diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_0/index_tensor([9339, 9339])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_0/index_tensor([9339, 9339])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f162209c45fa24d97df66d46891121b1900dc0fc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_0/index_tensor([9339, 9339])_group_0_rewards.json
@@ -0,0 +1,10210 @@
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+ "seed": 18934,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_0/index_9339_seed_18934_dp_0_rank_0_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a macro close-up of a giant Japanese spider crab on an inky black seabed, rendered in desaturated black and white with a single intense light source sculpting the carapace. It envisions disproportionately long limbs moving with mechanical precision, stirring up dust when touching the seabed, sinking slowly, and settling into a quiet, oppressive deep-sea environment. The overall mood is one of deep-sea loneliness with strong light/shadow contrast.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the crab’s features (nodules, legs, claws). The monochrome palette and high-contrast lighting align with the prompt, and the subject remains reasonably sharp across frames. There are no obvious distortions or artifacts, and the sequence appears stable. However, there is some motion blur during leg movement, which slightly reduces perceived sharpness. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video largely satisfies the prompt elements: macro close-up, slight upward angle, completely still presentation, deep-sea ambiance, and a desaturated monochrome look with pronounced light/shadow contrast. The crab’s anatomy and the general setting match well. Some aspects—such as the exact timing of limb movements and the precise interaction with the seabed—are not perfectly synchronized, but the overall alignment remains strong. Overall, Text-to-Video Alignment is good (4/5).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and environmental context, with coherent lighting and spatial relationships. Minor inconsistencies exist in micro-dynamics (e.g., leg articulation timing and subtle interactions with the substrate), but these do not break the overall realism. Overall, Physical/Common-sense Consistency is moderate (3/5).\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": 3.015625,
+ "MQ": 3.375,
+ "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 macro close-up of a giant Japanese spider crab on an inky black seabed, rendered in desaturated black and white with a single intense light source sculpting the carapace. It envisions disproportionately long limbs moving with mechanical precision, stirring up dust when touching the seabed, sinking slowly, and settling into a quiet, oppressive deep-sea environment. The overall mood is one of deep-sea loneliness with strong light/shadow contrast.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the crab’s features (nodules, legs, claws). The monochrome palette and high-contrast lighting align with the prompt, and the subject remains reasonably sharp across frames. There are no obvious distortions or artifacts, and the sequence appears stable. However, there is some motion blur during leg movement, which slightly reduces perceived sharpness. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video largely satisfies the prompt elements: macro close-up, slight upward angle, completely still presentation, deep-sea ambiance, and a desaturated monochrome look with pronounced light/shadow contrast. The crab’s anatomy and the general setting match well. Some aspects—such as the exact timing of limb movements and the precise interaction with the seabed—are not perfectly synchronized, but the overall alignment remains strong. Overall, Text-to-Video Alignment is good (4/5).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and environmental context, with coherent lighting and spatial relationships. Minor inconsistencies exist in micro-dynamics (e.g., leg articulation timing and subtle interactions with the substrate), but these do not break the overall realism. Overall, Physical/Common-sense Consistency is moderate (3/5).\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": 18935,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_0/index_9339_seed_18935_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.65625,
+ "video_score2_ta": 2.71875,
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+ "video_score2_overall": 9.5,
+ "avg": 9.484375,
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+ "question": "macro close-up shot from a slight upward angle, completely still, as if silently observing a deep-sea probe, captures the scene of a giant Japanese spider crab on the inky black seabed. The entire image is rendered in a deeply desaturated black and white. A single, intense light source, emanating from outside the frame, sculpts the uneven texture of its carapace, riddled with nodules, pits, and the scars of time. This creates piercing highlights on the protrusions and deep shadows in the crevices. Its disproportionately long limbs, like delicate robotic arms, move steadily and methodically, each joint flexing and extending with an inorganic precision. When their pointed tips touch the soft seabed covered in fine sediment, they stir up tiny clouds of suspended dust. As its limbs found stable support points one by one, its huge body slowly sank, and finally settled in this quiet and oppressive alien world. The strong contrast of light and shadow outlined a majestic form that was both grotesque and full of primitive vitality, creating an awe-inspiring atmosphere of deep-sea loneliness.",
+ "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 macro close-up of a giant Japanese spider crab on an inky black seabed, rendered in desaturated black and white with a single intense light source sculpting the carapace. It envisions disproportionately long limbs moving with mechanical precision, stirring up dust on a fine sediment seabed, and a gradual settling into a quiet, oppressive deep-sea environment. The overall mood is one of deep-sea loneliness with strong light/shadow contrast.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear depiction of the crab’s features, but the sequence reads as largely static rather than exhibiting the described motion. The lighting is consistent across frames, yet the lack of dynamic movement reduces the perceived realism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the video. The imagery does not convincingly convey the intended desaturated monochrome palette or the dramatic lighting described. The crab remains largely motionless, and there is no visible interaction with a soft seabed or the described environmental dynamics. While some structural details align, the core narrative and atmospheric elements are underrepresented. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and lighting for a stationary subject, but it fails to capture the dynamic behavior and environmental context implied by the prompt. The absence of movement and interaction undermines the sense of physical realism and common-sense expectations for a living creature in a deep-sea setting. Overall, Physical/Common-sense Consistency is low (score 2).\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 3.65625,
+ "TA": 2.71875,
+ "MQ": 3.109375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a macro close-up of a giant Japanese spider crab on an inky black seabed, rendered in desaturated black and white with a single intense light source sculpting the carapace. It envisions disproportionately long limbs moving with mechanical precision, stirring up dust on a fine sediment seabed, and a gradual settling into a quiet, oppressive deep-sea environment. The overall mood is one of deep-sea loneliness with strong light/shadow contrast.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear depiction of the crab’s features, but the sequence reads as largely static rather than exhibiting the described motion. The lighting is consistent across frames, yet the lack of dynamic movement reduces the perceived realism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the video. The imagery does not convincingly convey the intended desaturated monochrome palette or the dramatic lighting described. The crab remains largely motionless, and there is no visible interaction with a soft seabed or the described environmental dynamics. While some structural details align, the core narrative and atmospheric elements are underrepresented. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and lighting for a stationary subject, but it fails to capture the dynamic behavior and environmental context implied by the prompt. The absence of movement and interaction undermines the sense of physical realism and common-sense expectations for a living creature in a deep-sea setting. Overall, Physical/Common-sense Consistency is low (score 2).\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 18936,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_0/index_9339_seed_18936_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.34375,
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+ "video_score2_overall": 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 macro close-up of a giant Japanese spider crab on an inky black seabed, rendered in desaturated black and white with a single intense light source sculpting the carapace. It envisions disproportionately long limbs moving with mechanical precision, stirring up dust when touching the seabed, and a gradual settling into the environment, culminating in a stark, high-contrast silhouette that conveys deep-sea loneliness.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, but there are noticeable limitations: occasional motion blur during limb movement, minor compression artifacts, and some noise in darker regions. The monochrome palette and high-contrast rendering are present, yet overall sharpness and polish do not reach high-end levels. The sequence remains coherent, 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 captures the macro close-up perspective, the dark seabed, and the desaturated look with a single light source shaping the carapace. The depiction of long, slender limbs and their interaction with the substrate aligns well with the description. Some nuanced aspects—such as the exact degree of mechanical precision in movement and the precise dynamics of dust suspension—are not fully realized, but the core elements and mood are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and locomotion are broadly plausible for a large crab, with believable weight transfer and contact with the substrate. However, certain micro-dynamics—like the timing of dust plumes and the subtler mechanics of joint articulation—are not perfectly matched, indicating room for improvement in fine-grained realism while maintaining overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 3.34375,
+ "MQ": 3.265625,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a macro close-up of a giant Japanese spider crab on an inky black seabed, rendered in desaturated black and white with a single intense light source sculpting the carapace. It envisions disproportionately long limbs moving with mechanical precision, stirring up dust when touching the seabed, and a gradual settling into the environment, culminating in a stark, high-contrast silhouette that conveys deep-sea loneliness.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, but there are noticeable limitations: occasional motion blur during limb movement, minor compression artifacts, and some noise in darker regions. The monochrome palette and high-contrast rendering are present, yet overall sharpness and polish do not reach high-end levels. The sequence remains coherent, 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 captures the macro close-up perspective, the dark seabed, and the desaturated look with a single light source shaping the carapace. The depiction of long, slender limbs and their interaction with the substrate aligns well with the description. Some nuanced aspects—such as the exact degree of mechanical precision in movement and the precise dynamics of dust suspension—are not fully realized, but the core elements and mood are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and locomotion are broadly plausible for a large crab, with believable weight transfer and contact with the substrate. However, certain micro-dynamics—like the timing of dust plumes and the subtler mechanics of joint articulation—are not perfectly matched, indicating room for improvement in fine-grained realism while maintaining overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "macro close-up shot from a slight upward angle, completely still, as if silently observing a deep-sea probe, captures the scene of a giant Japanese spider crab on the inky black seabed. The entire image is rendered in a deeply desaturated black and white. A single, intense light source, emanating from outside the frame, sculpts the uneven texture of its carapace, riddled with nodules, pits, and the scars of time. This creates piercing highlights on the protrusions and deep shadows in the crevices. Its disproportionately long limbs, like delicate robotic arms, move steadily and methodically, each joint flexing and extending with an inorganic precision. When their pointed tips touch the soft seabed covered in fine sediment, they stir up tiny clouds of suspended dust. As its limbs found stable support points one by one, its huge body slowly sank, and finally settled in this quiet and oppressive alien world. The strong contrast of light and shadow outlined a majestic form that was both grotesque and full of primitive vitality, creating an awe-inspiring atmosphere of deep-sea loneliness.",
+ "seed": 18937,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_0/index_9339_seed_18937_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": 2.859375,
+ "video_score2_ta": 3.34375,
+ "video_score2_mq": 3.296875,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "macro close-up shot from a slight upward angle, completely still, as if silently observing a deep-sea probe, captures the scene of a giant Japanese spider crab on the inky black seabed. The entire image is rendered in a deeply desaturated black and white. A single, intense light source, emanating from outside the frame, sculpts the uneven texture of its carapace, riddled with nodules, pits, and the scars of time. This creates piercing highlights on the protrusions and deep shadows in the crevices. Its disproportionately long limbs, like delicate robotic arms, move steadily and methodically, each joint flexing and extending with an inorganic precision. When their pointed tips touch the soft seabed covered in fine sediment, they stir up tiny clouds of suspended dust. As its limbs found stable support points one by one, its huge body slowly sank, and finally settled in this quiet and oppressive alien world. The strong contrast of light and shadow outlined a majestic form that was both grotesque and full of primitive vitality, creating an awe-inspiring atmosphere of deep-sea loneliness.",
+ "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 macro close-up of a giant Japanese spider crab on an inky black seabed, rendered in desaturated black and white with a single intense light source sculpting the carapace. It envisions disproportionately long limbs moving with mechanical precision, stirring up dust when touching the seabed, sinking slowly, and settling into a quiet, oppressive deep-sea environment. The overall mood is one of deep-sea loneliness with strong light/shadow contrast.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a convincing monochrome palette, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur or slight instability in the crab’s positioning, and a few frames show minor artifacting or compression effects. The lighting and high-contrast rendering contribute to drama, yet these imperfections keep the quality at a middle level rather than excellent.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up of a large crab on a dark seabed with a desaturated look and pronounced lighting contrasts, capturing the intended mood. However, certain dynamic details described in the prompt—such as continuous, deliberate limb movement and the exact sequence of sinking and settling—are not consistently demonstrated across the frames. Despite these gaps, the core elements align well with the prompt, yielding a high-but-not-perfect correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction maintains plausible anatomy and plausible interaction with the substrate, with no glaring violations of basic physics. Some micro-behaviors (e.g., timing of limb contact, dust dynamics, or subtle postural adjustments) are simplified or not fully verifiable from the available frames, resulting in a reasonable but not flawless portrayal of common-sense physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 3.34375,
+ "MQ": 3.296875,
+ "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 macro close-up of a giant Japanese spider crab on an inky black seabed, rendered in desaturated black and white with a single intense light source sculpting the carapace. It envisions disproportionately long limbs moving with mechanical precision, stirring up dust when touching the seabed, sinking slowly, and settling into a quiet, oppressive deep-sea environment. The overall mood is one of deep-sea loneliness with strong light/shadow contrast.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a convincing monochrome palette, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur or slight instability in the crab’s positioning, and a few frames show minor artifacting or compression effects. The lighting and high-contrast rendering contribute to drama, yet these imperfections keep the quality at a middle level rather than excellent.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up of a large crab on a dark seabed with a desaturated look and pronounced lighting contrasts, capturing the intended mood. However, certain dynamic details described in the prompt—such as continuous, deliberate limb movement and the exact sequence of sinking and settling—are not consistently demonstrated across the frames. Despite these gaps, the core elements align well with the prompt, yielding a high-but-not-perfect correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction maintains plausible anatomy and plausible interaction with the substrate, with no glaring violations of basic physics. Some micro-behaviors (e.g., timing of limb contact, dust dynamics, or subtle postural adjustments) are simplified or not fully verifiable from the available frames, resulting in a reasonable but not flawless portrayal of common-sense physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_11/index_tensor([8903, 8903])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_11/index_tensor([8903, 8903])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3d9009485fd19829728452a059f24395bc1780e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_11/index_tensor([8903, 8903])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 12166,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_11/index_8903_seed_12166_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.8125,
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+ "avg": 9.8125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium-long tracking shot, shot from the side and slightly tilted upward, slowly follows the figure of an elderly farmer returning home in the fading light of sunset. His face is etched with deep wrinkles, carved by time and sunlight. Beneath his sparse graying hair, his expression is peaceful yet slightly weary. He wears a washed-out, blue-gray coarse cloth shirt, the edges slightly frayed. Steadily resting on his shoulder is an old hoe, its wooden handle worn smooth and shiny from years of gripping. The metal blade is still stained with moist, freshly turned earth. He walks steadily and unhurriedly along the narrow path between fields, each step firm and rhythmic. His mud-stained old cloth shoes press against the firm earth, and his body sways slightly with each step. The sun has already sunk below the horizon, but the sky remains stained with a magnificent gradient of hues, from fiery orange to soft pink and purple. The final rays of the setting sun cast a warm golden hue over his figure, casting a long, solitary shadow behind him. Beside him lies an endless expanse of harvested rice paddies, their golden stubble swaying gently in the evening breeze. The outline of a distant village appears quiet and blurred in the twilight, with wisps of smoke rising from cooking fires. The entire scene is imbued with a tranquil, simple poetic quality, conveying a sense of satisfaction after labor and a deep attachment to home, creating a dynamic rural landscape with the texture of an oil painting.",
+ "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 medium-long tracking shot from the side and slightly tilted upward, following an elderly farmer returning home in sunset light. The scene features a weathered farmer with deep wrinkles, sparse graying hair, and a worn blue-gray shirt, walking along a narrow path between fields. The sun is sinking below the horizon, casting warm tones across the sky and landscape. The overall mood is tranquil and poetic, capturing a sense of satisfaction after labor and a deep attachment to home.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts that reduce fine detail. The lighting and color grading capture the sunset atmosphere, and the composition remains stable across the sequence. There are no major distortions or abrupt frame changes, but the image sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described elements: a side tracking shot, the elderly farmer, the path between fields, and the sunset lighting. The character’s appearance and clothing match the description, and the scene conveys a peaceful, reflective mood. A few minor deviations exist in background details or exact timing, but they do not significantly detract from overall fidelity.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The farmer’s movement and interaction with the environment feel plausible, and the hoe sits naturally on the shoulder. Sunset lighting and shadows align reasonably well with the scene geometry. However, there are subtle inconsistencies in motion dynamics and environmental interactions that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.8125,
+ "MQ": 3.109375,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-long tracking shot from the side and slightly tilted upward, following an elderly farmer returning home in sunset light. The scene features a weathered farmer with deep wrinkles, sparse graying hair, and a worn blue-gray shirt, walking along a narrow path between fields. The sun is sinking below the horizon, casting warm tones across the sky and landscape. The overall mood is tranquil and poetic, capturing a sense of satisfaction after labor and a deep attachment to home.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts that reduce fine detail. The lighting and color grading capture the sunset atmosphere, and the composition remains stable across the sequence. There are no major distortions or abrupt frame changes, but the image sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described elements: a side tracking shot, the elderly farmer, the path between fields, and the sunset lighting. The character’s appearance and clothing match the description, and the scene conveys a peaceful, reflective mood. A few minor deviations exist in background details or exact timing, but they do not significantly detract from overall fidelity.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The farmer’s movement and interaction with the environment feel plausible, and the hoe sits naturally on the shoulder. Sunset lighting and shadows align reasonably well with the scene geometry. However, there are subtle inconsistencies in motion dynamics and environmental interactions that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium-long tracking shot, shot from the side and slightly tilted upward, slowly follows the figure of an elderly farmer returning home in the fading light of sunset. His face is etched with deep wrinkles, carved by time and sunlight. Beneath his sparse graying hair, his expression is peaceful yet slightly weary. He wears a washed-out, blue-gray coarse cloth shirt, the edges slightly frayed. Steadily resting on his shoulder is an old hoe, its wooden handle worn smooth and shiny from years of gripping. The metal blade is still stained with moist, freshly turned earth. He walks steadily and unhurriedly along the narrow path between fields, each step firm and rhythmic. His mud-stained old cloth shoes press against the firm earth, and his body sways slightly with each step. The sun has already sunk below the horizon, but the sky remains stained with a magnificent gradient of hues, from fiery orange to soft pink and purple. The final rays of the setting sun cast a warm golden hue over his figure, casting a long, solitary shadow behind him. Beside him lies an endless expanse of harvested rice paddies, their golden stubble swaying gently in the evening breeze. The outline of a distant village appears quiet and blurred in the twilight, with wisps of smoke rising from cooking fires. The entire scene is imbued with a tranquil, simple poetic quality, conveying a sense of satisfaction after labor and a deep attachment to home, creating a dynamic rural landscape with the texture of an oil painting.",
+ "seed": 12167,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_11/index_8903_seed_12167_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.8125,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 10.125,
+ "avg": 10.09375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "medium-long tracking shot, shot from the side and slightly tilted upward, slowly follows the figure of an elderly farmer returning home in the fading light of sunset. His face is etched with deep wrinkles, carved by time and sunlight. Beneath his sparse graying hair, his expression is peaceful yet slightly weary. He wears a washed-out, blue-gray coarse cloth shirt, the edges slightly frayed. Steadily resting on his shoulder is an old hoe, its wooden handle worn smooth and shiny from years of gripping. The metal blade is still stained with moist, freshly turned earth. He walks steadily and unhurriedly along the narrow path between fields, each step firm and rhythmic. His mud-stained old cloth shoes press against the firm earth, and his body sways slightly with each step. The sun has already sunk below the horizon, but the sky remains stained with a magnificent gradient of hues, from fiery orange to soft pink and purple. The final rays of the setting sun cast a warm golden hue over his figure, casting a long, solitary shadow behind him. Beside him lies an endless expanse of harvested rice paddies, their golden stubble swaying gently in the evening breeze. The outline of a distant village appears quiet and blurred in the twilight, with wisps of smoke rising from cooking fires. The entire scene is imbued with a tranquil, simple poetic quality, conveying a sense of satisfaction after labor and a deep attachment to home, creating a dynamic rural landscape with the texture of an oil painting.",
+ "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 tracking shot from the side and slightly tilted upward, following an elderly farmer returning home in sunset light. The scene features a weathered farmer with deep wrinkles, sparse graying hair, and a worn blue-gray shirt, walking along a narrow path between fields while carrying an old hoe. The sun is sinking below the horizon, casting warm tones across the sky and fields, with a distant village visible in the twilight and wisps of smoke rising from fires. The overall mood is tranquil and poetic, emphasizing a sense of satisfaction after labor and a deep attachment to home.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subject, with consistent lighting and color grading that evokes sunset warmth. There are no major distortions or artifacts, and the composition remains stable across the sequence. However, some fine details—such as subtle textures on fabrics and the exact geometry of the hoe—are not perfectly resolved, and occasional minor softness or noise prevents a higher rating. The result reads as competent rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a side tracking shot, the elderly farmer, the weathered appearance, the blue-gray shirt, the old hoe resting on the shoulder, the path between fields, and the sunset palette with a distant village and wisps of smoke. The mood and atmosphere align well with the described scene, and the movement appears steady and natural. A few very specific details may be less precise, but they do not significantly detract from overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the farmer’s gait, the hoe’s position, and the lighting/shadows are coherent with a sunset setting. There are minor inconsistencies in fine-grained interactions (e.g., slight misalignment of the hoe’s angle or edge, or subtle timing nuances in limb motion) that prevent a perfect match, 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": 3.15625,
+ "TA": 3.8125,
+ "MQ": 3.125,
+ "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 tracking shot from the side and slightly tilted upward, following an elderly farmer returning home in sunset light. The scene features a weathered farmer with deep wrinkles, sparse graying hair, and a worn blue-gray shirt, walking along a narrow path between fields while carrying an old hoe. The sun is sinking below the horizon, casting warm tones across the sky and fields, with a distant village visible in the twilight and wisps of smoke rising from fires. The overall mood is tranquil and poetic, emphasizing a sense of satisfaction after labor and a deep attachment to home.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subject, with consistent lighting and color grading that evokes sunset warmth. There are no major distortions or artifacts, and the composition remains stable across the sequence. However, some fine details—such as subtle textures on fabrics and the exact geometry of the hoe—are not perfectly resolved, and occasional minor softness or noise prevents a higher rating. The result reads as competent rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a side tracking shot, the elderly farmer, the weathered appearance, the blue-gray shirt, the old hoe resting on the shoulder, the path between fields, and the sunset palette with a distant village and wisps of smoke. The mood and atmosphere align well with the described scene, and the movement appears steady and natural. A few very specific details may be less precise, but they do not significantly detract from overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the farmer’s gait, the hoe’s position, and the lighting/shadows are coherent with a sunset setting. There are minor inconsistencies in fine-grained interactions (e.g., slight misalignment of the hoe’s angle or edge, or subtle timing nuances in limb motion) that prevent a perfect match, 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": "medium-long tracking shot, shot from the side and slightly tilted upward, slowly follows the figure of an elderly farmer returning home in the fading light of sunset. His face is etched with deep wrinkles, carved by time and sunlight. Beneath his sparse graying hair, his expression is peaceful yet slightly weary. He wears a washed-out, blue-gray coarse cloth shirt, the edges slightly frayed. Steadily resting on his shoulder is an old hoe, its wooden handle worn smooth and shiny from years of gripping. The metal blade is still stained with moist, freshly turned earth. He walks steadily and unhurriedly along the narrow path between fields, each step firm and rhythmic. His mud-stained old cloth shoes press against the firm earth, and his body sways slightly with each step. The sun has already sunk below the horizon, but the sky remains stained with a magnificent gradient of hues, from fiery orange to soft pink and purple. The final rays of the setting sun cast a warm golden hue over his figure, casting a long, solitary shadow behind him. Beside him lies an endless expanse of harvested rice paddies, their golden stubble swaying gently in the evening breeze. The outline of a distant village appears quiet and blurred in the twilight, with wisps of smoke rising from cooking fires. The entire scene is imbued with a tranquil, simple poetic quality, conveying a sense of satisfaction after labor and a deep attachment to home, creating a dynamic rural landscape with the texture of an oil painting.",
+ "seed": 12168,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_11/index_8903_seed_12168_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.828125,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 10.125,
