade. Carefully and precisely, the tip of the knife slices into the unvarnished, light-brown oak armrest of a rocking chair. As the knife steadily advances, an intricate, leaf-like pattern emerges from the smooth surface. As the blade delicately curls and peels away, swirling and falling like golden dust under the warm, focused yellow light cast from above, they eventually scatter across the scratched workbench and the dark apron of the craftsman. The entire workshop's background is blurred in soft shadow, leaving only this illuminated area clearly visible, creating an atmosphere of intense concentration, tranquility, and the beauty of craftsmanship.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up woodworking scene with a slightly overhead angle, featuring a craftsman carving an intricate leaf-like pattern into an oak armrest. The sequence emphasizes careful, precise knife work, a warm, focused lighting setup, and a blurred background that keeps attention on the illuminated workspace. The overall intent is to convey craftsmanship and a tranquil, concentrated mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, and the main subject remains reasonably clear with warm, consistent lighting. There is some motion blur during hand movements and occasional minor softness, which prevents a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, overhead perspective, visible carving action, and a warm lighting ambiance. However, certain aspects are not fully realized: the camera pan to the right is not clearly demonstrated, the background blur is present but not as pronounced, and the depiction of the carved pattern and the final scattering of shavings is not consistently shown. The alignment is acceptable but not perfect, corresponding to a moderate score (3).\n\nPhysical Consistency / Common-sense:\nThe scene generally adheres to plausible physical behavior: the craftsman’s posture, tool handling, and wood interaction appear believable, and lighting/shadows support depth. Some details (such as the exact motion of the blade and the final shavings dispersion) are not fully explicit, but there are no obvious inconsistencies. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.46875,
+ "MQ": 2.984375,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up woodworking scene with a slightly overhead angle, featuring a craftsman carving an intricate leaf-like pattern into an oak armrest. The sequence emphasizes careful, precise knife work, a warm, focused lighting setup, and a blurred background that keeps attention on the illuminated workspace. The overall intent is to convey craftsmanship and a tranquil, concentrated mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, and the main subject remains reasonably clear with warm, consistent lighting. There is some motion blur during hand movements and occasional minor softness, which prevents a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, overhead perspective, visible carving action, and a warm lighting ambiance. However, certain aspects are not fully realized: the camera pan to the right is not clearly demonstrated, the background blur is present but not as pronounced, and the depiction of the carved pattern and the final scattering of shavings is not consistently shown. The alignment is acceptable but not perfect, corresponding to a moderate score (3).\n\nPhysical Consistency / Common-sense:\nThe scene generally adheres to plausible physical behavior: the craftsman’s posture, tool handling, and wood interaction appear believable, and lighting/shadows support depth. Some details (such as the exact motion of the blade and the final shavings dispersion) are not fully explicit, but there are no obvious inconsistencies. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans to the right, following a pair of calloused yet steady hands. These hands grip a V-shaped carving knife, its wooden handle, smooth and warm from years of use, a stark contrast to the gleaming, sharp edge of the blade. Carefully and precisely, the tip of the knife slices into the unvarnished, light-brown oak armrest of a rocking chair. As the knife steadily advances, an intricate, leaf-like pattern emerges from the smooth surface. As the blade delicately curls and peels away, swirling and falling like golden dust under the warm, focused yellow light cast from above, they eventually scatter across the scratched workbench and the dark apron of the craftsman. The entire workshop's background is blurred in soft shadow, leaving only this illuminated area clearly visible, creating an atmosphere of intense concentration, tranquility, and the beauty of craftsmanship.",
+ "seed": 19142,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_11/index_7521_seed_19142_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.8125,
+ "avg": 8.8125,
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+ "question": "close-up shot from a slightly overhead angle, the camera slowly pans to the right, following a pair of calloused yet steady hands. These hands grip a V-shaped carving knife, its wooden handle, smooth and warm from years of use, a stark contrast to the gleaming, sharp edge of the blade. Carefully and precisely, the tip of the knife slices into the unvarnished, light-brown oak armrest of a rocking chair. As the knife steadily advances, an intricate, leaf-like pattern emerges from the smooth surface. As the blade delicately curls and peels away, swirling and falling like golden dust under the warm, focused yellow light cast from above, they eventually scatter across the scratched workbench and the dark apron of the craftsman. The entire workshop's background is blurred in soft shadow, leaving only this illuminated area clearly visible, creating an atmosphere of intense concentration, tranquility, and the beauty of craftsmanship.",
+ "token_credit_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up woodworking scene with a slightly overhead angle, featuring a craftsman carving an oak armrest. It emphasizes a warm, focused lighting, a V-shaped knife with a wooden handle, and the emergence of an intricate leaf-like pattern as the wood is worked. The sequence includes the knife curling and peeling, with shavings scattering across a worn workbench, and a blurred background to emphasize the illuminated workspace.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear depiction of the hands, knife, and wood texture. Lighting remains warm and consistent, and depth-of-field effects are present, keeping the main subject in focus while the background is softly blurred. There are no obvious distortions or artifacts, and motion appears smooth. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, overhead angle, visible hands, and a carved oak piece with a warm glow. However, some aspects are not fully realized: the blade’s curling/peeling action is not clearly demonstrated, and the sequence of shavings scattering is not consistently shown. The alignment is acceptable but not perfect, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible woodworking dynamics: natural hand positioning, believable tool-work interaction with wood, and coherent lighting/shadow behavior. No major inconsistencies are evident, though minor timing or motion details could be refined. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.640625,
+ "TA": 2.171875,
+ "MQ": 3.0,
+ "Overall": 8.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up woodworking scene with a slightly overhead angle, featuring a craftsman carving an oak armrest. It emphasizes a warm, focused lighting, a V-shaped knife with a wooden handle, and the emergence of an intricate leaf-like pattern as the wood is worked. The sequence includes the knife curling and peeling, with shavings scattering across a worn workbench, and a blurred background to emphasize the illuminated workspace.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear depiction of the hands, knife, and wood texture. Lighting remains warm and consistent, and depth-of-field effects are present, keeping the main subject in focus while the background is softly blurred. There are no obvious distortions or artifacts, and motion appears smooth. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, overhead angle, visible hands, and a carved oak piece with a warm glow. However, some aspects are not fully realized: the blade’s curling/peeling action is not clearly demonstrated, and the sequence of shavings scattering is not consistently shown. The alignment is acceptable but not perfect, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible woodworking dynamics: natural hand positioning, believable tool-work interaction with wood, and coherent lighting/shadow behavior. No major inconsistencies are evident, though minor timing or motion details could be refined. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
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+ 3,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly overhead angle with a camera that slowly pans to the right, following a pair of calloused yet steady hands. It specifies a V-shaped carving knife with a wooden handle, smooth and warm from years of use, contrasting with a gleaming, sharp blade. The action involves carefully and precisely slicing into an unvarnished, light-brown oak armrest of a rocking chair, with the knife steadily advancing and an intricate leaf-like pattern emerging as the blade curls and peels away, scattering across a scratched workbench and the dark apron of the craftsman. The background should be blurred in soft shadow while the illuminated area remains clearly visible, conveying intense concentration, tranquility, and the beauty of craftsmanship.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The resolution is adequate, lighting is warm and consistent, and the depth-of-field effect is well executed. The hands appear weathered and the tool is identifiable, and the wood texture reads realistically. There are no obvious distortions or artifacts, and color grading supports the intended mood. However, there are minor imperfections—occasional slight softness and very subtle noise in some frames—that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (close-up framing, overhead angle, presence of hands and tool, warm lighting, and visible wood texture). Yet key narrative details are not fully realized: the sequence does not clearly show the knife curling and peeling away, nor the scattered debris across the bench, and the progression toward the described intricate leaf-like pattern is not convincingly demonstrated. The alignment is moderate rather than complete, corresponding to a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible hand-tool interaction and wood-carving dynamics, with believable lighting and spatial relationships. Some aspects of the described process are simplified or underrepresented, but overall the physical behavior remains coherent and credible. This yields a 3/5 rating for Physical Consistency.\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": 3.3125,
+ "TA": 2.84375,
+ "MQ": 3.609375,
+ "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 close-up shot from a slightly overhead angle with a camera that slowly pans to the right, following a pair of calloused yet steady hands. It specifies a V-shaped carving knife with a wooden handle, smooth and warm from years of use, contrasting with a gleaming, sharp blade. The action involves carefully and precisely slicing into an unvarnished, light-brown oak armrest of a rocking chair, with the knife steadily advancing and an intricate leaf-like pattern emerging as the blade curls and peels away, scattering across a scratched workbench and the dark apron of the craftsman. The background should be blurred in soft shadow while the illuminated area remains clearly visible, conveying intense concentration, tranquility, and the beauty of craftsmanship.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The resolution is adequate, lighting is warm and consistent, and the depth-of-field effect is well executed. The hands appear weathered and the tool is identifiable, and the wood texture reads realistically. There are no obvious distortions or artifacts, and color grading supports the intended mood. However, there are minor imperfections—occasional slight softness and very subtle noise in some frames—that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (close-up framing, overhead angle, presence of hands and tool, warm lighting, and visible wood texture). Yet key narrative details are not fully realized: the sequence does not clearly show the knife curling and peeling away, nor the scattered debris across the bench, and the progression toward the described intricate leaf-like pattern is not convincingly demonstrated. The alignment is moderate rather than complete, corresponding to a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible hand-tool interaction and wood-carving dynamics, with believable lighting and spatial relationships. Some aspects of the described process are simplified or underrepresented, but overall the physical behavior remains coherent and credible. This yields a 3/5 rating for Physical Consistency.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_12/index_tensor([3800, 3800])_group_12_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_12/index_tensor([3800, 3800])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..38ba7d4d7959037d79cb6ef5862c511cf0edc42a
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_12/index_tensor([3800, 3800])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.",
+ "seed": 25178,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_12/index_3800_seed_25178_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.421875,
+ "video_score2_ta": 3.0,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.4375,
+ "avg": 8.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.",
+ "token_credit_reward": 8.4375,
+ "selected_reward": 8.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate shot moving from left to right across a hospital bed in a sterile room, revealing a dark liquid seeping through the mattress. The video largely follows this structure, but several key details are not clearly realized in the footage.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show some blur and softness, with occasional compression artifacts that reduce sharpness. Lighting remains consistent with a clinical setting, and color grading supports a green-tinged, sterile atmosphere. There are no major distortions or abrupt frame changes, and the sequence remains coherent, though fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the general idea of a hospital bed, a left-to-right pan, and a dark liquid appearing on the mattress. However, several specifics are not clearly depicted: the bed frame’s metallic finish is not distinctly visible; the walls’ pale green tone is present but not strongly emphasized; the liquid’s progression and the exact interaction with the mattress are not always explicit. The overall mood aligns with the prompt, but precise fidelity to every detail is limited.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and a believable clinical environment, with the liquid rising and spreading in a manner that is generally coherent with gravity and surface contact. Some micro-dynamics and timing of the liquid’s spread could be more tightly constrained by real-world physics, but there are no glaring inconsistencies.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.421875,
+ "TA": 3.0,
+ "MQ": 3.0,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate shot moving from left to right across a hospital bed in a sterile room, revealing a dark liquid seeping through the mattress. The video largely follows this structure, but several key details are not clearly realized in the footage.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show some blur and softness, with occasional compression artifacts that reduce sharpness. Lighting remains consistent with a clinical setting, and color grading supports a green-tinged, sterile atmosphere. There are no major distortions or abrupt frame changes, and the sequence remains coherent, though fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the general idea of a hospital bed, a left-to-right pan, and a dark liquid appearing on the mattress. However, several specifics are not clearly depicted: the bed frame’s metallic finish is not distinctly visible; the walls’ pale green tone is present but not strongly emphasized; the liquid’s progression and the exact interaction with the mattress are not always explicit. The overall mood aligns with the prompt, but precise fidelity to every detail is limited.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and a believable clinical environment, with the liquid rising and spreading in a manner that is generally coherent with gravity and surface contact. Some micro-dynamics and timing of the liquid’s spread could be more tightly constrained by real-world physics, but there are no glaring inconsistencies.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.",
+ "seed": 25179,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_12/index_3800_seed_25179_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.59375,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 9.0625,
+ "avg": 9.078125,
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+ "question": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate shot moving from left to right across a hospital bed in a sterile room, revealing a dark liquid seeping through the mattress. The video largely follows this structure, but several details diverge from the description. The bed appears not fully empty due to visible stains, and the camera motion is smoother than the prompt implies. The overall mood remains clinical and somewhat unsettling, though the pacing is more restrained than the prompt suggests.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, with no major distortions or artifacts. There is some mild softness and occasional minor exposure variation, which keeps the quality from being higher. The sequence remains stable and coherent, with no glaring visual defects.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the general idea of a hospital setting and a left-to-right pan, but several specifics differ: the bed is not strictly empty due to visible stains; the camera motion is smoother rather than the described deliberate pacing; and the liquid’s appearance and progression do not perfectly match the prompt’s vivid description. The overall narrative intent is present but not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the liquid’s spread follows basic physical expectations. However, there are minor inconsistencies in how the liquid interacts with the mattress and in the timing of the spread, preventing a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.59375,
+ "TA": 3.5,
+ "MQ": 2.984375,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate shot moving from left to right across a hospital bed in a sterile room, revealing a dark liquid seeping through the mattress. The video largely follows this structure, but several details diverge from the description. The bed appears not fully empty due to visible stains, and the camera motion is smoother than the prompt implies. The overall mood remains clinical and somewhat unsettling, though the pacing is more restrained than the prompt suggests.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, with no major distortions or artifacts. There is some mild softness and occasional minor exposure variation, which keeps the quality from being higher. The sequence remains stable and coherent, with no glaring visual defects.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the general idea of a hospital setting and a left-to-right pan, but several specifics differ: the bed is not strictly empty due to visible stains; the camera motion is smoother rather than the described deliberate pacing; and the liquid’s appearance and progression do not perfectly match the prompt’s vivid description. The overall narrative intent is present but not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the liquid’s spread follows basic physical expectations. However, there are minor inconsistencies in how the liquid interacts with the mattress and in the timing of the spread, preventing a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.",
+ "seed": 25180,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_12/index_3800_seed_25180_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.328125,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.375,
+ "avg": 8.390625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate shot moving from left to right across a hospital bed in a sterile room, revealing a dark liquid seeping through the mattress. The video largely follows this structure, but several key details diverge. The bed appears not empty (a pillow is visible), and the camera motion is more dynamic than the described steady pan. The liquid’s appearance and progression do not consistently match the prompt’s vivid description, and the overall mood leans toward a clinical, documentary feel rather than the intended suspenseful atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, with no major distortions or artifacts. However, there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable and legible, though not exceptionally sharp or polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the general idea of a hospital setting and a bed with a dark substance, but several critical specifics diverge: the bed is not empty (a pillow is present); the camera movement is more dynamic than a slow, deliberate pan; the liquid’s behavior and appearance do not convincingly reflect the prompt’s dramatic seepage and sheen; and the overall mood does not strongly convey suspense. The result is a partial alignment where core elements exist but important details are misrepresented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the liquid’s presence is believable within a clinical context. However, the liquid’s upward movement and spread appear somewhat stylized rather than strictly physically accurate, and some interactions between the liquid and the mattress/fabric could be more consistent with real-world behavior. Overall, the depiction is coherent but not fully physically precise.\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": 2.328125,
+ "TA": 3.03125,
+ "MQ": 3.03125,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate shot moving from left to right across a hospital bed in a sterile room, revealing a dark liquid seeping through the mattress. The video largely follows this structure, but several key details diverge. The bed appears not empty (a pillow is visible), and the camera motion is more dynamic than the described steady pan. The liquid’s appearance and progression do not consistently match the prompt’s vivid description, and the overall mood leans toward a clinical, documentary feel rather than the intended suspenseful atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, with no major distortions or artifacts. However, there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable and legible, though not exceptionally sharp or polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the general idea of a hospital setting and a bed with a dark substance, but several critical specifics diverge: the bed is not empty (a pillow is present); the camera movement is more dynamic than a slow, deliberate pan; the liquid’s behavior and appearance do not convincingly reflect the prompt’s dramatic seepage and sheen; and the overall mood does not strongly convey suspense. The result is a partial alignment where core elements exist but important details are misrepresented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the liquid’s presence is believable within a clinical context. However, the liquid’s upward movement and spread appear somewhat stylized rather than strictly physically accurate, and some interactions between the liquid and the mattress/fabric could be more consistent with real-world behavior. Overall, the depiction is coherent but not fully physically precise.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.",
+ "seed": 25181,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_12/index_3800_seed_25181_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.234375,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 8.375,
+ "avg": 8.40625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, deliberate shot, moving from left to right, slides across the surface of an empty hospital bed from a slightly elevated perspective. The bed's frame, constructed of cold brushed steel, sits in the center of a desolate, sterile room with walls a pale, institutional green. As the camera pans, it first reveals a wrinkled white cotton sheet, then pulls back to reveal a thin, vinyl-covered mattress. The camera's steady movement reveals the source of the scene's horror: a dark, viscous liquid seeping relentlessly upward through the mattress fabric. The almost black liquid, shimmering with a subtle, oily sheen under the harsh, flickering fluorescent light of the overhead fixture, slowly and silently soaks the off-white material, its edges spreading outward to form an increasingly large, irregular stain. The methodical camera movement and clinical, shadowless lighting create an atmosphere of deep unease and suspense, focusing all attention on the silent, unsettling decay of the otherwise sterile environment.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate shot moving from left to right across an empty hospital bed in a desolate, sterile room with pale green walls. It outlines the camera revealing a wrinkled white sheet, then pulling back to show a thin vinyl-covered mattress, followed by a dark, viscous liquid seeping through the fabric and spreading outward under harsh fluorescent lighting. The sequence aims to convey a methodical, clinical presentation that emphasizes decay and unease.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, but there are noticeable artifacts and some color/contrast inconsistencies that prevent a higher rating. The motion remains smooth and the framing is stable, yet the image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a left-to-right pan across a hospital bed, a desolate sterile setting, pale green walls, a wrinkled white sheet, and a thin vinyl-covered mattress. The most impactful deviation is the absence of the dramatic liquid seepage and the described horror-driven progression; despite this, the core narrative cues align well with the prompt, yielding a high level of fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible spatial relationships and a believable hospital environment, but the central horror element — the liquid seeping through the mattress and spreading outward — is not depicted, which reduces the perceived realism of the decay process. The overall setup remains coherent, but the missing liquid dynamics introduce a notable inconsistency with the expected physical progression.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.234375,
+ "TA": 2.96875,