+ "avg": 10.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium-long tracking shot, shot from the side and slightly tilted upward, slowly follows the figure of an elderly farmer returning home in the fading light of sunset. His face is etched with deep wrinkles, carved by time and sunlight. Beneath his sparse graying hair, his expression is peaceful yet slightly weary. He wears a washed-out, blue-gray coarse cloth shirt, the edges slightly frayed. Steadily resting on his shoulder is an old hoe, its wooden handle worn smooth and shiny from years of gripping. The metal blade is still stained with moist, freshly turned earth. He walks steadily and unhurriedly along the narrow path between fields, each step firm and rhythmic. His mud-stained old cloth shoes press against the firm earth, and his body sways slightly with each step. The sun has already sunk below the horizon, but the sky remains stained with a magnificent gradient of hues, from fiery orange to soft pink and purple. The final rays of the setting sun cast a warm golden hue over his figure, casting a long, solitary shadow behind him. Beside him lies an endless expanse of harvested rice paddies, their golden stubble swaying gently in the evening breeze. The outline of a distant village appears quiet and blurred in the twilight, with wisps of smoke rising from cooking fires. The entire scene is imbued with a tranquil, simple poetic quality, conveying a sense of satisfaction after labor and a deep attachment to home, creating a dynamic rural landscape with the texture of an oil painting.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium-long tracking shot from the side and slightly tilted upward, following an elderly farmer returning home in sunset light. The scene features a weathered, gray-haired farmer with a worn blue-gray shirt, an old hoe resting on his shoulder, and a tranquil mood as he walks along a path between fields toward a distant village. The sunset palette and warm lighting are central to the description, and the overall atmosphere should convey a sense of satisfaction after labor and a deep attachment to home.\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 cohesive color palette that supports the sunset ambiance. There are no major distortions or artifacts, and transitions appear smooth. However, some fine details—such as subtle textures on fabrics and the exact shape of the tool—are not perfectly resolved, which keeps the quality at a middle level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a side tracking shot, the elderly farmer, the worn clothing, the hoe on the shoulder, and the sunset-lit rural setting. The mood and composition align well with the described scene. A few minor deviations exist—for example, the precise handling of the tool and the exact timing of the final ray of light—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 and anatomy, with believable movement and environmental interaction. Some small inconsistencies remain, such as slight variations in how the tool sits on the shoulder and minor lighting nuances, which prevent a perfect match to real-world expectations 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": 3.109375,
+ "TA": 3.828125,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium-long tracking shot from the side and slightly tilted upward, following an elderly farmer returning home in sunset light. The scene features a weathered, gray-haired farmer with a worn blue-gray shirt, an old hoe resting on his shoulder, and a tranquil mood as he walks along a path between fields toward a distant village. The sunset palette and warm lighting are central to the description, and the overall atmosphere should convey a sense of satisfaction after labor and a deep attachment to home.\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 cohesive color palette that supports the sunset ambiance. There are no major distortions or artifacts, and transitions appear smooth. However, some fine details—such as subtle textures on fabrics and the exact shape of the tool—are not perfectly resolved, which keeps the quality at a middle level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a side tracking shot, the elderly farmer, the worn clothing, the hoe on the shoulder, and the sunset-lit rural setting. The mood and composition align well with the described scene. A few minor deviations exist—for example, the precise handling of the tool and the exact timing of the final ray of light—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 and anatomy, with believable movement and environmental interaction. Some small inconsistencies remain, such as slight variations in how the tool sits on the shoulder and minor lighting nuances, which prevent a perfect match to real-world expectations 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"
+ ]
+ },
+ {
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+ "seed": 12169,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_11/index_8903_seed_12169_dp_23_rank_46_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.15625,
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+ "video_score2_overall": 9.625,
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+ "question": "medium-long tracking shot, shot from the side and slightly tilted upward, slowly follows the figure of an elderly farmer returning home in the fading light of sunset. His face is etched with deep wrinkles, carved by time and sunlight. Beneath his sparse graying hair, his expression is peaceful yet slightly weary. He wears a washed-out, blue-gray coarse cloth shirt, the edges slightly frayed. Steadily resting on his shoulder is an old hoe, its wooden handle worn smooth and shiny from years of gripping. The metal blade is still stained with moist, freshly turned earth. He walks steadily and unhurriedly along the narrow path between fields, each step firm and rhythmic. His mud-stained old cloth shoes press against the firm earth, and his body sways slightly with each step. The sun has already sunk below the horizon, but the sky remains stained with a magnificent gradient of hues, from fiery orange to soft pink and purple. The final rays of the setting sun cast a warm golden hue over his figure, casting a long, solitary shadow behind him. Beside him lies an endless expanse of harvested rice paddies, their golden stubble swaying gently in the evening breeze. The outline of a distant village appears quiet and blurred in the twilight, with wisps of smoke rising from cooking fires. The entire scene is imbued with a tranquil, simple poetic quality, conveying a sense of satisfaction after labor and a deep attachment to home, creating a dynamic rural landscape with the texture of an oil painting.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium-long tracking shot from the side and slightly tilted upward, following an elderly farmer returning home in sunset light. The scene features a weathered farmer with deep wrinkles, sparse graying hair, and a worn blue-gray shirt, holding a hoe on his shoulder as he walks along a narrow path between fields. The sun is sinking below the horizon, casting warm tones across the sky and landscape, with a tranquil mood and a sense of satisfaction after labor.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and environment, with warm sunset lighting that contributes to atmosphere. There are no major distortions or artifacts, and color grading remains consistent across frames. However, there are occasional minor softness and slight noise in some frames, which prevents a higher rating. The sequence remains stable without obvious camera shake, supporting a coherent visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a side/angled tracking shot, the elderly farmer, the act of returning home in sunset light, the weathered appearance, and the general mood. The main deviation is that the specific detail of the hoe being “old” and the exact path between fields is not strongly emphasized; these nuances are present but not critical. The scene conveys the intended narrative and emotional tone well, with only minor gaps in precise object characterization.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions, clothing, and interaction with the environment appear plausible, and the lighting/shadows align with the sunset setting. There are no glaring anatomical or physical inconsistencies. Some subtle cues, such as the perceived age of the tool and the exact path dynamics, could be refined, but they 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: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.15625,
+ "TA": 3.34375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a medium-long tracking shot from the side and slightly tilted upward, following an elderly farmer returning home in sunset light. The scene features a weathered farmer with deep wrinkles, sparse graying hair, and a worn blue-gray shirt, holding a hoe on his shoulder as he walks along a narrow path between fields. The sun is sinking below the horizon, casting warm tones across the sky and landscape, with a tranquil mood and a sense of satisfaction after labor.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and environment, with warm sunset lighting that contributes to atmosphere. There are no major distortions or artifacts, and color grading remains consistent across frames. However, there are occasional minor softness and slight noise in some frames, which prevents a higher rating. The sequence remains stable without obvious camera shake, supporting a coherent visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a side/angled tracking shot, the elderly farmer, the act of returning home in sunset light, the weathered appearance, and the general mood. The main deviation is that the specific detail of the hoe being “old” and the exact path between fields is not strongly emphasized; these nuances are present but not critical. The scene conveys the intended narrative and emotional tone well, with only minor gaps in precise object characterization.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions, clothing, and interaction with the environment appear plausible, and the lighting/shadows align with the sunset setting. There are no glaring anatomical or physical inconsistencies. Some subtle cues, such as the perceived age of the tool and the exact path dynamics, could be refined, but they 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: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_12/index_tensor([219, 219])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_12/index_tensor([219, 219])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee79114a627d1c208fd36eaab8e7469f5e06a16a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_12/index_tensor([219, 219])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 6180,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_12/index_219_seed_6180_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": 3.25,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 3.359375,
+ "video_score2_overall": 9.4375,
+ "avg": 9.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "tracking zoom shot, seamlessly transitioning from distant vista to extreme macro, begins with a solitary, crystal-clear snowflake, gracefully and slowly swirling down from a deep, softly out-of-focus, deep blue night sky. As the camera steadily and relentlessly pans forward, the frame becomes completely focused on this natural work of art, while the surrounding world gradually blurs into a pure block of color. As the lens zooms in, its unparalleled hexagonal symmetry is revealed with breathtaking clarity, each fern-like branching crystal displaying an intricate intertwining of icy branches beyond the reach of the naked eye. Illuminated by the faint, cool ambient light, the snowflake's translucent surface shimmers with a diamond-like glimmer, light refracting and dancing across its intricate geometric facets, highlighting its near-perfect natural form. The entire sequence is a smooth and poetic process, dominated by a palette of deep, cool blues and pure, icy whites, creating a visual atmosphere of profound tranquility, imbued with scientific beauty and awe, immersing the viewer in this fleeting microscopic miracle.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a tracking/zoom sequence that starts with a distant vista and transitions to an extreme macro, focusing on a solitary snowflake against a deep blue night sky. It emphasizes a steady forward motion, revealing the snowflake's hexagonal symmetry and intricate details as the camera zooms in, with a palette of deep blues and pure whites and an overall mood of scientific beauty.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity. The snowflake is visible and recognizable, but there are noticeable softness and some compression artifacts that reduce sharpness. The background blur is present but not perfectly consistent, and color grading is adequate though not particularly refined. Overall, the visual quality is acceptable but not high-end, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video includes a snowflake and a blue backdrop, but several key elements from the prompt are not convincingly realized. The distant-to-close transition and the pronounced tracking/zoom are not clearly demonstrated, and the lighting and atmospheric cues do not consistently match the described cool, ambient illumination. The result captures some aspects of the prompt but does not fully realize the intended sequence or mood.\n\nPhysical/Common-sense Consistency:\nThe snowflake's geometry appears plausible and the general physics of falling snow is reasonable. However, the rendering lacks nuanced micro-details and depth cues typical of real snowflakes, and the lighting/refraction effects are simplified. Overall, physical consistency is acceptable but not highly convincing.\n\nOverall assessment:\nThe video presents a moderate interpretation of the prompt with mid-level performance across all three dimensions. Visual quality, alignment to the textual prompt, and physical consistency are present but not outstanding, reflecting a balanced but not exceptional execution.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.25,
+ "TA": 2.8125,
+ "MQ": 3.359375,
+ "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 tracking/zoom sequence that starts with a distant vista and transitions to an extreme macro, focusing on a solitary snowflake against a deep blue night sky. It emphasizes a steady forward motion, revealing the snowflake's hexagonal symmetry and intricate details as the camera zooms in, with a palette of deep blues and pure whites and an overall mood of scientific beauty.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity. The snowflake is visible and recognizable, but there are noticeable softness and some compression artifacts that reduce sharpness. The background blur is present but not perfectly consistent, and color grading is adequate though not particularly refined. Overall, the visual quality is acceptable but not high-end, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video includes a snowflake and a blue backdrop, but several key elements from the prompt are not convincingly realized. The distant-to-close transition and the pronounced tracking/zoom are not clearly demonstrated, and the lighting and atmospheric cues do not consistently match the described cool, ambient illumination. The result captures some aspects of the prompt but does not fully realize the intended sequence or mood.\n\nPhysical/Common-sense Consistency:\nThe snowflake's geometry appears plausible and the general physics of falling snow is reasonable. However, the rendering lacks nuanced micro-details and depth cues typical of real snowflakes, and the lighting/refraction effects are simplified. Overall, physical consistency is acceptable but not highly convincing.\n\nOverall assessment:\nThe video presents a moderate interpretation of the prompt with mid-level performance across all three dimensions. Visual quality, alignment to the textual prompt, and physical consistency are present but not outstanding, reflecting a balanced but not exceptional execution.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "tracking zoom shot, seamlessly transitioning from distant vista to extreme macro, begins with a solitary, crystal-clear snowflake, gracefully and slowly swirling down from a deep, softly out-of-focus, deep blue night sky. As the camera steadily and relentlessly pans forward, the frame becomes completely focused on this natural work of art, while the surrounding world gradually blurs into a pure block of color. As the lens zooms in, its unparalleled hexagonal symmetry is revealed with breathtaking clarity, each fern-like branching crystal displaying an intricate intertwining of icy branches beyond the reach of the naked eye. Illuminated by the faint, cool ambient light, the snowflake's translucent surface shimmers with a diamond-like glimmer, light refracting and dancing across its intricate geometric facets, highlighting its near-perfect natural form. The entire sequence is a smooth and poetic process, dominated by a palette of deep, cool blues and pure, icy whites, creating a visual atmosphere of profound tranquility, imbued with scientific beauty and awe, immersing the viewer in this fleeting microscopic miracle.",
+ "seed": 6181,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_12/index_219_seed_6181_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 2.90625,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 10.3125,
+ "avg": 10.296875,
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+ "question_id": "videoscore2_overall",
+ "question": "tracking zoom shot, seamlessly transitioning from distant vista to extreme macro, begins with a solitary, crystal-clear snowflake, gracefully and slowly swirling down from a deep, softly out-of-focus, deep blue night sky. As the camera steadily and relentlessly pans forward, the frame becomes completely focused on this natural work of art, while the surrounding world gradually blurs into a pure block of color. As the lens zooms in, its unparalleled hexagonal symmetry is revealed with breathtaking clarity, each fern-like branching crystal displaying an intricate intertwining of icy branches beyond the reach of the naked eye. Illuminated by the faint, cool ambient light, the snowflake's translucent surface shimmers with a diamond-like glimmer, light refracting and dancing across its intricate geometric facets, highlighting its near-perfect natural form. The entire sequence is a smooth and poetic process, dominated by a palette of deep, cool blues and pure, icy whites, creating a visual atmosphere of profound tranquility, imbued with scientific beauty and awe, immersing the viewer in this fleeting microscopic miracle.",
+ "token_credit_reward": 10.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a tracking zoom shot that transitions from a distant vista to an extreme macro, starting with a solitary, crystal-clear snowflake against a deep blue night sky. The camera should pan forward as the lens zooms in, revealing the snowflake's hexagonal symmetry and intricate details, with light refracting through its translucent surface. The sequence aims for a smooth, poetic progression with a palette of deep blues and pure whites, culminating in a close-up that emphasizes the delicate geometry of the snowflake.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the snowflake and a pleasing blue gradient, but there are noticeable softness and minor artifacts that prevent a higher-fidelity look. The snowflake remains reasonably sharp when in focus, yet some frames exhibit slight blur or compression noise, which slightly detracts from overall clarity. The sequence maintains a coherent color scheme and smooth transitions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a snowflake with clear hexagonal structure and visible fern-like branches, and the color palette matches the described deep blues and whites. The zoom-in progression is evident, and the lighting conveys a subtle, cool ambiance. However, certain aspects—such as a more pronounced initial distant vista and a more explicit emphasis on the “unparalled” symmetry—are only partially realized. Despite these gaps, the core elements align well with the prompt, producing a convincing representation of the intended scene.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The snowflake’s morphology appears plausible and the lighting/refraction effects are believable, supporting a sense of realism. Yet, some aspects feel stylized rather than strictly physically accurate—for example, the uniform depth cues and the idealized transition from distant to close-up without a visible camera path. These nuances keep the depiction credible but not fully grounded in real-world physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.515625,
+ "TA": 2.90625,
+ "MQ": 3.875,
+ "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 tracking zoom shot that transitions from a distant vista to an extreme macro, starting with a solitary, crystal-clear snowflake against a deep blue night sky. The camera should pan forward as the lens zooms in, revealing the snowflake's hexagonal symmetry and intricate details, with light refracting through its translucent surface. The sequence aims for a smooth, poetic progression with a palette of deep blues and pure whites, culminating in a close-up that emphasizes the delicate geometry of the snowflake.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the snowflake and a pleasing blue gradient, but there are noticeable softness and minor artifacts that prevent a higher-fidelity look. The snowflake remains reasonably sharp when in focus, yet some frames exhibit slight blur or compression noise, which slightly detracts from overall clarity. The sequence maintains a coherent color scheme and smooth transitions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a snowflake with clear hexagonal structure and visible fern-like branches, and the color palette matches the described deep blues and whites. The zoom-in progression is evident, and the lighting conveys a subtle, cool ambiance. However, certain aspects—such as a more pronounced initial distant vista and a more explicit emphasis on the “unparalled” symmetry—are only partially realized. Despite these gaps, the core elements align well with the prompt, producing a convincing representation of the intended scene.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The snowflake’s morphology appears plausible and the lighting/refraction effects are believable, supporting a sense of realism. Yet, some aspects feel stylized rather than strictly physically accurate—for example, the uniform depth cues and the idealized transition from distant to close-up without a visible camera path. These nuances keep the depiction credible but not fully grounded in real-world physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "tracking zoom shot, seamlessly transitioning from distant vista to extreme macro, begins with a solitary, crystal-clear snowflake, gracefully and slowly swirling down from a deep, softly out-of-focus, deep blue night sky. As the camera steadily and relentlessly pans forward, the frame becomes completely focused on this natural work of art, while the surrounding world gradually blurs into a pure block of color. As the lens zooms in, its unparalleled hexagonal symmetry is revealed with breathtaking clarity, each fern-like branching crystal displaying an intricate intertwining of icy branches beyond the reach of the naked eye. Illuminated by the faint, cool ambient light, the snowflake's translucent surface shimmers with a diamond-like glimmer, light refracting and dancing across its intricate geometric facets, highlighting its near-perfect natural form. The entire sequence is a smooth and poetic process, dominated by a palette of deep, cool blues and pure, icy whites, creating a visual atmosphere of profound tranquility, imbued with scientific beauty and awe, immersing the viewer in this fleeting microscopic miracle.",
+ "seed": 6182,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_12/index_219_seed_6182_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.1875,
+ "video_score2_ta": 3.265625,
+ "video_score2_mq": 3.703125,
+ "video_score2_overall": 10.125,
+ "avg": 10.15625,
+ "reward_records": [
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+ "question": "tracking zoom shot, seamlessly transitioning from distant vista to extreme macro, begins with a solitary, crystal-clear snowflake, gracefully and slowly swirling down from a deep, softly out-of-focus, deep blue night sky. As the camera steadily and relentlessly pans forward, the frame becomes completely focused on this natural work of art, while the surrounding world gradually blurs into a pure block of color. As the lens zooms in, its unparalleled hexagonal symmetry is revealed with breathtaking clarity, each fern-like branching crystal displaying an intricate intertwining of icy branches beyond the reach of the naked eye. Illuminated by the faint, cool ambient light, the snowflake's translucent surface shimmers with a diamond-like glimmer, light refracting and dancing across its intricate geometric facets, highlighting its near-perfect natural form. The entire sequence is a smooth and poetic process, dominated by a palette of deep, cool blues and pure, icy whites, creating a visual atmosphere of profound tranquility, imbued with scientific beauty and awe, immersing the viewer in this fleeting microscopic miracle.",
+ "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 tracking/zoom sequence that starts with a distant vista and transitions to an extreme macro, focusing on a single snowflake against a deep blue night sky. It emphasizes a steady forward motion, a zoom-in on the snowflake, and a progression where the surrounding world blurs into a block of color, culminating in a close-up that reveals intricate details and a tranquil, scientifically inspired aesthetic.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a consistent blue-white palette, but there are noticeable softness and some minor artifacts that prevent a high-fidelity look. The snowflake details are visible but not razor-sharp, and occasional rendering inconsistencies reduce overall crispness. The sequence remains coherent, with no severe distortions, though it does not achieve exceptional visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video presents a snowflake-centric sequence with a zoom-in focus and a blue-toned ambiance that matches the intended mood. The core elements—solitary snowflake, downward movement, and a gradual shift toward a close-up—are well represented. Some aspects of the prompt (notably the explicit transition from a distant vista to an extreme macro and the described pacing) are only partially realized, but the overall narrative and visual intent are faithfully captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The snowflake’s hexagonal structure and general ice-crystal appearance are plausible, and the downward motion aligns with expected behavior. However, certain rendering choices introduce slight deviations from strict physical realism, such as uniform crystalline detail and lighting that feels stylized rather than strictly physically accurate. These nuances keep the depiction believable while not guaranteeing strict adherence to real-world physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.1875,
+ "TA": 3.265625,
+ "MQ": 3.703125,
+ "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 tracking/zoom sequence that starts with a distant vista and transitions to an extreme macro, focusing on a single snowflake against a deep blue night sky. It emphasizes a steady forward motion, a zoom-in on the snowflake, and a progression where the surrounding world blurs into a block of color, culminating in a close-up that reveals intricate details and a tranquil, scientifically inspired aesthetic.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a consistent blue-white palette, but there are noticeable softness and some minor artifacts that prevent a high-fidelity look. The snowflake details are visible but not razor-sharp, and occasional rendering inconsistencies reduce overall crispness. The sequence remains coherent, with no severe distortions, though it does not achieve exceptional visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video presents a snowflake-centric sequence with a zoom-in focus and a blue-toned ambiance that matches the intended mood. The core elements—solitary snowflake, downward movement, and a gradual shift toward a close-up—are well represented. Some aspects of the prompt (notably the explicit transition from a distant vista to an extreme macro and the described pacing) are only partially realized, but the overall narrative and visual intent are faithfully captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The snowflake’s hexagonal structure and general ice-crystal appearance are plausible, and the downward motion aligns with expected behavior. However, certain rendering choices introduce slight deviations from strict physical realism, such as uniform crystalline detail and lighting that feels stylized rather than strictly physically accurate. These nuances keep the depiction believable while not guaranteeing strict adherence to real-world physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "tracking zoom shot, seamlessly transitioning from distant vista to extreme macro, begins with a solitary, crystal-clear snowflake, gracefully and slowly swirling down from a deep, softly out-of-focus, deep blue night sky. As the camera steadily and relentlessly pans forward, the frame becomes completely focused on this natural work of art, while the surrounding world gradually blurs into a pure block of color. As the lens zooms in, its unparalleled hexagonal symmetry is revealed with breathtaking clarity, each fern-like branching crystal displaying an intricate intertwining of icy branches beyond the reach of the naked eye. Illuminated by the faint, cool ambient light, the snowflake's translucent surface shimmers with a diamond-like glimmer, light refracting and dancing across its intricate geometric facets, highlighting its near-perfect natural form. The entire sequence is a smooth and poetic process, dominated by a palette of deep, cool blues and pure, icy whites, creating a visual atmosphere of profound tranquility, imbued with scientific beauty and awe, immersing the viewer in this fleeting microscopic miracle.",
+ "seed": 6183,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_12/index_219_seed_6183_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.34375,
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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 tracking zoom shot that transitions from a distant vista to an extreme macro, starting with a solitary crystal-clear snowflake against a deep blue night sky. The camera should pan forward as the lens zooms in, revealing the snowflake's hexagonal symmetry and intricate details. The sequence aims for a smooth, poetic progression with a cool blue-white palette and a sense of scientific beauty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a consistent blue-white aesthetic, but there are noticeable limitations: occasional softness in fine details, minor compression artifacts, and some color grading inconsistencies that prevent a higher-fidelity look. The snowflake remains identifiable across frames, though sharpness varies and a few frames exhibit slight blur or noise. The zoom/panning motion is present but not perfectly smooth, contributing to a mid-range overall impression rather than a pristine, high-end render.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a solitary snowflake, a deep blue background, and a gradual zoom/pan that reveals more detail. The hexagonal structure and fern-like branches are visible, and the color palette matches the description. However, a few moments do not fully realize the described smooth, uninterrupted transition, leaving minor gaps between the intended poetic progression and the actual execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The snowflake’s geometry and the lighting cues align with plausible microphysics, and the scene maintains coherent spatial relationships. Some transitions and depth cues feel slightly abrupt, and a few frames show minor inconsistencies in scale or shading that prevent a flawless depiction. Overall, the sequence remains believable and scientifically informed, but not perfectly seamless 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": 3.34375,
+ "TA": 3.15625,
+ "MQ": 3.875,
+ "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 tracking zoom shot that transitions from a distant vista to an extreme macro, starting with a solitary crystal-clear snowflake against a deep blue night sky. The camera should pan forward as the lens zooms in, revealing the snowflake's hexagonal symmetry and intricate details. The sequence aims for a smooth, poetic progression with a cool blue-white palette and a sense of scientific beauty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and a consistent blue-white aesthetic, but there are noticeable limitations: occasional softness in fine details, minor compression artifacts, and some color grading inconsistencies that prevent a higher-fidelity look. The snowflake remains identifiable across frames, though sharpness varies and a few frames exhibit slight blur or noise. The zoom/panning motion is present but not perfectly smooth, contributing to a mid-range overall impression rather than a pristine, high-end render.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a solitary snowflake, a deep blue background, and a gradual zoom/pan that reveals more detail. The hexagonal structure and fern-like branches are visible, and the color palette matches the description. However, a few moments do not fully realize the described smooth, uninterrupted transition, leaving minor gaps between the intended poetic progression and the actual execution.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The snowflake’s geometry and the lighting cues align with plausible microphysics, and the scene maintains coherent spatial relationships. Some transitions and depth cues feel slightly abrupt, and a few frames show minor inconsistencies in scale or shading that prevent a flawless depiction. Overall, the sequence remains believable and scientifically informed, but not perfectly seamless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_15/index_tensor([9102, 9102])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_15/index_tensor([9102, 9102])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..71ed534058dc9333c07d18a1652812932a63a329
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_15/index_tensor([9102, 9102])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "wide shot of a sun-drenched baseball field under a bright blue sky begins with a smooth, steady zoom-in, focusing on the action unfolding on the vibrant green grass. The warm late afternoon sun casts long, dramatic shadows. In the outfield, a male player with short, dark hair, wearing a white pinstriped jersey and matching pants, sprints fiercely, heading directly toward the camera. His eyes are fixed intently on a small, white baseball flying down from the sky. As the camera continues to zoom, it captures the firm grip of his jaw and the powerful roll of his legs. He extends his left arm, revealing a well-worn brown leather baseball glove, and at the last moment, the ball drops resoundingly and decisively into the glove pocket. His momentum is so great that after catching the ball with his right hand, he executes a fluid, athletic 360-degree spin across the turf, stopping with a poised, triumphant satisfaction. The entire scene exudes an aura of peak sportsmanship and focused energy.",
+ "seed": 26352,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_15/index_9102_seed_26352_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": 2.15625,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 7.4375,
+ "avg": 7.453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide shot of a sun-drenched baseball field under a bright blue sky begins with a smooth, steady zoom-in, focusing on the action unfolding on the vibrant green grass. The warm late afternoon sun casts long, dramatic shadows. In the outfield, a male player with short, dark hair, wearing a white pinstriped jersey and matching pants, sprints fiercely, heading directly toward the camera. His eyes are fixed intently on a small, white baseball flying down from the sky. As the camera continues to zoom, it captures the firm grip of his jaw and the powerful roll of his legs. He extends his left arm, revealing a well-worn brown leather baseball glove, and at the last moment, the ball drops resoundingly and decisively into the glove pocket. His momentum is so great that after catching the ball with his right hand, he executes a fluid, athletic 360-degree spin across the turf, stopping with a poised, triumphant satisfaction. The entire scene exudes an aura of peak sportsmanship and focused energy.",
+ "token_credit_reward": 7.4375,
+ "selected_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 the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic baseball sequence featuring a sun-drenched field, a smooth zoom-in, a male player in a white pinstriped uniform sprinting toward the camera, a ball descending from the sky, a powerful catch, and a fluid 360-degree spin. The video includes several elements that align with the prompt (sunlit setting, a player in a white striped uniform, a ball visible in the sky, and a catching action). However, key aspects such as a pronounced 360-degree spin and a clearly conveyed sense of peak sportsmanship are not convincingly realized in the footage. Overall, the alignment is moderate rather than strong.\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. There are some artifacts and mild distortions in certain frames, but the scene remains recognizable and coherent. Frame-to-frame transitions show occasional inconsistencies, yet they do not render the video unusable. Lighting and color balance are generally stable, though there are occasional color shifts or compression effects. While not pristine, the visuals are acceptable for a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—sunlit outdoor setting, a baseball player in a white striped uniform, a ball in the sky, and a catching action. However, crucial moments described in the prompt, such as a clear 360-degree spin and a decisive drop of the ball into the glove, are not convincingly depicted. The alignment is therefore moderate: essential components exist, but the more dynamic actions are underrepresented.\n\nPhysical Consistency / Common-sense:\nThere are notable issues with physical realism. Some poses and motions appear awkward or inconsistent with plausible baseball mechanics, and the interaction between the ball and the glove lacks convincing dynamics. While not entirely implausible, these inconsistencies reduce the perceived realism of the scene.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.15625,
+ "TA": 2.4375,
+ "MQ": 2.859375,
+ "Overall": 7.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic baseball sequence featuring a sun-drenched field, a smooth zoom-in, a male player in a white pinstriped uniform sprinting toward the camera, a ball descending from the sky, a powerful catch, and a fluid 360-degree spin. The video includes several elements that align with the prompt (sunlit setting, a player in a white striped uniform, a ball visible in the sky, and a catching action). However, key aspects such as a pronounced 360-degree spin and a clearly conveyed sense of peak sportsmanship are not convincingly realized in the footage. Overall, the alignment is moderate rather than strong.\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. There are some artifacts and mild distortions in certain frames, but the scene remains recognizable and coherent. Frame-to-frame transitions show occasional inconsistencies, yet they do not render the video unusable. Lighting and color balance are generally stable, though there are occasional color shifts or compression effects. While not pristine, the visuals are acceptable for a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—sunlit outdoor setting, a baseball player in a white striped uniform, a ball in the sky, and a catching action. However, crucial moments described in the prompt, such as a clear 360-degree spin and a decisive drop of the ball into the glove, are not convincingly depicted. The alignment is therefore moderate: essential components exist, but the more dynamic actions are underrepresented.\n\nPhysical Consistency / Common-sense:\nThere are notable issues with physical realism. Some poses and motions appear awkward or inconsistent with plausible baseball mechanics, and the interaction between the ball and the glove lacks convincing dynamics. While not entirely implausible, these inconsistencies reduce the perceived realism of the scene.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "wide shot of a sun-drenched baseball field under a bright blue sky begins with a smooth, steady zoom-in, focusing on the action unfolding on the vibrant green grass. The warm late afternoon sun casts long, dramatic shadows. In the outfield, a male player with short, dark hair, wearing a white pinstriped jersey and matching pants, sprints fiercely, heading directly toward the camera. His eyes are fixed intently on a small, white baseball flying down from the sky. As the camera continues to zoom, it captures the firm grip of his jaw and the powerful roll of his legs. He extends his left arm, revealing a well-worn brown leather baseball glove, and at the last moment, the ball drops resoundingly and decisively into the glove pocket. His momentum is so great that after catching the ball with his right hand, he executes a fluid, athletic 360-degree spin across the turf, stopping with a poised, triumphant satisfaction. The entire scene exudes an aura of peak sportsmanship and focused energy.",
+ "seed": 26353,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_15/index_9102_seed_26353_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": 2.140625,
+ "video_score2_ta": 2.1875,
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+ "video_score2_overall": 6.90625,
+ "avg": 6.921875,
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+ "question_id": "videoscore2_overall",
+ "question": "wide shot of a sun-drenched baseball field under a bright blue sky begins with a smooth, steady zoom-in, focusing on the action unfolding on the vibrant green grass. The warm late afternoon sun casts long, dramatic shadows. In the outfield, a male player with short, dark hair, wearing a white pinstriped jersey and matching pants, sprints fiercely, heading directly toward the camera. His eyes are fixed intently on a small, white baseball flying down from the sky. As the camera continues to zoom, it captures the firm grip of his jaw and the powerful roll of his legs. He extends his left arm, revealing a well-worn brown leather baseball glove, and at the last moment, the ball drops resoundingly and decisively into the glove pocket. His momentum is so great that after catching the ball with his right hand, he executes a fluid, athletic 360-degree spin across the turf, stopping with a poised, triumphant satisfaction. The entire scene exudes an aura of peak sportsmanship and focused energy.",
+ "token_credit_reward": 6.90625,
+ "selected_reward": 6.90625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 baseball sequence featuring a wide shot of a sun-drenched field, a smooth zoom-in, a sprint toward the camera, a precise catch, and a fluid 360-degree spin. The actual video presents a more static depiction: the frames show a player in a field with a ball visible in some shots, but there is no evident sprint, no clear zoom-in, and no decisive spin. The alignment between the prompt and the video content is limited, with only superficial similarities (setting and presence of a ball).\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, with colors that read as natural for an outdoor scene. There are occasional minor motion blur and slight softness during movement, which slightly reduce sharpness, but no major distortions or artifacts dominate the sequence. The result is acceptable but not exceptional, reflecting mid-level visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is weak (score 2). Key elements described in the prompt—dynamic sprint toward the camera, a smooth zoom-in, a decisive catch, and a fluid 360-degree spin—are not realized in the footage. The video remains largely static, with only incidental cues such as a ball and field present, leading to a substantial mismatch between description and content.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, ball size, and field geometry, with lighting and shadows aligning with outdoor conditions. Some minor inconsistencies appear in motion dynamics and timing, but they do not severely undermine overall realism. Overall, the video adheres to basic physical expectations without strong deviations.\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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+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.140625,
+ "TA": 2.1875,
+ "MQ": 2.59375,
+ "Overall": 6.90625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic baseball sequence featuring a wide shot of a sun-drenched field, a smooth zoom-in, a sprint toward the camera, a precise catch, and a fluid 360-degree spin. The actual video presents a more static depiction: the frames show a player in a field with a ball visible in some shots, but there is no evident sprint, no clear zoom-in, and no decisive spin. The alignment between the prompt and the video content is limited, with only superficial similarities (setting and presence of a ball).\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, with colors that read as natural for an outdoor scene. There are occasional minor motion blur and slight softness during movement, which slightly reduce sharpness, but no major distortions or artifacts dominate the sequence. The result is acceptable but not exceptional, reflecting mid-level visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is weak (score 2). Key elements described in the prompt—dynamic sprint toward the camera, a smooth zoom-in, a decisive catch, and a fluid 360-degree spin—are not realized in the footage. The video remains largely static, with only incidental cues such as a ball and field present, leading to a substantial mismatch between description and content.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, ball size, and field geometry, with lighting and shadows aligning with outdoor conditions. Some minor inconsistencies appear in motion dynamics and timing, but they do not severely undermine overall realism. Overall, the video adheres to basic physical expectations without strong deviations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide shot of a sun-drenched baseball field under a bright blue sky begins with a smooth, steady zoom-in, focusing on the action unfolding on the vibrant green grass. The warm late afternoon sun casts long, dramatic shadows. In the outfield, a male player with short, dark hair, wearing a white pinstriped jersey and matching pants, sprints fiercely, heading directly toward the camera. His eyes are fixed intently on a small, white baseball flying down from the sky. As the camera continues to zoom, it captures the firm grip of his jaw and the powerful roll of his legs. He extends his left arm, revealing a well-worn brown leather baseball glove, and at the last moment, the ball drops resoundingly and decisively into the glove pocket. His momentum is so great that after catching the ball with his right hand, he executes a fluid, athletic 360-degree spin across the turf, stopping with a poised, triumphant satisfaction. The entire scene exudes an aura of peak sportsmanship and focused energy.",
+ "seed": 26354,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_15/index_9102_seed_26354_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 1.9921875,
+ "video_score2_mq": 2.828125,
+ "video_score2_overall": 7.75,
+ "avg": 7.7578125,
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+ "question_id": "videoscore2_overall",
+ "question": "wide shot of a sun-drenched baseball field under a bright blue sky begins with a smooth, steady zoom-in, focusing on the action unfolding on the vibrant green grass. The warm late afternoon sun casts long, dramatic shadows. In the outfield, a male player with short, dark hair, wearing a white pinstriped jersey and matching pants, sprints fiercely, heading directly toward the camera. His eyes are fixed intently on a small, white baseball flying down from the sky. As the camera continues to zoom, it captures the firm grip of his jaw and the powerful roll of his legs. He extends his left arm, revealing a well-worn brown leather baseball glove, and at the last moment, the ball drops resoundingly and decisively into the glove pocket. His momentum is so great that after catching the ball with his right hand, he executes a fluid, athletic 360-degree spin across the turf, stopping with a poised, triumphant satisfaction. The entire scene exudes an aura of peak sportsmanship and focused energy.",
+ "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 dynamic baseball sequence featuring a sun-drenched field, a male player with a white pinstriped uniform, a dramatic catch, and a fluid 360-degree spin. The actual video, however, presents a more static depiction: the player is largely stationary, the ball appears to be in mid-air or having just been thrown, and there is no evident sprint toward the camera, no visible catch action, and no spinning motion. The setting remains a baseball field, but the core actions described are not realized.\n\nVisual Quality Analysis:\nThe visuals are acceptable with decent resolution and clear subject delineation. Lighting is consistent with a sunlit outdoor scene, colors are reasonably saturated, and there are no obvious distortions or artifacts. However, the sequence lacks dynamic movement and cinematic polish; overall, the visual quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the video content. Key elements such as the sprint toward the camera, the ball catch, and the 360-degree spin are absent. The video shows a static or minimally dynamic scene with a ball in flight, which only partially aligns with the prompt’s scenario. Overall alignment is limited.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the player’s posture, the ball’s position, and the field context are coherent with a baseball setting. No obvious physics violations are present, though the lack of expected action reduces narrative coherence. Overall, physical consistency is reasonable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 1.9921875,
+ "MQ": 2.828125,
+ "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 dynamic baseball sequence featuring a sun-drenched field, a male player with a white pinstriped uniform, a dramatic catch, and a fluid 360-degree spin. The actual video, however, presents a more static depiction: the player is largely stationary, the ball appears to be in mid-air or having just been thrown, and there is no evident sprint toward the camera, no visible catch action, and no spinning motion. The setting remains a baseball field, but the core actions described are not realized.\n\nVisual Quality Analysis:\nThe visuals are acceptable with decent resolution and clear subject delineation. Lighting is consistent with a sunlit outdoor scene, colors are reasonably saturated, and there are no obvious distortions or artifacts. However, the sequence lacks dynamic movement and cinematic polish; overall, the visual quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the video content. Key elements such as the sprint toward the camera, the ball catch, and the 360-degree spin are absent. The video shows a static or minimally dynamic scene with a ball in flight, which only partially aligns with the prompt’s scenario. Overall alignment is limited.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the player’s posture, the ball’s position, and the field context are coherent with a baseball setting. No obvious physics violations are present, though the lack of expected action reduces narrative coherence. Overall, physical consistency is reasonable but not exceptional.\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": 26355,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_15/index_9102_seed_26355_dp_31_rank_62_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.234375,
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+ "video_score2_overall": 6.9375,
+ "avg": 6.90625,
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+ "question_id": "videoscore2_overall",
+ "question": "wide shot of a sun-drenched baseball field under a bright blue sky begins with a smooth, steady zoom-in, focusing on the action unfolding on the vibrant green grass. The warm late afternoon sun casts long, dramatic shadows. In the outfield, a male player with short, dark hair, wearing a white pinstriped jersey and matching pants, sprints fiercely, heading directly toward the camera. His eyes are fixed intently on a small, white baseball flying down from the sky. As the camera continues to zoom, it captures the firm grip of his jaw and the powerful roll of his legs. He extends his left arm, revealing a well-worn brown leather baseball glove, and at the last moment, the ball drops resoundingly and decisively into the glove pocket. His momentum is so great that after catching the ball with his right hand, he executes a fluid, athletic 360-degree spin across the turf, stopping with a poised, triumphant satisfaction. The entire scene exudes an aura of peak sportsmanship and focused energy.",
+ "token_credit_reward": 6.9375,
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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 wide shot of a sun-drenched baseball field with a smooth zoom-in, focusing on a male player with short dark hair wearing a white pinstriped jersey and pants, sprinting toward the camera while tracking a baseball. The sequence emphasizes a decisive catch and a fluid 360-degree spin, culminating in a poised, triumphant stance. The description remains the same; the evaluation focuses on how well the video matches this vision.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast action. Lighting is warm and consistent with a sun-drenched setting, and color saturation is reasonable. There are no major distortions or artifacts, but sharpness and fine detail are not consistently high, keeping the quality in the mid range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While several elements appear—wide field, bright sky, a player in a white pinstriped uniform, and a visible baseball—the dynamic actions described are not convincingly realized. The sprint toward the camera, the precise ball trajectory, the decisive catch, and the fluid 360-degree spin are not clearly demonstrated, resulting in only partial correspondence to the narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and lighting, and the baseball field context reads as authentic. However, some motion cues and timing feel slightly off, and the overall athletic dynamics do not fully align with real-world physics, leaving room for improvement in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.125,
+ "TA": 2.234375,
+ "MQ": 2.546875,
+ "Overall": 6.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a wide shot of a sun-drenched baseball field with a smooth zoom-in, focusing on a male player with short dark hair wearing a white pinstriped jersey and pants, sprinting toward the camera while tracking a baseball. The sequence emphasizes a decisive catch and a fluid 360-degree spin, culminating in a poised, triumphant stance. The description remains the same; the evaluation focuses on how well the video matches this vision.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast action. Lighting is warm and consistent with a sun-drenched setting, and color saturation is reasonable. There are no major distortions or artifacts, but sharpness and fine detail are not consistently high, keeping the quality in the mid range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While several elements appear—wide field, bright sky, a player in a white pinstriped uniform, and a visible baseball—the dynamic actions described are not convincingly realized. The sprint toward the camera, the precise ball trajectory, the decisive catch, and the fluid 360-degree spin are not clearly demonstrated, resulting in only partial correspondence to the narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and lighting, and the baseball field context reads as authentic. However, some motion cues and timing feel slightly off, and the overall athletic dynamics do not fully align with real-world physics, leaving room for improvement in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_3/index_tensor([2533, 2533])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_3/index_tensor([2533, 2533])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e408883cd26a00fc3a1bcc4b1bcd73f7f8d05cb9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_3/index_tensor([2533, 2533])_group_3_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 somber, painterly scene with dramatic black-and-white contrasts and rich, deep shadows. It envisions a tightly framed shot starting at a high angle and gradually tilting downward to focus on a figure who slumps in a chair, with a portrait of utter defeat, shoulders rounded, head bent, and a face marked by despair. The description also mentions expensive, heavy makeup that is ruined, thick black mascara with tear marks, smeared and cracked lipstick, wide but empty eyes staring into the distance, a blank mask of sorrow, sitting before a large, modern ring light whose circular shape is a cold, dark silhouette, with unlit bulbs like dead eyes, and a harsh, critical light from one side carving features against oppressive darkness.\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. The imagery remains legible with decent detail, but there are noticeable inconsistencies in sharpness and some artifacts that affect perceived clarity. The lighting contributes to a moody atmosphere, yet it does not consistently deliver the dramatic, high-contrast look described in the prompt. Overall, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—somber mood, black-and-white presentation, and a seated figure with a subdued posture. However, several specific details are underrepresented or missing (e.g., the exact makeup condition, the precise camera movement, and the distinctive ring-light motif). The alignment is adequate but not strong, reflecting a moderate level of fidelity to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible human proportions and a believable seated pose, with lighting and shadows generally coherent. There are minor inconsistencies in lighting direction and shadow placement across frames, which slightly undermine perfect physical realism. Overall, physical consistency is acceptable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.4375,
+ "MQ": 2.859375,
+ "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 somber, painterly scene with dramatic black-and-white contrasts and rich, deep shadows. It envisions a tightly framed shot starting at a high angle and gradually tilting downward to focus on a figure who slumps in a chair, with a portrait of utter defeat, shoulders rounded, head bent, and a face marked by despair. The description also mentions expensive, heavy makeup that is ruined, thick black mascara with tear marks, smeared and cracked lipstick, wide but empty eyes staring into the distance, a blank mask of sorrow, sitting before a large, modern ring light whose circular shape is a cold, dark silhouette, with unlit bulbs like dead eyes, and a harsh, critical light from one side carving features against oppressive darkness.\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. The imagery remains legible with decent detail, but there are noticeable inconsistencies in sharpness and some artifacts that affect perceived clarity. The lighting contributes to a moody atmosphere, yet it does not consistently deliver the dramatic, high-contrast look described in the prompt. Overall, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—somber mood, black-and-white presentation, and a seated figure with a subdued posture. However, several specific details are underrepresented or missing (e.g., the exact makeup condition, the precise camera movement, and the distinctive ring-light motif). The alignment is adequate but not strong, reflecting a moderate level of fidelity to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible human proportions and a believable seated pose, with lighting and shadows generally coherent. There are minor inconsistencies in lighting direction and shadow placement across frames, which slightly undermine perfect physical realism. Overall, physical consistency is acceptable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a somber, painterly style defined by dramatic black-and-white contrasts and rich, deep shadows, a tightly framed shot begins at a high angle, then slowly and deliberately tilts downward to lock onto a once-charming figure. They slump in a chair, their pose a portrait of utter defeat, their shoulders rounded, their heads bent slightly forward. Their faces are a canvas of despair, their once-perfect hairstyles now tangled in limp braids. Expensive, heavy makeup is tragically ruined; thick black mascara leaves visible tear marks on their pale cheeks, while bold lipstick is smeared and cracked around their mouths. Their eyes, wide but completely empty, stare absently into the middle distance, their expressions a blank mask of sorrow. They sit directly in front of a large, modern ring light, its circular shape a cold, black silhouette in the darkness, its unlit bulbs like dead eyes, mocking their own extinguished light. The oppressive darkness of the room enveloped them, only a harsh, critical light shone from one side carving their features out of the darkness, casting long, twisted shadows that crept up the wall behind them, emphasizing the tangible, stifling atmosphere of their inner collapse.",
+ "seed": 16468,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_3/index_2533_seed_16468_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.375,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.875,
+ "avg": 8.859375,
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+ "question": "In a somber, painterly style defined by dramatic black-and-white contrasts and rich, deep shadows, a tightly framed shot begins at a high angle, then slowly and deliberately tilts downward to lock onto a once-charming figure. They slump in a chair, their pose a portrait of utter defeat, their shoulders rounded, their heads bent slightly forward. Their faces are a canvas of despair, their once-perfect hairstyles now tangled in limp braids. Expensive, heavy makeup is tragically ruined; thick black mascara leaves visible tear marks on their pale cheeks, while bold lipstick is smeared and cracked around their mouths. Their eyes, wide but completely empty, stare absently into the middle distance, their expressions a blank mask of sorrow. They sit directly in front of a large, modern ring light, its circular shape a cold, black silhouette in the darkness, its unlit bulbs like dead eyes, mocking their own extinguished light. The oppressive darkness of the room enveloped them, only a harsh, critical light shone from one side carving their features out of the darkness, casting long, twisted shadows that crept up the wall behind them, emphasizing the tangible, stifling atmosphere of their inner collapse.",
+ "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 somber, painterly scene with dramatic black-and-white contrasts and rich, deep shadows. It envisions a tightly framed shot starting at a high angle and gradually tilting downward to focus on a figure who slumps in a chair, with a portrait of despair, tangled hair, and heavy makeup that has run or smudged. The setting includes a large, modern ring light and a harsh, critical light from one side, creating long, twisted shadows and an oppressive mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some grain and mild softness, and the black-and-white contrast remains strong. There are occasional minor artifacts and slight inconsistencies in lighting across frames, but no severe distortions or instability. The sequence maintains a cohesive aesthetic, though it does not reach high-fidelity sharpness throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the somber, painterly vibe, the dramatic contrast, and the general composition described. The high-angle start and the downward tilt are present, and the figure’s posture and expression convey despair. Some specific details—such as the exact state of the hair, makeup, and the precise timing of the tilt—are not perfectly matched, but the core elements align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The figure’s proportions and the spatial relationships appear plausible, and the lighting direction roughly matches the described setup. However, there are minor inconsistencies in lighting intensity and shadow behavior across frames, which prevent a higher level of realism. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.421875,
+ "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 somber, painterly scene with dramatic black-and-white contrasts and rich, deep shadows. It envisions a tightly framed shot starting at a high angle and gradually tilting downward to focus on a figure who slumps in a chair, with a portrait of despair, tangled hair, and heavy makeup that has run or smudged. The setting includes a large, modern ring light and a harsh, critical light from one side, creating long, twisted shadows and an oppressive mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some grain and mild softness, and the black-and-white contrast remains strong. There are occasional minor artifacts and slight inconsistencies in lighting across frames, but no severe distortions or instability. The sequence maintains a cohesive aesthetic, though it does not reach high-fidelity sharpness throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the somber, painterly vibe, the dramatic contrast, and the general composition described. The high-angle start and the downward tilt are present, and the figure’s posture and expression convey despair. Some specific details—such as the exact state of the hair, makeup, and the precise timing of the tilt—are not perfectly matched, but the core elements align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The figure’s proportions and the spatial relationships appear plausible, and the lighting direction roughly matches the described setup. However, there are minor inconsistencies in lighting intensity and shadow behavior across frames, which prevent a higher level of realism. Overall, the scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 16469,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_3/index_2533_seed_16469_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.5625,
+ "video_score2_overall": 10.3125,
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+ "question": "In a somber, painterly style defined by dramatic black-and-white contrasts and rich, deep shadows, a tightly framed shot begins at a high angle, then slowly and deliberately tilts downward to lock onto a once-charming figure. They slump in a chair, their pose a portrait of utter defeat, their shoulders rounded, their heads bent slightly forward. Their faces are a canvas of despair, their once-perfect hairstyles now tangled in limp braids. Expensive, heavy makeup is tragically ruined; thick black mascara leaves visible tear marks on their pale cheeks, while bold lipstick is smeared and cracked around their mouths. Their eyes, wide but completely empty, stare absently into the middle distance, their expressions a blank mask of sorrow. They sit directly in front of a large, modern ring light, its circular shape a cold, black silhouette in the darkness, its unlit bulbs like dead eyes, mocking their own extinguished light. The oppressive darkness of the room enveloped them, only a harsh, critical light shone from one side carving their features out of the darkness, casting long, twisted shadows that crept up the wall behind them, emphasizing the tangible, stifling atmosphere of their inner collapse.",