+ "MQ": 3.203125,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate shot moving from left to right across an empty hospital bed in a desolate, sterile room with pale green walls. It outlines the camera revealing a wrinkled white sheet, then pulling back to show a thin vinyl-covered mattress, followed by a dark, viscous liquid seeping through the fabric and spreading outward under harsh fluorescent lighting. The sequence aims to convey a methodical, clinical presentation that emphasizes decay and unease.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, but there are noticeable artifacts and some color/contrast inconsistencies that prevent a higher rating. The motion remains smooth and the framing is stable, yet the image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a left-to-right pan across a hospital bed, a desolate sterile setting, pale green walls, a wrinkled white sheet, and a thin vinyl-covered mattress. The most impactful deviation is the absence of the dramatic liquid seepage and the described horror-driven progression; despite this, the core narrative cues align well with the prompt, yielding a high level of fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible spatial relationships and a believable hospital environment, but the central horror element — the liquid seeping through the mattress and spreading outward — is not depicted, which reduces the perceived realism of the decay process. The overall setup remains coherent, but the missing liquid dynamics introduce a notable inconsistency with the expected physical progression.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_13/index_tensor([8897, 8897])_group_13_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_13/index_tensor([8897, 8897])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..23d60051a0dc114943cb58f7fe99d94155bd869d
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_13/index_tensor([8897, 8897])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up, low-angle tracking shot follows a small, perfectly spherical glass marble as it moves across a seemingly infinite expanse of highly polished black obsidian floor. Within the marble's perfect, transparent body, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs, also made of clear, solid glass, emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly along it, capturing how each crystal leg rises, pauses for a fraction of a second, and then deliberately lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface perfectly reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.",
+ "seed": 33295,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_13/index_8897_seed_33295_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.734375,
+ "video_score2_ta": 2.390625,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.125,
+ "avg": 8.09375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle tracking shot follows a small, perfectly spherical glass marble as it moves across a seemingly infinite expanse of highly polished black obsidian floor. Within the marble's perfect, transparent body, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs, also made of clear, solid glass, emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly along it, capturing how each crystal leg rises, pauses for a fraction of a second, and then deliberately lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface perfectly reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle tracking shot following a small, perfectly spherical glass marble moving across a highly polished black obsidian floor. Inside the marble, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly, capturing how each crystal leg rises, pauses briefly, and then lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur in places. The marble remains identifiable, but fine details are not consistently crisp. Reflections and lighting are present but not always sharply resolved, and there are occasional minor artifacts that slightly affect perceived sharpness. Overall, the sequence reads as acceptable but not high-fidelity, with a few moments where texture or edge definition could be improved.\n\nText-to-Video Alignment Assessment:\nThe video captures the general idea of a close-up marble with internal color variation and a reflective surface, but several key elements from the prompt are not clearly realized. The legs emerging from the lower hemisphere and their coordinated propulsion are not distinctly visible, and the described dynamic gait is not convincingly demonstrated. The scene conveys a glassy, reflective environment and a subtle sense of movement, yet the alignment with the full textual description remains partial rather than complete.\n\nPhysical Consistency (Common-sense):\nThe rendering maintains plausible material properties for glass and reflections, with coherent lighting and shading. However, the absence of clearly articulated leg motion and the lack of a fully convincing propulsion mechanism introduce mild inconsistencies with the expected physical behavior of the described creature. Overall, the scene remains physically plausible but not fully faithful to the detailed prompt.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.390625,
+ "MQ": 2.96875,
+ "Overall": 8.125
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle tracking shot following a small, perfectly spherical glass marble moving across a highly polished black obsidian floor. Inside the marble, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly, capturing how each crystal leg rises, pauses briefly, and then lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur in places. The marble remains identifiable, but fine details are not consistently crisp. Reflections and lighting are present but not always sharply resolved, and there are occasional minor artifacts that slightly affect perceived sharpness. Overall, the sequence reads as acceptable but not high-fidelity, with a few moments where texture or edge definition could be improved.\n\nText-to-Video Alignment Assessment:\nThe video captures the general idea of a close-up marble with internal color variation and a reflective surface, but several key elements from the prompt are not clearly realized. The legs emerging from the lower hemisphere and their coordinated propulsion are not distinctly visible, and the described dynamic gait is not convincingly demonstrated. The scene conveys a glassy, reflective environment and a subtle sense of movement, yet the alignment with the full textual description remains partial rather than complete.\n\nPhysical Consistency (Common-sense):\nThe rendering maintains plausible material properties for glass and reflections, with coherent lighting and shading. However, the absence of clearly articulated leg motion and the lack of a fully convincing propulsion mechanism introduce mild inconsistencies with the expected physical behavior of the described creature. Overall, the scene remains physically plausible but not fully faithful to the detailed prompt.\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": 33296,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_13/index_8897_seed_33296_dp_26_rank_52_sample_1_slot_1.mp4",
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+ "video_score2_overall": 7.875,
+ "avg": 7.875,
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+ "selected_reward": 7.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle tracking shot following a small, perfectly spherical glass marble moving across a highly polished black obsidian floor. Inside the marble, vibrant sapphire, emerald green, and ruby red swirls are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate glass legs emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly, capturing how each crystal leg rises, pauses briefly, and then lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur in background regions. The marble remains identifiable and the glass rendering is plausible, but fine details are not consistently crisp. Lighting is generally stable, though there are occasional minor hotspots or uneven reflections that slightly reduce perceived sharpness. Overall, the sequence reads as acceptable but not high-fidelity, with no major distortions or artifacts. In sum, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a low-angle impression, and a glass marble with internal color swirls. However, key aspects are underrepresented: the floor texture does not convincingly read as black obsidian, and the distinctive glass legs described in the prompt are not clearly visible. The motion appears relatively static rather than exhibiting the dynamic, leg-driven locomotion implied by the prompt. While some visual cues align, the overall correspondence is limited, yielding a relatively weak alignment (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the marble sits on a reflective surface with coherent lighting and plausible refractions through the glass. Yet the absence of the expected kinetic behavior and the mismatch between the described leg-based propulsion and observed motion introduce inconsistencies with the intended dynamics. The result is a moderate level of common-sense coherence (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.75,
+ "TA": 2.265625,
+ "MQ": 2.859375,
+ "Overall": 7.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle tracking shot following a small, perfectly spherical glass marble moving across a highly polished black obsidian floor. Inside the marble, vibrant sapphire, emerald green, and ruby red swirls are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate glass legs emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly, capturing how each crystal leg rises, pauses briefly, and then lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur in background regions. The marble remains identifiable and the glass rendering is plausible, but fine details are not consistently crisp. Lighting is generally stable, though there are occasional minor hotspots or uneven reflections that slightly reduce perceived sharpness. Overall, the sequence reads as acceptable but not high-fidelity, with no major distortions or artifacts. In sum, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a low-angle impression, and a glass marble with internal color swirls. However, key aspects are underrepresented: the floor texture does not convincingly read as black obsidian, and the distinctive glass legs described in the prompt are not clearly visible. The motion appears relatively static rather than exhibiting the dynamic, leg-driven locomotion implied by the prompt. While some visual cues align, the overall correspondence is limited, yielding a relatively weak alignment (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the marble sits on a reflective surface with coherent lighting and plausible refractions through the glass. Yet the absence of the expected kinetic behavior and the mismatch between the described leg-based propulsion and observed motion introduce inconsistencies with the intended dynamics. The result is a moderate level of common-sense coherence (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me 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, low-angle tracking shot following a small, perfectly spherical glass marble moving across a highly polished black obsidian floor. Inside the marble, vibrant sapphire, emerald green, and ruby red swirls are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly, capturing the rise, pause, and lower of each leg, and a bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The marble remains clearly visible with good detail, and the lighting provides convincing highlights and depth. The color swirls inside the marble are vivid, and the overall rendering is clean with minimal artifacts. However, there are occasional minor inconsistencies in reflections and edge sharpness that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt (extreme close-up, low-angle tracking, a glass marble, vibrant internal colors, and a reflective surface). However, crucial aspects are not realized: the floor does not appear as a black obsidian plane, the leg propulsion and the described gait are not evident, and the dynamic, intricate motion is largely absent. The result shows moderate alignment with the prompt, corresponding to a 3/5 rating.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the marble sits stably, light interactions are believable, and the mirrored surface behaves consistently. There are no obvious violations of basic physics or common-sense expectations. This supports a 4/5 rating for Physical Consistency.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 4\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.34375,
+ "TA": 1.9609375,
+ "MQ": 3.640625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle tracking shot following a small, perfectly spherical glass marble moving across a highly polished black obsidian floor. Inside the marble, vibrant sapphire, emerald green, and ruby red swirls are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly, capturing the rise, pause, and lower of each leg, and a bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The marble remains clearly visible with good detail, and the lighting provides convincing highlights and depth. The color swirls inside the marble are vivid, and the overall rendering is clean with minimal artifacts. However, there are occasional minor inconsistencies in reflections and edge sharpness that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt (extreme close-up, low-angle tracking, a glass marble, vibrant internal colors, and a reflective surface). However, crucial aspects are not realized: the floor does not appear as a black obsidian plane, the leg propulsion and the described gait are not evident, and the dynamic, intricate motion is largely absent. The result shows moderate alignment with the prompt, corresponding to a 3/5 rating.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the marble sits stably, light interactions are believable, and the mirrored surface behaves consistently. There are no obvious violations of basic physics or common-sense expectations. This supports a 4/5 rating for Physical Consistency.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical 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, low-angle tracking shot follows a small, perfectly spherical glass marble as it moves across a seemingly infinite expanse of highly polished black obsidian floor. Within the marble's perfect, transparent body, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs, also made of clear, solid glass, emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly along it, capturing how each crystal leg rises, pauses for a fraction of a second, and then deliberately lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface perfectly reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.",
+ "seed": 33298,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_13/index_8897_seed_33298_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.59375,
+ "video_score2_ta": 2.078125,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 7.6875,
+ "avg": 7.65625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle tracking shot follows a small, perfectly spherical glass marble as it moves across a seemingly infinite expanse of highly polished black obsidian floor. Within the marble's perfect, transparent body, vibrant swirls of sapphire, emerald green, and ruby red are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs, also made of clear, solid glass, emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly along it, capturing how each crystal leg rises, pauses for a fraction of a second, and then deliberately lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface perfectly reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.",
+ "token_credit_reward": 7.6875,
+ "selected_reward": 7.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, low-angle tracking shot following a small, perfectly spherical glass marble moving across a highly polished black obsidian floor. Inside the marble, vibrant sapphire, emerald green, and ruby red swirls are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly, capturing how each crystal leg rises, pauses briefly, and then lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur in background regions. The marble remains identifiable and the interior color hints are visible, but fine details are not consistently crisp. Reflections and lighting are present but not always sharply resolved, and there are occasional minor artifacts that slightly affect perceived sharpness. Overall, the sequence reads as mid-range in visual quality rather than high-fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (close-up framing, low-angle tracking, a spherical glass object, and visible internal color patterns). However, key aspects are underrepresented or missing: the floor material does not appear as black obsidian, the legs are not clearly depicted as described, and the dynamic motion of the legs and the resulting core shake are not convincingly realized. The result is a partial alignment with notable gaps between the textual description and the visual execution.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting and reflections, but the mechanical behavior of the marble and its legs lacks convincing physical realism. The expected interactions among the legs, their propulsion, and the resulting micro-movements are not convincingly demonstrated, leading to only modest common-sense consistency.\n\nOverall assessment:\nThe video demonstrates moderate visual quality with partial alignment to the prompt and limited physical realism, corresponding to mid-range scores across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.59375,
+ "TA": 2.078125,
+ "MQ": 2.984375,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle tracking shot following a small, perfectly spherical glass marble moving across a highly polished black obsidian floor. Inside the marble, vibrant sapphire, emerald green, and ruby red swirls are frozen in a chaotic yet beautiful dance. From the marble's lower hemisphere, several tiny, delicate legs emerge, propelling the sphere forward with a meticulous and careful gait. The camera moves smoothly, capturing how each crystal leg rises, pauses briefly, and then lowers, causing the marble's core to shake almost imperceptibly. A bright spotlight illuminates the scene from above, creating dazzling mirrored highlights on the marble's crown and casting shadows from the legs onto the floor. The floor's mirrored surface reflects the marble, its luminous interior colors, and its deliberate, spidery movements, creating a surreal, symmetrical world beneath. The atmosphere is one of quiet, magical wonder, emphasizing the solitary and focused nature of this unlikely creature within the vast, silent, and elegant space.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur in background regions. The marble remains identifiable and the interior color hints are visible, but fine details are not consistently crisp. Reflections and lighting are present but not always sharply resolved, and there are occasional minor artifacts that slightly affect perceived sharpness. Overall, the sequence reads as mid-range in visual quality rather than high-fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (close-up framing, low-angle tracking, a spherical glass object, and visible internal color patterns). However, key aspects are underrepresented or missing: the floor material does not appear as black obsidian, the legs are not clearly depicted as described, and the dynamic motion of the legs and the resulting core shake are not convincingly realized. The result is a partial alignment with notable gaps between the textual description and the visual execution.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting and reflections, but the mechanical behavior of the marble and its legs lacks convincing physical realism. The expected interactions among the legs, their propulsion, and the resulting micro-movements are not convincingly demonstrated, leading to only modest common-sense consistency.\n\nOverall assessment:\nThe video demonstrates moderate visual quality with partial alignment to the prompt and limited physical realism, corresponding to mid-range scores across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_14/index_tensor([9629, 9629])_group_14_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_14/index_tensor([9629, 9629])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2d33baa00331303f2a77e8debecd40e2998204d
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_14/index_tensor([9629, 9629])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.",
+ "seed": 13099,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_14/index_9629_seed_13099_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.40625,
+ "video_score2_ta": 2.0,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 8.5625,
+ "avg": 8.546875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle, bird's-eye view looking down at a vast, ancient stone basin with a circular shape filled with murky liquid. It envisions a vivid watercolor animation style, with the liquid as a canvas of softly bleeding colors (deep blues, earthy browns, rich ochres) blending against a subtly textured, paper-like background. A divine light from an unseen source above penetrates the depths, illuminating sediments and shimmering fragments, with particles drifting and spiraling toward the center like a miniature galaxy. The scene is intended to be rendered at a high frame rate to capture hyper-realistic smoothness of ripples and the graceful paths of individual particles, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and readable, but they do not reach the level of hyper-realism or ultra-fine detail described in the prompt. The resolution is adequate and the imagery remains legible, yet there is a noticeable softness and limited micro-detail that prevent a truly high-fidelity impression. The sequence appears stable with minimal artifacts, and lighting remains consistent, but the overall sharpness and dynamic micro-texture are modest rather than exceptional. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a circular stone basin, a bird's-eye perspective, and a blue-tinted liquid with a central swirl. However, key aspects of the description are underrepresented: the color palette is dominated by cool tones rather than the warm earthy browns and rich ochres; the watercolor-like bleeding and organic blending are not convincingly realized; the scene lacks the dramatic illumination and the sense of cosmic depth implied by the prompt. While some structural components align, the artistic and atmospheric details are only partially realized. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe dynamics appear plausible at a basic level, with a central swirl and downward movement suggesting gravity, but the motion does not convincingly reflect the nuanced physics described in the prompt. The interaction between light, depth, and fluid motion feels simplified, and the overall physical realism is limited. Given these gaps, Physical/Common-sense Consistency is rated as low-moderate (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "MQ": 2
+ },
+ "soft_scores": {
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+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle, bird's-eye view looking down at a vast, ancient stone basin with a circular shape filled with murky liquid. It envisions a vivid watercolor animation style, with the liquid as a canvas of softly bleeding colors (deep blues, earthy browns, rich ochres) blending against a subtly textured, paper-like background. A divine light from an unseen source above penetrates the depths, illuminating sediments and shimmering fragments, with particles drifting and spiraling toward the center like a miniature galaxy. The scene is intended to be rendered at a high frame rate to capture hyper-realistic smoothness of ripples and the graceful paths of individual particles, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and readable, but they do not reach the level of hyper-realism or ultra-fine detail described in the prompt. The resolution is adequate and the imagery remains legible, yet there is a noticeable softness and limited micro-detail that prevent a truly high-fidelity impression. The sequence appears stable with minimal artifacts, and lighting remains consistent, but the overall sharpness and dynamic micro-texture are modest rather than exceptional. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a circular stone basin, a bird's-eye perspective, and a blue-tinted liquid with a central swirl. However, key aspects of the description are underrepresented: the color palette is dominated by cool tones rather than the warm earthy browns and rich ochres; the watercolor-like bleeding and organic blending are not convincingly realized; the scene lacks the dramatic illumination and the sense of cosmic depth implied by the prompt. While some structural components align, the artistic and atmospheric details are only partially realized. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe dynamics appear plausible at a basic level, with a central swirl and downward movement suggesting gravity, but the motion does not convincingly reflect the nuanced physics described in the prompt. The interaction between light, depth, and fluid motion feels simplified, and the overall physical realism is limited. Given these gaps, Physical/Common-sense Consistency is rated as low-moderate (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.",
+ "seed": 13100,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_14/index_9629_seed_13100_dp_28_rank_56_sample_1_slot_1.mp4",
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+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 2.0,
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+ "video_score2_overall": 7.875,
+ "avg": 7.859375,
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+ "question": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.",
+ "token_credit_reward": 7.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle bird's-eye view of a vast ancient stone basin with murky liquid, rendered in a vivid watercolor style. It envisions deep blues, earthy browns, and rich ochres blending into one another against a subtly textured, paper-like background. A divine light from an unseen source above penetrates the depths, illuminating sediments and shimmering fragments, with particles drifting and spiraling toward the center like a miniature galaxy. The scene is intended to be rendered at a high frame rate to capture hyper-realistic smoothness and intricate particle dynamics.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but exhibit some compression artifacts and mild pixelation that reduce sharpness. The stone basin and liquid are identifiable, and color tones align with the described palette, though fine details are not consistently crisp. The sequence remains stable with no major distortions, but the overall fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video presents a static, high-angle view of a stone basin with liquid, which matches several elements. However, key aspects of the prompt are not realized: there is no evident dynamic swirling or hyper-realistic particle motion; the scene lacks the described organic blending of colors and the luminous illumination of sediments. The result captures only a subset of the envisioned artistic vision, resulting in a weaker alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting direction, and material textures, with no obvious violations of basic physics. Some stylization or simplification may be present, but the overall scene remains coherent and believable.\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": 2.78125,