+ "token_credit_reward": 10.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a somber, painterly scene with dramatic black-and-white contrasts and rich, deep shadows. It envisions a tightly framed shot starting at a high angle, tilting downward to focus on a figure who slumps in a chair, with a portrait of utter defeat, a canvas of despair, and expensive, heavily smudged makeup. The subject sits before a large, modern ring light whose circular shape is a cold, dark silhouette, with unlit bulbs like dead eyes and a harsh, critical light from one side carving features against oppressive darkness.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid overall. The imagery maintains good contrast and a moody, cinematic feel, with consistent lighting and a convincing metallic/industrial backdrop. The makeup is detailed and convincingly smeared, and the framing remains coherent across shots. There are occasional minor softness or compression artifacts in some frames, but these do not significantly detract from the overall impression. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—somber mood, dramatic lighting, and close-up emphasis on the face with detailed makeup. However, certain aspects are not fully realized: the exact camera movement (high angle tilting downward) is not clearly demonstrated, and the presence of a chair is not consistently established. The alignment is moderate rather than perfect, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, lighting logic, and spatial relationships, with no obvious physical contradictions. Some minor ambiguities in background geometry and prop placement exist, but they do not undermine overall coherence. This supports a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.15625,
+ "TA": 3.578125,
+ "MQ": 3.5625,
+ "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 somber, painterly scene with dramatic black-and-white contrasts and rich, deep shadows. It envisions a tightly framed shot starting at a high angle, tilting downward to focus on a figure who slumps in a chair, with a portrait of utter defeat, a canvas of despair, and expensive, heavily smudged makeup. The subject sits before a large, modern ring light whose circular shape is a cold, dark silhouette, with unlit bulbs like dead eyes and a harsh, critical light from one side carving features against oppressive darkness.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid overall. The imagery maintains good contrast and a moody, cinematic feel, with consistent lighting and a convincing metallic/industrial backdrop. The makeup is detailed and convincingly smeared, and the framing remains coherent across shots. There are occasional minor softness or compression artifacts in some frames, but these do not significantly detract from the overall impression. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—somber mood, dramatic lighting, and close-up emphasis on the face with detailed makeup. However, certain aspects are not fully realized: the exact camera movement (high angle tilting downward) is not clearly demonstrated, and the presence of a chair is not consistently established. The alignment is moderate rather than perfect, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, lighting logic, and spatial relationships, with no obvious physical contradictions. Some minor ambiguities in background geometry and prop placement exist, but they do not undermine overall coherence. This supports a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a somber, painterly style defined by dramatic black-and-white contrasts and rich, deep shadows, a tightly framed shot begins at a high angle, then slowly and deliberately tilts downward to lock onto a once-charming figure. They slump in a chair, their pose a portrait of utter defeat, their shoulders rounded, their heads bent slightly forward. Their faces are a canvas of despair, their once-perfect hairstyles now tangled in limp braids. Expensive, heavy makeup is tragically ruined; thick black mascara leaves visible tear marks on their pale cheeks, while bold lipstick is smeared and cracked around their mouths. Their eyes, wide but completely empty, stare absently into the middle distance, their expressions a blank mask of sorrow. They sit directly in front of a large, modern ring light, its circular shape a cold, black silhouette in the darkness, its unlit bulbs like dead eyes, mocking their own extinguished light. The oppressive darkness of the room enveloped them, only a harsh, critical light shone from one side carving their features out of the darkness, casting long, twisted shadows that crept up the wall behind them, emphasizing the tangible, stifling atmosphere of their inner collapse.",
+ "seed": 16470,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_3/index_2533_seed_16470_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": 3.25,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a somber, painterly style defined by dramatic black-and-white contrasts and rich, deep shadows, a tightly framed shot begins at a high angle, then slowly and deliberately tilts downward to lock onto a once-charming figure. They slump in a chair, their pose a portrait of utter defeat, their shoulders rounded, their heads bent slightly forward. Their faces are a canvas of despair, their once-perfect hairstyles now tangled in limp braids. Expensive, heavy makeup is tragically ruined; thick black mascara leaves visible tear marks on their pale cheeks, while bold lipstick is smeared and cracked around their mouths. Their eyes, wide but completely empty, stare absently into the middle distance, their expressions a blank mask of sorrow. They sit directly in front of a large, modern ring light, its circular shape a cold, black silhouette in the darkness, its unlit bulbs like dead eyes, mocking their own extinguished light. The oppressive darkness of the room enveloped them, only a harsh, critical light shone from one side carving their features out of the darkness, casting long, twisted shadows that crept up the wall behind them, emphasizing the tangible, stifling atmosphere of their inner collapse.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a somber, painterly scene with dramatic black-and-white contrasts and rich, deep shadows. It envisions a tightly framed shot starting at a high angle and gradually tilting downward to focus on a figure who slumps in a chair, with a portrait of utter defeat, a canvas of despair, and a face marked by heavy makeup and a bleak expression. The setting includes a large, modern ring light, a darkened room, and a harsh, critical light from one side, with long, twisted shadows on the wall behind.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear subject visibility, with consistent lighting and a convincing black-and-white aesthetic. There are no major distortions or artifacts, and the composition remains stable across shots. However, there are occasional minor softness and slight noise in some frames, which prevents a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a high-contrast monochrome look, a downward tilt toward the subject, a figure slumped in a chair, and a portrait of despair with heavy makeup. The large circular ring light and the dark, moody environment are present, and the lighting dynamics create the intended dramatic effect. A few nuanced details (e.g., exact timing of the tilt, or the precise depiction of the makeup’s emotional weight) are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible anatomy and physics, with believable makeup application and lighting interactions. There are no glaring inconsistencies, though minor lighting-shadow nuances and subtle makeup texture variations 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": 3.25,
+ "TA": 3.359375,
+ "MQ": 3.015625,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a somber, painterly scene with dramatic black-and-white contrasts and rich, deep shadows. It envisions a tightly framed shot starting at a high angle and gradually tilting downward to focus on a figure who slumps in a chair, with a portrait of utter defeat, a canvas of despair, and a face marked by heavy makeup and a bleak expression. The setting includes a large, modern ring light, a darkened room, and a harsh, critical light from one side, with long, twisted shadows on the wall behind.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear subject visibility, with consistent lighting and a convincing black-and-white aesthetic. There are no major distortions or artifacts, and the composition remains stable across shots. However, there are occasional minor softness and slight noise in some frames, which prevents a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a high-contrast monochrome look, a downward tilt toward the subject, a figure slumped in a chair, and a portrait of despair with heavy makeup. The large circular ring light and the dark, moody environment are present, and the lighting dynamics create the intended dramatic effect. A few nuanced details (e.g., exact timing of the tilt, or the precise depiction of the makeup’s emotional weight) are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible anatomy and physics, with believable makeup application and lighting interactions. There are no glaring inconsistencies, though minor lighting-shadow nuances and subtle makeup texture variations 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_4/index_tensor([1420, 1420])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_4/index_tensor([1420, 1420])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..997bba2ce77e937cf75e8aa5b026009b9694d6fc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_4/index_tensor([1420, 1420])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The scene begins with a close-up shot from a level angle, focusing on a woman with a gentle, slightly melancholic expression. Her long, raven-black hair flows like a waterfall, a few strands gently brushing against her softly contoured face. A subtle sadness lingers in her clear eyes. She wears a simple white silk dress, the material shimmering softly under the light from behind. Then, the camera begins to pull back in an extremely slow and steady rhythm. As the camera pans, the background behind her gradually becomes clear, revealing a shimmering galaxy, a delicate digital artwork. This galaxy is not a physical cosmic scene, but rather a woven fabric of countless shimmering geometric points of light, flowing energy lines, and translucent data streams, swirling and blending within it. Deep blue, mysterious purple, and fiery gold swirl and merge. As her figure shrinks against the vast cosmic backdrop, her outline becomes translucent, and the edges of her white dress gradually disintegrate into countless tiny points of light, drifting away like stardust. Ultimately, her physical form completely dissipated, gently merging into the swirling nebula of code and light, leaving behind only a faint humanoid shadow, which then vanished. Under the cool light of the digital galaxy, the entire scene created a tranquil, dreamy, and poetic atmosphere with a hint of fate.",
+ "seed": 11422,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_4/index_1420_seed_11422_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.703125,
+ "video_score2_ta": 3.921875,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.625,
+ "avg": 9.640625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The scene begins with a close-up shot from a level angle, focusing on a woman with a gentle, slightly melancholic expression. Her long, raven-black hair flows like a waterfall, a few strands gently brushing against her softly contoured face. A subtle sadness lingers in her clear eyes. She wears a simple white silk dress, the material shimmering softly under the light from behind. Then, the camera begins to pull back in an extremely slow and steady rhythm. As the camera pans, the background behind her gradually becomes clear, revealing a shimmering galaxy, a delicate digital artwork. This galaxy is not a physical cosmic scene, but rather a woven fabric of countless shimmering geometric points of light, flowing energy lines, and translucent data streams, swirling and blending within it. Deep blue, mysterious purple, and fiery gold swirl and merge. As her figure shrinks against the vast cosmic backdrop, her outline becomes translucent, and the edges of her white dress gradually disintegrate into countless tiny points of light, drifting away like stardust. Ultimately, her physical form completely dissipated, gently merging into the swirling nebula of code and light, leaving behind only a faint humanoid shadow, which then vanished. Under the cool light of the digital galaxy, the entire scene created a tranquil, dreamy, and poetic atmosphere with a hint of fate.",
+ "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 sequence where a woman with a gentle, slightly melancholic expression and flowing hair appears in a close-up, followed by a gradual camera pull-back revealing a cosmic, digital-artwork background with swirling energy and light. The figure becomes translucent as she dissolves into the nebula of code and light, leaving behind only a faint humanoid shadow that vanishes under the cool light of the digital galaxy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, with the subject clearly visible and the cosmic background richly detailed. However, there are occasional minor artifacts and slight softness in some frames, preventing a higher rating. Transitions between frames are smooth, and the contrast between the figure and the background remains readable throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: the close-up of the woman with flowing hair, the gradual camera pull-back, and the reveal of the cosmic digital background with its swirling energy. The figure's gradual dissolution into the nebula aligns with the described transformation, and the mood matches the tranquil, dreamy tone. Minor deviations exist in the exact timing of the dissolution and in the precise interpretation of the fabric-like quality of the dress, but these do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows a coherent artistic logic: the figure remains recognizable while becoming increasingly translucent, and the interaction with the cosmic background is plausible within the fantasy context. Some aspects, such as the precise fabric behavior and the timing of disappearance, are stylized rather than physically literal, which is acceptable given the imaginative premise.\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": 3.921875,
+ "MQ": 3.015625,
+ "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 where a woman with a gentle, slightly melancholic expression and flowing hair appears in a close-up, followed by a gradual camera pull-back revealing a cosmic, digital-artwork background with swirling energy and light. The figure becomes translucent as she dissolves into the nebula of code and light, leaving behind only a faint humanoid shadow that vanishes under the cool light of the digital galaxy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, with the subject clearly visible and the cosmic background richly detailed. However, there are occasional minor artifacts and slight softness in some frames, preventing a higher rating. Transitions between frames are smooth, and the contrast between the figure and the background remains readable throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: the close-up of the woman with flowing hair, the gradual camera pull-back, and the reveal of the cosmic digital background with its swirling energy. The figure's gradual dissolution into the nebula aligns with the described transformation, and the mood matches the tranquil, dreamy tone. Minor deviations exist in the exact timing of the dissolution and in the precise interpretation of the fabric-like quality of the dress, but these do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows a coherent artistic logic: the figure remains recognizable while becoming increasingly translucent, and the interaction with the cosmic background is plausible within the fantasy context. Some aspects, such as the precise fabric behavior and the timing of disappearance, are stylized rather than physically literal, which is acceptable given the imaginative premise.\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": 11423,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_4/index_1420_seed_11423_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.875,
+ "avg": 9.890625,
+ "reward_records": [
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+ "question": "The scene begins with a close-up shot from a level angle, focusing on a woman with a gentle, slightly melancholic expression. Her long, raven-black hair flows like a waterfall, a few strands gently brushing against her softly contoured face. A subtle sadness lingers in her clear eyes. She wears a simple white silk dress, the material shimmering softly under the light from behind. Then, the camera begins to pull back in an extremely slow and steady rhythm. As the camera pans, the background behind her gradually becomes clear, revealing a shimmering galaxy, a delicate digital artwork. This galaxy is not a physical cosmic scene, but rather a woven fabric of countless shimmering geometric points of light, flowing energy lines, and translucent data streams, swirling and blending within it. Deep blue, mysterious purple, and fiery gold swirl and merge. As her figure shrinks against the vast cosmic backdrop, her outline becomes translucent, and the edges of her white dress gradually disintegrate into countless tiny points of light, drifting away like stardust. Ultimately, her physical form completely dissipated, gently merging into the swirling nebula of code and light, leaving behind only a faint humanoid shadow, which then vanished. Under the cool light of the digital galaxy, the entire scene created a tranquil, dreamy, and poetic atmosphere with a hint of fate.",
+ "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 sequence where a woman with a gentle, slightly melancholic expression and flowing raven-black hair transitions from a close-up to a wider view against a shimmering cosmic backdrop. The description includes a gradual dissipation of the figure into a galaxy of points of light, ending with a faint humanoid shadow that vanishes as the scene blends into the nebula of code and light.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, with the subject clearly visible in the initial close-up. However, there are noticeable issues in the later portions: mild blur and some loss of fine detail, occasional compression artifacts, and color grading inconsistencies in the cosmic segments. The transition from the figure to the cosmic background is present but not perfectly seamless, resulting in a middling overall impression rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: the woman’s appearance, the close-up framing, the gradual camera pull-back, and the emergence of the cosmic backdrop with its shimmering geometry. The core narrative arc—moving from a defined human form to an indistinct, luminous presence—is well represented. Minor deviations exist in the exact timing of the dissipation and in the precise blending with the nebula, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows a plausible progression from a tangible figure to a luminous, ethereal state, with the figure becoming translucent and merging into the cosmic backdrop. While the concept remains coherent, some aspects rely on artistic interpretation rather than strict physical realism, and the final disappearance into the nebula is presented as a stylized transition rather than a literal physical event.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
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+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 3.90625,
+ "MQ": 3.09375,
+ "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 sequence where a woman with a gentle, slightly melancholic expression and flowing raven-black hair transitions from a close-up to a wider view against a shimmering cosmic backdrop. The description includes a gradual dissipation of the figure into a galaxy of points of light, ending with a faint humanoid shadow that vanishes as the scene blends into the nebula of code and light.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, with the subject clearly visible in the initial close-up. However, there are noticeable issues in the later portions: mild blur and some loss of fine detail, occasional compression artifacts, and color grading inconsistencies in the cosmic segments. The transition from the figure to the cosmic background is present but not perfectly seamless, resulting in a middling overall impression rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: the woman’s appearance, the close-up framing, the gradual camera pull-back, and the emergence of the cosmic backdrop with its shimmering geometry. The core narrative arc—moving from a defined human form to an indistinct, luminous presence—is well represented. Minor deviations exist in the exact timing of the dissipation and in the precise blending with the nebula, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows a plausible progression from a tangible figure to a luminous, ethereal state, with the figure becoming translucent and merging into the cosmic backdrop. While the concept remains coherent, some aspects rely on artistic interpretation rather than strict physical realism, and the final disappearance into the nebula is presented as a stylized transition rather than a literal physical event.\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": 11424,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_4/index_1420_seed_11424_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.421875,
+ "video_score2_ta": 3.875,
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+ "video_score2_overall": 9.375,
+ "avg": 9.328125,
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+ "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 sequence where a woman with long dark hair and a white dress appears in a close-up, followed by a gradual camera pull-back revealing a cosmic, digital-artwork background. The figure becomes translucent as she fades into the nebula of code and light, leaving behind a faint humanoid shadow that vanishes under the cool light of the galaxy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, with the subject clearly visible in early shots. There is some mild softness and occasional minor artifacts, but no severe distortions or abrupt frame-to-frame jumps. Transitions between frames are reasonably smooth, and the cosmic background remains visually engaging without overpowering the subject. The rendering supports the intended artistic effect, though it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman with long dark hair in a close-up, a gradual camera pull-back, and a transition into a cosmic, digital-artwork background. The figure becomes translucent and integrates with the nebula, aligning with the described sequence. Minor deviations exist in the exact timing of the transition and in the precise integration of the figure with the background, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows a coherent artistic logic: the figure gradually dissolves into the cosmic backdrop, with edges blending into points of light and a smooth vanishing into the nebula. While not physically literal, the progression maintains internal coherence and a plausible narrative flow within the digital-art 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": {
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+ "TA": 3.875,
+ "MQ": 3.03125,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence where a woman with long dark hair and a white dress appears in a close-up, followed by a gradual camera pull-back revealing a cosmic, digital-artwork background. The figure becomes translucent as she fades into the nebula of code and light, leaving behind a faint humanoid shadow that vanishes under the cool light of the galaxy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, with the subject clearly visible in early shots. There is some mild softness and occasional minor artifacts, but no severe distortions or abrupt frame-to-frame jumps. Transitions between frames are reasonably smooth, and the cosmic background remains visually engaging without overpowering the subject. The rendering supports the intended artistic effect, though it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman with long dark hair in a close-up, a gradual camera pull-back, and a transition into a cosmic, digital-artwork background. The figure becomes translucent and integrates with the nebula, aligning with the described sequence. Minor deviations exist in the exact timing of the transition and in the precise integration of the figure with the background, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence follows a coherent artistic logic: the figure gradually dissolves into the cosmic backdrop, with edges blending into points of light and a smooth vanishing into the nebula. While not physically literal, the progression maintains internal coherence and a plausible narrative flow within the digital-art framework.\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": 11425,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_4/index_1420_seed_11425_dp_9_rank_18_sample_3_slot_1.mp4",
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+ "question": "The scene begins with a close-up shot from a level angle, focusing on a woman with a gentle, slightly melancholic expression. Her long, raven-black hair flows like a waterfall, a few strands gently brushing against her softly contoured face. A subtle sadness lingers in her clear eyes. She wears a simple white silk dress, the material shimmering softly under the light from behind. Then, the camera begins to pull back in an extremely slow and steady rhythm. As the camera pans, the background behind her gradually becomes clear, revealing a shimmering galaxy, a delicate digital artwork. This galaxy is not a physical cosmic scene, but rather a woven fabric of countless shimmering geometric points of light, flowing energy lines, and translucent data streams, swirling and blending within it. Deep blue, mysterious purple, and fiery gold swirl and merge. As her figure shrinks against the vast cosmic backdrop, her outline becomes translucent, and the edges of her white dress gradually disintegrate into countless tiny points of light, drifting away like stardust. Ultimately, her physical form completely dissipated, gently merging into the swirling nebula of code and light, leaving behind only a faint humanoid shadow, which then vanished. Under the cool light of the digital galaxy, the entire scene created a tranquil, dreamy, and poetic atmosphere with a hint of fate.",
+ "token_credit_reward": 9.5625,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 0,
+ 2,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence where a woman with long black hair and a white dress appears in a close-up, followed by a gradual camera pull-back revealing a cosmic digital background. The description includes the figure becoming translucent, edges disintegrating into points of light, and a final dissolution into the nebula of code and light, leaving a faint shadow before vanishing under cool galaxy lighting.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, with the subject clearly visible and the cosmic background well-rendered. However, there are occasional minor softness and slight color/contrast fluctuations across frames that prevent a higher rating. No major artifacts or distortions are evident, and transitions between frames appear smooth enough to support the described progression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: the woman’s appearance, the close-up framing, the gradual camera pull-back, and the reveal of the cosmic digital background. The sequence conveys the intended mood and progression toward dissolution, though some finer details of edge disintegration and the exact timing of the final fade are not perfectly matched throughout.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction of the figure becoming translucent and merging with the cosmic environment follows a plausible fantasy logic, and the lighting remains coherent with the digital galaxy setting. Some aspects of the dissolution and the precise interaction between the figure and the background are not fully explicit, leaving room for interpretation while maintaining internal 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": 2.765625,
+ "TA": 3.78125,
+ "MQ": 3.0,
+ "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 sequence where a woman with long black hair and a white dress appears in a close-up, followed by a gradual camera pull-back revealing a cosmic digital background. The description includes the figure becoming translucent, edges disintegrating into points of light, and a final dissolution into the nebula of code and light, leaving a faint shadow before vanishing under cool galaxy lighting.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, with the subject clearly visible and the cosmic background well-rendered. However, there are occasional minor softness and slight color/contrast fluctuations across frames that prevent a higher rating. No major artifacts or distortions are evident, and transitions between frames appear smooth enough to support the described progression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: the woman’s appearance, the close-up framing, the gradual camera pull-back, and the reveal of the cosmic digital background. The sequence conveys the intended mood and progression toward dissolution, though some finer details of edge disintegration and the exact timing of the final fade are not perfectly matched throughout.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The depiction of the figure becoming translucent and merging with the cosmic environment follows a plausible fantasy logic, and the lighting remains coherent with the digital galaxy setting. Some aspects of the dissolution and the precise interaction between the figure and the background are not fully explicit, leaving room for interpretation while maintaining internal coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_6/index_tensor([5420, 5420])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_6/index_tensor([5420, 5420])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..824581cb6c26c7a4fe908c0eee576b9589a48fec
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_6/index_tensor([5420, 5420])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up, static shot, set at water level, brings the viewer uncomfortably close to its subject. Sharp focus is locked on the menacing eye of a massive crocodile: a cold, unblinking golden orb with a razor-thin, vertical black pupil that seems to absorb all light. The surrounding skin is a rugged, ancient landscape of thick, leathery scales, scarred and weathered, with beads clinging to deep crevices. Just beneath the murky, algae-filled surface, a massive, powerful body coils, its dark, mossy green and brown bone hide forming a formidable ridge that hints at the creature's immense size. The water is a still, opaque broth of sediment and decaying leaves, disturbed only by the faintest ripples emanating from the creature's underwater form. Spotted, damp sunlight filters through the unseen jungle canopy, casting shifting, high-contrast patterns of light and shadow across the crocodile's damp fur and the water's surface. The creature remains in absolute, deliberate stillness, a terrifying potential energy about to overtake it, creating an atmosphere of raw tension and breathless suspense.",
+ "seed": 27393,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_6/index_5420_seed_27393_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": 3.28125,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot, set at water level, brings the viewer uncomfortably close to its subject. Sharp focus is locked on the menacing eye of a massive crocodile: a cold, unblinking golden orb with a razor-thin, vertical black pupil that seems to absorb all light. The surrounding skin is a rugged, ancient landscape of thick, leathery scales, scarred and weathered, with beads clinging to deep crevices. Just beneath the murky, algae-filled surface, a massive, powerful body coils, its dark, mossy green and brown bone hide forming a formidable ridge that hints at the creature's immense size. The water is a still, opaque broth of sediment and decaying leaves, disturbed only by the faintest ripples emanating from the creature's underwater form. Spotted, damp sunlight filters through the unseen jungle canopy, casting shifting, high-contrast patterns of light and shadow across the crocodile's damp fur and the water's surface. The creature remains in absolute, deliberate stillness, a terrifying potential energy about to overtake it, creating an atmosphere of raw tension and breathless suspense.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
+ "frame_importance": [
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+ 0.26363974809646606,
+ 0.49708014726638794
+ ],
+ "credit_map": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot at water level featuring a menacing crocodile with sharp focus on the eye, detailed skin texture, and an intimidating presence. The video largely follows this setup but does not fully realize the extreme close-up or the described lighting dynamics; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the crocodile’s features (scales, eye, and water interaction). However, there are noticeable limitations: some frames exhibit mild softness, minor compression artifacts, and occasional color/contrast inconsistencies. The sequence feels relatively static with limited motion, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close proximity to the subject, water-level perspective, and a visible eye with a dark pupil. Yet key aspects are underrepresented: the full body is not shown, lighting effects such as spotted sunlight filtering through canopy are absent, and the sense of an imminent, overwhelming presence is not strongly conveyed. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nAnatomy and environmental interaction appear plausible: the crocodile’s proportions, scale texture, and water contact look believable, with no obvious physical contradictions. The scene remains coherent and consistent with real-world expectations, yielding a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.9375,
+ "MQ": 3.28125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot at water level featuring a menacing crocodile with sharp focus on the eye, detailed skin texture, and an intimidating presence. The video largely follows this setup but does not fully realize the extreme close-up or the described lighting dynamics; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the crocodile’s features (scales, eye, and water interaction). However, there are noticeable limitations: some frames exhibit mild softness, minor compression artifacts, and occasional color/contrast inconsistencies. The sequence feels relatively static with limited motion, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close proximity to the subject, water-level perspective, and a visible eye with a dark pupil. Yet key aspects are underrepresented: the full body is not shown, lighting effects such as spotted sunlight filtering through canopy are absent, and the sense of an imminent, overwhelming presence is not strongly conveyed. The alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nAnatomy and environmental interaction appear plausible: the crocodile’s proportions, scale texture, and water contact look believable, with no obvious physical contradictions. The scene remains coherent and consistent with real-world expectations, yielding a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 27394,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_6/index_5420_seed_27394_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.4375,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 9.375,
+ "avg": 9.34375,
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+ "question": "An extreme close-up, static shot, set at water level, brings the viewer uncomfortably close to its subject. Sharp focus is locked on the menacing eye of a massive crocodile: a cold, unblinking golden orb with a razor-thin, vertical black pupil that seems to absorb all light. The surrounding skin is a rugged, ancient landscape of thick, leathery scales, scarred and weathered, with beads clinging to deep crevices. Just beneath the murky, algae-filled surface, a massive, powerful body coils, its dark, mossy green and brown bone hide forming a formidable ridge that hints at the creature's immense size. The water is a still, opaque broth of sediment and decaying leaves, disturbed only by the faintest ripples emanating from the creature's underwater form. Spotted, damp sunlight filters through the unseen jungle canopy, casting shifting, high-contrast patterns of light and shadow across the crocodile's damp fur and the water's surface. The creature remains in absolute, deliberate stillness, a terrifying potential energy about to overtake it, creating an atmosphere of raw tension and breathless suspense.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot at water level featuring a massive crocodile with a golden eye, thick leathery scales, and an intimidating presence. While the frames capture several key elements (close-up framing, water-level perspective, visible eye), the overall depiction does not fully realize the described intensity or the full environmental context. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the crocodile’s features, but the sequence reads as largely static with minimal motion between frames. This limited temporal variation reduces perceived realism and engagement, even though individual frames remain reasonably sharp and artifact-free. Overall, visual quality is moderate due to the lack of dynamic progression despite solid frame fidelity.\n\nText-to-Video Alignment Analysis:\nCore elements from the prompt are present—extreme close-up, water-level positioning, and a visible eye. However, several atmospheric and environmental details are underrepresented, resulting in only partial fidelity to the intended scene. The alignment is acceptable but not comprehensive.\n\nPhysical/Common-sense Consistency:\nAnatomy and lighting cues are plausible, with realistic eye placement and skin texture. Yet the absence of motion and environmental context reduces the sense of a living, breathing ecosystem, making the scene feel somewhat artificial. Overall, physical consistency is moderate.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.4375,
+ "TA": 2.53125,
+ "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 an extreme close-up, static shot at water level featuring a massive crocodile with a golden eye, thick leathery scales, and an intimidating presence. While the frames capture several key elements (close-up framing, water-level perspective, visible eye), the overall depiction does not fully realize the described intensity or the full environmental context. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the crocodile’s features, but the sequence reads as largely static with minimal motion between frames. This limited temporal variation reduces perceived realism and engagement, even though individual frames remain reasonably sharp and artifact-free. Overall, visual quality is moderate due to the lack of dynamic progression despite solid frame fidelity.\n\nText-to-Video Alignment Analysis:\nCore elements from the prompt are present—extreme close-up, water-level positioning, and a visible eye. However, several atmospheric and environmental details are underrepresented, resulting in only partial fidelity to the intended scene. The alignment is acceptable but not comprehensive.\n\nPhysical/Common-sense Consistency:\nAnatomy and lighting cues are plausible, with realistic eye placement and skin texture. Yet the absence of motion and environmental context reduces the sense of a living, breathing ecosystem, making the scene feel somewhat artificial. Overall, physical consistency is moderate.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, static shot, set at water level, brings the viewer uncomfortably close to its subject. Sharp focus is locked on the menacing eye of a massive crocodile: a cold, unblinking golden orb with a razor-thin, vertical black pupil that seems to absorb all light. The surrounding skin is a rugged, ancient landscape of thick, leathery scales, scarred and weathered, with beads clinging to deep crevices. Just beneath the murky, algae-filled surface, a massive, powerful body coils, its dark, mossy green and brown bone hide forming a formidable ridge that hints at the creature's immense size. The water is a still, opaque broth of sediment and decaying leaves, disturbed only by the faintest ripples emanating from the creature's underwater form. Spotted, damp sunlight filters through the unseen jungle canopy, casting shifting, high-contrast patterns of light and shadow across the crocodile's damp fur and the water's surface. The creature remains in absolute, deliberate stillness, a terrifying potential energy about to overtake it, creating an atmosphere of raw tension and breathless suspense.",
+ "seed": 27395,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_6/index_5420_seed_27395_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 3.359375,
+ "video_score2_overall": 9.3125,
+ "avg": 9.28125,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot at water level featuring a menacing crocodile with a golden eye and detailed environmental context. While the frames capture several key elements (close-up framing, water-level perspective, visible eye), the overall depiction does not fully realize the described intensity or the full range of environmental cues. The alignment is moderate rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear eye details and textured skin, but the sequence appears largely static with minimal motion between frames. This limited temporal variation reduces perceived video quality, even though individual frames remain reasonably sharp. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nCore elements such as the extreme close-up, water-level viewpoint, and the prominent eye are present, but several atmospheric and environmental aspects from the prompt are underrepresented. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Analysis:\nAnatomy and environmental interactions appear plausible, with believable eye positioning, skin texture, and water interaction. However, the lack of dynamic movement and some missing contextual cues reduce the sense of realism, keeping Physical Consistency at a moderate level (score 3).\n\nFinal Assessment:\nOverall, each dimension aligns with a moderate score (3). The video demonstrates competent technical rendering of the subject and environment but falls short of delivering the full narrative depth and dynamic storytelling 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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+ },
+ "soft_scores": {
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+ "TA": 2.8125,
+ "MQ": 3.359375,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot at water level featuring a menacing crocodile with a golden eye and detailed environmental context. While the frames capture several key elements (close-up framing, water-level perspective, visible eye), the overall depiction does not fully realize the described intensity or the full range of environmental cues. The alignment is moderate rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear eye details and textured skin, but the sequence appears largely static with minimal motion between frames. This limited temporal variation reduces perceived video quality, even though individual frames remain reasonably sharp. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nCore elements such as the extreme close-up, water-level viewpoint, and the prominent eye are present, but several atmospheric and environmental aspects from the prompt are underrepresented. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Analysis:\nAnatomy and environmental interactions appear plausible, with believable eye positioning, skin texture, and water interaction. However, the lack of dynamic movement and some missing contextual cues reduce the sense of realism, keeping Physical Consistency at a moderate level (score 3).\n\nFinal Assessment:\nOverall, each dimension aligns with a moderate score (3). The video demonstrates competent technical rendering of the subject and environment but falls short of delivering the full narrative depth and dynamic storytelling 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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+ "seed": 27396,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_6/index_5420_seed_27396_dp_13_rank_26_sample_3_slot_1.mp4",
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+ "video_score2_overall": 7.59375,
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+ "question": "An extreme close-up, static shot, set at water level, brings the viewer uncomfortably close to its subject. Sharp focus is locked on the menacing eye of a massive crocodile: a cold, unblinking golden orb with a razor-thin, vertical black pupil that seems to absorb all light. The surrounding skin is a rugged, ancient landscape of thick, leathery scales, scarred and weathered, with beads clinging to deep crevices. Just beneath the murky, algae-filled surface, a massive, powerful body coils, its dark, mossy green and brown bone hide forming a formidable ridge that hints at the creature's immense size. The water is a still, opaque broth of sediment and decaying leaves, disturbed only by the faintest ripples emanating from the creature's underwater form. Spotted, damp sunlight filters through the unseen jungle canopy, casting shifting, high-contrast patterns of light and shadow across the crocodile's damp fur and the water's surface. The creature remains in absolute, deliberate stillness, a terrifying potential energy about to overtake it, creating an atmosphere of raw tension and breathless suspense.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, static shot, set at water level, brings the viewer uncomfortably close to its subject. Sharp focus is locked on the menacing eye of a massive crocodile: a cold, unblinking golden orb with a razor-thin, vertical black pupil that seems to absorb all light. The surrounding skin is a rugged, ancient landscape of thick, leathery scales, scarred and weathered, with beads clinging to deep crevices. Just beneath the murky, algae-filled surface, a massive, powerful body coils, its dark, mossy green and brown bone hide forming a formidable ridge that hints at the creature's immense size. The water is a still, opaque broth of sediment and decaying leaves, disturbed only by the faintest ripples emanating from the creature's underwater form. Spotted, damp sunlight filters through the unseen jungle canopy, casting shifting, high-contrast patterns of light and shadow across the crocodile's damp fur and the water's surface. The creature remains in absolute, deliberate stillness, a terrifying potential energy about to overtake it, creating an atmosphere of raw tension and breathless suspense.\"\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. There is some blur and softness that reduce fine detail, but the scene remains identifiable as a crocodile near water. The resolution is not high, yet the subject is discernible and the composition stays coherent. Lighting and contrast vary between frames, contributing to a slightly inconsistent look, though there are no severe distortions or artifacts. Overall, the video presents a mid-range visual quality rather than a pristine render.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close proximity to the subject, water-level framing, and a visible eye region. However, key descriptive details are underrepresented: the eye’s golden coloration and pronounced vertical pupil are not clearly conveyed, and the intricate scale texture and weathering are not consistently rendered. The scene communicates the intended mood to a degree, but the alignment with the detailed textual imagery is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and environmental context: the crocodile’s form, the water setting, and lighting cues align with real-world expectations. While some fine-grained textures and shading are simplified, the overall physical behavior and scene logic remain coherent, yielding a reasonable level of common-sense consistency.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.171875,
+ "TA": 2.328125,
+ "MQ": 3.09375,
+ "Overall": 7.59375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, static shot, set at water level, brings the viewer uncomfortably close to its subject. Sharp focus is locked on the menacing eye of a massive crocodile: a cold, unblinking golden orb with a razor-thin, vertical black pupil that seems to absorb all light. The surrounding skin is a rugged, ancient landscape of thick, leathery scales, scarred and weathered, with beads clinging to deep crevices. Just beneath the murky, algae-filled surface, a massive, powerful body coils, its dark, mossy green and brown bone hide forming a formidable ridge that hints at the creature's immense size. The water is a still, opaque broth of sediment and decaying leaves, disturbed only by the faintest ripples emanating from the creature's underwater form. Spotted, damp sunlight filters through the unseen jungle canopy, casting shifting, high-contrast patterns of light and shadow across the crocodile's damp fur and the water's surface. The creature remains in absolute, deliberate stillness, a terrifying potential energy about to overtake it, creating an atmosphere of raw tension and breathless suspense.\"\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. There is some blur and softness that reduce fine detail, but the scene remains identifiable as a crocodile near water. The resolution is not high, yet the subject is discernible and the composition stays coherent. Lighting and contrast vary between frames, contributing to a slightly inconsistent look, though there are no severe distortions or artifacts. Overall, the video presents a mid-range visual quality rather than a pristine render.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close proximity to the subject, water-level framing, and a visible eye region. However, key descriptive details are underrepresented: the eye’s golden coloration and pronounced vertical pupil are not clearly conveyed, and the intricate scale texture and weathering are not consistently rendered. The scene communicates the intended mood to a degree, but the alignment with the detailed textual imagery is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and environmental context: the crocodile’s form, the water setting, and lighting cues align with real-world expectations. While some fine-grained textures and shading are simplified, the overall physical behavior and scene logic remain coherent, yielding a reasonable level of common-sense consistency.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_7/index_tensor([9763, 9763])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_7/index_tensor([9763, 9763])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..79021fe3e65ab03a761169b0c0478d79d40ee1de
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_7/index_tensor([9763, 9763])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "wide, low-angle, stationary shot captures the Yellow River's majestic grandeur with striking perspective. In the foreground, the thick, muddy, ochre-yellow water surges forward with unstoppable force, its surface swirling with vast eddies and stirring up layers of turbid waves. The steep, loess-lined banks on either side form two powerful diagonal lines, their weathered textures strikingly clear in the diffuse light of the overcast sky. Sparse, withered grass dotted across them, adding a sense of desolation. These two leading lines steadily and firmly draw the viewer's eye deep into the frame, to the distant horizon where the river blurs into the gray-white skyline. The entire scene is enveloped in a desaturated ochre hue. Absent bright spots of light, the light is even and heavy, creating an epic atmosphere imbued with a solemnity, awe, and a sense of primal power.",
+ "seed": 21216,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_7/index_9763_seed_21216_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": 3.328125,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 9.9375,
+ "avg": 9.921875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide, low-angle, stationary shot captures the Yellow River's majestic grandeur with striking perspective. In the foreground, the thick, muddy, ochre-yellow water surges forward with unstoppable force, its surface swirling with vast eddies and stirring up layers of turbid waves. The steep, loess-lined banks on either side form two powerful diagonal lines, their weathered textures strikingly clear in the diffuse light of the overcast sky. Sparse, withered grass dotted across them, adding a sense of desolation. These two leading lines steadily and firmly draw the viewer's eye deep into the frame, to the distant horizon where the river blurs into the gray-white skyline. The entire scene is enveloped in a desaturated ochre hue. Absent bright spots of light, the light is even and heavy, creating an epic atmosphere imbued with a solemnity, awe, and a sense of primal power.",
+ "token_credit_reward": 9.9375,
+ "selected_reward": 9.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle, stationary shot capturing the Yellow River's majestic grandeur with striking perspective. It envisions thick, muddy, orange-yellow water surging forward with force, a surface with swirling eddies and layers of turbid waves, steep loess-lined banks forming two powerful diagonal lines, weathered textures clearly visible in diffuse overcast light, sparse withered grass across the banks, a desolate mood, and a distant horizon where the river blends into a gray-white skyline. The scene should be enveloped in a desaturated orange hue with even, heavy lighting that conveys epic atmosphere and primal power.\n\nVisual Quality Assessment:\nAcross the frames, the video presents a coherent view of a river landscape. The resolution is adequate but not high, with some softness in fine details. The color palette remains consistently desaturated toward orange-brown tones, and the lighting stays diffuse and steady, matching the overcast setting. There are no obvious distortions or artifacts, and the sequence appears stable without abrupt changes. Overall, the visual quality is moderate rather than exceptional, reflecting a mid-range level of detail and sharpness.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with several core elements of the prompt: a wide, low-angle composition; a stationary viewpoint; a river with muddy, orange-brown water; prominent banks forming a V-shape; diffuse, overcast lighting; and a desolate atmosphere. However, certain aspects are less pronounced: the water’s dynamic energy (surging forward, swirling eddies, and visible turbulence) is not strongly demonstrated, and the texture of the banks is present but not highly detailed. The overall alignment is solid but not perfect, corresponding to a moderate score.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the river flows through a canyon-like terrain with appropriate scale relationships between water, banks, and vegetation. Lighting and atmospheric conditions are consistent with an overcast environment, and there are no evident violations of basic physics or common-sense expectations. The depiction is coherent and believable, though not exceptionally vivid in terms of dynamic realism.\n\nOverall assessment:\nThe video achieves a balanced, mid-range performance across all three dimensions, with moderate visual quality, reasonable alignment to the prompt, and solid 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": 3.328125,
+ "TA": 3.109375,
+ "MQ": 3.484375,
+ "Overall": 9.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle, stationary shot capturing the Yellow River's majestic grandeur with striking perspective. It envisions thick, muddy, orange-yellow water surging forward with force, a surface with swirling eddies and layers of turbid waves, steep loess-lined banks forming two powerful diagonal lines, weathered textures clearly visible in diffuse overcast light, sparse withered grass across the banks, a desolate mood, and a distant horizon where the river blends into a gray-white skyline. The scene should be enveloped in a desaturated orange hue with even, heavy lighting that conveys epic atmosphere and primal power.\n\nVisual Quality Assessment:\nAcross the frames, the video presents a coherent view of a river landscape. The resolution is adequate but not high, with some softness in fine details. The color palette remains consistently desaturated toward orange-brown tones, and the lighting stays diffuse and steady, matching the overcast setting. There are no obvious distortions or artifacts, and the sequence appears stable without abrupt changes. Overall, the visual quality is moderate rather than exceptional, reflecting a mid-range level of detail and sharpness.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with several core elements of the prompt: a wide, low-angle composition; a stationary viewpoint; a river with muddy, orange-brown water; prominent banks forming a V-shape; diffuse, overcast lighting; and a desolate atmosphere. However, certain aspects are less pronounced: the water’s dynamic energy (surging forward, swirling eddies, and visible turbulence) is not strongly demonstrated, and the texture of the banks is present but not highly detailed. The overall alignment is solid but not perfect, corresponding to a moderate score.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the river flows through a canyon-like terrain with appropriate scale relationships between water, banks, and vegetation. Lighting and atmospheric conditions are consistent with an overcast environment, and there are no evident violations of basic physics or common-sense expectations. The depiction is coherent and believable, though not exceptionally vivid in terms of dynamic realism.\n\nOverall assessment:\nThe video achieves a balanced, mid-range performance across all three dimensions, with moderate visual quality, reasonable alignment to the prompt, and solid physical consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide, low-angle, stationary shot captures the Yellow River's majestic grandeur with striking perspective. In the foreground, the thick, muddy, ochre-yellow water surges forward with unstoppable force, its surface swirling with vast eddies and stirring up layers of turbid waves. The steep, loess-lined banks on either side form two powerful diagonal lines, their weathered textures strikingly clear in the diffuse light of the overcast sky. Sparse, withered grass dotted across them, adding a sense of desolation. These two leading lines steadily and firmly draw the viewer's eye deep into the frame, to the distant horizon where the river blurs into the gray-white skyline. The entire scene is enveloped in a desaturated ochre hue. Absent bright spots of light, the light is even and heavy, creating an epic atmosphere imbued with a solemnity, awe, and a sense of primal power.",
+ "seed": 21217,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_7/index_9763_seed_21217_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 2.90625,
+ "video_score2_mq": 4.125,
+ "video_score2_overall": 10.1875,
+ "avg": 10.203125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "wide, low-angle, stationary shot captures the Yellow River's majestic grandeur with striking perspective. In the foreground, the thick, muddy, ochre-yellow water surges forward with unstoppable force, its surface swirling with vast eddies and stirring up layers of turbid waves. The steep, loess-lined banks on either side form two powerful diagonal lines, their weathered textures strikingly clear in the diffuse light of the overcast sky. Sparse, withered grass dotted across them, adding a sense of desolation. These two leading lines steadily and firmly draw the viewer's eye deep into the frame, to the distant horizon where the river blurs into the gray-white skyline. The entire scene is enveloped in a desaturated ochre hue. Absent bright spots of light, the light is even and heavy, creating an epic atmosphere imbued with a solemnity, awe, and a sense of primal power.",
+ "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. 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 wide, low-angle, stationary shot capturing the Yellow River's majestic grandeur with striking perspective. It envisions thick, muddy, orange-yellow water surging forward with force, a surface swirling with eddies and waves, steep loess-lined banks forming two powerful diagonal lines, weathered textures clearly visible, diffuse light from an overcast sky, sparse withered grass across the banks, a desolate mood, and a distant horizon where the river blends into a gray-white skyline. The scene should be enveloped in a desaturated orange hue with even, heavy lighting that conveys epic atmosphere and primal power.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and stable. The resolution is adequate but not high, with a consistent warm orange-brown palette and a muted overall tone. Lighting remains diffuse and steady, and there are no obvious distortions or artifacts. The sequence appears smooth and steady, with minimal camera movement, which supports a calm, documentary-like presentation. Overall, the visual quality is solid and coherent, though it does not reach high-end sharpness or cinematic polish.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt (wide framing, low-angle impression, stationary viewpoint, presence of a large river, and a desolate landscape). However, key aspects are underrepresented: the water does not appear thick and turbulent; the surface lacks pronounced swirling or dynamic wave patterns; the banks do not display the described steep, weathered loess features; and the distant horizon blending into a gray-white skyline is not clearly depicted. The result is a moderate level of alignment overall, with some core aspects present but many specifics missing.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: water flow and coloration are believable for a muddy river, and the terrain and lighting are coherent with an overcast environment. There are no evident violations of basic physics or common-sense expectations. The overall realism is credible, though stylization or simplifications may reduce fine-grained realism.\n\nOverall assessment:\nThe video presents a coherent and credible depiction with solid visual quality and reasonable physical consistency, while alignment to the textual prompt is moderate due to missing or underrepresented details.\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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+ "TA": 3,
+ "MQ": 4
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+ "soft_scores": {
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+ "MQ": 4.125,
+ "Overall": 10.1875
+ }
+ }
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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 wide, low-angle, stationary shot capturing the Yellow River's majestic grandeur with striking perspective. It envisions thick, muddy, orange-yellow water surging forward with force, a surface swirling with eddies and waves, steep loess-lined banks forming two powerful diagonal lines, weathered textures clearly visible, diffuse light from an overcast sky, sparse withered grass across the banks, a desolate mood, and a distant horizon where the river blends into a gray-white skyline. The scene should be enveloped in a desaturated orange hue with even, heavy lighting that conveys epic atmosphere and primal power.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and stable. The resolution is adequate but not high, with a consistent warm orange-brown palette and a muted overall tone. Lighting remains diffuse and steady, and there are no obvious distortions or artifacts. The sequence appears smooth and steady, with minimal camera movement, which supports a calm, documentary-like presentation. Overall, the visual quality is solid and coherent, though it does not reach high-end sharpness or cinematic polish.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt (wide framing, low-angle impression, stationary viewpoint, presence of a large river, and a desolate landscape). However, key aspects are underrepresented: the water does not appear thick and turbulent; the surface lacks pronounced swirling or dynamic wave patterns; the banks do not display the described steep, weathered loess features; and the distant horizon blending into a gray-white skyline is not clearly depicted. The result is a moderate level of alignment overall, with some core aspects present but many specifics missing.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: water flow and coloration are believable for a muddy river, and the terrain and lighting are coherent with an overcast environment. There are no evident violations of basic physics or common-sense expectations. The overall realism is credible, though stylization or simplifications may reduce fine-grained realism.\n\nOverall assessment:\nThe video presents a coherent and credible depiction with solid visual quality and reasonable physical consistency, while alignment to the textual prompt is moderate due to missing or underrepresented details.\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": 21218,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_7/index_9763_seed_21218_dp_15_rank_30_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.125,
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+ "video_score2_overall": 10.5,
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+ "question": "wide, low-angle, stationary shot captures the Yellow River's majestic grandeur with striking perspective. In the foreground, the thick, muddy, ochre-yellow water surges forward with unstoppable force, its surface swirling with vast eddies and stirring up layers of turbid waves. The steep, loess-lined banks on either side form two powerful diagonal lines, their weathered textures strikingly clear in the diffuse light of the overcast sky. Sparse, withered grass dotted across them, adding a sense of desolation. These two leading lines steadily and firmly draw the viewer's eye deep into the frame, to the distant horizon where the river blurs into the gray-white skyline. The entire scene is enveloped in a desaturated ochre hue. Absent bright spots of light, the light is even and heavy, creating an epic atmosphere imbued with a solemnity, awe, and a sense of primal power.",