+ "TA": 2.0,
+ "MQ": 3.078125,
+ "Overall": 7.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle bird's-eye view of a vast ancient stone basin with murky liquid, rendered in a vivid watercolor style. It envisions deep blues, earthy browns, and rich ochres blending into one another against a subtly textured, paper-like background. A divine light from an unseen source above penetrates the depths, illuminating sediments and shimmering fragments, with particles drifting and spiraling toward the center like a miniature galaxy. The scene is intended to be rendered at a high frame rate to capture hyper-realistic smoothness and intricate particle dynamics.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but exhibit some compression artifacts and mild pixelation that reduce sharpness. The stone basin and liquid are identifiable, and color tones align with the described palette, though fine details are not consistently crisp. The sequence remains stable with no major distortions, but the overall fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video presents a static, high-angle view of a stone basin with liquid, which matches several elements. However, key aspects of the prompt are not realized: there is no evident dynamic swirling or hyper-realistic particle motion; the scene lacks the described organic blending of colors and the luminous illumination of sediments. The result captures only a subset of the envisioned artistic vision, resulting in a weaker alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting direction, and material textures, with no obvious violations of basic physics. Some stylization or simplification may be present, but the overall scene remains coherent and believable.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.",
+ "seed": 13101,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_14/index_9629_seed_13101_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.65625,
+ "video_score2_ta": 2.25,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.0,
+ "avg": 8.015625,
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+ "question": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.",
+ "token_credit_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle, bird's-eye view of a vast, ancient stone basin with murky liquid. It envisions a vivid watercolor-style rendering where deep blues, earthy browns, and rich ochres blend, with divine light penetrating the depths and particles drifting and spiraling toward the center like a miniature galaxy. The scene is intended to be rendered at a high frame rate to capture hyper-realistic smoothness and cosmic-creation ambience.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show decent resolution but exhibit some compression artifacts and mild pixelation that reduce sharpness. The stone basin and liquid are identifiable, and the swirling pattern is visible, yet fine details are not consistently crisp. The sequence remains stable with no major distortions, and lighting is steady across frames. The result is acceptable but not highly polished.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures the core idea of a circular stone basin with liquid and a swirling motion, but several key aspects are underrepresented or misrepresented. The perspective does not convincingly read as a true bird's-eye view; the watercolor aesthetic and the described hyper-realistic rendering are not achieved; the depiction of light penetration and the cosmic-creation mood is only loosely suggested. Overall, the video conveys the gist but misses important stylistic and atmospheric specifics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid dynamics show basic swirling behavior and plausible interaction with the basin, but the motion lacks full fluidity and depth. Lighting and shadows are generally coherent, though some shading cues feel simplified. The scene maintains basic physical plausibility without fully realizing the envisioned complexity.\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": 2.65625,
+ "TA": 2.25,
+ "MQ": 3.109375,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle, bird's-eye view of a vast, ancient stone basin with murky liquid. It envisions a vivid watercolor-style rendering where deep blues, earthy browns, and rich ochres blend, with divine light penetrating the depths and particles drifting and spiraling toward the center like a miniature galaxy. The scene is intended to be rendered at a high frame rate to capture hyper-realistic smoothness and cosmic-creation ambience.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show decent resolution but exhibit some compression artifacts and mild pixelation that reduce sharpness. The stone basin and liquid are identifiable, and the swirling pattern is visible, yet fine details are not consistently crisp. The sequence remains stable with no major distortions, and lighting is steady across frames. The result is acceptable but not highly polished.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures the core idea of a circular stone basin with liquid and a swirling motion, but several key aspects are underrepresented or misrepresented. The perspective does not convincingly read as a true bird's-eye view; the watercolor aesthetic and the described hyper-realistic rendering are not achieved; the depiction of light penetration and the cosmic-creation mood is only loosely suggested. Overall, the video conveys the gist but misses important stylistic and atmospheric specifics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid dynamics show basic swirling behavior and plausible interaction with the basin, but the motion lacks full fluidity and depth. Lighting and shadows are generally coherent, though some shading cues feel simplified. The scene maintains basic physical plausibility without fully realizing the envisioned complexity.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.",
+ "seed": 13102,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_14/index_9629_seed_13102_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": 1.84375,
+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 6.9375,
+ "avg": 6.96875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, high-angle, bird's-eye view gazes down upon a vast, ancient stone basin, its circular shape filled with murky liquid. Rendered in a vivid watercolor animation style, the liquid is a canvas of softly bleeding colors, where deep blues, earthy browns, and rich ochres seamlessly and organically blend into one another against a subtly textured, paper-like background. Divine light, from an unseen source above, penetrates the depths, piercing the darkness and illuminating countless sediments and shimmering fragments. These particles are caught in a slow, hypnotic, unstoppable swirling motion, gracefully drifting and spiraling toward the center, like a miniature galaxy being born within the water. The entire scene is rendered at a high frame rate, capturing the hyper-realistic smoothness of every subtle ripple on the liquid's surface and the unique, graceful path of each individual particle, creating a mesmerizing and tranquil atmosphere of cosmic creation in microscopic detail.",
+ "token_credit_reward": 6.9375,
+ "selected_reward": 6.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle, bird's-eye view of a vast, ancient stone basin filled with murky liquid, rendered in a vivid watercolor style with bleeding colors (deep blues, earthy browns, rich ochres) and a subtly textured, paper-like background. It envisions divine light penetrating the depths, particles drifting and spiraling toward the center like a miniature galaxy, captured at a high frame rate for hyper-realistic smoothness.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show a circular basin with liquid and some color variation, but the rendering remains noticeably stylized rather than photorealistic. There is a persistent grainy texture and a somewhat artificial look that reduces realism. The sequence appears relatively static with limited motion between frames, which dampens perceived dynamism. While there are no obvious distortions or artifacts, the overall clarity and fidelity do not reach high-fidelity standards. In sum, visual quality sits in the mid-range.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several core elements such as a circular basin, liquid presence, and a bird's-eye perspective, and it maintains a static composition. However, key aspects of the prompt—divine illumination, dynamic particle movement, and a hyper-realistic watercolor-like fluidity—are not convincingly realized. The result reflects a moderate level of fidelity to the original description, with notable gaps in the intended artistic depth and motion cues.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical plausibility: the basin geometry and liquid behavior appear coherent, and lighting remains consistent across frames. There are no evident violations of common-sense physics. The depiction is plausible but lacks the nuanced, organic complexity implied by the prompt, resulting in a mid-level assessment of physical consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.84375,
+ "TA": 2.171875,
+ "MQ": 2.953125,
+ "Overall": 6.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle, bird's-eye view of a vast, ancient stone basin filled with murky liquid, rendered in a vivid watercolor style with bleeding colors (deep blues, earthy browns, rich ochres) and a subtly textured, paper-like background. It envisions divine light penetrating the depths, particles drifting and spiraling toward the center like a miniature galaxy, captured at a high frame rate for hyper-realistic smoothness.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show a circular basin with liquid and some color variation, but the rendering remains noticeably stylized rather than photorealistic. There is a persistent grainy texture and a somewhat artificial look that reduces realism. The sequence appears relatively static with limited motion between frames, which dampens perceived dynamism. While there are no obvious distortions or artifacts, the overall clarity and fidelity do not reach high-fidelity standards. In sum, visual quality sits in the mid-range.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several core elements such as a circular basin, liquid presence, and a bird's-eye perspective, and it maintains a static composition. However, key aspects of the prompt—divine illumination, dynamic particle movement, and a hyper-realistic watercolor-like fluidity—are not convincingly realized. The result reflects a moderate level of fidelity to the original description, with notable gaps in the intended artistic depth and motion cues.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical plausibility: the basin geometry and liquid behavior appear coherent, and lighting remains consistent across frames. There are no evident violations of common-sense physics. The depiction is plausible but lacks the nuanced, organic complexity implied by the prompt, resulting in a mid-level assessment of physical consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_15/index_tensor([7000, 7000])_group_15_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_15/index_tensor([7000, 7000])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f487dfe491db685e6f9dd5267123f151fbd4fe39
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_15/index_tensor([7000, 7000])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.",
+ "seed": 22355,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_15/index_7000_seed_22355_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.453125,
+ "video_score2_ta": 2.015625,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.375,
+ "avg": 8.40625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.",
+ "token_credit_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle macro shot capturing a high-speed time-lapse of a vibrant green, waterproof toy lizard on a polished granite kitchen countertop. It envisions bright, even lighting from overhead appliances casting soft shadows and creating mirrored highlights on the damp, smooth skin. As time progresses, the scene should show the lizard's gelatinous body shrinking, with a dimming of sheen, the appearance of tiny wrinkles on limbs and underbelly, progressive deepening and multiplication of wrinkles, and a bending/curling of the limbs as the structure deforms. The final state should be a dense, wrinkled version of the original, with a mesmerizing yet slightly uncanny acceleration of transformation.\n\nVisual Quality Assessment:\nThe frames present a clearly visible green toy lizard on a textured surface. The subject remains reasonably sharp with good contrast against the background, and lighting appears consistent across shots. However, there is very little variation between frames, giving the sequence a largely static feel rather than a dynamic time-lapse progression. While there are no obvious distortions or artifacts, the lack of motion reduces the perceived visual impact and keeps the overall quality at a moderate level.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the presence of a green toy lizard and a static macro-like framing aligns with parts of the description. However, the core requirement—high-speed time-lapse with visible transformation over time—is not realized. The frames do not demonstrate the expected sequence of body shrinkage, increasing opacity, or the development of wrinkles and structural deformation. Overall, the alignment is moderate, reflecting that some elements match while the central dynamic transformation is missing.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible physical properties for a toy material: the object retains its shape, shows consistent lighting, and exhibits no implausible deformations. The static presentation does not violate basic physical expectations, but it does not convey the intended dynamic metamorphosis. This yields a moderate level of common-sense consistency.\n\nGround-truth scores (for reference): Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.453125,
+ "TA": 2.015625,
+ "MQ": 2.9375,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle macro shot capturing a high-speed time-lapse of a vibrant green, waterproof toy lizard on a polished granite kitchen countertop. It envisions bright, even lighting from overhead appliances casting soft shadows and creating mirrored highlights on the damp, smooth skin. As time progresses, the scene should show the lizard's gelatinous body shrinking, with a dimming of sheen, the appearance of tiny wrinkles on limbs and underbelly, progressive deepening and multiplication of wrinkles, and a bending/curling of the limbs as the structure deforms. The final state should be a dense, wrinkled version of the original, with a mesmerizing yet slightly uncanny acceleration of transformation.\n\nVisual Quality Assessment:\nThe frames present a clearly visible green toy lizard on a textured surface. The subject remains reasonably sharp with good contrast against the background, and lighting appears consistent across shots. However, there is very little variation between frames, giving the sequence a largely static feel rather than a dynamic time-lapse progression. While there are no obvious distortions or artifacts, the lack of motion reduces the perceived visual impact and keeps the overall quality at a moderate level.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the presence of a green toy lizard and a static macro-like framing aligns with parts of the description. However, the core requirement—high-speed time-lapse with visible transformation over time—is not realized. The frames do not demonstrate the expected sequence of body shrinkage, increasing opacity, or the development of wrinkles and structural deformation. Overall, the alignment is moderate, reflecting that some elements match while the central dynamic transformation is missing.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible physical properties for a toy material: the object retains its shape, shows consistent lighting, and exhibits no implausible deformations. The static presentation does not violate basic physical expectations, but it does not convey the intended dynamic metamorphosis. This yields a moderate level of common-sense consistency.\n\nGround-truth scores (for reference): Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.",
+ "seed": 22356,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_15/index_7000_seed_22356_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": 3.28125,
+ "video_score2_ta": 1.9921875,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.25,
+ "avg": 8.2421875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle macro shot of a vibrant green, waterproof toy lizard on a polished granite kitchen countertop, with a high-speed time-lapse showing the lizard's body shrinking as moisture evaporates. The sequence should show a bright, even light, visible dimming of the damp sheen, the appearance of tiny wrinkles on the limbs and underbelly, progressive deepening of wrinkles, and a final shrunken, more stable form. In practice, the video does not convincingly realize these dynamic changes; the frames largely depict a static subject with limited or no observable progression, resulting in only partial alignment with the described transformation.\n\nVisual Quality Analysis:\nThe visuals are generally clean with decent resolution and consistent lighting. The toy lizard remains clearly visible against a textured granite-like background, and there are no obvious distortions or artifacts. However, the sequence lacks motion cues and dynamic texture evolution, which reduces the perceived realism of a true time-lapse. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The scene matches several static aspects (color, surface, and macro framing), but the essential dynamic elements—time-lapse progression, moisture loss, and surface deformation—are not convincingly demonstrated. The result is a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible material properties and lighting, with no glaring physical inconsistencies. Yet the absence of the expected temporal evolution and surface response means the scene does not fully satisfy common-sense expectations for a moisture-driven transformation, yielding a moderate assessment (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 1.9921875,
+ "MQ": 2.96875,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle macro shot of a vibrant green, waterproof toy lizard on a polished granite kitchen countertop, with a high-speed time-lapse showing the lizard's body shrinking as moisture evaporates. The sequence should show a bright, even light, visible dimming of the damp sheen, the appearance of tiny wrinkles on the limbs and underbelly, progressive deepening of wrinkles, and a final shrunken, more stable form. In practice, the video does not convincingly realize these dynamic changes; the frames largely depict a static subject with limited or no observable progression, resulting in only partial alignment with the described transformation.\n\nVisual Quality Analysis:\nThe visuals are generally clean with decent resolution and consistent lighting. The toy lizard remains clearly visible against a textured granite-like background, and there are no obvious distortions or artifacts. However, the sequence lacks motion cues and dynamic texture evolution, which reduces the perceived realism of a true time-lapse. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The scene matches several static aspects (color, surface, and macro framing), but the essential dynamic elements—time-lapse progression, moisture loss, and surface deformation—are not convincingly demonstrated. The result is a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible material properties and lighting, with no glaring physical inconsistencies. Yet the absence of the expected temporal evolution and surface response means the scene does not fully satisfy common-sense expectations for a moisture-driven transformation, yielding a moderate assessment (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.",
+ "seed": 22357,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_15/index_7000_seed_22357_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 2.1875,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 8.5,
+ "avg": 8.46875,
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+ "question": "static, high-angle macro lens captures a high-speed time-lapse of a vibrant green, waterproof toy lizard, initially plump and glistening with absorbed moisture, resting on the cool, speckled surface of a polished granite kitchen countertop. Bright, even light from overhead kitchen appliances casts soft shadows and creates mirrored highlights on the toy's damp, smooth skin. As time passes, the evaporation process accelerates; the lizard's gelatinous body begins to noticeably shrink. The initial change is a slight dimming of its damp sheen, quickly followed by the appearance of tiny wrinkles, starting on its limbs and underbelly, wrinkling the surface. These wrinkles relentlessly deepen and multiply, spreading throughout the form, causing the toy's body to bend and its limbs to curl slightly inward as its structure deforms. As its volume decreases, the vibrant green color becomes more intense and opaque, until the lizard finally settles into its final, smaller, shrunken, and more stable form—a dense, wrinkled likeness of its former bloated self, creating a mesmerizing and slightly uncanny visual of accelerated transformation.",
+ "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 static, high-angle macro shot capturing a high-speed time-lapse of a vibrant green, waterproof toy lizard on a polished granite kitchen countertop. It envisions the lizard starting plump and glistening with absorbed moisture, then undergoing rapid evaporation with a noticeable shrinkage, development of wrinkles, and a color shift toward a more intense green as it settles into a final, smaller, shrunken form.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The frames maintain good clarity and consistent lighting, with the lizard clearly visible against a believable granite backdrop. The sequence shows smooth progression and coherent rendering across frames. There are no major distortions or artifacts, though there may be occasional minor texture or edge softness that prevents a perfect 5. In sum, visual quality is strong but not flawless (roughly a 4).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video presents the core elements—static macro framing, a vibrant green toy lizard on a granite counter, and a visible shrinkage trend. However, several nuanced aspects of the prompt are not fully realized: the initial glistening/moisture emphasis is understated, the color intensification during drying is not strongly pronounced, and the final form does not fully embody a dense, wrinkled replica of the original. The overall alignment is acceptable but not comprehensive (roughly a 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the lizard sits stably on the surface, lighting remains consistent, and the shrinkage appears gradual and believable within a toy material context. No obvious physical contradictions are present, and the material response to evaporation reads as credible. Overall, physical/common-sense consistency is solid (roughly a 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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+ },
+ "soft_scores": {
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+ "TA": 2.1875,
+ "MQ": 3.21875,
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, high-angle macro shot capturing a high-speed time-lapse of a vibrant green, waterproof toy lizard on a polished granite kitchen countertop. It envisions the lizard starting plump and glistening with absorbed moisture, then undergoing rapid evaporation with a noticeable shrinkage, development of wrinkles, and a color shift toward a more intense green as it settles into a final, smaller, shrunken form.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The frames maintain good clarity and consistent lighting, with the lizard clearly visible against a believable granite backdrop. The sequence shows smooth progression and coherent rendering across frames. There are no major distortions or artifacts, though there may be occasional minor texture or edge softness that prevents a perfect 5. In sum, visual quality is strong but not flawless (roughly a 4).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video presents the core elements—static macro framing, a vibrant green toy lizard on a granite counter, and a visible shrinkage trend. However, several nuanced aspects of the prompt are not fully realized: the initial glistening/moisture emphasis is understated, the color intensification during drying is not strongly pronounced, and the final form does not fully embody a dense, wrinkled replica of the original. The overall alignment is acceptable but not comprehensive (roughly a 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the lizard sits stably on the surface, lighting remains consistent, and the shrinkage appears gradual and believable within a toy material context. No obvious physical contradictions are present, and the material response to evaporation reads as credible. Overall, physical/common-sense consistency is solid (roughly a 4).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 22358,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_15/index_7000_seed_22358_dp_31_rank_62_sample_3_slot_1.mp4",