+ "token_credit_reward": 10.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle, stationary shot capturing the Yellow River's majestic grandeur with striking perspective. It envisions thick, muddy, orange-yellow water surging forward with force, a surface swirling with eddies and stirring up layers of turbid waves. The scene should show steep, loess-lined banks forming two powerful diagonal lines, weathered textures clearly visible in diffuse overcast light, sparse withered grass across the banks, and a desolate atmosphere as the river blends into the distant horizon with a desaturated orange hue and even, heavy lighting that conveys epic scale and primal power.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality overall. The resolution is adequate, with stable framing and minimal artifacts. The color palette remains consistently desaturated toward the orange-brown spectrum, and lighting stays diffuse and steady across shots. There is some mild softness in fine details, but no major distortions or abrupt changes. Overall, the visuals are coherent and credible, though not exceptionally sharp or cinematic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video presents a wide, low-angle view and a stationary camera, which aligns with several prompt elements. However, key aspects such as the dramatic energy of the water, the pronounced swirling and turbulence, and the intensity implied by the description are underrepresented. The scene conveys a calm, steady depiction rather than the dynamic, forceful imagery described, resulting in a mid-level alignment score.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: water flow appears natural, banks and terrain look geologically reasonable, and lighting remains consistent with an overcast setting. There are no obvious violations of basic physics or common-sense expectations. The overall realism is solid, though the lack of dynamic motion reduces the perceived impact.\n\nOverall assessment:\nThe video demonstrates competent technical execution with solid visual quality and believable physical consistency, but it does not fully realize the dramatic, turbulent essence of the described scene.\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": 3.328125,
+ "TA": 3.125,
+ "MQ": 4.09375,
+ "Overall": 10.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle, stationary shot capturing the Yellow River's majestic grandeur with striking perspective. It envisions thick, muddy, orange-yellow water surging forward with force, a surface swirling with eddies and stirring up layers of turbid waves. The scene should show steep, loess-lined banks forming two powerful diagonal lines, weathered textures clearly visible in diffuse overcast light, sparse withered grass across the banks, and a desolate atmosphere as the river blends into the distant horizon with a desaturated orange hue and even, heavy lighting that conveys epic scale and primal power.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality overall. The resolution is adequate, with stable framing and minimal artifacts. The color palette remains consistently desaturated toward the orange-brown spectrum, and lighting stays diffuse and steady across shots. There is some mild softness in fine details, but no major distortions or abrupt changes. Overall, the visuals are coherent and credible, though not exceptionally sharp or cinematic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video presents a wide, low-angle view and a stationary camera, which aligns with several prompt elements. However, key aspects such as the dramatic energy of the water, the pronounced swirling and turbulence, and the intensity implied by the description are underrepresented. The scene conveys a calm, steady depiction rather than the dynamic, forceful imagery described, resulting in a mid-level alignment score.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: water flow appears natural, banks and terrain look geologically reasonable, and lighting remains consistent with an overcast setting. There are no obvious violations of basic physics or common-sense expectations. The overall realism is solid, though the lack of dynamic motion reduces the perceived impact.\n\nOverall assessment:\nThe video demonstrates competent technical execution with solid visual quality and believable physical consistency, but it does not fully realize the dramatic, turbulent essence of the described scene.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "wide, low-angle, stationary shot captures the Yellow River's majestic grandeur with striking perspective. In the foreground, the thick, muddy, ochre-yellow water surges forward with unstoppable force, its surface swirling with vast eddies and stirring up layers of turbid waves. The steep, loess-lined banks on either side form two powerful diagonal lines, their weathered textures strikingly clear in the diffuse light of the overcast sky. Sparse, withered grass dotted across them, adding a sense of desolation. These two leading lines steadily and firmly draw the viewer's eye deep into the frame, to the distant horizon where the river blurs into the gray-white skyline. The entire scene is enveloped in a desaturated ochre hue. Absent bright spots of light, the light is even and heavy, creating an epic atmosphere imbued with a solemnity, awe, and a sense of primal power.",
+ "seed": 21219,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_7/index_9763_seed_21219_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.546875,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 3.859375,
+ "video_score2_overall": 10.4375,
+ "avg": 10.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide, low-angle, stationary shot captures the Yellow River's majestic grandeur with striking perspective. In the foreground, the thick, muddy, ochre-yellow water surges forward with unstoppable force, its surface swirling with vast eddies and stirring up layers of turbid waves. The steep, loess-lined banks on either side form two powerful diagonal lines, their weathered textures strikingly clear in the diffuse light of the overcast sky. Sparse, withered grass dotted across them, adding a sense of desolation. These two leading lines steadily and firmly draw the viewer's eye deep into the frame, to the distant horizon where the river blurs into the gray-white skyline. The entire scene is enveloped in a desaturated ochre hue. Absent bright spots of light, the light is even and heavy, creating an epic atmosphere imbued with a solemnity, awe, and a sense of primal power.",
+ "token_credit_reward": 10.4375,
+ "selected_reward": 10.4375,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a wide, low-angle, stationary shot capturing the Yellow River's majestic grandeur with striking perspective. It envisions thick, muddy, orange-yellow water surging forward with force, a surface swirling with eddies and waves, steep loess-lined banks forming two powerful diagonal lines, weathered textures clearly visible in diffuse overcast light, sparse withered grass across the banks, a desolate mood, and a distant horizon where the river blends into a gray-white skyline. The scene should be enveloped in a desaturated orange hue with even, heavy lighting that conveys epic atmosphere and primal power.\n\nVisual Quality Assessment:\nThe frames show decent resolution with some softness and mild blur, but overall clarity remains acceptable. The sequence appears stable with minimal camera shake, and there are no obvious distortions or artifacts. The color palette stays within warm orange-brown tones consistent with the description. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a wide, low-angle, stationary view of a river with a broad, forceful appearance and a desolate landscape. The core elements—majestic scale, diagonal banks, and a muted orange-brown palette—are well captured. Some finer details such as explicit water turbulence and the precise texture of the banks are not fully realized, but the overall alignment is strong. Therefore, the alignment score is high (4).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the river flows through a canyon-like setting with coherent lighting and atmospheric conditions. There are no evident inconsistencies in scale, perspective, or material properties, supporting a high level of common-sense consistency (score 4).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\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": {
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+ "TA": 3.015625,
+ "MQ": 3.859375,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "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 wide, low-angle, stationary shot capturing the Yellow River's majestic grandeur with striking perspective. It envisions thick, muddy, orange-yellow water surging forward with force, a surface swirling with eddies and waves, steep loess-lined banks forming two powerful diagonal lines, weathered textures clearly visible in diffuse overcast light, sparse withered grass across the banks, a desolate mood, and a distant horizon where the river blends into a gray-white skyline. The scene should be enveloped in a desaturated orange hue with even, heavy lighting that conveys epic atmosphere and primal power.\n\nVisual Quality Assessment:\nThe frames show decent resolution with some softness and mild blur, but overall clarity remains acceptable. The sequence appears stable with minimal camera shake, and there are no obvious distortions or artifacts. The color palette stays within warm orange-brown tones consistent with the description. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a wide, low-angle, stationary view of a river with a broad, forceful appearance and a desolate landscape. The core elements—majestic scale, diagonal banks, and a muted orange-brown palette—are well captured. Some finer details such as explicit water turbulence and the precise texture of the banks are not fully realized, but the overall alignment is strong. Therefore, the alignment score is high (4).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the river flows through a canyon-like setting with coherent lighting and atmospheric conditions. There are no evident inconsistencies in scale, perspective, or material properties, supporting a high level of common-sense consistency (score 4).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_9/index_tensor([818, 818])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_9/index_tensor([818, 818])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1400c9844095d82f98e19170a8a8cc0875c7d98d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_9/index_tensor([818, 818])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 23132,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_9/index_818_seed_23132_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
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+ "video_score2_ta": 3.0,
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+ "avg": 9.203125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a documentary-style medium close-up, the camera slowly inched closer on a female scientist in her forties, her dark hair adorned with a few silver braids, pulled back into a practical bun. Thin-framed glasses perched on her nose, she wore a simple gray turtleneck sweater over a crisp white lab coat. As she worked on the antistatic mat on her workbench, she leaned forward in concentration, her brow furrowed slightly. The robot's faceplate was a smooth matte white polymer, but the side panels had been removed, revealing a breathtakingly complex mesh of gleaming microservos, bundled fiber optics, and polished copper wires. With unwavering precision, the scientist carefully positioned a tiny, iridescent microchip on the exposed green circuit board with a pair of pointed tweezers in her right hand, her left hand steady to illuminate the intricate task. The surrounding lab was a blur of organized chaos: trays of components stacked on shelves, softly glowing green readouts on endoscopes, and out-of-focus schematics on a large monitor in the background. The scene is lit by a cool, unfocused overhead fluorescent light cut by the warm, focused cone of light from her task lamp, creating a dramatic interplay of light and shadow that accentuates the texture of the metal components and the focused determination on her face. The atmosphere is one of profound, quiet focus, capturing a pivotal moment of creation at the cutting edge of technology.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a documentary-style medium close-up featuring a female scientist in her forties with dark hair in a practical bun, wearing thin-framed glasses and a gray turtleneck over a white lab coat. She works on a robot with a white faceplate and exposed internal components, using tweezers while the scene is lit by a task lamp and a cool overhead light, conveying a focused, high-tech workflow.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and workspace, with consistent lighting and believable color balance. There are no major distortions or artifacts, and the scene remains coherent across frames. However, the sequence exhibits limited motion dynamics and some minor softness in fine details, which prevents 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 female scientist in her forties with dark hair in a practical bun, wearing glasses, and dressed in a white lab coat over a gray top. The robot with a white faceplate and visible internal components is present, along with the use of tweezers and the task-lamp lighting. Some specifics—such as the exact shade of clothing under the coat and certain background details—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 actions and interactions appear plausible within a laboratory context, and the scene maintains believable spatial relationships and tool handling. A few minor inconsistencies in background cues or lighting nuances prevent a higher score, though nothing undermines overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.0,
+ "MQ": 3.25,
+ "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 documentary-style medium close-up featuring a female scientist in her forties with dark hair in a practical bun, wearing thin-framed glasses and a gray turtleneck over a white lab coat. She works on a robot with a white faceplate and exposed internal components, using tweezers while the scene is lit by a task lamp and a cool overhead light, conveying a focused, high-tech workflow.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and workspace, with consistent lighting and believable color balance. There are no major distortions or artifacts, and the scene remains coherent across frames. However, the sequence exhibits limited motion dynamics and some minor softness in fine details, which prevents 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 female scientist in her forties with dark hair in a practical bun, wearing glasses, and dressed in a white lab coat over a gray top. The robot with a white faceplate and visible internal components is present, along with the use of tweezers and the task-lamp lighting. Some specifics—such as the exact shade of clothing under the coat and certain background details—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 actions and interactions appear plausible within a laboratory context, and the scene maintains believable spatial relationships and tool handling. A few minor inconsistencies in background cues or lighting nuances prevent a higher score, though nothing undermines overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 23133,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_9/index_818_seed_23133_dp_18_rank_36_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 documentary-style medium close-up featuring a female scientist in her forties with dark hair in a practical bun, wearing thin-framed glasses and a gray turtleneck over a white lab coat. She works on a green circuit board on a workbench, using tweezers to position a microchip while the scene shows a high-tech lab with organized components and ambient lighting. The description emphasizes precise hand movements, a focused expression, and a dramatic interplay of light and shadow to convey technical sophistication.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the subject and workspace, with consistent lighting and color balance across shots. There are no major distortions or artifacts, and the depth-of-field effect appears intentional. However, minor softness and occasional slight noise in some frames prevent a higher rating, so the overall impression remains acceptable rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a female scientist in a laboratory setting, with a medium close-up framing, visible glasses, and a white lab coat. The general activity—working on a circuit board with tweezers—matches the described task. Some specific details diverge: the hair styling is not clearly shown as a bun with silver braids, and the robot component details differ from the prompt’s description (the robot’s faceplate and exposed internal mesh are not clearly depicted). Despite these deviations, the core elements align well, yielding a high-but-not-perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible laboratory behavior and tool handling, with believable interactions between the scientist and equipment. However, there are minor inconsistencies in how certain tools are used and how the robot components are presented, which prevents a stronger claim of perfect common-sense alignment.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 2.796875,
+ "MQ": 3.203125,
+ "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 documentary-style medium close-up featuring a female scientist in her forties with dark hair in a practical bun, wearing thin-framed glasses and a gray turtleneck over a white lab coat. She works on a green circuit board on a workbench, using tweezers to position a microchip while the scene shows a high-tech lab with organized components and ambient lighting. The description emphasizes precise hand movements, a focused expression, and a dramatic interplay of light and shadow to convey technical sophistication.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the subject and workspace, with consistent lighting and color balance across shots. There are no major distortions or artifacts, and the depth-of-field effect appears intentional. However, minor softness and occasional slight noise in some frames prevent a higher rating, so the overall impression remains acceptable rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a female scientist in a laboratory setting, with a medium close-up framing, visible glasses, and a white lab coat. The general activity—working on a circuit board with tweezers—matches the described task. Some specific details diverge: the hair styling is not clearly shown as a bun with silver braids, and the robot component details differ from the prompt’s description (the robot’s faceplate and exposed internal mesh are not clearly depicted). Despite these deviations, the core elements align well, yielding a high-but-not-perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible laboratory behavior and tool handling, with believable interactions between the scientist and equipment. However, there are minor inconsistencies in how certain tools are used and how the robot components are presented, which prevents a stronger claim of perfect common-sense alignment.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a documentary-style medium close-up, the camera slowly inched closer on a female scientist in her forties, her dark hair adorned with a few silver braids, pulled back into a practical bun. Thin-framed glasses perched on her nose, she wore a simple gray turtleneck sweater over a crisp white lab coat. As she worked on the antistatic mat on her workbench, she leaned forward in concentration, her brow furrowed slightly. The robot's faceplate was a smooth matte white polymer, but the side panels had been removed, revealing a breathtakingly complex mesh of gleaming microservos, bundled fiber optics, and polished copper wires. With unwavering precision, the scientist carefully positioned a tiny, iridescent microchip on the exposed green circuit board with a pair of pointed tweezers in her right hand, her left hand steady to illuminate the intricate task. The surrounding lab was a blur of organized chaos: trays of components stacked on shelves, softly glowing green readouts on endoscopes, and out-of-focus schematics on a large monitor in the background. The scene is lit by a cool, unfocused overhead fluorescent light cut by the warm, focused cone of light from her task lamp, creating a dramatic interplay of light and shadow that accentuates the texture of the metal components and the focused determination on her face. The atmosphere is one of profound, quiet focus, capturing a pivotal moment of creation at the cutting edge of technology.",
+ "seed": 23134,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_9/index_818_seed_23134_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.765625,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.75,
+ "avg": 8.796875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a documentary-style medium close-up, the camera slowly inched closer on a female scientist in her forties, her dark hair adorned with a few silver braids, pulled back into a practical bun. Thin-framed glasses perched on her nose, she wore a simple gray turtleneck sweater over a crisp white lab coat. As she worked on the antistatic mat on her workbench, she leaned forward in concentration, her brow furrowed slightly. The robot's faceplate was a smooth matte white polymer, but the side panels had been removed, revealing a breathtakingly complex mesh of gleaming microservos, bundled fiber optics, and polished copper wires. With unwavering precision, the scientist carefully positioned a tiny, iridescent microchip on the exposed green circuit board with a pair of pointed tweezers in her right hand, her left hand steady to illuminate the intricate task. The surrounding lab was a blur of organized chaos: trays of components stacked on shelves, softly glowing green readouts on endoscopes, and out-of-focus schematics on a large monitor in the background. The scene is lit by a cool, unfocused overhead fluorescent light cut by the warm, focused cone of light from her task lamp, creating a dramatic interplay of light and shadow that accentuates the texture of the metal components and the focused determination on her face. The atmosphere is one of profound, quiet focus, capturing a pivotal moment of creation at the cutting edge of technology.",
+ "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 documentary-style medium close-up featuring a female scientist in her forties with dark hair in a practical bun, wearing thin-framed glasses and a gray turtleneck under a white lab coat. She works on a circuit board in a tech-lab setting, with a robot component visible and a focus on precise, careful handling of small parts. The scene emphasizes a high-tech environment with organized equipment and a dramatic lighting setup.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and workspace, with consistent lighting and color balance. There are no major distortions or artifacts, and the scene remains coherent across frames. However, the quality does not reach high-end realism; minor softness and slight inconsistencies prevent a top-tier rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a female scientist in a lab-like setting, wearing glasses and a white lab coat over a gray turtleneck, working on a circuit board with a robot component present. The framing and actions align with the described task, and the environment conveys a high-tech workspace. Some finer details (e.g., exact hairstyle styling or precise microchip manipulation) may be less clearly depicted, but the main narrative and visual cues closely match the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between the scientist and the components, with believable body language and tool handling. However, there are minor inconsistencies in scale, grip, or spatial relationships that prevent a higher level of realism. Overall, the depiction remains coherent and credible within the scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.9375,
+ "MQ": 3.09375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a documentary-style medium close-up featuring a female scientist in her forties with dark hair in a practical bun, wearing thin-framed glasses and a gray turtleneck under a white lab coat. She works on a circuit board in a tech-lab setting, with a robot component visible and a focus on precise, careful handling of small parts. The scene emphasizes a high-tech environment with organized equipment and a dramatic lighting setup.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and workspace, with consistent lighting and color balance. There are no major distortions or artifacts, and the scene remains coherent across frames. However, the quality does not reach high-end realism; minor softness and slight inconsistencies prevent a top-tier rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a female scientist in a lab-like setting, wearing glasses and a white lab coat over a gray turtleneck, working on a circuit board with a robot component present. The framing and actions align with the described task, and the environment conveys a high-tech workspace. Some finer details (e.g., exact hairstyle styling or precise microchip manipulation) may be less clearly depicted, but the main narrative and visual cues closely match the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between the scientist and the components, with believable body language and tool handling. However, there are minor inconsistencies in scale, grip, or spatial relationships that prevent a higher level of realism. Overall, the depiction remains coherent and credible within the scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a documentary-style medium close-up, the camera slowly inched closer on a female scientist in her forties, her dark hair adorned with a few silver braids, pulled back into a practical bun. Thin-framed glasses perched on her nose, she wore a simple gray turtleneck sweater over a crisp white lab coat. As she worked on the antistatic mat on her workbench, she leaned forward in concentration, her brow furrowed slightly. The robot's faceplate was a smooth matte white polymer, but the side panels had been removed, revealing a breathtakingly complex mesh of gleaming microservos, bundled fiber optics, and polished copper wires. With unwavering precision, the scientist carefully positioned a tiny, iridescent microchip on the exposed green circuit board with a pair of pointed tweezers in her right hand, her left hand steady to illuminate the intricate task. The surrounding lab was a blur of organized chaos: trays of components stacked on shelves, softly glowing green readouts on endoscopes, and out-of-focus schematics on a large monitor in the background. The scene is lit by a cool, unfocused overhead fluorescent light cut by the warm, focused cone of light from her task lamp, creating a dramatic interplay of light and shadow that accentuates the texture of the metal components and the focused determination on her face. The atmosphere is one of profound, quiet focus, capturing a pivotal moment of creation at the cutting edge of technology.",
+ "seed": 23135,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000008/group_9/index_818_seed_23135_dp_19_rank_38_sample_3_slot_1.mp4",
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+ "question": "In a documentary-style medium close-up, the camera slowly inched closer on a female scientist in her forties, her dark hair adorned with a few silver braids, pulled back into a practical bun. Thin-framed glasses perched on her nose, she wore a simple gray turtleneck sweater over a crisp white lab coat. As she worked on the antistatic mat on her workbench, she leaned forward in concentration, her brow furrowed slightly. The robot's faceplate was a smooth matte white polymer, but the side panels had been removed, revealing a breathtakingly complex mesh of gleaming microservos, bundled fiber optics, and polished copper wires. With unwavering precision, the scientist carefully positioned a tiny, iridescent microchip on the exposed green circuit board with a pair of pointed tweezers in her right hand, her left hand steady to illuminate the intricate task. The surrounding lab was a blur of organized chaos: trays of components stacked on shelves, softly glowing green readouts on endoscopes, and out-of-focus schematics on a large monitor in the background. The scene is lit by a cool, unfocused overhead fluorescent light cut by the warm, focused cone of light from her task lamp, creating a dramatic interplay of light and shadow that accentuates the texture of the metal components and the focused determination on her face. The atmosphere is one of profound, quiet focus, capturing a pivotal moment of creation at the cutting edge of technology.",
+ "token_credit_reward": 9.0625,
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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 documentary-style medium close-up featuring a female scientist in her forties with dark hair and a practical bun, wearing thin-framed glasses and a gray turtleneck over a white lab coat. She works on a circuit board on an antistatic mat, leaning forward with a focused expression while handling a tiny microchip with tweezers. The scene includes a white robot with exposed internal components, a blurred lab environment with equipment, and lighting that emphasizes the task. The overall mood is one of concentrated technical work at the cutting edge of technology.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and key elements, with consistent lighting and color balance. There are no major distortions or artifacts, and the depth-of-field effect appears intentional. However, some fine details—such as small components and precise hand movements—are not consistently sharp across all frames, and occasional minor softness or compression artifacts reduce perceived clarity. The sequence remains coherent and stable, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a female scientist in her forties with dark hair and glasses, wearing a white lab coat over a gray top, working on a circuit board in a laboratory setting, with a white robot component visible. The medium close-up framing and the act of positioning a microchip with tweezers align with the description. Some finer details—such as exact styling nuances and certain background specifics—are not perfectly matched, but the essential narrative and actions align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between the scientist, tools, and components, with believable spatial relationships and lighting. However, there are minor inconsistencies in scale, grip, or tool handling that prevent a higher level of realism. Overall, the depiction remains credible 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": 2.6875,
+ "TA": 3.171875,
+ "MQ": 3.203125,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a documentary-style medium close-up featuring a female scientist in her forties with dark hair and a practical bun, wearing thin-framed glasses and a gray turtleneck over a white lab coat. She works on a circuit board on an antistatic mat, leaning forward with a focused expression while handling a tiny microchip with tweezers. The scene includes a white robot with exposed internal components, a blurred lab environment with equipment, and lighting that emphasizes the task. The overall mood is one of concentrated technical work at the cutting edge of technology.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and key elements, with consistent lighting and color balance. There are no major distortions or artifacts, and the depth-of-field effect appears intentional. However, some fine details—such as small components and precise hand movements—are not consistently sharp across all frames, and occasional minor softness or compression artifacts reduce perceived clarity. The sequence remains coherent and stable, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a female scientist in her forties with dark hair and glasses, wearing a white lab coat over a gray top, working on a circuit board in a laboratory setting, with a white robot component visible. The medium close-up framing and the act of positioning a microchip with tweezers align with the description. Some finer details—such as exact styling nuances and certain background specifics—are not perfectly matched, but the essential narrative and actions align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between the scientist, tools, and components, with believable spatial relationships and lighting. However, there are minor inconsistencies in scale, grip, or tool handling that prevent a higher level of realism. Overall, the depiction remains credible and coherent, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_0/index_tensor([3909, 3909])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_0/index_tensor([3909, 3909])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5af4dd7e57e5fe8df5a4ba51279d70e1b114fbdf
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_0/index_tensor([3909, 3909])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 11218,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_0/index_3909_seed_11218_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": 4.0625,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 11.5625,
+ "avg": 11.546875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up shot from a slightly overhead angle, the camera held still, focuses on a pink lotus blossoming in a morning pond. The lotus is in full bloom, its delicate petals a deeper pink at the edges, fading to a softer pale pink towards the center, its cascading structure gracefully unfurling. Crystal-clear dewdrops, like tiny diamonds, scatter across the broad, silky surface of the petals, each one clearly reflecting its surroundings. The calm, mirror-like surface of the pond reflects the pale blue and orange of the dawn sky. A few broad, dark green lotus leaves blur the subject, and a thin layer of morning mist gently shrouds the water. A barely perceptible breeze rustles the petals, causing them to tremble ever so slightly, rhythmically, and the clinging dewdrops roll in response, reflecting tiny shimmers of light. At dawn, the soft golden sunlight shines from the side at a low angle, penetrating the thin edges of the petals, giving them a translucent texture. The whole picture has fresh and soft tones, creating an extremely peaceful, pure and vital Zen atmosphere.",
+ "token_credit_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 a close-up shot from a slightly overhead angle with a still camera focusing on a pink lotus blossoming in a morning pond. The lotus is depicted as fully bloomed with delicate petals that are deeper pink at the edges and fade to a softer pale pink toward the center, with a cascading unfurling structure. Crystal-clear dewdrops are scattered across the broad, silky petals, each reflecting its surroundings. The pond surface is calm and mirror-like, reflecting the dawn sky's pale blue and orange hues. A few broad, dark green lotus leaves blur the subject, and a thin layer of morning mist gently shrouds the water. A barely perceptible breeze is expected to cause subtle petal movement and dewdrop rolling, with light reflections shimmering on the water. The overall mood should be tranquil and ethereal, with soft golden light at dawn and a sense of purity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The lotus remains clearly visible with good detail, and the pink hues are well-rendered. Dewdrops are present and contribute to the scene. However, there are minor inconsistencies in lighting and color grading between frames, occasional slight softness or compression artifacts, and very limited motion cues due to the static framing. These factors prevent a perfect top score, resulting in a moderate-high rating around 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt (close-up view, overhead angle, still camera, pink lotus, morning pond, full bloom, pink-to-pale gradient, cascading structure, and visible dewdrops). However, some nuanced aspects are underrepresented: the dynamic, cascading unfurling is not strongly conveyed, and the atmospheric details such as mist, subtle wind movement, and the precise dawn lighting are not consistently realized. Overall alignment is moderate, around 3/5.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible botanical structure and coherent lighting, with dewdrops behaving plausibly. There are no obvious physical contradictions, though the lack of motion and some lighting nuances reduce the perceived realism slightly. Overall, physical consistency sits at a moderate level, about 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 4.0625,
+ "TA": 3.421875,
+ "MQ": 4.0625,
+ "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 a close-up shot from a slightly overhead angle with a still camera focusing on a pink lotus blossoming in a morning pond. The lotus is depicted as fully bloomed with delicate petals that are deeper pink at the edges and fade to a softer pale pink toward the center, with a cascading unfurling structure. Crystal-clear dewdrops are scattered across the broad, silky petals, each reflecting its surroundings. The pond surface is calm and mirror-like, reflecting the dawn sky's pale blue and orange hues. A few broad, dark green lotus leaves blur the subject, and a thin layer of morning mist gently shrouds the water. A barely perceptible breeze is expected to cause subtle petal movement and dewdrop rolling, with light reflections shimmering on the water. The overall mood should be tranquil and ethereal, with soft golden light at dawn and a sense of purity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The lotus remains clearly visible with good detail, and the pink hues are well-rendered. Dewdrops are present and contribute to the scene. However, there are minor inconsistencies in lighting and color grading between frames, occasional slight softness or compression artifacts, and very limited motion cues due to the static framing. These factors prevent a perfect top score, resulting in a moderate-high rating around 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt (close-up view, overhead angle, still camera, pink lotus, morning pond, full bloom, pink-to-pale gradient, cascading structure, and visible dewdrops). However, some nuanced aspects are underrepresented: the dynamic, cascading unfurling is not strongly conveyed, and the atmospheric details such as mist, subtle wind movement, and the precise dawn lighting are not consistently realized. Overall alignment is moderate, around 3/5.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible botanical structure and coherent lighting, with dewdrops behaving plausibly. There are no obvious physical contradictions, though the lack of motion and some lighting nuances reduce the perceived realism slightly. Overall, physical consistency sits at a moderate level, about 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot from a slightly overhead angle, the camera held still, focuses on a pink lotus blossoming in a morning pond. The lotus is in full bloom, its delicate petals a deeper pink at the edges, fading to a softer pale pink towards the center, its cascading structure gracefully unfurling. Crystal-clear dewdrops, like tiny diamonds, scatter across the broad, silky surface of the petals, each one clearly reflecting its surroundings. The calm, mirror-like surface of the pond reflects the pale blue and orange of the dawn sky. A few broad, dark green lotus leaves blur the subject, and a thin layer of morning mist gently shrouds the water. A barely perceptible breeze rustles the petals, causing them to tremble ever so slightly, rhythmically, and the clinging dewdrops roll in response, reflecting tiny shimmers of light. At dawn, the soft golden sunlight shines from the side at a low angle, penetrating the thin edges of the petals, giving them a translucent texture. The whole picture has fresh and soft tones, creating an extremely peaceful, pure and vital Zen atmosphere.",
+ "seed": 11219,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_0/index_3909_seed_11219_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.953125,
+ "video_score2_ta": 3.515625,
+ "video_score2_mq": 4.15625,
+ "video_score2_overall": 11.625,
+ "avg": 11.625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot from a slightly overhead angle, the camera held still, focuses on a pink lotus blossoming in a morning pond. The lotus is in full bloom, its delicate petals a deeper pink at the edges, fading to a softer pale pink towards the center, its cascading structure gracefully unfurling. Crystal-clear dewdrops, like tiny diamonds, scatter across the broad, silky surface of the petals, each one clearly reflecting its surroundings. The calm, mirror-like surface of the pond reflects the pale blue and orange of the dawn sky. A few broad, dark green lotus leaves blur the subject, and a thin layer of morning mist gently shrouds the water. A barely perceptible breeze rustles the petals, causing them to tremble ever so slightly, rhythmically, and the clinging dewdrops roll in response, reflecting tiny shimmers of light. At dawn, the soft golden sunlight shines from the side at a low angle, penetrating the thin edges of the petals, giving them a translucent texture. The whole picture has fresh and soft tones, creating an extremely peaceful, pure and vital Zen atmosphere.",
+ "token_credit_reward": 11.625,
+ "selected_reward": 11.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly overhead angle with a still camera focusing on a pink lotus blossoming in a morning pond. It specifies full bloom, delicate petals with deeper pink edges fading to a softer pale pink toward the center, a cascading structure, crystal-clear dewdrops, a calm mirror-like pond surface, reflections of the dawn sky, blurred lotus leaves, morning mist, a gentle breeze causing petal tremor, rolling dewdrops, and soft golden dawn lighting that yields a translucent, ethereal look and a peaceful, pure, vital zen atmosphere.\n\nVisual Quality Assessment:\nThe frames show high fidelity overall. The lotus is rendered with clear detail, good color gradation from deep pink at the edges to pale pink in the center, and visible dewdrops. The lighting is soft and warm, consistent with a dawn setting, and the background blur helps separate the subject. However, there are minor imperfections such as occasional slight softness in some areas and very subtle compression artifacts in a few frames. These do not dominate the scene but prevent a perfect top score. Overall, Visual Quality is strong and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely matches the prompt elements: close-up framing, overhead angle, still camera, pink lotus in full bloom, cascading structure, and visible dewdrops. The scene conveys a tranquil, ethereal mood through lighting and composition. Some dynamic aspects described in the prompt—such as wind-driven petal movement and mist interactions—are not fully realized in the static frames, resulting in a solid but not perfect alignment. Overall, Text-to-Video Alignment is rated 4/5.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: dewdrops rest naturally on the petals, lighting and shadows are coherent with a dawn setting, and the overall arrangement feels organic. There are no obvious violations of common-sense physics. Minor deviations may exist in motion dynamics or micro-interactions, but they do not undermine realism. Overall, Physical/Common-sense Consistency is rated 4/5.\n\nGround-truth scores (for reference): 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": 3.515625,
+ "MQ": 4.15625,
+ "Overall": 11.625
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly overhead angle with a still camera focusing on a pink lotus blossoming in a morning pond. It specifies full bloom, delicate petals with deeper pink edges fading to a softer pale pink toward the center, a cascading structure, crystal-clear dewdrops, a calm mirror-like pond surface, reflections of the dawn sky, blurred lotus leaves, morning mist, a gentle breeze causing petal tremor, rolling dewdrops, and soft golden dawn lighting that yields a translucent, ethereal look and a peaceful, pure, vital zen atmosphere.\n\nVisual Quality Assessment:\nThe frames show high fidelity overall. The lotus is rendered with clear detail, good color gradation from deep pink at the edges to pale pink in the center, and visible dewdrops. The lighting is soft and warm, consistent with a dawn setting, and the background blur helps separate the subject. However, there are minor imperfections such as occasional slight softness in some areas and very subtle compression artifacts in a few frames. These do not dominate the scene but prevent a perfect top score. Overall, Visual Quality is strong and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely matches the prompt elements: close-up framing, overhead angle, still camera, pink lotus in full bloom, cascading structure, and visible dewdrops. The scene conveys a tranquil, ethereal mood through lighting and composition. Some dynamic aspects described in the prompt—such as wind-driven petal movement and mist interactions—are not fully realized in the static frames, resulting in a solid but not perfect alignment. Overall, Text-to-Video Alignment is rated 4/5.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: dewdrops rest naturally on the petals, lighting and shadows are coherent with a dawn setting, and the overall arrangement feels organic. There are no obvious violations of common-sense physics. Minor deviations may exist in motion dynamics or micro-interactions, but they do not undermine realism. Overall, Physical/Common-sense Consistency is rated 4/5.\n\nGround-truth scores (for reference): Visual Quality 4, Text-to-Video Alignment 4, Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 11220,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_0/index_3909_seed_11220_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 4.03125,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.5,
+ "avg": 11.546875,
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+ "question": "close-up shot from a slightly overhead angle, the camera held still, focuses on a pink lotus blossoming in a morning pond. The lotus is in full bloom, its delicate petals a deeper pink at the edges, fading to a softer pale pink towards the center, its cascading structure gracefully unfurling. Crystal-clear dewdrops, like tiny diamonds, scatter across the broad, silky surface of the petals, each one clearly reflecting its surroundings. The calm, mirror-like surface of the pond reflects the pale blue and orange of the dawn sky. A few broad, dark green lotus leaves blur the subject, and a thin layer of morning mist gently shrouds the water. A barely perceptible breeze rustles the petals, causing them to tremble ever so slightly, rhythmically, and the clinging dewdrops roll in response, reflecting tiny shimmers of light. At dawn, the soft golden sunlight shines from the side at a low angle, penetrating the thin edges of the petals, giving them a translucent texture. The whole picture has fresh and soft tones, creating an extremely peaceful, pure and vital Zen atmosphere.",
+ "token_credit_reward": 11.5,
+ "selected_reward": 11.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly overhead angle with a still camera focusing on a pink lotus blossoming in a morning pond. The lotus is in full bloom, with delicate petals that are deeper pink at the edges and fade to a softer pale pink toward the center. It should show cascading structure, crystal-clear dewdrops like tiny diamonds scattered across the broad, silky surface of the petals, each one reflecting its surroundings. The calm, mirror-like surface of the pond reflects the pale blue and orange of the dawn sky. A few broad, dark green lotus leaves blur the subject, and a thin layer of morning mist gently shrouds the water. A barely perceptible breeze rustles the petals, causing them to tremble ever so slightly, rhythmically, and the clinging dewdrops roll in response, reflecting tiny shimmers of light. At dawn, the soft golden sunlight shines from the side at a low angle, penetrating the thin edges of the petals, giving them a translucent texture. The overall scene should have fresh and soft tones, creating an extremely peaceful, pure and vital zen atmosphere.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear detail in the lotus and visible dewdrops. The color palette remains soft and the lighting conveys a gentle, dawn-like mood. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic realism. Overall, Visual Quality is good but not exceptional (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt, including a close-up view, overhead angle, still camera, pink lotus in bloom, and visible dewdrops. However, it misses or underrepresents crucial aspects such as the cascading petal motion, wind-driven trembling, and the reflective, misty water surface. The alignment is moderate rather than strong (score 3).\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible botanical details and lighting, with dewdrops appearing naturally on the petals. Yet the absence of expected environmental dynamics—wind movement, water reflections, and mist—diminishes the overall physical realism. The result is a moderate level of common-sense consistency (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": 4.03125,
+ "TA": 3.484375,
+ "MQ": 4.03125,
+ "Overall": 11.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly overhead angle with a still camera focusing on a pink lotus blossoming in a morning pond. The lotus is in full bloom, with delicate petals that are deeper pink at the edges and fade to a softer pale pink toward the center. It should show cascading structure, crystal-clear dewdrops like tiny diamonds scattered across the broad, silky surface of the petals, each one reflecting its surroundings. The calm, mirror-like surface of the pond reflects the pale blue and orange of the dawn sky. A few broad, dark green lotus leaves blur the subject, and a thin layer of morning mist gently shrouds the water. A barely perceptible breeze rustles the petals, causing them to tremble ever so slightly, rhythmically, and the clinging dewdrops roll in response, reflecting tiny shimmers of light. At dawn, the soft golden sunlight shines from the side at a low angle, penetrating the thin edges of the petals, giving them a translucent texture. The overall scene should have fresh and soft tones, creating an extremely peaceful, pure and vital zen atmosphere.\n\nVisual Quality Assessment:\nThe frames deliver solid visual quality with clear detail in the lotus and visible dewdrops. The color palette remains soft and the lighting conveys a gentle, dawn-like mood. However, the sequence appears largely static with minimal motion between frames, which reduces the sense of dynamic realism. Overall, Visual Quality is good but not exceptional (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt, including a close-up view, overhead angle, still camera, pink lotus in bloom, and visible dewdrops. However, it misses or underrepresents crucial aspects such as the cascading petal motion, wind-driven trembling, and the reflective, misty water surface. The alignment is moderate rather than strong (score 3).\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible botanical details and lighting, with dewdrops appearing naturally on the petals. Yet the absence of expected environmental dynamics—wind movement, water reflections, and mist—diminishes the overall physical realism. The result is a moderate level of common-sense consistency (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": "close-up shot from a slightly overhead angle, the camera held still, focuses on a pink lotus blossoming in a morning pond. The lotus is in full bloom, its delicate petals a deeper pink at the edges, fading to a softer pale pink towards the center, its cascading structure gracefully unfurling. Crystal-clear dewdrops, like tiny diamonds, scatter across the broad, silky surface of the petals, each one clearly reflecting its surroundings. The calm, mirror-like surface of the pond reflects the pale blue and orange of the dawn sky. A few broad, dark green lotus leaves blur the subject, and a thin layer of morning mist gently shrouds the water. A barely perceptible breeze rustles the petals, causing them to tremble ever so slightly, rhythmically, and the clinging dewdrops roll in response, reflecting tiny shimmers of light. At dawn, the soft golden sunlight shines from the side at a low angle, penetrating the thin edges of the petals, giving them a translucent texture. The whole picture has fresh and soft tones, creating an extremely peaceful, pure and vital Zen atmosphere.",
+ "seed": 11221,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_0/index_3909_seed_11221_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly overhead angle with a still camera focusing on a pink lotus blossoming in a morning pond. It specifies full bloom, edge-to-center color transition, cascading unfurling, crystal-clear dewdrops, reflections on the water, and a tranquil dawn atmosphere. The video largely captures these elements, but some nuanced dynamic aspects are not fully realized in the static frames.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The lotus is rendered with clear detail, natural lighting, and convincing petal textures. Dewdrops are visible and well-rendered, and the color palette remains soft and harmonious. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of liveliness. Overall, Visual Quality is good (4/5).\n\nText-to-Video Alignment Analysis:\nThe video aligns well with the prompt: close-up framing, overhead angle, still camera, pink lotus in full bloom, edge-to-center color gradation, cascading unfurling, and prominent dewdrops. The scene conveys a calm, dawn-like mood through lighting and color. Some dynamic aspects described in the prompt (e.g., wind-induced petal movement, water reflections) are not strongly demonstrated in the frames, resulting in strong but not perfect alignment. Overall, Text-to-Video Alignment is good (4/5).\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible botanical and environmental cues: lotus anatomy, dewdrop behavior, and morning illumination are coherent. The lack of pronounced motion does not introduce obvious inconsistencies; it simply limits the perceived dynamism. Overall, Physical Consistency is solid (4/5).\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": 4.125,
+ "TA": 2.921875,
+ "MQ": 4.1875,
+ "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 close-up shot from a slightly overhead angle with a still camera focusing on a pink lotus blossoming in a morning pond. It specifies full bloom, edge-to-center color transition, cascading unfurling, crystal-clear dewdrops, reflections on the water, and a tranquil dawn atmosphere. The video largely captures these elements, but some nuanced dynamic aspects are not fully realized in the static frames.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The lotus is rendered with clear detail, natural lighting, and convincing petal textures. Dewdrops are visible and well-rendered, and the color palette remains soft and harmonious. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of liveliness. Overall, Visual Quality is good (4/5).\n\nText-to-Video Alignment Analysis:\nThe video aligns well with the prompt: close-up framing, overhead angle, still camera, pink lotus in full bloom, edge-to-center color gradation, cascading unfurling, and prominent dewdrops. The scene conveys a calm, dawn-like mood through lighting and color. Some dynamic aspects described in the prompt (e.g., wind-induced petal movement, water reflections) are not strongly demonstrated in the frames, resulting in strong but not perfect alignment. Overall, Text-to-Video Alignment is good (4/5).\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible botanical and environmental cues: lotus anatomy, dewdrop behavior, and morning illumination are coherent. The lack of pronounced motion does not introduce obvious inconsistencies; it simply limits the perceived dynamism. Overall, Physical Consistency is solid (4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_1/index_tensor([6830, 6830])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_1/index_tensor([6830, 6830])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d10774ec57832a9ea0de31b203dbf28d4a2c5a52
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_1/index_tensor([6830, 6830])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "close-up, captured from a precarious handheld perspective, captures a stack of thick, drawing technique books, their covers adorned with vibrant abstract art. Rendered in a dramatic, Jojo-esque style, the scene is defined by supersaturated, bizarre colors, where vibrant fuchsias, electric cyans, and acidic yellows clash violently, with each object sharply delineated by thick black outlines. The books rest on a dark wooden surface, stained with old paint splatters. Suddenly, the stack erupts in intense, underdamped vibrations, the camera swaying in sync with the initial tremors. The books rattle violently against one another, their covers transforming into a chaotic, colorful blur as the handheld view struggles to keep them in frame, intensifying the overwhelming, chaotic energy. As the intense vibrations continue, the air around the books seems to crackle with stylized lines of energy. Then, as suddenly as it had begun, the oscillations began to slowly and deliberately subside; the violent rattling faded into a steady vibration, then into a faint residual tremor, and then the stack returned to a tense stillness, now tilted slightly, casting deep, graphic shadows against the oddly colored surroundings in the harsh single-source light.",
+ "seed": 17031,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_1/index_6830_seed_17031_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": 2.125,
+ "video_score2_ta": 2.296875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 7.375,
+ "avg": 7.34375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up, captured from a precarious handheld perspective, captures a stack of thick, drawing technique books, their covers adorned with vibrant abstract art. Rendered in a dramatic, Jojo-esque style, the scene is defined by supersaturated, bizarre colors, where vibrant fuchsias, electric cyans, and acidic yellows clash violently, with each object sharply delineated by thick black outlines. The books rest on a dark wooden surface, stained with old paint splatters. Suddenly, the stack erupts in intense, underdamped vibrations, the camera swaying in sync with the initial tremors. The books rattle violently against one another, their covers transforming into a chaotic, colorful blur as the handheld view struggles to keep them in frame, intensifying the overwhelming, chaotic energy. As the intense vibrations continue, the air around the books seems to crackle with stylized lines of energy. Then, as suddenly as it had begun, the oscillations began to slowly and deliberately subside; the violent rattling faded into a steady vibration, then into a faint residual tremor, and then the stack returned to a tense stillness, now tilted slightly, casting deep, graphic shadows against the oddly colored surroundings in the harsh single-source light.",
+ "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. 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 precarious handheld perspective of a stack of thick drawing technique books with vibrant abstract art covers. It envisions a dramatic, Jojo-esque aesthetic with saturated colors, a dark wooden surface with paint splatters, a sudden eruption of intense underdamped vibrations, and a chaotic progression of movement that culminates in a return to stillness.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show decent resolution and clear depiction of book spines and cover art, but there are occasional soft edges and minor compression artifacts that prevent a high-fidelity look. The color palette remains reasonably vibrant, yet some scenes exhibit slight desaturation or banding under lighting, which keeps the overall impression at a middle tier rather than exceptional. The sequence remains legible and coherent, though not outstanding in sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video does include a close-up of a book stack and visible vibrant cover art, and the handheld perspective is present. However, several key elements from the prompt are not realized: the dramatic, Jojo-esque styling is not strongly evident, the dark wooden surface with paint splatters is not clearly depicted, and the described dynamic events (underdamped vibrations, a chaotic color blur, and a pronounced transition to stillness) are not convincingly portrayed. The result is a moderate alignment overall, with important aspects missing or underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the books appear stacked in a believable manner, lighting and shadows are generally coherent, and there are no obvious violations of gravity or object behavior. Some minor inconsistencies exist, such as slight misalignment of perspective or subtle lighting shifts across frames, but these do not severely undermine overall coherence. 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": 2.125,
+ "TA": 2.296875,
+ "MQ": 2.921875,
+ "Overall": 7.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 precarious handheld perspective of a stack of thick drawing technique books with vibrant abstract art covers. It envisions a dramatic, Jojo-esque aesthetic with saturated colors, a dark wooden surface with paint splatters, a sudden eruption of intense underdamped vibrations, and a chaotic progression of movement that culminates in a return to stillness.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show decent resolution and clear depiction of book spines and cover art, but there are occasional soft edges and minor compression artifacts that prevent a high-fidelity look. The color palette remains reasonably vibrant, yet some scenes exhibit slight desaturation or banding under lighting, which keeps the overall impression at a middle tier rather than exceptional. The sequence remains legible and coherent, though not outstanding in sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video does include a close-up of a book stack and visible vibrant cover art, and the handheld perspective is present. However, several key elements from the prompt are not realized: the dramatic, Jojo-esque styling is not strongly evident, the dark wooden surface with paint splatters is not clearly depicted, and the described dynamic events (underdamped vibrations, a chaotic color blur, and a pronounced transition to stillness) are not convincingly portrayed. The result is a moderate alignment overall, with important aspects missing or underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the books appear stacked in a believable manner, lighting and shadows are generally coherent, and there are no obvious violations of gravity or object behavior. Some minor inconsistencies exist, such as slight misalignment of perspective or subtle lighting shifts across frames, but these do not severely undermine overall coherence. 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"
+ ]
+ },
+ {
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+ "seed": 17032,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_1/index_6830_seed_17032_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.1875,
+ "video_score2_ta": 1.7734375,
+ "video_score2_mq": 3.828125,
+ "video_score2_overall": 8.8125,
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+ "question": "close-up, captured from a precarious handheld perspective, captures a stack of thick, drawing technique books, their covers adorned with vibrant abstract art. Rendered in a dramatic, Jojo-esque style, the scene is defined by supersaturated, bizarre colors, where vibrant fuchsias, electric cyans, and acidic yellows clash violently, with each object sharply delineated by thick black outlines. The books rest on a dark wooden surface, stained with old paint splatters. Suddenly, the stack erupts in intense, underdamped vibrations, the camera swaying in sync with the initial tremors. The books rattle violently against one another, their covers transforming into a chaotic, colorful blur as the handheld view struggles to keep them in frame, intensifying the overwhelming, chaotic energy. As the intense vibrations continue, the air around the books seems to crackle with stylized lines of energy. Then, as suddenly as it had begun, the oscillations began to slowly and deliberately subside; the violent rattling faded into a steady vibration, then into a faint residual tremor, and then the stack returned to a tense stillness, now tilted slightly, casting deep, graphic shadows against the oddly colored surroundings in the harsh single-source light.",
+ "token_credit_reward": 8.8125,
+ "selected_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 precarious handheld perspective featuring a stack of thick drawing technique books with vibrant abstract art covers rendered in a dramatic, Jojo-esque style. It calls for supersaturated, bizarre colors (vibrant fuchsias, electric cyans, and acidic yellows), each object sharply delineated by thick black outlines, books resting on a dark wooden surface stained with old paint splatters, a sudden eruption of intense underdamped vibrations with the camera swaying, books rattering violently against one another, covers transforming into chaotic, colorful blur, and a handheld view struggling to keep them in frame amid overwhelming chaotic energy. The sequence should then show the stack returning to a tense stillness, now tilted slightly, with deep graphic shadows against the oddly colored surroundings under harsh single-source lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent sharpness and consistent lighting. The colors are vivid and saturated, and the composition remains stable. However, there are minor imperfections that prevent a perfect score: occasional slight softness or compression artifacts, and a few frames where color saturation appears a touch uneven. Overall, the visual quality is solid but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up perspective, a stack of books, vibrant abstract art covers, and a dramatic color palette. However, key dynamic moments are missing: there is no evident eruption of underdamped vibrations, no camera shake, and no rapid book movement or cover transformation. The result is a moderate alignment overall, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical relationships: the books appear stacked realistically, lighting and shadows are coherent, and the surface texture looks authentic. There are no obvious violations of basic physics or common-sense expectations. The static presentation does not introduce any inconsistencies, so the overall physical/common-sense consistency is strong, matching a score of 4.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense 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": 3.1875,
+ "TA": 1.7734375,
+ "MQ": 3.828125,