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+ "video_score2_overall": 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 static, high-angle macro shot of a vibrant green, waterproof toy lizard on a polished granite kitchen countertop, with a high-speed time-lapse showing the lizard's gelatinous body shrinking as moisture is absorbed. The sequence should show a bright, even light, soft shadows, and a gradual transition from a plump, wet form to a smaller, more wrinkled version. In practice, the video does not convincingly realize these dynamics; the core transformation is not clearly demonstrated across the frames, and the overall depiction remains ambiguous rather than a faithful execution of the prompt.\n\nVisual Quality Analysis:\nThe frames show a green object on a textured surface with decent lighting and reasonable sharpness, but the subject identity is not clearly established as a toy lizard. The surface texture reads as stone-like, yet the material properties do not convincingly match a gelatinous, moisture-absorbent toy. The sequence lacks clear progression or dynamic changes, resulting in only moderate visual quality overall.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: a green object on a textured surface and some lighting cues are present, but the essential elements—clear identification as a toy lizard, visible high-speed time-lapse, and a noticeable shrinkage with moisture absorption—are not convincingly realized. The result is a moderate level of alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting and surface interaction, but the expected material behavior (gelatinous, moisture-absorbent toy) and the described deformation are not convincingly depicted. The lack of a clear, physically plausible transformation reduces overall coherence with common-sense expectations, yielding a low-to-moderate assessment.\n\nOverall, the evaluation indicates moderate Visual Quality, moderate Text-to-Video Alignment, and low Physical/Common-sense Consistency.\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": 2.03125,
+ "MQ": 2.859375,
+ "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 static, high-angle macro shot of a vibrant green, waterproof toy lizard on a polished granite kitchen countertop, with a high-speed time-lapse showing the lizard's gelatinous body shrinking as moisture is absorbed. The sequence should show a bright, even light, soft shadows, and a gradual transition from a plump, wet form to a smaller, more wrinkled version. In practice, the video does not convincingly realize these dynamics; the core transformation is not clearly demonstrated across the frames, and the overall depiction remains ambiguous rather than a faithful execution of the prompt.\n\nVisual Quality Analysis:\nThe frames show a green object on a textured surface with decent lighting and reasonable sharpness, but the subject identity is not clearly established as a toy lizard. The surface texture reads as stone-like, yet the material properties do not convincingly match a gelatinous, moisture-absorbent toy. The sequence lacks clear progression or dynamic changes, resulting in only moderate visual quality overall.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: a green object on a textured surface and some lighting cues are present, but the essential elements—clear identification as a toy lizard, visible high-speed time-lapse, and a noticeable shrinkage with moisture absorption—are not convincingly realized. The result is a moderate level of alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting and surface interaction, but the expected material behavior (gelatinous, moisture-absorbent toy) and the described deformation are not convincingly depicted. The lack of a clear, physically plausible transformation reduces overall coherence with common-sense expectations, yielding a low-to-moderate assessment.\n\nOverall, the evaluation indicates moderate Visual Quality, moderate Text-to-Video Alignment, and low Physical/Common-sense Consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_2/index_tensor([1181, 1181])_group_2_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_2/index_tensor([1181, 1181])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ccfc256c9a8bd843d609298144036bb35089a06
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_2/index_tensor([1181, 1181])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.",
+ "seed": 27979,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_2/index_1181_seed_27979_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": 3.75,
+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 3.8125,
+ "video_score2_overall": 11.125,
+ "avg": 11.15625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.",
+ "token_credit_reward": 11.125,
+ "selected_reward": 11.125,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up with shallow depth of field drifting along a bare branch, revealing gnarled, weathered bark with dark grays and earthy browns, dotted with tiny dormant buds that have teardrop-shaped knobs, smooth waxy surfaces, deep reddish-brown coloration, and a scene bathed in cool, diffuse light filtering through high treetops. The background should show painterly blur of distant tree trunks creating an atmosphere of tranquility and anticipation of life's awakening.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the branch details are discernible, with a believable depth-of-field separation between the foreground and background. Lighting remains consistent and natural, and there are no obvious distortions or artifacts. However, the overall polish is moderate rather than high-end, so the visual quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video largely matches the prompt: it presents an extreme close-up, shallow depth of field, and a drifting camera along a bare branch with visible bark texture and buds. The background blur and lighting are well represented. Some fine-grained details (e.g., exact color nuances of the buds, micro-texture of the bark, or the precise teardrop shape) may be simplified, but the core elements and mood are captured effectively. Overall alignment is strong, corresponding to a high-but-not-perfect score.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the branch structure, bark texture, and bud arrangement appear natural, and the lighting and perspective are coherent with real-world expectations. There are no evident inconsistencies in scale, shading, or material properties, supporting a high level of common-sense consistency.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 4\n\n\n\n(1) visual quality: 3\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": {
+ "VQ": 3.75,
+ "TA": 3.59375,
+ "MQ": 3.8125,
+ "Overall": 11.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up with shallow depth of field drifting along a bare branch, revealing gnarled, weathered bark with dark grays and earthy browns, dotted with tiny dormant buds that have teardrop-shaped knobs, smooth waxy surfaces, deep reddish-brown coloration, and a scene bathed in cool, diffuse light filtering through high treetops. The background should show painterly blur of distant tree trunks creating an atmosphere of tranquility and anticipation of life's awakening.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the branch details are discernible, with a believable depth-of-field separation between the foreground and background. Lighting remains consistent and natural, and there are no obvious distortions or artifacts. However, the overall polish is moderate rather than high-end, so the visual quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video largely matches the prompt: it presents an extreme close-up, shallow depth of field, and a drifting camera along a bare branch with visible bark texture and buds. The background blur and lighting are well represented. Some fine-grained details (e.g., exact color nuances of the buds, micro-texture of the bark, or the precise teardrop shape) may be simplified, but the core elements and mood are captured effectively. Overall alignment is strong, corresponding to a high-but-not-perfect score.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the branch structure, bark texture, and bud arrangement appear natural, and the lighting and perspective are coherent with real-world expectations. There are no evident inconsistencies in scale, shading, or material properties, supporting a high level of common-sense consistency.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 4\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.",
+ "seed": 27980,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_2/index_1181_seed_27980_dp_4_rank_8_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.65625,
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+ "video_score2_overall": 10.75,
+ "avg": 10.703125,
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+ "question": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.",
+ "token_credit_reward": 10.75,
+ "selected_reward": 10.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and clear bark texture, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The depth-of-field effect is present and appropriate, and the sequence remains stable without obvious artifacts. Lighting is generally consistent across frames, though not perfectly uniform throughout the clip. In sum, the video delivers acceptable visual fidelity without reaching high-end quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an extreme close-up, shallow depth of field, a drifting camera along a bare branch, and a woodland backdrop with visible bark texture and buds. The buds appear as described—dormant, teardrop-shaped, and tightly closed—with a reddish-brown hue and a glossy surface. The lighting conveys a cool, filtered illumination and contributes to the tranquil mood. A few minor deviations exist (e.g., occasional variation in the exact shape or spacing of buds, and very slight differences in background density), but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible botanical structure: the branch anatomy, bark patterns, and the arrangement of buds align with expected characteristics. The lighting and shadows support a natural woodland ambiance, and the depth cues feel coherent. There are no glaring inconsistencies, though some micro-details could be refined for even closer realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 3.65625,
+ "MQ": 3.78125,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and clear bark texture, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The depth-of-field effect is present and appropriate, and the sequence remains stable without obvious artifacts. Lighting is generally consistent across frames, though not perfectly uniform throughout the clip. In sum, the video delivers acceptable visual fidelity without reaching high-end quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an extreme close-up, shallow depth of field, a drifting camera along a bare branch, and a woodland backdrop with visible bark texture and buds. The buds appear as described—dormant, teardrop-shaped, and tightly closed—with a reddish-brown hue and a glossy surface. The lighting conveys a cool, filtered illumination and contributes to the tranquil mood. A few minor deviations exist (e.g., occasional variation in the exact shape or spacing of buds, and very slight differences in background density), but these do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible botanical structure: the branch anatomy, bark patterns, and the arrangement of buds align with expected characteristics. The lighting and shadows support a natural woodland ambiance, and the depth cues feel coherent. There are no glaring inconsistencies, though some micro-details could be refined for even closer realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.",
+ "seed": 27981,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_2/index_1181_seed_27981_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.59375,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.796875,
+ "video_score2_overall": 11.125,
+ "avg": 11.140625,
+ "reward_records": [
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+ "selected_reward": 11.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and clear bark texture, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The depth-of-field effect is present and generally convincing, though not flawless across all frames. The sequence remains smooth and stable, with no major artifacts or distortions, supporting a credible close-up presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: an extreme close-up, shallow depth of field, gentle lateral drift, a bare branch, and a woodland backdrop with diffuse lighting. The bark texture, lichen patches, and the presence of buds are well represented. Some fine-grained details—such as the exact teardrop shape and the precise color nuances of the buds—are not perfectly matched, but these do not significantly detract from the overall fidelity. The scene conveys the intended mood of tranquility and anticipation effectively.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). The branch structure, bark patterns, lichen distribution, and the arrangement of buds align with natural expectations. Lighting and shadows behave plausibly, and the camera motion remains coherent with the subject, producing a believable close-up without obvious physical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.59375,
+ "TA": 3.75,
+ "MQ": 3.796875,
+ "Overall": 11.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and clear bark texture, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The depth-of-field effect is present and generally convincing, though not flawless across all frames. The sequence remains smooth and stable, with no major artifacts or distortions, supporting a credible close-up presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: an extreme close-up, shallow depth of field, gentle lateral drift, a bare branch, and a woodland backdrop with diffuse lighting. The bark texture, lichen patches, and the presence of buds are well represented. Some fine-grained details—such as the exact teardrop shape and the precise color nuances of the buds—are not perfectly matched, but these do not significantly detract from the overall fidelity. The scene conveys the intended mood of tranquility and anticipation effectively.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). The branch structure, bark patterns, lichen distribution, and the arrangement of buds align with natural expectations. Lighting and shadows behave plausibly, and the camera motion remains coherent with the subject, producing a believable close-up without obvious physical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.",
+ "seed": 27982,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_2/index_1181_seed_27982_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.859375,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.796875,
+ "video_score2_overall": 11.1875,
+ "avg": 11.1875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, with a shallow depth of field, lazily drifts along a bare branch, with a quiet woodland backdrop. The camera's delicate movement reveals the intricate texture of the gnarled, weathered bark: a mosaic of dark grays and earthy browns, delicately patched with dark green lichen. Dotted along this branch are tiny dormant buds, each with a perfectly sealed teardrop-shaped knob, its surface smooth, waxy, deep reddish-brown, contrasting sharply with the branch's rough texture. Tightly closed and motionless, they powerfully resemble countless closed eyes, patiently waiting in silence. The scene is bathed in cool, diffuse light filtering through the high treetops, gently mimicking the branches' shapes and capturing the subtle luster of the buds. The painterly blur of the distant, silent tree trunks in the background creates an atmosphere of profound tranquility, contemplation, and a quiet, powerful anticipation of the coming awakening of life.",
+ "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 an extreme close-up with shallow depth of field drifting along a bare branch, revealing intricate bark texture, dark grays/browns with lichen patches, tiny dormant buds with teardrop shapes, smooth waxy surfaces, deep reddish-brown colors, tightly closed and motionless buds resembling eyes, and a scene bathed in cool diffuse light filtering through high treetops with painterly background blur.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent sharpness and clear bark texture, but there are occasional soft areas and mild blur that prevent a higher rating. The depth-of-field effect is present, with the background sufficiently blurred, though some frames exhibit slight inconsistencies in focus. The sequence remains stable with no major artifacts, and lighting is consistent across frames. In sum, the video achieves acceptable clarity and coherence without reaching high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an extreme close-up, shallow depth of field, drifting camera, bare branch, and visible bark texture with lichen patches. The buds are present and the scene conveys a cool, diffusely lit woodland mood. Some fine-grained details—such as the exact teardrop shape and the precise color gradations of the buds—are not perfectly matched, but these do not significantly detract from the overall correspondence. The result reflects a solid translation of the textual description into visuals.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The branch structure, bark texture, and lichen distribution appear plausible, and the lighting supports a natural woodland ambiance. However, minor deviations in scale or shading may occur between frames, preventing a perfect match to real-world expectations. Overall, the scene maintains believable realism without obvious contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.859375,
+ "TA": 3.53125,
+ "MQ": 3.796875,
+ "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 an extreme close-up with shallow depth of field drifting along a bare branch, revealing intricate bark texture, dark grays/browns with lichen patches, tiny dormant buds with teardrop shapes, smooth waxy surfaces, deep reddish-brown colors, tightly closed and motionless buds resembling eyes, and a scene bathed in cool diffuse light filtering through high treetops with painterly background blur.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent sharpness and clear bark texture, but there are occasional soft areas and mild blur that prevent a higher rating. The depth-of-field effect is present, with the background sufficiently blurred, though some frames exhibit slight inconsistencies in focus. The sequence remains stable with no major artifacts, and lighting is consistent across frames. In sum, the video achieves acceptable clarity and coherence without reaching high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an extreme close-up, shallow depth of field, drifting camera, bare branch, and visible bark texture with lichen patches. The buds are present and the scene conveys a cool, diffusely lit woodland mood. Some fine-grained details—such as the exact teardrop shape and the precise color gradations of the buds—are not perfectly matched, but these do not significantly detract from the overall correspondence. The result reflects a solid translation of the textual description into visuals.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The branch structure, bark texture, and lichen distribution appear plausible, and the lighting supports a natural woodland ambiance. However, minor deviations in scale or shading may occur between frames, preventing a perfect match to real-world expectations. Overall, the scene maintains believable realism without obvious contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_3/index_tensor([2661, 2661])_group_3_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_3/index_tensor([2661, 2661])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a270fcc58e1e02d161641b9f94e5888c34007693
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_3/index_tensor([2661, 2661])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 10650,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_3/index_2661_seed_10650_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 3.421875,
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+ "video_score2_overall": 10.125,
+ "avg": 10.125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "grand, slightly upward-looking, full-body tracking shot follows a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a grand, slightly upward-looking, full-body tracking shot following a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional soft areas and minor artifacts that prevent a higher rating. The dragon remains identifiable against the cloudy background, and color grading supports a warm, mythic mood, though some fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a majestic dragon, full-body tracking, soaring above clouds, golden scales, and a warm ambiance. Some nuanced aspects—such as exact scale count, cloud dynamics, and the precise interplay of light and shadow—are present but not exhaustively realized, leaving room for minor deviations while preserving the intended narrative and visual language.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and flight posture are generally plausible within a fantasy context, with coherent lighting and shading. A few subtle inconsistencies in motion or environmental interaction exist, preventing a perfect match to real-world physics, but they do not dominate the scene.\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": 3.421875,
+ "TA": 3.5,
+ "MQ": 3.203125,
+ "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 grand, slightly upward-looking, full-body tracking shot following a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional soft areas and minor artifacts that prevent a higher rating. The dragon remains identifiable against the cloudy background, and color grading supports a warm, mythic mood, though some fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a majestic dragon, full-body tracking, soaring above clouds, golden scales, and a warm ambiance. Some nuanced aspects—such as exact scale count, cloud dynamics, and the precise interplay of light and shadow—are present but not exhaustively realized, leaving room for minor deviations while preserving the intended narrative and visual language.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and flight posture are generally plausible within a fantasy context, with coherent lighting and shading. A few subtle inconsistencies in motion or environmental interaction exist, preventing a perfect match to real-world physics, but they do not dominate the scene.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a grand, slightly upward-looking full-body tracking shot following a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional softness and minor artifacts that prevent a higher rating. The dragon remains identifiable against the cloudy sky, and color grading supports a warm, mythic mood, yet some frames exhibit slight blur or compression effects that temper overall sharpness. The sequence appears stable without major distortions, but the mid-range quality prevents a top-tier assessment.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a majestic dragon, a full-body tracking shot, and a sky setting with clouds. The dragon’s golden scales and the warm lighting align with the description, and the scene conveys a mythic atmosphere. Some nuanced details—such as exact scale count, cloud dynamics, or subtle motion cues—are not fully verifiable from static frames, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and flight posture are plausible within a fantasy context, and lighting/shadows support depth. However, certain aspects—like precise scale texture, dynamic cloud interaction, or fine-grained motion cues—are not exhaustively demonstrated, leaving room for minor inconsistencies in a real-world sense.\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": 3.390625,
+ "TA": 3.5625,
+ "MQ": 3.203125,
+ "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 grand, slightly upward-looking full-body tracking shot following a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional softness and minor artifacts that prevent a higher rating. The dragon remains identifiable against the cloudy sky, and color grading supports a warm, mythic mood, yet some frames exhibit slight blur or compression effects that temper overall sharpness. The sequence appears stable without major distortions, but the mid-range quality prevents a top-tier assessment.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a majestic dragon, a full-body tracking shot, and a sky setting with clouds. The dragon’s golden scales and the warm lighting align with the description, and the scene conveys a mythic atmosphere. Some nuanced details—such as exact scale count, cloud dynamics, or subtle motion cues—are not fully verifiable from static frames, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and flight posture are plausible within a fantasy context, and lighting/shadows support depth. However, certain aspects—like precise scale texture, dynamic cloud interaction, or fine-grained motion cues—are not exhaustively demonstrated, leaving room for minor inconsistencies in a real-world sense.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "grand, slightly upward-looking, full-body tracking shot follows a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power.",
+ "seed": 10652,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_3/index_2661_seed_10652_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.390625,
+ "video_score2_ta": 3.734375,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 10.375,
+ "avg": 10.34375,
+ "reward_records": [
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+ "question": "grand, slightly upward-looking, full-body tracking shot follows a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a grand, slightly upward-looking full-body tracking shot following a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a cohesive color palette, but there are occasional softness and minor artifacts that prevent a higher-fidelity look. The dragon remains identifiable with reasonable texture, and lighting is generally consistent, though some frames exhibit slight bloom or noise that reduces overall sharpness. The sequence maintains a smooth progression, but the quality does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a majestic dragon, a full-body tracking shot, and a sky setting with clouds. The dragon’s golden scales and the warm lighting align with the description, and the camera movement tracks the creature effectively. Some nuanced details—such as exact scale count, cloud dynamics, or the precise motion of the mane and beard—are present but not exhaustively realized, leaving room for minor deviations while preserving the intended narrative and mood.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and flight posture are plausible within a fantasy context, and lighting/shadows support depth. However, certain aspects—like the dynamic interaction between the dragon’s motion and the surrounding clouds or the perceived weight/kinematics during rapid maneuvers—could be refined to improve believability. Overall, the scene remains coherent and visually engaging, 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": 3.390625,
+ "TA": 3.734375,
+ "MQ": 3.21875,
+ "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 grand, slightly upward-looking full-body tracking shot following a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a cohesive color palette, but there are occasional softness and minor artifacts that prevent a higher-fidelity look. The dragon remains identifiable with reasonable texture, and lighting is generally consistent, though some frames exhibit slight bloom or noise that reduces overall sharpness. The sequence maintains a smooth progression, but the quality does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a majestic dragon, a full-body tracking shot, and a sky setting with clouds. The dragon’s golden scales and the warm lighting align with the description, and the camera movement tracks the creature effectively. Some nuanced details—such as exact scale count, cloud dynamics, or the precise motion of the mane and beard—are present but not exhaustively realized, leaving room for minor deviations while preserving the intended narrative and mood.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dragon’s anatomy and flight posture are plausible within a fantasy context, and lighting/shadows support depth. However, certain aspects—like the dynamic interaction between the dragon’s motion and the surrounding clouds or the perceived weight/kinematics during rapid maneuvers—could be refined to improve believability. Overall, the scene remains coherent and visually engaging, 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"
+ ]
+ },
+ {
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+ "seed": 10653,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_3/index_2661_seed_10653_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 3.875,
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+ "video_score2_overall": 11.25,
+ "avg": 11.28125,
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+ "question": "grand, slightly upward-looking, full-body tracking shot follows a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power.",
+ "token_credit_reward": 11.25,
+ "selected_reward": 11.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a grand, slightly upward-looking, full-body tracking shot following a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear detail in the dragon's scales, body contours, and facial features. The lighting and color palette are cohesive, with warm golds and blues that support the mythic mood. There are no obvious artifacts or distortions, and the motion appears smooth across the sequence. However, there are minor inconsistencies in fine details (e.g., occasional slight scale texture variation and subtle shading differences) that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely captures the core elements described in the prompt: a majestic dragon, a full-body tracking shot, and a soaring pose above a cloud sea. The golden scales and the warm lighting contribute to the intended atmosphere. Some nuanced aspects—such as the exact dynamics of the sea of clouds and the precise interaction between light and scale—are present but not fully realized, resulting in a solid alignment rather than a perfect match. Overall, Text-to-Video Alignment is strong and consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent fantasy physics within a mythological context. The dragon's anatomy, flight posture, and environmental interactions feel plausible within the imagined world, and there are no glaring logical contradictions. Minor deviations in dynamic cloud movement or subtle scale reflections exist but do not undermine overall coherence. This supports a score of 4 for Physical/Common-sense Consistency.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.515625,
+ "TA": 3.875,
+ "MQ": 3.890625,
+ "Overall": 11.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a grand, slightly upward-looking, full-body tracking shot following a majestic oriental dragon as it soars through the air with grace and power, soaring above a boundless, surging sea of clouds. The dragon's slender, sinuous body is covered in tens of thousands of gleaming golden scales, its belly a creamy white. Golden evening sunlight filters through gaps in the clouds, creating dramatic beams of light that precisely outline the shimmering edges of each dragon's scales and cast a flowing shadow across its undulating body. Its majestic head, crowned by a pair of imposing antlers, gazes forward with eyes blazing amber. Its long, flowing golden mane and beard stretch backward at high speed. As its body rhythmically sways like waves, its four powerful claws loom in the air. Each graceful, powerful twist stirs the thick, cotton-like clouds below, stirring up ripples of mist. Against the backdrop of the deep blue sky, the entire picture presents a warm and majestic tone, full of mythical epic feeling and awe-inspiring tranquil power\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear detail in the dragon's scales, body contours, and facial features. The lighting and color palette are cohesive, with warm golds and blues that support the mythic mood. There are no obvious artifacts or distortions, and the motion appears smooth across the sequence. However, there are minor inconsistencies in fine details (e.g., occasional slight scale texture variation and subtle shading differences) that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely captures the core elements described in the prompt: a majestic dragon, a full-body tracking shot, and a soaring pose above a cloud sea. The golden scales and the warm lighting contribute to the intended atmosphere. Some nuanced aspects—such as the exact dynamics of the sea of clouds and the precise interaction between light and scale—are present but not fully realized, resulting in a solid alignment rather than a perfect match. Overall, Text-to-Video Alignment is strong and consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent fantasy physics within a mythological context. The dragon's anatomy, flight posture, and environmental interactions feel plausible within the imagined world, and there are no glaring logical contradictions. Minor deviations in dynamic cloud movement or subtle scale reflections exist but do not undermine overall coherence. This supports a score of 4 for Physical/Common-sense Consistency.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_4/index_tensor([8926, 8926])_group_4_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_4/index_tensor([8926, 8926])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2bf99123e2a34d5228ba2cf7a845d72ca34abcc
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_4/index_tensor([8926, 8926])_group_4_rewards.json
@@ -0,0 +1,10210 @@
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+ "seed": 23317,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_4/index_8926_seed_23317_dp_8_rank_16_sample_0_slot_0.mp4",
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+ "question": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone-shot sequence focusing on a thousand-year-old pine tree perched atop a mountain ridge, starting with a distant view and progressively descending through swirling morning mist to reveal intricate details of the twisted branches, bark texture, and atmospheric lighting. The intended progression emphasizes scale, texture, and a mystical mood as the camera moves toward the center of the tree.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the mist and fine textures. There are no major distortions or artifacts, and color grading remains consistent across shots, with a cohesive cool-to-warm tonal balance. The mist effect contributes atmosphere but reduces sharpness, keeping the overall clarity at a middle level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a drone-like perspective, a large ancient pine, a mountain-ridge setting, and a descent through morning mist that reveals the tree’s form and bark texture. The scene conveys the intended mood and progression, though a few atmospheric details and the exact timing of the descent are not perfectly matched, leaving minor gaps between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysical realism is solid (score 4). The tree’s structure, branch patterns, and bark characteristics align with expectations for a very old pine, and the mist interacts plausibly with lighting and perspective. While there may be subtle stylizations in the branch geometry, these do not undermine overall believability or coherence with common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 3.03125,
+ "MQ": 3.59375,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone-shot sequence focusing on a thousand-year-old pine tree perched atop a mountain ridge, starting with a distant view and progressively descending through swirling morning mist to reveal intricate details of the twisted branches, bark texture, and atmospheric lighting. The intended progression emphasizes scale, texture, and a mystical mood as the camera moves toward the center of the tree.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the mist and fine textures. There are no major distortions or artifacts, and color grading remains consistent across shots, with a cohesive cool-to-warm tonal balance. The mist effect contributes atmosphere but reduces sharpness, keeping the overall clarity at a middle level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a drone-like perspective, a large ancient pine, a mountain-ridge setting, and a descent through morning mist that reveals the tree’s form and bark texture. The scene conveys the intended mood and progression, though a few atmospheric details and the exact timing of the descent are not perfectly matched, leaving minor gaps between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysical realism is solid (score 4). The tree’s structure, branch patterns, and bark characteristics align with expectations for a very old pine, and the mist interacts plausibly with lighting and perspective. While there may be subtle stylizations in the branch geometry, these do not undermine overall believability or coherence with common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.",
+ "seed": 23318,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_4/index_8926_seed_23318_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.515625,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 9.25,
+ "avg": 9.25,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone-shot sequence focusing on a thousand-year-old pine tree perched atop a mountain ridge, shrouded in morning mist, with a detailed description of the tree's appearance, bark texture, branch structure, lighting, and atmospheric conditions. The intended camera movement is a slow descent toward the tree.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and mist regions. There are occasional compression artifacts and mild color desaturation, which reduce sharpness. The mist and atmospheric effects are present but not consistently rendered across frames, leading to uneven clarity. The sequence remains coherent, but fine details are not consistently resolved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a drone-like perspective, a large pine tree on elevated terrain, and morning mist with soft lighting. The tree’s thick bark, twisted branches, and the general composition align with the description. Some nuanced aspects—such as the exact moment of the camera entering the branches or the precise depiction of dewdrops—are not perfectly realized, but the major components and mood match well.\n\nPhysical Consistency Assessment:\nPhysical realism is moderate (score 3). The tree’s form and the interaction between branches and trunk appear plausible, and the mist behavior is generally believable. However, there are minor inconsistencies in scale cues and lighting interactions that prevent a higher level of realism. Overall, the scene maintains plausible physical relationships without obvious violations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.515625,
+ "TA": 3.25,
+ "MQ": 3.484375,
+ "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 drone-shot sequence focusing on a thousand-year-old pine tree perched atop a mountain ridge, shrouded in morning mist, with a detailed description of the tree's appearance, bark texture, branch structure, lighting, and atmospheric conditions. The intended camera movement is a slow descent toward the tree.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and mist regions. There are occasional compression artifacts and mild color desaturation, which reduce sharpness. The mist and atmospheric effects are present but not consistently rendered across frames, leading to uneven clarity. The sequence remains coherent, but fine details are not consistently resolved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a drone-like perspective, a large pine tree on elevated terrain, and morning mist with soft lighting. The tree’s thick bark, twisted branches, and the general composition align with the description. Some nuanced aspects—such as the exact moment of the camera entering the branches or the precise depiction of dewdrops—are not perfectly realized, but the major components and mood match well.\n\nPhysical Consistency Assessment:\nPhysical realism is moderate (score 3). The tree’s form and the interaction between branches and trunk appear plausible, and the mist behavior is generally believable. However, there are minor inconsistencies in scale cues and lighting interactions that prevent a higher level of realism. Overall, the scene maintains plausible physical relationships without obvious violations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.",
+ "seed": 23319,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_4/index_8926_seed_23319_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.0625,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 3.46875,
+ "video_score2_overall": 8.625,
+ "avg": 8.578125,
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+ "question": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.",
+ "token_credit_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone shot from directly above that descends slowly and steadily toward a thousand-year-old pine tree perched atop a mountain ridge, with a misty morning atmosphere and richly detailed imagery of the tree's twisted branches, bark texture, and the interplay of light and shadow. The sequence aims to convey a sense of primordial vitality and atmospheric depth.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during the descent. The mist and atmospheric effects contribute to mood but reduce fine detail, and there are occasional compression artifacts. Color grading remains consistent across shots, preserving a cohesive palette, though overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a drone-like aerial perspective, a slow descent, and a focus on a large pine tree atop a ridge, with visible mist and morning lighting. Core elements—tree identity, terrain context, and atmospheric conditions—are well captured. Some finer details from the prompt (e.g., extremely thick bark, highly textured surface, or explicit dewdrops) are not fully realized due to image quality, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible scale, lighting direction, and interaction between mist and light, supporting a coherent environment. However, certain organic textures and micro-details are underrepresented, which slightly reduces realism while preserving overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.0625,
+ "TA": 3.046875,
+ "MQ": 3.46875,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone shot from directly above that descends slowly and steadily toward a thousand-year-old pine tree perched atop a mountain ridge, with a misty morning atmosphere and richly detailed imagery of the tree's twisted branches, bark texture, and the interplay of light and shadow. The sequence aims to convey a sense of primordial vitality and atmospheric depth.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during the descent. The mist and atmospheric effects contribute to mood but reduce fine detail, and there are occasional compression artifacts. Color grading remains consistent across shots, preserving a cohesive palette, though overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a drone-like aerial perspective, a slow descent, and a focus on a large pine tree atop a ridge, with visible mist and morning lighting. Core elements—tree identity, terrain context, and atmospheric conditions—are well captured. Some finer details from the prompt (e.g., extremely thick bark, highly textured surface, or explicit dewdrops) are not fully realized due to image quality, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible scale, lighting direction, and interaction between mist and light, supporting a coherent environment. However, certain organic textures and micro-details are underrepresented, which slightly reduces realism while preserving overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "drone shot, shot from directly above, descends slowly and steadily, its trajectory precisely focused on a thousand-year-old pine tree perched atop a mountain ridge. Initially, it appears as a dome of dark green, shrouded in swirling morning mist. As the camera approaches through the mist, the pine's immensely thick branches begin to reveal astonishing detail: rather than growing straight, they extend in all directions, twisting, entwining, and intertwining with a powerful force. Its dark brown, cracked bark, rough as dragon scales, resembles the arms of giants engaged in a fierce struggle, imbued with dynamic tension. Soft, slanting morning sunlight penetrates the mist, casting dappled shadows among the dark green pine needles. Dewdrops condensed on the leaves shimmer in the light. The camera descends further, almost burying itself in the center of the intertwined branches. Below, a thick carpet of reddish-brown pine needles lies. The entire scene is bathed in a cold yet warm hue, creating a sense of solemnity and tranquility imbued with primordial vitality.",
+ "seed": 23320,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_4/index_8926_seed_23320_dp_9_rank_18_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.203125,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 8.75,
+ "avg": 8.765625,
+ "reward_records": [
+ {
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a drone shot from directly above that descends slowly and steadily toward a thousand-year-old pine tree perched atop a mountain ridge. It envisions a dome-like canopy shrouded in morning mist, with the camera moving through the mist to reveal twisting, multi-directional branches, thick dark bark, and a scene bathed in soft morning light with dewdrops on needles. The final framing should emphasize the central mass of intertwined branches while maintaining a sense of primordial vitality.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and fine branch details. There are occasional compression artifacts and mild color desaturation, which reduce sharpness. The mist/fog effect is present but not consistently rendered across frames, and lighting remains generally stable though not particularly vivid. The sequence remains coherent, but the overall image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a drone-like overhead perspective, a slow descent toward a large pine, a misty environment, and a focus on the central mass of intertwined branches. The bark texture and the general composition align with the description, and the scene conveys a sense of ancient primacy. Some nuanced details—such as precise needle textures and the exact motion dynamics—are not perfectly matched, but the core narrative and spatial relationships are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible scale, lighting, and interaction between mist and light, contributing to a believable atmosphere. However, there are minor inconsistencies in how the branches twist and intertwine and in the distribution of needles, which slightly detract from full realism. Overall, the depiction remains credible and coherent, with no major violations of physical plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.203125,
+ "TA": 3.078125,
+ "MQ": 3.484375,
+ "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 drone shot from directly above that descends slowly and steadily toward a thousand-year-old pine tree perched atop a mountain ridge. It envisions a dome-like canopy shrouded in morning mist, with the camera moving through the mist to reveal twisting, multi-directional branches, thick dark bark, and a scene bathed in soft morning light with dewdrops on needles. The final framing should emphasize the central mass of intertwined branches while maintaining a sense of primordial vitality.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and fine branch details. There are occasional compression artifacts and mild color desaturation, which reduce sharpness. The mist/fog effect is present but not consistently rendered across frames, and lighting remains generally stable though not particularly vivid. The sequence remains coherent, but the overall image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a drone-like overhead perspective, a slow descent toward a large pine, a misty environment, and a focus on the central mass of intertwined branches. The bark texture and the general composition align with the description, and the scene conveys a sense of ancient primacy. Some nuanced details—such as precise needle textures and the exact motion dynamics—are not perfectly matched, but the core narrative and spatial relationships are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible scale, lighting, and interaction between mist and light, contributing to a believable atmosphere. However, there are minor inconsistencies in how the branches twist and intertwine and in the distribution of needles, which slightly detract from full realism. Overall, the depiction remains credible and coherent, with no major violations of physical plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_5/index_tensor([2694, 2694])_group_5_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_5/index_tensor([2694, 2694])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..df9f3143d97bbb5e4400037e1e0f8736761d4080
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_5/index_tensor([2694, 2694])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.",
+ "seed": 21386,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_5/index_2694_seed_21386_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.140625,
+ "video_score2_ta": 1.59375,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 7.8125,
+ "avg": 7.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, low-angle, static shot capturing a shallow, irregularly shaped puddle of clear water on a rough, grainy surface of a dark asphalt road. In bright daylight, the asphalt appears scorching hot, with a dazzling silver shimmer on the water and a sharp contrast between the deep gray road and the water. As the water begins to evaporate, the puddle edges recede, subtle vapor rises, and the air above shimmers, creating a heat haze that distorts the road texture. The puddle breaks into smaller beads that hiss before disappearing, leaving a faint, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive heat.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate and lighting remains consistent, with warm, sunlit tones and a believable water surface. The water reflections and ripple patterns read plausibly, and the overall color grading supports a hot, sunny mood. However, there is limited fine texture in the road and some distant details are soft, which reduces perceived sharpness. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several prompt elements (extreme close-up, low-angle view, static framing, visible water, bright daylight, and a damp road texture). However, key dynamic aspects described in the prompt are not realized: there is no evident acceleration of evaporation, no visible vapor rising, and no progressive shrinkage or disappearance of the puddle. The result is a partial alignment where the scene matches the setting but misses the core transformative actions, yielding a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical expectations: water sits on a road surface under direct sunlight, with plausible reflections and surface behavior. The absence of the described dynamic sequence does not introduce obvious physical contradictions; it simply reflects a mismatch between the textual description and the observed motion. Overall, physical consistency is acceptable but not strongly demonstrated by the footage.\n\nOverall assessment:\nThe video presents a plausible, sunlit road scene with coherent visuals, but it does not fully realize the dramatic transformation described in the prompt. The alignment is moderate across all three dimensions, indicating room for improvement in capturing the intended dynamics while maintaining realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.140625,
+ "TA": 1.59375,
+ "MQ": 3.0625,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot capturing a shallow, irregularly shaped puddle of clear water on a rough, grainy surface of a dark asphalt road. In bright daylight, the asphalt appears scorching hot, with a dazzling silver shimmer on the water and a sharp contrast between the deep gray road and the water. As the water begins to evaporate, the puddle edges recede, subtle vapor rises, and the air above shimmers, creating a heat haze that distorts the road texture. The puddle breaks into smaller beads that hiss before disappearing, leaving a faint, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive heat.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate and lighting remains consistent, with warm, sunlit tones and a believable water surface. The water reflections and ripple patterns read plausibly, and the overall color grading supports a hot, sunny mood. However, there is limited fine texture in the road and some distant details are soft, which reduces perceived sharpness. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several prompt elements (extreme close-up, low-angle view, static framing, visible water, bright daylight, and a damp road texture). However, key dynamic aspects described in the prompt are not realized: there is no evident acceleration of evaporation, no visible vapor rising, and no progressive shrinkage or disappearance of the puddle. The result is a partial alignment where the scene matches the setting but misses the core transformative actions, yielding a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical expectations: water sits on a road surface under direct sunlight, with plausible reflections and surface behavior. The absence of the described dynamic sequence does not introduce obvious physical contradictions; it simply reflects a mismatch between the textual description and the observed motion. Overall, physical consistency is acceptable but not strongly demonstrated by the footage.\n\nOverall assessment:\nThe video presents a plausible, sunlit road scene with coherent visuals, but it does not fully realize the dramatic transformation described in the prompt. The alignment is moderate across all three dimensions, indicating room for improvement in capturing the intended dynamics while maintaining realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.",
+ "seed": 21387,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_5/index_2694_seed_21387_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.375,
+ "video_score2_ta": 1.7578125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 7.25,
+ "avg": 7.2421875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.",
+ "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. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot capturing a shallow, irregularly shaped puddle of clear water on a rough, grainy surface of a dark asphalt road. In bright midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle vapor rises from the surface, and the air above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a shallow puddle on a dark road under strong lighting. The resolution is moderate; there is some blur and softness, but no severe artifacts. The scene remains coherent across frames, with consistent lighting and color balance. Overall, the visual quality is average (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — close-up perspective, low-angle view, a shallow irregular puddle, bright sun, and visible water reflections. However, key dynamic aspects described in the prompt are not demonstrated in the frames: there is no evident rapid evaporation, no visible vapor rising, and no progressive shrinkage or complete disappearance of the puddle. The alignment is partial rather than full, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical properties: water on a dark road under bright sun, with realistic reflections and surface interactions. The lack of the described dynamic behavior does not introduce obvious physical contradictions; it simply means the depicted process is not shown. Overall, physical consistency is acceptable (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.375,
+ "TA": 1.7578125,
+ "MQ": 3.109375,
+ "Overall": 7.25
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot capturing a shallow, irregularly shaped puddle of clear water on a rough, grainy surface of a dark asphalt road. In bright midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle vapor rises from the surface, and the air above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a shallow puddle on a dark road under strong lighting. The resolution is moderate; there is some blur and softness, but no severe artifacts. The scene remains coherent across frames, with consistent lighting and color balance. Overall, the visual quality is average (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — close-up perspective, low-angle view, a shallow irregular puddle, bright sun, and visible water reflections. However, key dynamic aspects described in the prompt are not demonstrated in the frames: there is no evident rapid evaporation, no visible vapor rising, and no progressive shrinkage or complete disappearance of the puddle. The alignment is partial rather than full, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical properties: water on a dark road under bright sun, with realistic reflections and surface interactions. The lack of the described dynamic behavior does not introduce obvious physical contradictions; it simply means the depicted process is not shown. Overall, physical consistency is acceptable (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.",
+ "seed": 21388,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_5/index_2694_seed_21388_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.09375,
+ "video_score2_ta": 2.0625,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.25,
+ "avg": 8.234375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot capturing a shallow, irregularly shaped puddle of clear water on a rough, grainy surface of a dark asphalt road. In bright midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle vapor rises from the surface, and the air above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate and lighting remains consistent, with a plausible depth-of-field that keeps the puddle in focus while the background is softly blurred. The water surface shows reflections and ripples, and the asphalt texture reads realistically. However, there is limited fine detail and some minor softness or compression artifacts reduce sharpness. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt (extreme close-up, low-angle view, static framing, visible puddle, bright sun, and a reflective water surface). However, key dynamic aspects described in the prompt are not demonstrated in the frames: there is no evident acceleration of evaporation, no visible vapor rising, and no progressive shrinkage into beads or final disappearance. The result is a partial alignment where the scene matches the setting and lighting but misses the core transformative actions, yielding a moderate level of fidelity overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: sunlight interacting with a wet surface, realistic reflections, and a believable texture of the road. The absence of the described dynamic sequence does not introduce obvious physical contradictions; it simply reflects a mismatch between the textual description and what is shown. Overall, physical consistency is acceptable but not strongly emphasized by the visuals.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.09375,
+ "TA": 2.0625,
+ "MQ": 3.078125,
+ "Overall": 8.25
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot capturing a shallow, irregularly shaped puddle of clear water on a rough, grainy surface of a dark asphalt road. In bright midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle vapor rises from the surface, and the air above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate and lighting remains consistent, with a plausible depth-of-field that keeps the puddle in focus while the background is softly blurred. The water surface shows reflections and ripples, and the asphalt texture reads realistically. However, there is limited fine detail and some minor softness or compression artifacts reduce sharpness. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt (extreme close-up, low-angle view, static framing, visible puddle, bright sun, and a reflective water surface). However, key dynamic aspects described in the prompt are not demonstrated in the frames: there is no evident acceleration of evaporation, no visible vapor rising, and no progressive shrinkage into beads or final disappearance. The result is a partial alignment where the scene matches the setting and lighting but misses the core transformative actions, yielding a moderate level of fidelity overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: sunlight interacting with a wet surface, realistic reflections, and a believable texture of the road. The absence of the described dynamic sequence does not introduce obvious physical contradictions; it simply reflects a mismatch between the textual description and what is shown. Overall, physical consistency is acceptable but not strongly emphasized by the visuals.\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": 21389,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_5/index_2694_seed_21389_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.84375,
+ "video_score2_ta": 1.96875,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 7.9375,
+ "avg": 7.953125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle, static shot captures a shallow, irregularly shaped puddle of clear water on the rough, grainy surface of a dark asphalt road. In the intense, direct midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting sharply with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle, almost invisible vapor rises from the surface, and the air directly above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat.",
+ "token_credit_reward": 7.9375,
+ "selected_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 extreme close-up, low-angle, static shot capturing a shallow, irregularly shaped puddle of clear water on a rough, grainy surface of a dark asphalt road. In bright midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle vapor rises from the surface, and the air above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a moderate level of quality. The scene is recognizable as a close-up of a puddle on a road, but there is noticeable softness and some blur that reduce fine detail. The lighting is bright and creates a strong contrast between the water and the road, which aligns with the prompt's intent, though the overall sharpness remains limited. The sequence appears relatively stable with no obvious camera shake, and the composition stays consistent across frames. Overall, the visual quality is acceptable but not high-fidelity due to the softness and lack of crisp detail.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — an extreme close-up, low-angle view, a shallow irregular puddle, and bright midday lighting with a visible water reflection. However, key dynamic aspects described in the prompt are not clearly realized in the footage. The expected rapid evaporation, edge recession, and the formation of smaller beads are not convincingly depicted; the sequence remains largely static rather than showing the progressive transformation. The alignment is therefore moderate: the essential setup is present, but the dramatic temporal progression is underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the puddle sits on a textured road surface, reflections behave consistently with the light source, and the general interaction between water and environment reads as believable. There are no glaring physical contradictions, and the depiction adheres to everyday expectations for such a shot. Some minor deviations in the exact dynamics (e.g., the timing or extent of edge movement) do not undermine overall coherence, yielding a solid but not exceptional level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.84375,
+ "TA": 1.96875,
+ "MQ": 3.140625,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot capturing a shallow, irregularly shaped puddle of clear water on a rough, grainy surface of a dark asphalt road. In bright midday sun, the asphalt appears scorching hot, and the harsh light creates a dazzling silver shimmer on the water's surface, contrasting with the deep gray of the road. As the water begins to evaporate at an accelerated rate, the puddle's edges recede noticeably. Subtle vapor rises from the surface, and the air above it shimmers intensely, creating a noticeable heat haze that distorts the texture of the asphalt behind it. The puddle steadily and deliberately shrinks, breaking into smaller, isolated beads of moisture that hiss for a moment before disappearing entirely, leaving behind a faint, dark, damp patch that quickly dries and fades, rejoining the sun-bleached road texture, conveying a powerful, almost tangible, oppressive, silent heat\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a moderate level of quality. The scene is recognizable as a close-up of a puddle on a road, but there is noticeable softness and some blur that reduce fine detail. The lighting is bright and creates a strong contrast between the water and the road, which aligns with the prompt's intent, though the overall sharpness remains limited. The sequence appears relatively stable with no obvious camera shake, and the composition stays consistent across frames. Overall, the visual quality is acceptable but not high-fidelity due to the softness and lack of crisp detail.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — an extreme close-up, low-angle view, a shallow irregular puddle, and bright midday lighting with a visible water reflection. However, key dynamic aspects described in the prompt are not clearly realized in the footage. The expected rapid evaporation, edge recession, and the formation of smaller beads are not convincingly depicted; the sequence remains largely static rather than showing the progressive transformation. The alignment is therefore moderate: the essential setup is present, but the dramatic temporal progression is underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the puddle sits on a textured road surface, reflections behave consistently with the light source, and the general interaction between water and environment reads as believable. There are no glaring physical contradictions, and the depiction adheres to everyday expectations for such a shot. Some minor deviations in the exact dynamics (e.g., the timing or extent of edge movement) do not undermine overall coherence, yielding a solid but not exceptional level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_6/index_tensor([6661, 6661])_group_6_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_6/index_tensor([6661, 6661])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcc7eefe8a36c7290279321401207a7ab26bbac6
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_6/index_tensor([6661, 6661])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.",
+ "seed": 27841,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_6/index_6661_seed_27841_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": 3.5625,
+ "video_score2_ta": 2.0,
+ "video_score2_mq": 3.4375,
+ "video_score2_overall": 9.0,
+ "avg": 9.0,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.",
+ "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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a static shot from an upward angle focusing on a lone, ancient pine tree tenaciously rooted to the edge of a sheer cliff. The entire scene is rendered in high-contrast black and white, with a weathered, twisted trunk, rough bark, and a dramatic sky. The description emphasizes a dynamic struggle under wind, culminating in a tense, poetic atmosphere.\n\nVisual Quality Assessment:\nThe frames show decent clarity and stable framing, with consistent lighting and minimal artifacts. However, the sequence reads as relatively static, with limited motion or progression across frames, which reduces the perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — upward angle, lone tree, cliff setting, and high-contrast rendering — but key aspects are not realized. The tree does not clearly appear ancient, and there is no evident wind-driven sway or dynamic interaction with an invisible force. The stark black-and-white palette is present, yet the emotional intensity and narrative drive described in the prompt are only partially conveyed. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, with the tree positioned on a rocky ledge and coherent lighting. There are minor inconsistencies in bark texture and branch structure that slightly detract from realism, but they do not break overall coherence. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.5625,
+ "TA": 2.0,
+ "MQ": 3.4375,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static shot from an upward angle focusing on a lone, ancient pine tree tenaciously rooted to the edge of a sheer cliff. The entire scene is rendered in high-contrast black and white, with a weathered, twisted trunk, rough bark, and a dramatic sky. The description emphasizes a dynamic struggle under wind, culminating in a tense, poetic atmosphere.\n\nVisual Quality Assessment:\nThe frames show decent clarity and stable framing, with consistent lighting and minimal artifacts. However, the sequence reads as relatively static, with limited motion or progression across frames, which reduces the perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — upward angle, lone tree, cliff setting, and high-contrast rendering — but key aspects are not realized. The tree does not clearly appear ancient, and there is no evident wind-driven sway or dynamic interaction with an invisible force. The stark black-and-white palette is present, yet the emotional intensity and narrative drive described in the prompt are only partially conveyed. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, with the tree positioned on a rocky ledge and coherent lighting. There are minor inconsistencies in bark texture and branch structure that slightly detract from realism, but they do not break overall coherence. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.",
+ "seed": 27842,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_6/index_6661_seed_27842_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.65625,
+ "video_score2_ta": 1.9453125,
+ "video_score2_mq": 3.4375,
+ "video_score2_overall": 9.0,
+ "avg": 9.0390625,
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+ "question": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.",
+ "token_credit_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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a static shot from an upward angle focusing on a lone, ancient pine tree tenaciously rooted to the edge of a sheer cliff. The entire scene is rendered in high-contrast black and white, with a weathered, twisted trunk, rough bark, and a dramatic sky. The imagery emphasizes a stark, wind-driven struggle and an atmosphere of tension, loneliness, and poignancy.\n\nVisual Quality Assessment:\nThe frames show decent clarity and stable framing, but the overall look is not strikingly cinematic. The resolution is adequate, yet there is a mild softness and limited tonal range that reduce perceived sharpness. The sequence remains steady with minimal motion, which is appropriate for a static composition, but it does not exhibit strong visual polish or dynamic contrast. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a lone tree, an upward angle, and a cliff setting — and conveys a sense of struggle. However, key aspects are not realized: the rendering is color rather than the requested monochrome, and the bark texture lacks the described knife-like cracks. The sky’s dramatic quality and the intensity of the wind-driven action are only partially conveyed. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting, and wind interaction with the tree and cliff. There are no obvious physical inconsistencies; the composition reads as coherent and believable. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.65625,
+ "TA": 1.9453125,
+ "MQ": 3.4375,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static shot from an upward angle focusing on a lone, ancient pine tree tenaciously rooted to the edge of a sheer cliff. The entire scene is rendered in high-contrast black and white, with a weathered, twisted trunk, rough bark, and a dramatic sky. The imagery emphasizes a stark, wind-driven struggle and an atmosphere of tension, loneliness, and poignancy.\n\nVisual Quality Assessment:\nThe frames show decent clarity and stable framing, but the overall look is not strikingly cinematic. The resolution is adequate, yet there is a mild softness and limited tonal range that reduce perceived sharpness. The sequence remains steady with minimal motion, which is appropriate for a static composition, but it does not exhibit strong visual polish or dynamic contrast. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a lone tree, an upward angle, and a cliff setting — and conveys a sense of struggle. However, key aspects are not realized: the rendering is color rather than the requested monochrome, and the bark texture lacks the described knife-like cracks. The sky’s dramatic quality and the intensity of the wind-driven action are only partially conveyed. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting, and wind interaction with the tree and cliff. There are no obvious physical inconsistencies; the composition reads as coherent and believable. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 27843,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_6/index_6661_seed_27843_dp_13_rank_26_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.546875,
+ "video_score2_ta": 1.3046875,
+ "video_score2_mq": 2.265625,
+ "video_score2_overall": 7.125,
+ "avg": 7.1171875,
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+ "question": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.",
+ "token_credit_reward": 7.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static shot from an upward angle focusing on a lone, ancient pine tree tenaciously rooted to the edge of a sheer cliff. The entire scene is rendered in high-contrast black and white, with a weathered, twisted trunk, rough bark, and a dramatic sky. The description emphasizes a dynamic struggle under harsh conditions, culminating in a vivid, poetic portrayal of life against nature.\n\nVisual Quality Assessment:\nThe frames show decent clarity and stable framing, with consistent lighting and minimal artifacts. However, the sequence appears largely static across frames, offering little motion or progression. While there is no obvious distortion, the overall visual expressiveness is moderate rather than cinematic. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the video. The upward angle and cliff setting are present, but the rendering is color rather than the requested monochrome, and the tree’s weathering emphasis is not strongly conveyed. The dynamic elements described in the prompt (fierce wind, swaying, and a sense of struggle) are not realized in the footage, which remains largely static. Overall Text-to-Video Alignment score: 2/5.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible spatial relationships, with the tree positioned on a rocky surface and lighting that remains coherent. There are no obvious physical contradictions, though the lack of motion reduces the perceived realism of a wind-driven scenario. Overall Physical Consistency score: 3/5.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 2\nPhysical Consistency: 3\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 2\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 1.3046875,
+ "MQ": 2.265625,
+ "Overall": 7.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static shot from an upward angle focusing on a lone, ancient pine tree tenaciously rooted to the edge of a sheer cliff. The entire scene is rendered in high-contrast black and white, with a weathered, twisted trunk, rough bark, and a dramatic sky. The description emphasizes a dynamic struggle under harsh conditions, culminating in a vivid, poetic portrayal of life against nature.\n\nVisual Quality Assessment:\nThe frames show decent clarity and stable framing, with consistent lighting and minimal artifacts. However, the sequence appears largely static across frames, offering little motion or progression. While there is no obvious distortion, the overall visual expressiveness is moderate rather than cinematic. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the video. The upward angle and cliff setting are present, but the rendering is color rather than the requested monochrome, and the tree’s weathering emphasis is not strongly conveyed. The dynamic elements described in the prompt (fierce wind, swaying, and a sense of struggle) are not realized in the footage, which remains largely static. Overall Text-to-Video Alignment score: 2/5.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible spatial relationships, with the tree positioned on a rocky surface and lighting that remains coherent. There are no obvious physical contradictions, though the lack of motion reduces the perceived realism of a wind-driven scenario. Overall Physical Consistency score: 3/5.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 2\nPhysical Consistency: 3\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 2\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ },
+ {
+ "prompt": "static shot, shot from an upward angle, focuses squarely on a lone, ancient pine tree, tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in profound, high-contrast black and white. The tree, weathered and ravaged, its twisted trunk resembles weathered tendons. Its rough bark is riddled with deep, knife-like cracks. The stark contrast between light and dark reveals the pale wood grain where it has peeled away. Its frost-worn branches stretch in a painful gesture toward a sky swirling with dark clouds. Sparse pine needles cling to the wind, while its thick roots cling to the exposed rock like desperate claws. Under the fierce force of the invisible wind, the tree sways and bends violently in a silent and agonizing struggle. Each violent sway seems a stubborn struggle against a vast, irresistible force, creating an atmosphere imbued with dramatic tension, loneliness, and poignant poignancy, like a dynamic ink painting depicting the eternal struggle between life and nature.",
+ "seed": 27844,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_6/index_6661_seed_27844_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.390625,
+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 9.125,
+ "avg": 9.125,
+ "reward_records": [
+ {
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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 shot from an upward angle focusing on a lone, ancient pine tree tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in high-contrast black and white, with a weathered, twisted trunk, rough bark, and a scene of dramatic tension as the tree struggles against an overwhelming force.\n\nVisual Quality Assessment:\nThe frames show decent clarity and stable framing with consistent lighting and minimal artifacts. The resolution is adequate but not exceptional, and the color rendering is not monochrome as specified in the prompt (the scene appears desaturated rather than pure black and white). Overall, the visual quality is moderate.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements such as a lone tree, an upward angle, and a rocky cliff setting. However, key aspects of the prompt are not realized: there is no true black-and-white rendering, and the scene does not convey the intended dramatic tension or the sense of an invisible force driving the tree. The alignment is partial, resulting in a moderate score.\n\nPhysical Consistency Assessment:\nThe tree’s placement on the cliff and its general interaction with the environment appear physically plausible. The wind-driven movement is present but not strongly emphasized, and some stylized exaggeration is evident. Overall, physical consistency remains acceptable but not highly convincing.\n\nScoring Rationale:\nVisual quality is moderate due to adequate clarity and stability with non-prompt color choices. Text-to-video alignment shows partial fulfillment of the prompt, lacking the monochrome aesthetic and the dramatic struggle. Physical consistency is acceptable with minor stylization.\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": 3.390625,
+ "TA": 2.484375,
+ "MQ": 3.25,
+ "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 static shot from an upward angle focusing on a lone, ancient pine tree tenaciously rooted to the edge of a sheer cliff. The entire image is rendered in high-contrast black and white, with a weathered, twisted trunk, rough bark, and a scene of dramatic tension as the tree struggles against an overwhelming force.\n\nVisual Quality Assessment:\nThe frames show decent clarity and stable framing with consistent lighting and minimal artifacts. The resolution is adequate but not exceptional, and the color rendering is not monochrome as specified in the prompt (the scene appears desaturated rather than pure black and white). Overall, the visual quality is moderate.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements such as a lone tree, an upward angle, and a rocky cliff setting. However, key aspects of the prompt are not realized: there is no true black-and-white rendering, and the scene does not convey the intended dramatic tension or the sense of an invisible force driving the tree. The alignment is partial, resulting in a moderate score.\n\nPhysical Consistency Assessment:\nThe tree’s placement on the cliff and its general interaction with the environment appear physically plausible. The wind-driven movement is present but not strongly emphasized, and some stylized exaggeration is evident. Overall, physical consistency remains acceptable but not highly convincing.\n\nScoring Rationale:\nVisual quality is moderate due to adequate clarity and stability with non-prompt color choices. Text-to-video alignment shows partial fulfillment of the prompt, lacking the monochrome aesthetic and the dramatic struggle. Physical consistency is acceptable with minor stylization.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_7/index_tensor([4574, 4574])_group_7_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_7/index_tensor([4574, 4574])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..86353dbdb178bcda73cc3e185c66e9162aca0b74
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_7/index_tensor([4574, 4574])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.",
+ "seed": 20402,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_7/index_4574_seed_20402_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 3.734375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.125,
+ "avg": 10.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from a slightly upward angle, featuring a young man seated cross-legged above a sea of clouds. He has jet-black hair styled in two symmetrical classical buns, a youthful yet serene expression, and a long, vibrant red silk ribbon ending in a gentle sway. He holds a simple bamboo fishing rod with smooth joints, a vertical line from the tip, and a golden sunrise lighting a warm, ethereal atmosphere. The scene aims for an otherworldly, mythic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. The warm golden lighting is consistent across shots, and color grading supports the atmospheric palette. There is mild motion blur in some sequences, but no major distortions or abrupt changes; transitions are generally smooth. The result is acceptable but not exceptional, with room for improvement in sharpness and artifact control.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man seated cross-legged above a sea of clouds, with a slightly upward camera angle, and a long bamboo rod with a vertical line. The red silk ribbon is present and moves with the wind. The facial expression reads as contemplative. Some details are less clearly realized—the precise two-bun hairstyle and the exact nuance of the fishing setup—but these do not significantly detract from the overall correspondence. The scene conveys the intended mythic, otherworldly mood and maintains coherence with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figure’s posture and interaction with the environment feel plausible, and the fishing action reads as believable within the fantastical context. However, there are minor inconsistencies in how the ribbon interacts with the wind and in the perceived weight and balance of the rod, which prevent a higher level of realism. Overall, the scene remains coherent and credible within its fantasy framework.\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": 3.21875,
+ "TA": 3.734375,
+ "MQ": 3.15625,
+ "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 medium-long shot from a slightly upward angle, featuring a young man seated cross-legged above a sea of clouds. He has jet-black hair styled in two symmetrical classical buns, a youthful yet serene expression, and a long, vibrant red silk ribbon ending in a gentle sway. He holds a simple bamboo fishing rod with smooth joints, a vertical line from the tip, and a golden sunrise lighting a warm, ethereal atmosphere. The scene aims for an otherworldly, mythic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. The warm golden lighting is consistent across shots, and color grading supports the atmospheric palette. There is mild motion blur in some sequences, but no major distortions or abrupt changes; transitions are generally smooth. The result is acceptable but not exceptional, with room for improvement in sharpness and artifact control.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man seated cross-legged above a sea of clouds, with a slightly upward camera angle, and a long bamboo rod with a vertical line. The red silk ribbon is present and moves with the wind. The facial expression reads as contemplative. Some details are less clearly realized—the precise two-bun hairstyle and the exact nuance of the fishing setup—but these do not significantly detract from the overall correspondence. The scene conveys the intended mythic, otherworldly mood and maintains coherence with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figure’s posture and interaction with the environment feel plausible, and the fishing action reads as believable within the fantastical context. However, there are minor inconsistencies in how the ribbon interacts with the wind and in the perceived weight and balance of the rod, which prevent a higher level of realism. Overall, the scene remains coherent and credible within its fantasy framework.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.",
+ "seed": 20403,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_7/index_4574_seed_20403_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 10.4375,
+ "avg": 10.4375,
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+ "question": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a young man sitting cross-legged above a rolling sea of clouds, wearing a light-colored Chinese short shirt, holding a bamboo fishing rod with a red silk ribbon, and a tranquil, otherworldly mood bathed in golden light. The video largely captures these elements, though some details are simplified or stylized.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are occasional minor artifacts and slight softness in fine textures. The character remains clearly visible and the composition stays stable across the sequence, with no major distortions. The rendering is coherent and aesthetically pleasing, yet it does not reach high-end realism or ultra-fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements are present: a young man seated cross-legged above flowing clouds, wearing a light-colored shirt, holding a bamboo rod with a red ribbon, and a tranquil expression. The scene conveys the intended mood and setting. Some nuanced aspects—such as the exact cloud dynamics and the subtler interplay between the line and the clouds—are simplified, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the character’s pose and object interactions feeling coherent. However, certain aspects—like the interaction between the fishing line and the cloud environment and the fantastical context—introduce mild departures from strict real-world physics, which is acceptable within a fantasy/otherworldly frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 4.0,
+ "MQ": 3.078125,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a young man sitting cross-legged above a rolling sea of clouds, wearing a light-colored Chinese short shirt, holding a bamboo fishing rod with a red silk ribbon, and a tranquil, otherworldly mood bathed in golden light. The video largely captures these elements, though some details are simplified or stylized.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are occasional minor artifacts and slight softness in fine textures. The character remains clearly visible and the composition stays stable across the sequence, with no major distortions. The rendering is coherent and aesthetically pleasing, yet it does not reach high-end realism or ultra-fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements are present: a young man seated cross-legged above flowing clouds, wearing a light-colored shirt, holding a bamboo rod with a red ribbon, and a tranquil expression. The scene conveys the intended mood and setting. Some nuanced aspects—such as the exact cloud dynamics and the subtler interplay between the line and the clouds—are simplified, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the character’s pose and object interactions feeling coherent. However, certain aspects—like the interaction between the fishing line and the cloud environment and the fantastical context—introduce mild departures from strict real-world physics, which is acceptable within a fantasy/otherworldly frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.",
+ "seed": 20404,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_7/index_4574_seed_20404_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.609375,
+ "video_score2_ta": 4.0625,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.875,
+ "avg": 10.875,
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+ "question_id": "videoscore2_overall",
+ "question": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.",
+ "token_credit_reward": 10.875,
+ "selected_reward": 10.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from a slightly upward angle, featuring a young man seated cross-legged above a rolling sea of clouds. He has jet-black hair styled in two symmetrical classical buns, a youthful yet serene expression, and a long, vibrant red silk ribbon ending in a gentle sway. He holds a simple bamboo fishing rod with a vertical line descending into the thick clouds, under warm golden sunlight that creates a halo and a rich gold-to-orange gradient in the sky. The scene aims for an epic, otherworldly mood with strong mythic undertones.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and stable, with no major distortions, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man seated cross-legged above flowing clouds, wearing traditional attire, holding a bamboo rod with a vertical line, and a prominent red silk ribbon. The upward angle and the warm golden lighting are present, contributing to the intended atmosphere. Some nuanced aspects—such as the exact nuance of the facial expression and the precise dynamics of the ribbon—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the character positioned naturally against the cloud backdrop. However, there are minor inconsistencies in how the ribbon moves and interacts with the wind and in subtle lighting transitions, which prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.609375,
+ "TA": 4.0625,
+ "MQ": 3.203125,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from a slightly upward angle, featuring a young man seated cross-legged above a rolling sea of clouds. He has jet-black hair styled in two symmetrical classical buns, a youthful yet serene expression, and a long, vibrant red silk ribbon ending in a gentle sway. He holds a simple bamboo fishing rod with a vertical line descending into the thick clouds, under warm golden sunlight that creates a halo and a rich gold-to-orange gradient in the sky. The scene aims for an epic, otherworldly mood with strong mythic undertones.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and stable, with no major distortions, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man seated cross-legged above flowing clouds, wearing traditional attire, holding a bamboo rod with a vertical line, and a prominent red silk ribbon. The upward angle and the warm golden lighting are present, contributing to the intended atmosphere. Some nuanced aspects—such as the exact nuance of the facial expression and the precise dynamics of the ribbon—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the character positioned naturally against the cloud backdrop. However, there are minor inconsistencies in how the ribbon moves and interacts with the wind and in subtle lighting transitions, which prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 20405,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_7/index_4574_seed_20405_dp_15_rank_30_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 4.28125,
+ "video_score2_mq": 3.828125,
+ "video_score2_overall": 11.4375,
+ "avg": 11.421875,
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+ "question": "medium-long shot, shot from a slightly upward angle, slowly and steadily moves forward, focusing on a young man sitting cross-legged above a rolling sea of clouds. His jet-black hair is neatly combed into two symmetrical, classical buns on either side of his head, and his youthful face is filled with a concentration and tranquility that belies his age. A long, lightweight, vibrant red silk ribbon, its end gently swaying on the cloud currents, contrasts sharply with the simple, light-colored Chinese short shirt he wears. Steady in his hands, he holds a simple bamboo fishing rod, its smooth joints gleaming in the light. A thin, almost invisible line dangles vertically from the tip of the rod into the thick, cotton-wool clouds below, as if fishing for secrets deep within the sea of clouds. The golden sunlight of the early morning penetrates the gaps in the clouds, casting a warm and soft halo around him, and dyeing the slowly rolling and stretching boundless sea of clouds below him into a magnificent gradient of gold and orange. The whole picture is filled with the mystery of oriental mythology and an otherworldly tranquil atmosphere, presenting an epic visual spectacle.",
+ "token_credit_reward": 11.4375,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 1,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 medium-long shot from a slightly upward angle, moving forward, featuring a young man sitting cross-legged above a rolling sea of clouds. He has jet-black hair in two symmetrical classical buns, a youthful face showing concentration and tranquility, and a long, lightweight vibrant red silk ribbon ending in the cloud currents. He holds a simple bamboo fishing rod with a smooth-jointed line descending into the thick clouds, bathed in golden early-morning light that creates a warm halo and a gold-to-orange gradient across the cloud sea. The scene aims for an epic visual spectacle with an otherworldly tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is decent and details are generally clear, with consistent lighting and a cohesive color palette dominated by golds and oranges. There are no major artifacts or distortions, and the composition remains stable across frames. However, there are occasional minor imperfections (e.g., slight texture softness or subtle noise in some frames) that prevent a perfect top-tier score. The result is good and professional, but not at the absolute peak of visual fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns very closely with the prompt. All key elements are present: the medium-long framing, the slightly upward angle, the forward progression, the young man seated cross-legged above a dynamic cloud sea, the distinctive hair styling, the serene facial expression, the long red silk ribbon, the bamboo fishing rod, the smooth joints, the vertical line, and the golden illumination. The alignment is essentially perfect, with no meaningful deviations detected.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains internal coherence within its fantastical setup. The character’s posture and interaction with the environment feel plausible, and the cloud dynamics support the dreamlike yet believable context. While the overall composition is coherent, there may be minor inconsistencies in motion cues or lighting interactions that prevent a flawless sense of realism. Overall, the physical consistency is strong and credible, though not absolutely flawless.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 5,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 4.28125,
+ "MQ": 3.828125,
+ "Overall": 11.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from a slightly upward angle, moving forward, featuring a young man sitting cross-legged above a rolling sea of clouds. He has jet-black hair in two symmetrical classical buns, a youthful face showing concentration and tranquility, and a long, lightweight vibrant red silk ribbon ending in the cloud currents. He holds a simple bamboo fishing rod with a smooth-jointed line descending into the thick clouds, bathed in golden early-morning light that creates a warm halo and a gold-to-orange gradient across the cloud sea. The scene aims for an epic visual spectacle with an otherworldly tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is decent and details are generally clear, with consistent lighting and a cohesive color palette dominated by golds and oranges. There are no major artifacts or distortions, and the composition remains stable across frames. However, there are occasional minor imperfections (e.g., slight texture softness or subtle noise in some frames) that prevent a perfect top-tier score. The result is good and professional, but not at the absolute peak of visual fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns very closely with the prompt. All key elements are present: the medium-long framing, the slightly upward angle, the forward progression, the young man seated cross-legged above a dynamic cloud sea, the distinctive hair styling, the serene facial expression, the long red silk ribbon, the bamboo fishing rod, the smooth joints, the vertical line, and the golden illumination. The alignment is essentially perfect, with no meaningful deviations detected.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains internal coherence within its fantastical setup. The character’s posture and interaction with the environment feel plausible, and the cloud dynamics support the dreamlike yet believable context. While the overall composition is coherent, there may be minor inconsistencies in motion cues or lighting interactions that prevent a flawless sense of realism. Overall, the physical consistency is strong and credible, though not absolutely flawless.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_8/index_tensor([951, 951])_group_8_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_8/index_tensor([951, 951])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..df580ed95b708ff5cb234d53922ad353fe8777ae
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_8/index_tensor([951, 951])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.",
+ "seed": 21462,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_8/index_951_seed_21462_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": 3.265625,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 10.0,
+ "avg": 9.96875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
+ "frame_importance": [
+ 0.31811317801475525,
+ 0.27052509784698486,
+ 0.41136178374290466
+ ],
+ "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 close-up slow-motion shot from an upward angle featuring a perfectly wavy potato chip moving slowly and steadily through the air like a glider. The chip is golden yellow with edges slightly caramelized from toasting, and the surface should show tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by warm afternoon light, with shallow depth of field blurring the white marble countertop, stainless steel faucet, and a pot of green basil behind it. The scene should have an amber glow around the edges as the chip glides, creating a tranquil, slightly surreal atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the chip, but there are noticeable issues that prevent a higher rating. The motion appears somewhat choppy rather than perfectly smooth, and occasional minor artifacts or slight blur reduce perceived sharpness. Lighting remains warm and consistent, and the depth-of-field effect is present, though not flawless. In sum, the video presents acceptable visual quality with room for improvement in motion fluidity and artifact control.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, upward angle, a golden-yellow wavy chip, visible bubbles and salt-like specks, a bright kitchen background with warm lighting, shallow depth of field, and a moving shadow beneath the chip. The scene conveys a gentle glide and a subtle amber edge glow, contributing to a tranquil, slightly surreal mood. A few minor deviations exist (e.g., occasional variation in the exact shape of the chip or the intensity of the glow), but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The chip’s airborne motion and interaction with light are plausible, and the kitchen environment feels coherent. However, there are small inconsistencies in the dynamics of lift, shadow behavior, and edge shading that prevent a higher level of realism. Overall, the scene maintains believable physics and common-sense cues without major contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 3.703125,
+ "MQ": 3.0,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up slow-motion shot from an upward angle featuring a perfectly wavy potato chip moving slowly and steadily through the air like a glider. The chip is golden yellow with edges slightly caramelized from toasting, and the surface should show tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by warm afternoon light, with shallow depth of field blurring the white marble countertop, stainless steel faucet, and a pot of green basil behind it. The scene should have an amber glow around the edges as the chip glides, creating a tranquil, slightly surreal atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the chip, but there are noticeable issues that prevent a higher rating. The motion appears somewhat choppy rather than perfectly smooth, and occasional minor artifacts or slight blur reduce perceived sharpness. Lighting remains warm and consistent, and the depth-of-field effect is present, though not flawless. In sum, the video presents acceptable visual quality with room for improvement in motion fluidity and artifact control.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, upward angle, a golden-yellow wavy chip, visible bubbles and salt-like specks, a bright kitchen background with warm lighting, shallow depth of field, and a moving shadow beneath the chip. The scene conveys a gentle glide and a subtle amber edge glow, contributing to a tranquil, slightly surreal mood. A few minor deviations exist (e.g., occasional variation in the exact shape of the chip or the intensity of the glow), but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The chip’s airborne motion and interaction with light are plausible, and the kitchen environment feels coherent. However, there are small inconsistencies in the dynamics of lift, shadow behavior, and edge shading that prevent a higher level of realism. Overall, the scene maintains believable physics and common-sense cues without major contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.",
+ "seed": 21463,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_8/index_951_seed_21463_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 3.5625,
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+ "video_score2_overall": 10.125,
+ "avg": 10.09375,
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+ "question_id": "videoscore2_overall",
+ "question": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up slow-motion shot from an upward angle featuring a perfectly wavy potato chip moving slowly and steadily through the air like a glider. The chip is golden yellow with edges slightly caramelized from toasting, and the surface should show tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by warm afternoon light, with shallow depth of field blurring the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight should penetrate the crispy body of the potato chip, giving it an alluring amber glow around its edges. The scene should convey a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies that prevent a higher rating. The lighting remains warm and generally consistent, and the depth-of-field effect is present, though not perfectly uniform across all frames. The motion appears smooth enough to convey a gentle glide, but some frames show subtle blur or compression artifacts that temper the overall impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, slow-motion shot from an upward angle with a golden-yellow, wavy potato chip moving through the air. The kitchen setting, shallow depth of field, and warm lighting align well with the description. The edges appear slightly caramelized, and the chip’s motion is steady and graceful. Minor deviations exist in the precise texture details (e.g., the exact presence of tiny bubbles or shimmering salt crystals) and in the exact timing of the shadow movement, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The chip’s trajectory and the general interaction with the air feel plausible, and the lighting supports a believable sense of depth. However, there are small inconsistencies in edge shading and shadow behavior that prevent a higher level of 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": 3.46875,
+ "TA": 3.5625,
+ "MQ": 3.0625,
+ "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 close-up slow-motion shot from an upward angle featuring a perfectly wavy potato chip moving slowly and steadily through the air like a glider. The chip is golden yellow with edges slightly caramelized from toasting, and the surface should show tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by warm afternoon light, with shallow depth of field blurring the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight should penetrate the crispy body of the potato chip, giving it an alluring amber glow around its edges. The scene should convey a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies that prevent a higher rating. The lighting remains warm and generally consistent, and the depth-of-field effect is present, though not perfectly uniform across all frames. The motion appears smooth enough to convey a gentle glide, but some frames show subtle blur or compression artifacts that temper the overall impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, slow-motion shot from an upward angle with a golden-yellow, wavy potato chip moving through the air. The kitchen setting, shallow depth of field, and warm lighting align well with the description. The edges appear slightly caramelized, and the chip’s motion is steady and graceful. Minor deviations exist in the precise texture details (e.g., the exact presence of tiny bubbles or shimmering salt crystals) and in the exact timing of the shadow movement, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The chip’s trajectory and the general interaction with the air feel plausible, and the lighting supports a believable sense of depth. However, there are small inconsistencies in edge shading and shadow behavior that prevent a higher level of 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"
+ ]
+ },
+ {
+ "prompt": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.",
+ "seed": 21464,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_8/index_951_seed_21464_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": 3.40625,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.8125,
+ "avg": 9.8125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up slow-motion shot from an upward angle featuring a perfectly wavy potato chip moving slowly and steadily through the air like a glider. The chip is golden yellow with edges slightly caramelized from toasting, and the surface should show tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by warm afternoon light, with shallow depth of field blurring the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight should cast an amber glow around the edges as the chip glides with near gravity-defying grace, leaving a moving, blurred shadow on neatly arranged kitchenware below. The scene aims for a tranquil, slightly surreal atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and consistent lighting, but there are occasional minor artifacts and slight color/contrast fluctuations that prevent a higher rating. The depth-of-field effect is present and generally convincing, though not flawless across every frame. The motion appears smooth enough for a slow-motion impression, but some frames show minor inconsistencies in edge definition or texture detail. In sum, the video presents a competent but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up, upward-angle framing; a golden-yellow, wavy potato chip; visible bubbles and salt-like specks; a bright kitchen background with a blurred white marble countertop and stainless steel faucet; warm amber lighting; and a gentle glide with a moving shadow. The scene conveys a dreamlike, slightly surreal mood. A few minor deviations exist (e.g., the exact timing of the glide or the precise visibility of the basil pot), but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The chip’s airborne motion reads as plausible within a stylized context, and the lighting/shadows support the perception of depth. However, there are small inconsistencies in gravity cues and edge behavior during rotation that prevent a higher score. Overall, the dynamics feel believable but 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": {
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+ "TA": 3.359375,
+ "MQ": 3.046875,
+ "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 close-up slow-motion shot from an upward angle featuring a perfectly wavy potato chip moving slowly and steadily through the air like a glider. The chip is golden yellow with edges slightly caramelized from toasting, and the surface should show tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by warm afternoon light, with shallow depth of field blurring the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight should cast an amber glow around the edges as the chip glides with near gravity-defying grace, leaving a moving, blurred shadow on neatly arranged kitchenware below. The scene aims for a tranquil, slightly surreal atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent sharpness and consistent lighting, but there are occasional minor artifacts and slight color/contrast fluctuations that prevent a higher rating. The depth-of-field effect is present and generally convincing, though not flawless across every frame. The motion appears smooth enough for a slow-motion impression, but some frames show minor inconsistencies in edge definition or texture detail. In sum, the video presents a competent but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up, upward-angle framing; a golden-yellow, wavy potato chip; visible bubbles and salt-like specks; a bright kitchen background with a blurred white marble countertop and stainless steel faucet; warm amber lighting; and a gentle glide with a moving shadow. The scene conveys a dreamlike, slightly surreal mood. A few minor deviations exist (e.g., the exact timing of the glide or the precise visibility of the basil pot), but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The chip’s airborne motion reads as plausible within a stylized context, and the lighting/shadows support the perception of depth. However, there are small inconsistencies in gravity cues and edge behavior during rotation that prevent a higher score. Overall, the dynamics feel believable but 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": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.",
+ "seed": 21465,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_8/index_951_seed_21465_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "close-up slow-motion shot, shot from an upward angle, captures a perfectly wavy potato chip, moving slowly and steadily through the air like a glider. The chip is an alluring golden yellow, its edges slightly caramelized from toasting, its undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by the afternoon sun. The shallow depth of field blurs and softens the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.",
+ "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 close-up slow-motion shot from an upward angle featuring a perfectly wavy potato chip moving slowly and steadily through the air like a glider. The chip is golden yellow with edges slightly caramelized from toasting, and an undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by warm afternoon light, with shallow depth of field blurring the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chip, but there are noticeable issues that prevent a higher rating. The motion appears somewhat choppy rather than perfectly smooth, and occasional minor artifacts or slight blur reduce perceived sharpness. Lighting remains warm and consistent, and the depth-of-field effect is present, though not flawless. In sum, the video communicates the intended aesthetic, but technical imperfections keep the quality at a mid level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a close-up, upward-angle framing; a golden-yellow, wavy potato chip; a kitchen setting with warm lighting; shallow depth of field; and the amber-glow effect. The chip’s movement is generally slow and steady, and the scene conveys a dreamlike, slightly surreal mood. A few minor deviations exist (e.g., occasional frame-to-frame inconsistencies in the chip’s position or subtle timing differences), but they do not substantially detract from the overall fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The chip’s airborne behavior reads as plausible within a stylized context, and the lighting/shadows support the scene’s coherence. However, there are small inconsistencies in motion dynamics and edge rendering that prevent a higher score. Overall, the sequence maintains believable physics while embracing a touch of artistic interpretation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.140625,
+ "TA": 3.703125,
+ "MQ": 2.984375,
+ "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 close-up slow-motion shot from an upward angle featuring a perfectly wavy potato chip moving slowly and steadily through the air like a glider. The chip is golden yellow with edges slightly caramelized from toasting, and an undulating surface dotted with tiny bubbles and shimmering salt crystals. The background is a bright kitchen illuminated by warm afternoon light, with shallow depth of field blurring the white marble countertop, stainless steel faucet, and a pot of green basil behind it. Warm sunlight penetrates the crispy body of the potato chip, giving it an alluring amber glow around its edges. As it slides across the frame with an almost gravity-defying grace, it casts a moving, blurred shadow on the neatly arranged kitchenware below. The scene is enveloped in a tranquil, slightly surreal atmosphere, transforming an ordinary moment into a poetic visual spectacle.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the chip, but there are noticeable issues that prevent a higher rating. The motion appears somewhat choppy rather than perfectly smooth, and occasional minor artifacts or slight blur reduce perceived sharpness. Lighting remains warm and consistent, and the depth-of-field effect is present, though not flawless. In sum, the video communicates the intended aesthetic, but technical imperfections keep the quality at a mid level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a close-up, upward-angle framing; a golden-yellow, wavy potato chip; a kitchen setting with warm lighting; shallow depth of field; and the amber-glow effect. The chip’s movement is generally slow and steady, and the scene conveys a dreamlike, slightly surreal mood. A few minor deviations exist (e.g., occasional frame-to-frame inconsistencies in the chip’s position or subtle timing differences), but they do not substantially detract from the overall fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The chip’s airborne behavior reads as plausible within a stylized context, and the lighting/shadows support the scene’s coherence. However, there are small inconsistencies in motion dynamics and edge rendering that prevent a higher score. Overall, the sequence maintains believable physics while embracing a touch of artistic interpretation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_9/index_tensor([9965, 9965])_group_9_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_9/index_tensor([9965, 9965])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e6edfb1dce108623a232588f1532a7534c2cf92
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_9/index_tensor([9965, 9965])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.",
+ "seed": 2023,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_9/index_9965_seed_2023_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": 3.734375,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.375,
+ "avg": 10.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle shot of a small, adult Asian female water polo player treading water in an outdoor pool at dusk, with a focus on her face and dynamic water movement. The description emphasizes a broad, joyful smile, damp black hair, visible water droplets, and a contrast between warm underwater lighting and cool ambient twilight, culminating in a moment of tranquil athletic bliss.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, but there are noticeable issues that prevent a higher rating. Water rendering exhibits some artificiality and lacks fully convincing fluid dynamics; reflections and light interactions are not consistently realistic across frames. While the subject remains identifiable and the scene maintains coherence, the water effects and lighting do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: an extreme close-up, low-angle framing, a young Asian woman, treading in an outdoor pool at dusk, with a prominent focus on the face and a broad smile. Hair texture appears damp, and the lighting conveys a dusk ambiance. Some nuanced details—such as precise hair positioning and the exact intensity of the smile—are present but not perfectly matched. The overall mood and composition align well with the prompt, with only minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the subject’s posture and water interaction feel believable, and the lighting supports a coherent environment. However, there are subtle inconsistencies in water behavior and reflections that prevent a higher score. Overall, the scene remains credible and coherent, though not flawless in physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.734375,
+ "TA": 3.453125,
+ "MQ": 3.203125,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle shot of a small, adult Asian female water polo player treading water in an outdoor pool at dusk, with a focus on her face and dynamic water movement. The description emphasizes a broad, joyful smile, damp black hair, visible water droplets, and a contrast between warm underwater lighting and cool ambient twilight, culminating in a moment of tranquil athletic bliss.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, but there are noticeable issues that prevent a higher rating. Water rendering exhibits some artificiality and lacks fully convincing fluid dynamics; reflections and light interactions are not consistently realistic across frames. While the subject remains identifiable and the scene maintains coherence, the water effects and lighting do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: an extreme close-up, low-angle framing, a young Asian woman, treading in an outdoor pool at dusk, with a prominent focus on the face and a broad smile. Hair texture appears damp, and the lighting conveys a dusk ambiance. Some nuanced details—such as precise hair positioning and the exact intensity of the smile—are present but not perfectly matched. The overall mood and composition align well with the prompt, with only minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the subject’s posture and water interaction feel believable, and the lighting supports a coherent environment. However, there are subtle inconsistencies in water behavior and reflections that prevent a higher score. Overall, the scene remains credible and coherent, though not flawless in physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.",
+ "seed": 2024,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_9/index_9965_seed_2024_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.34375,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.09375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.",
+ "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 an extreme close-up, low-angle shot of a small, adult Asian female water polo player treading water in an outdoor pool at dusk, with a focus on her face and dynamic water movement. The description emphasizes a broad, joyful smile, damp black hair, visible water droplets, and a contrast between warm underwater lighting and cool ambient twilight, culminating in a moment of tranquil athletic bliss.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are noticeable issues that prevent a higher rating. Water rendering exhibits some artificiality and lacks fully convincing fluid dynamics; reflections and light interactions are present but not consistently realistic. The dusk ambiance is conveyed, yet color grading and lighting do not always harmonize with the scene, and minor artifacts appear in certain frames. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video largely follows the described setup: an extreme close-up, low-angle framing, a smiling subject with damp hair, and visible water droplets. The dusk setting and the general mood align well with the prompt. However, some nuanced details—such as precise motion dynamics and exact timing of the water effects—are not perfectly matched, leaving room for minor deviations. Overall, the alignment remains high and coherent with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the subject’s position in the water, facial expressions, and lighting are believable. Yet there are subtle inconsistencies in water behavior and reflections that prevent a higher score. No major logical contradictions are evident, but the overall realism is not flawless.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.34375,
+ "TA": 3.546875,
+ "MQ": 3.203125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle shot of a small, adult Asian female water polo player treading water in an outdoor pool at dusk, with a focus on her face and dynamic water movement. The description emphasizes a broad, joyful smile, damp black hair, visible water droplets, and a contrast between warm underwater lighting and cool ambient twilight, culminating in a moment of tranquil athletic bliss.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are noticeable issues that prevent a higher rating. Water rendering exhibits some artificiality and lacks fully convincing fluid dynamics; reflections and light interactions are present but not consistently realistic. The dusk ambiance is conveyed, yet color grading and lighting do not always harmonize with the scene, and minor artifacts appear in certain frames. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video largely follows the described setup: an extreme close-up, low-angle framing, a smiling subject with damp hair, and visible water droplets. The dusk setting and the general mood align well with the prompt. However, some nuanced details—such as precise motion dynamics and exact timing of the water effects—are not perfectly matched, leaving room for minor deviations. Overall, the alignment remains high and coherent with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the subject’s position in the water, facial expressions, and lighting are believable. Yet there are subtle inconsistencies in water behavior and reflections that prevent a higher score. No major logical contradictions are evident, but the overall realism is not flawless.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.",
+ "seed": 2025,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_9/index_9965_seed_2025_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": 3.546875,
+ "video_score2_ta": 3.203125,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 10.0,
+ "avg": 9.984375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle shot of a small, adult Asian female water polo player treading water in an outdoor pool at dusk, with a focus on her face and dynamic water movement. The description emphasizes a broad, joyful smile, damp black hair, visible water droplets, and a contrast between warm underwater lighting and cool ambient twilight, culminating in a moment of tranquil athletic bliss.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are noticeable limitations: occasional softness in fine details, minor compression artifacts, and some color grading inconsistencies across shots. Water effects exist but are not consistently sharp or voluminous, and the lighting balance between subject illumination and background can feel uneven. The sequence remains coherent and readable, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a close-up framing, low-angle perspective, a young Asian woman with damp black hair, smiling broadly, and an outdoor pool setting with dusk ambience. The shot composition and subject focus align well with the description. Some nuanced aspects—such as precise motion dynamics and the exact intensity of the water spray—are present but not perfectly matched, leaving room for minor deviations while preserving the core alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: water interaction around the head, lighting, and body proportions are believable. However, there are subtle inconsistencies in water spray volume, reflections, and timing of movements that prevent a higher level of realism. Overall, the scene remains coherent and credible, without major violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 3.203125,
+ "MQ": 3.234375,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle shot of a small, adult Asian female water polo player treading water in an outdoor pool at dusk, with a focus on her face and dynamic water movement. The description emphasizes a broad, joyful smile, damp black hair, visible water droplets, and a contrast between warm underwater lighting and cool ambient twilight, culminating in a moment of tranquil athletic bliss.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are noticeable limitations: occasional softness in fine details, minor compression artifacts, and some color grading inconsistencies across shots. Water effects exist but are not consistently sharp or voluminous, and the lighting balance between subject illumination and background can feel uneven. The sequence remains coherent and readable, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a close-up framing, low-angle perspective, a young Asian woman with damp black hair, smiling broadly, and an outdoor pool setting with dusk ambience. The shot composition and subject focus align well with the description. Some nuanced aspects—such as precise motion dynamics and the exact intensity of the water spray—are present but not perfectly matched, leaving room for minor deviations while preserving the core alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: water interaction around the head, lighting, and body proportions are believable. However, there are subtle inconsistencies in water spray volume, reflections, and timing of movements that prevent a higher level of realism. Overall, the scene remains coherent and credible, without major violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.",
+ "seed": 2026,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000187/group_9/index_9965_seed_2026_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle shot captures a petite, adult Asian female water polo player, energetically treading water in an outdoor swimming pool at dusk, the camera tilted slightly to follow her brisk pace. Her face, the focal point of the scene, is adorned with sleek, damp black hair, a few strands falling at her temples. Glittering water droplets on her skin and eyelashes catch the light, illuminating her with a broad, joyful smile and making her dark eyes sparkle. The soft, warm glow of the underwater pool lights illuminates her from below, creating a striking contrast with the cool ambient twilight. She is in constant, powerful motion, her efforts creating a crystalline halo of water spray that arcs and dances around her head. The water's surface is a dynamic, rippling deep blue plane, reflecting the purple and indigo hues of the night sky. The overall atmosphere is one of tranquil, athletic bliss, capturing a moment of pure happiness and power amidst the splashing water and magical light.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 2,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle shot of a small, adult Asian female water polo player treading water in an outdoor pool at dusk, with a focus on her face and dynamic water movement. The description emphasizes energetic motion, water droplets, and a broad joyful expression under warm pool lighting against a cool twilight ambiance. In practice, the video presents a calm, relatively static moment rather than the described vigorous activity, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, but there are noticeable limitations: occasional softness, minor compression artifacts, and some color grading inconsistencies across shots. Lighting is generally warm and consistent, yet not as refined as described, and the water rendering reads as plausible but not exceptionally convincing. The sequence remains stable with no major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes several prompt elements such as a close-up framing, dusk ambience, and visible water droplets, and the subject appears Asian. However, key aspects of the prompt—energetic water polo action, sustained motion, and a pronounced dynamic interaction between the swimmer and the water—are not realized. The result is a partial match where mood and setting align but the central activity and intensity are missing.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, lighting, and water behavior, with no obvious physics violations. Yet the lack of expected motion and interaction reduces the perceived realism of the intended athletic moment, leaving the depiction technically sound but not fully aligned with the described dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 3.15625,
+ "MQ": 3.046875,
+ "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 an extreme close-up, low-angle shot of a small, adult Asian female water polo player treading water in an outdoor pool at dusk, with a focus on her face and dynamic water movement. The description emphasizes energetic motion, water droplets, and a broad joyful expression under warm pool lighting against a cool twilight ambiance. In practice, the video presents a calm, relatively static moment rather than the described vigorous activity, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, but there are noticeable limitations: occasional softness, minor compression artifacts, and some color grading inconsistencies across shots. Lighting is generally warm and consistent, yet not as refined as described, and the water rendering reads as plausible but not exceptionally convincing. The sequence remains stable with no major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes several prompt elements such as a close-up framing, dusk ambience, and visible water droplets, and the subject appears Asian. However, key aspects of the prompt—energetic water polo action, sustained motion, and a pronounced dynamic interaction between the swimmer and the water—are not realized. The result is a partial match where mood and setting align but the central activity and intensity are missing.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, lighting, and water behavior, with no obvious physics violations. Yet the lack of expected motion and interaction reduces the perceived realism of the intended athletic moment, leaving the depiction technically sound but not fully aligned with the described dynamics.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-1.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-1.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..78853dddf1d1d298a6ecb8a2456fbabc8b58a89c
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-1.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:901bf62192c90466b67dcb1e20aebc4807f2ffbdfb502e32854bf3092366ac09
+size 394012
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start making a phone call.-2.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start making a phone call.-2.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..ec935e36fb7983b069a20812e9832f96fe3c95fd
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start making a phone call.-2.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e70661c7eaec50a0df42791ac0dbb3d7c7d35865a9ca3b55ae871ed7208f02d4
+size 398575
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-0.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-0.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..27fc12b997b4a9dc79bca9d003c18651486cc1bb
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-0.mp4
@@ -0,0 +1,3 @@
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-0.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-0.mp4
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Birdhouse, the camera circles around.-1.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Birdhouse, the camera circles around.-1.mp4
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Bookshelf, the camera circles around.-0.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Bookshelf, the camera circles around.-0.mp4
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Burj Khalifa, the camera circles around.-0.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Burj Khalifa, the camera circles around.-0.mp4
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Coffee Grinder, the camera circles around.-1.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Coffee Grinder, the camera circles around.-1.mp4
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Jade Sword, the camera circles around.-1.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Jade Sword, the camera circles around.-1.mp4
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Motorbike, the camera circles around.-1.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Motorbike, the camera circles around.-1.mp4
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Mount Fuji, the camera circles around.-0.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Multi-View_Consistency/The camera orbits around. Mount Fuji, the camera circles around.-0.mp4
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