+ "Overall": 8.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a precarious handheld perspective featuring a stack of thick drawing technique books with vibrant abstract art covers rendered in a dramatic, Jojo-esque style. It calls for supersaturated, bizarre colors (vibrant fuchsias, electric cyans, and acidic yellows), each object sharply delineated by thick black outlines, books resting on a dark wooden surface stained with old paint splatters, a sudden eruption of intense underdamped vibrations with the camera swaying, books rattering violently against one another, covers transforming into chaotic, colorful blur, and a handheld view struggling to keep them in frame amid overwhelming chaotic energy. The sequence should then show the stack returning to a tense stillness, now tilted slightly, with deep graphic shadows against the oddly colored surroundings under harsh single-source lighting.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent sharpness and consistent lighting. The colors are vivid and saturated, and the composition remains stable. However, there are minor imperfections that prevent a perfect score: occasional slight softness or compression artifacts, and a few frames where color saturation appears a touch uneven. Overall, the visual quality is solid but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up perspective, a stack of books, vibrant abstract art covers, and a dramatic color palette. However, key dynamic moments are missing: there is no evident eruption of underdamped vibrations, no camera shake, and no rapid book movement or cover transformation. The result is a moderate alignment overall, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical relationships: the books appear stacked realistically, lighting and shadows are coherent, and the surface texture looks authentic. There are no obvious violations of basic physics or common-sense expectations. The static presentation does not introduce any inconsistencies, so the overall physical/common-sense consistency is strong, matching a score of 4.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "close-up, captured from a precarious handheld perspective, captures a stack of thick, drawing technique books, their covers adorned with vibrant abstract art. Rendered in a dramatic, Jojo-esque style, the scene is defined by supersaturated, bizarre colors, where vibrant fuchsias, electric cyans, and acidic yellows clash violently, with each object sharply delineated by thick black outlines. The books rest on a dark wooden surface, stained with old paint splatters. Suddenly, the stack erupts in intense, underdamped vibrations, the camera swaying in sync with the initial tremors. The books rattle violently against one another, their covers transforming into a chaotic, colorful blur as the handheld view struggles to keep them in frame, intensifying the overwhelming, chaotic energy. As the intense vibrations continue, the air around the books seems to crackle with stylized lines of energy. Then, as suddenly as it had begun, the oscillations began to slowly and deliberately subside; the violent rattling faded into a steady vibration, then into a faint residual tremor, and then the stack returned to a tense stillness, now tilted slightly, casting deep, graphic shadows against the oddly colored surroundings in the harsh single-source light.",
+ "seed": 17033,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_1/index_6830_seed_17033_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.125,
+ "avg": 8.140625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "close-up, captured from a precarious handheld perspective, captures a stack of thick, drawing technique books, their covers adorned with vibrant abstract art. Rendered in a dramatic, Jojo-esque style, the scene is defined by supersaturated, bizarre colors, where vibrant fuchsias, electric cyans, and acidic yellows clash violently, with each object sharply delineated by thick black outlines. The books rest on a dark wooden surface, stained with old paint splatters. Suddenly, the stack erupts in intense, underdamped vibrations, the camera swaying in sync with the initial tremors. The books rattle violently against one another, their covers transforming into a chaotic, colorful blur as the handheld view struggles to keep them in frame, intensifying the overwhelming, chaotic energy. As the intense vibrations continue, the air around the books seems to crackle with stylized lines of energy. Then, as suddenly as it had begun, the oscillations began to slowly and deliberately subside; the violent rattling faded into a steady vibration, then into a faint residual tremor, and then the stack returned to a tense stillness, now tilted slightly, casting deep, graphic shadows against the oddly colored surroundings in the harsh single-source light.",
+ "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 close-up shot from a precarious handheld perspective featuring a stack of thick drawing technique books with vibrant abstract covers. It envisions a dramatic, Jojo-esque aesthetic with saturated colors, a dark wooden surface with paint splatters, and a sequence of dynamic events including an eruption of intense underdamped vibrations, camera sway, books rattering, and a gradual return to stillness.\n\nVisual Quality Assessment:\nThe frames show a reasonably clear depiction of the book stack with decent detail and a consistent color palette. However, the overall motion is limited, with frames that feel largely static and only minor variations between them. There are no obvious distortions or artifacts, but the lack of movement reduces the perceived quality relative to a fully dynamic sequence. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements such as a close-up of a book stack, a dark wooden surface, and vibrant colors. Yet the core dynamic events described in the prompt — the dramatic eruption, intense shaking, and rapid transitions — are not realized. The result is a partial alignment with the prompt, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among objects, with coherent lighting and spatial arrangement. The absence of the expected dynamic interactions does not introduce obvious physical contradictions, so overall physical consistency remains acceptable (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "MQ": 3.0625,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a precarious handheld perspective featuring a stack of thick drawing technique books with vibrant abstract covers. It envisions a dramatic, Jojo-esque aesthetic with saturated colors, a dark wooden surface with paint splatters, and a sequence of dynamic events including an eruption of intense underdamped vibrations, camera sway, books rattering, and a gradual return to stillness.\n\nVisual Quality Assessment:\nThe frames show a reasonably clear depiction of the book stack with decent detail and a consistent color palette. However, the overall motion is limited, with frames that feel largely static and only minor variations between them. There are no obvious distortions or artifacts, but the lack of movement reduces the perceived quality relative to a fully dynamic sequence. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements such as a close-up of a book stack, a dark wooden surface, and vibrant colors. Yet the core dynamic events described in the prompt — the dramatic eruption, intense shaking, and rapid transitions — are not realized. The result is a partial alignment with the prompt, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among objects, with coherent lighting and spatial arrangement. The absence of the expected dynamic interactions does not introduce obvious physical contradictions, so overall physical consistency remains acceptable (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up, captured from a precarious handheld perspective, captures a stack of thick, drawing technique books, their covers adorned with vibrant abstract art. Rendered in a dramatic, Jojo-esque style, the scene is defined by supersaturated, bizarre colors, where vibrant fuchsias, electric cyans, and acidic yellows clash violently, with each object sharply delineated by thick black outlines. The books rest on a dark wooden surface, stained with old paint splatters. Suddenly, the stack erupts in intense, underdamped vibrations, the camera swaying in sync with the initial tremors. The books rattle violently against one another, their covers transforming into a chaotic, colorful blur as the handheld view struggles to keep them in frame, intensifying the overwhelming, chaotic energy. As the intense vibrations continue, the air around the books seems to crackle with stylized lines of energy. Then, as suddenly as it had begun, the oscillations began to slowly and deliberately subside; the violent rattling faded into a steady vibration, then into a faint residual tremor, and then the stack returned to a tense stillness, now tilted slightly, casting deep, graphic shadows against the oddly colored surroundings in the harsh single-source light.",
+ "seed": 17034,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_1/index_6830_seed_17034_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.234375,
+ "video_score2_ta": 2.390625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 7.5625,
+ "avg": 7.546875,
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+ "question": "close-up, captured from a precarious handheld perspective, captures a stack of thick, drawing technique books, their covers adorned with vibrant abstract art. Rendered in a dramatic, Jojo-esque style, the scene is defined by supersaturated, bizarre colors, where vibrant fuchsias, electric cyans, and acidic yellows clash violently, with each object sharply delineated by thick black outlines. The books rest on a dark wooden surface, stained with old paint splatters. Suddenly, the stack erupts in intense, underdamped vibrations, the camera swaying in sync with the initial tremors. The books rattle violently against one another, their covers transforming into a chaotic, colorful blur as the handheld view struggles to keep them in frame, intensifying the overwhelming, chaotic energy. As the intense vibrations continue, the air around the books seems to crackle with stylized lines of energy. Then, as suddenly as it had begun, the oscillations began to slowly and deliberately subside; the violent rattling faded into a steady vibration, then into a faint residual tremor, and then the stack returned to a tense stillness, now tilted slightly, casting deep, graphic shadows against the oddly colored surroundings in the harsh single-source light.",
+ "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 a close-up sequence featuring a precarious handheld perspective, a stack of thick drawing technique books, vibrant abstract art on the covers, and a dramatic, Jojo-esque aesthetic with saturated colors. The scene should include a dark wooden surface with paint splatters, a sudden eruption of intense underdamped vibrations, and a progression from chaotic movement to a final stillness with deep shadows and harsh lighting.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur and slight focus variation, and a few frames display minor compression artifacts or edge softness. Lighting remains generally stable, though occasional minor inconsistencies appear across shots. The sequence maintains a consistent look, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up, a precarious handheld feel, and a stack of books with colorful covers. However, several key prompt elements are not convincingly realized: the dramatic, Jojo-esque styling is only partially achieved, the dark wooden surface with paint splatters is not clearly depicted, and the described dynamic events (underdamped vibrations, rapid book movement, and a final stillness with deep shadows) are not clearly demonstrated. The result is a partial match rather than a faithful rendering of the full prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to basic physics: objects maintain plausible positions, lighting behaves reasonably, and there are no obvious violations of gravity or material behavior. There may be minor inconsistencies in motion timing or subtle interactions between the books and the surface, but nothing that breaks overall plausibility.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.234375,
+ "TA": 2.390625,
+ "MQ": 2.921875,
+ "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 a close-up sequence featuring a precarious handheld perspective, a stack of thick drawing technique books, vibrant abstract art on the covers, and a dramatic, Jojo-esque aesthetic with saturated colors. The scene should include a dark wooden surface with paint splatters, a sudden eruption of intense underdamped vibrations, and a progression from chaotic movement to a final stillness with deep shadows and harsh lighting.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur and slight focus variation, and a few frames display minor compression artifacts or edge softness. Lighting remains generally stable, though occasional minor inconsistencies appear across shots. The sequence maintains a consistent look, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up, a precarious handheld feel, and a stack of books with colorful covers. However, several key prompt elements are not convincingly realized: the dramatic, Jojo-esque styling is only partially achieved, the dark wooden surface with paint splatters is not clearly depicted, and the described dynamic events (underdamped vibrations, rapid book movement, and a final stillness with deep shadows) are not clearly demonstrated. The result is a partial match rather than a faithful rendering of the full prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to basic physics: objects maintain plausible positions, lighting behaves reasonably, and there are no obvious violations of gravity or material behavior. There may be minor inconsistencies in motion timing or subtle interactions between the books and the surface, but nothing that breaks overall plausibility.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_10/index_tensor([8195, 8195])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_10/index_tensor([8195, 8195])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c3cb4c1cf16aafd11d19b63664fa39b75bcd1a8
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_10/index_tensor([8195, 8195])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 32542,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_10/index_8195_seed_32542_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": 3.78125,
+ "video_score2_ta": 1.8828125,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 8.8125,
+ "avg": 8.8203125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "macro, slightly high-angled, static shot captures a lone, enormous horned helmet snail, its form dominating the frame amidst a bed of fine, golden sand on the seafloor. Bright, shimmering patterns of corrosive light, filtering down through the clear turquoise water, dance across the snail's pale, bone-white shell, adorned with thick, sturdy knobs like the towers of a miniature fortress, showing subtle signs of age, with faint green algae growing in the crevices. Suddenly, a massive, dark shadow glides swiftly and silently across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail reacts instantly, slowly and deliberately beginning to retract into its protective home; its delicate eyestalks disappear first, retracting into its body, followed by the methodical contraction of its soft, mottled brown, muscular feet. The creature pulls itself inward relentlessly until its hard, dark brown gill cover closes, sealing the shell's opening with a flawless defensive finale. As bright, dappled sunlight returns to the scene, the shell acts like an inert, impenetrable fortress, creating an intense yet ultimately serene atmosphere of natural drama and survival.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a macro, slightly high-angled, static shot featuring a lone, enormous horned helmet snail dominating the frame on a bed of fine, golden sand on the seafloor. It envisions bright, shimmering patterns of corrosive light filtering down through clear turquoise water, dancing across the snail's pale, bone-white shell adorned with thick, sturdy knobs like fortress towers, showing subtle signs of age, with faint green algae growing in the crevices. A massive, dark shadow glides swiftly across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail then reacts by slowly and deliberately pulling into its protective home, with delicate eyestalks disappearing first, followed by the methodical retraction of its soft, mottled brown, muscular feet, culminating in a flawless defensive finale as bright, dappled sunlight returns and the shell acts like an inert, impenetrable fortress.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clarity, with the snail and shell details reasonably well defined. The lighting is consistent across frames, and the underwater blue-green tint is present. However, there is very little variation between frames, giving a largely static impression rather than a dynamic sequence. No obvious distortions or artifacts are evident, but the overall motion is minimal. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the macro close-up and the presence of a large snail on a sandy seafloor are captured, and the general color palette matches. However, key narrative elements described in the prompt are not realized in the footage: there is no visible massive shadow, no dramatic lighting changes, and no sequence of the snail pulling into its shell or reacting to a threat. The video remains largely static, with only superficial environmental cues present. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and environmental context. The lack of expected dynamic action reduces narrative coherence, but there are no obvious physical inconsistencies. 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": 3.78125,
+ "TA": 1.8828125,
+ "MQ": 3.15625,
+ "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 macro, slightly high-angled, static shot featuring a lone, enormous horned helmet snail dominating the frame on a bed of fine, golden sand on the seafloor. It envisions bright, shimmering patterns of corrosive light filtering down through clear turquoise water, dancing across the snail's pale, bone-white shell adorned with thick, sturdy knobs like fortress towers, showing subtle signs of age, with faint green algae growing in the crevices. A massive, dark shadow glides swiftly across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail then reacts by slowly and deliberately pulling into its protective home, with delicate eyestalks disappearing first, followed by the methodical retraction of its soft, mottled brown, muscular feet, culminating in a flawless defensive finale as bright, dappled sunlight returns and the shell acts like an inert, impenetrable fortress.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clarity, with the snail and shell details reasonably well defined. The lighting is consistent across frames, and the underwater blue-green tint is present. However, there is very little variation between frames, giving a largely static impression rather than a dynamic sequence. No obvious distortions or artifacts are evident, but the overall motion is minimal. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the macro close-up and the presence of a large snail on a sandy seafloor are captured, and the general color palette matches. However, key narrative elements described in the prompt are not realized in the footage: there is no visible massive shadow, no dramatic lighting changes, and no sequence of the snail pulling into its shell or reacting to a threat. The video remains largely static, with only superficial environmental cues present. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and environmental context. The lack of expected dynamic action reduces narrative coherence, but there are no obvious physical inconsistencies. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "macro, slightly high-angled, static shot captures a lone, enormous horned helmet snail, its form dominating the frame amidst a bed of fine, golden sand on the seafloor. Bright, shimmering patterns of corrosive light, filtering down through the clear turquoise water, dance across the snail's pale, bone-white shell, adorned with thick, sturdy knobs like the towers of a miniature fortress, showing subtle signs of age, with faint green algae growing in the crevices. Suddenly, a massive, dark shadow glides swiftly and silently across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail reacts instantly, slowly and deliberately beginning to retract into its protective home; its delicate eyestalks disappear first, retracting into its body, followed by the methodical contraction of its soft, mottled brown, muscular feet. The creature pulls itself inward relentlessly until its hard, dark brown gill cover closes, sealing the shell's opening with a flawless defensive finale. As bright, dappled sunlight returns to the scene, the shell acts like an inert, impenetrable fortress, creating an intense yet ultimately serene atmosphere of natural drama and survival.",
+ "seed": 32543,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_10/index_8195_seed_32543_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.859375,
+ "video_score2_ta": 1.8359375,
+ "video_score2_mq": 3.8125,
+ "video_score2_overall": 9.5,
+ "avg": 9.5078125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "macro, slightly high-angled, static shot captures a lone, enormous horned helmet snail, its form dominating the frame amidst a bed of fine, golden sand on the seafloor. Bright, shimmering patterns of corrosive light, filtering down through the clear turquoise water, dance across the snail's pale, bone-white shell, adorned with thick, sturdy knobs like the towers of a miniature fortress, showing subtle signs of age, with faint green algae growing in the crevices. Suddenly, a massive, dark shadow glides swiftly and silently across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail reacts instantly, slowly and deliberately beginning to retract into its protective home; its delicate eyestalks disappear first, retracting into its body, followed by the methodical contraction of its soft, mottled brown, muscular feet. The creature pulls itself inward relentlessly until its hard, dark brown gill cover closes, sealing the shell's opening with a flawless defensive finale. As bright, dappled sunlight returns to the scene, the shell acts like an inert, impenetrable fortress, creating an intense yet ultimately serene atmosphere of natural drama and survival.",
+ "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 macro, slightly high-angled, static shot featuring a lone, enormous horned helmet snail dominating the frame on a bed of fine, golden sand on the seafloor. It envisions bright, shimmering patterns of corrosive light filtering down through clear turquoise water, dancing across the snail's pale, bone-white shell adorned with thick, sturdy knobs like fortress towers, showing subtle signs of age, with faint green algae growing in the crevices. A massive, dark shadow glides swiftly across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail then reacts by slowly and deliberately pulling into its protective home, with delicate eyestalks disappearing first, followed by the methodical retraction of its soft, mottled brown, muscular feet, culminating in a flawless defensive finale as bright, dappled sunlight returns and the shell acts like an inert, impenetrable fortress.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clarity with good detail on the snail and surrounding sand. Lighting is consistent across shots, and color rendition is natural (turquoise water, beige sand, white shell). There are no obvious distortions or artifacts, and transitions between frames appear smooth. Overall, Visual Quality is solid but not exceptional, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up framing, high-angle perspective, a large snail, and a sandy seafloor with turquoise water. However, key narrative moments are missing: there is no visible massive shadow, no dramatic plunge into darkness, and no sequence of the snail pulling into its shell or the defensive finale. The result is a moderate alignment overall, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible underwater physics: the snail sits naturally on the sand, lighting and water effects feel believable, and the anatomy appears reasonable. The absence of the dramatic action does not introduce obvious physical inconsistencies, so Physical Consistency remains at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.859375,
+ "TA": 1.8359375,
+ "MQ": 3.8125,
+ "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 macro, slightly high-angled, static shot featuring a lone, enormous horned helmet snail dominating the frame on a bed of fine, golden sand on the seafloor. It envisions bright, shimmering patterns of corrosive light filtering down through clear turquoise water, dancing across the snail's pale, bone-white shell adorned with thick, sturdy knobs like fortress towers, showing subtle signs of age, with faint green algae growing in the crevices. A massive, dark shadow glides swiftly across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail then reacts by slowly and deliberately pulling into its protective home, with delicate eyestalks disappearing first, followed by the methodical retraction of its soft, mottled brown, muscular feet, culminating in a flawless defensive finale as bright, dappled sunlight returns and the shell acts like an inert, impenetrable fortress.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clarity with good detail on the snail and surrounding sand. Lighting is consistent across shots, and color rendition is natural (turquoise water, beige sand, white shell). There are no obvious distortions or artifacts, and transitions between frames appear smooth. Overall, Visual Quality is solid but not exceptional, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up framing, high-angle perspective, a large snail, and a sandy seafloor with turquoise water. However, key narrative moments are missing: there is no visible massive shadow, no dramatic plunge into darkness, and no sequence of the snail pulling into its shell or the defensive finale. The result is a moderate alignment overall, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible underwater physics: the snail sits naturally on the sand, lighting and water effects feel believable, and the anatomy appears reasonable. The absence of the dramatic action does not introduce obvious physical inconsistencies, so Physical Consistency remains at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 32544,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_10/index_8195_seed_32544_dp_21_rank_42_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 2.171875,
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+ "video_score2_overall": 8.1875,
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+ "question": "macro, slightly high-angled, static shot captures a lone, enormous horned helmet snail, its form dominating the frame amidst a bed of fine, golden sand on the seafloor. Bright, shimmering patterns of corrosive light, filtering down through the clear turquoise water, dance across the snail's pale, bone-white shell, adorned with thick, sturdy knobs like the towers of a miniature fortress, showing subtle signs of age, with faint green algae growing in the crevices. Suddenly, a massive, dark shadow glides swiftly and silently across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail reacts instantly, slowly and deliberately beginning to retract into its protective home; its delicate eyestalks disappear first, retracting into its body, followed by the methodical contraction of its soft, mottled brown, muscular feet. The creature pulls itself inward relentlessly until its hard, dark brown gill cover closes, sealing the shell's opening with a flawless defensive finale. As bright, dappled sunlight returns to the scene, the shell acts like an inert, impenetrable fortress, creating an intense yet ultimately serene atmosphere of natural drama and survival.",
+ "token_credit_reward": 8.1875,
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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 macro, slightly high-angled, static shot featuring a lone, enormous horned helmet snail dominating the frame on a bed of fine, golden sand on the seafloor. It envisions bright, shimmering patterns of corrosive light filtering down through clear turquoise water, dancing across the snail's pale, bone-white shell adorned with thick, sturdy knobs like fortress towers, showing subtle signs of age, with faint green algae growing in the crevices. A massive, dark shadow glides swiftly across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail then reacts by slowly and deliberately pulling into its protective home, with delicate eyestalks disappearing first, followed by the methodical retraction of its soft, mottled brown, muscular feet, culminating in a flawless defensive finale as bright, dappled sunlight returns and the shell acts like an inert, impenetrable fortress.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional inconsistencies in sharpness and minor artifacts that prevent a higher rating. The sequence remains coherent, with stable lighting and no severe distortions, though some frames exhibit slight motion blur or compression effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video presents a macro view of a snail on sandy substrate with some light variation, it does not capture several key elements described in the prompt—specifically the dramatic shadow sequence, the detailed fortress-like shell ornamentation, and the full progression of the snail pulling into its shell. The overall narrative alignment is weak, reflecting only partial correspondence to the textual description.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The depiction maintains plausible anatomy and environmental interaction, with believable movement and lighting. However, some aspects of the described transformation and defensive behavior are not fully realized, leaving room for improvement in common-sense consistency.\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": 3.125,
+ "TA": 2.171875,
+ "MQ": 2.890625,
+ "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 macro, slightly high-angled, static shot featuring a lone, enormous horned helmet snail dominating the frame on a bed of fine, golden sand on the seafloor. It envisions bright, shimmering patterns of corrosive light filtering down through clear turquoise water, dancing across the snail's pale, bone-white shell adorned with thick, sturdy knobs like fortress towers, showing subtle signs of age, with faint green algae growing in the crevices. A massive, dark shadow glides swiftly across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail then reacts by slowly and deliberately pulling into its protective home, with delicate eyestalks disappearing first, followed by the methodical retraction of its soft, mottled brown, muscular feet, culminating in a flawless defensive finale as bright, dappled sunlight returns and the shell acts like an inert, impenetrable fortress.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional inconsistencies in sharpness and minor artifacts that prevent a higher rating. The sequence remains coherent, with stable lighting and no severe distortions, though some frames exhibit slight motion blur or compression effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video presents a macro view of a snail on sandy substrate with some light variation, it does not capture several key elements described in the prompt—specifically the dramatic shadow sequence, the detailed fortress-like shell ornamentation, and the full progression of the snail pulling into its shell. The overall narrative alignment is weak, reflecting only partial correspondence to the textual description.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The depiction maintains plausible anatomy and environmental interaction, with believable movement and lighting. However, some aspects of the described transformation and defensive behavior are not fully realized, leaving room for improvement in common-sense consistency.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "macro, slightly high-angled, static shot captures a lone, enormous horned helmet snail, its form dominating the frame amidst a bed of fine, golden sand on the seafloor. Bright, shimmering patterns of corrosive light, filtering down through the clear turquoise water, dance across the snail's pale, bone-white shell, adorned with thick, sturdy knobs like the towers of a miniature fortress, showing subtle signs of age, with faint green algae growing in the crevices. Suddenly, a massive, dark shadow glides swiftly and silently across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail reacts instantly, slowly and deliberately beginning to retract into its protective home; its delicate eyestalks disappear first, retracting into its body, followed by the methodical contraction of its soft, mottled brown, muscular feet. The creature pulls itself inward relentlessly until its hard, dark brown gill cover closes, sealing the shell's opening with a flawless defensive finale. As bright, dappled sunlight returns to the scene, the shell acts like an inert, impenetrable fortress, creating an intense yet ultimately serene atmosphere of natural drama and survival.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a macro, slightly high-angled, static shot featuring a lone, enormous horned helmet snail dominating the frame on a bed of fine, golden sand on the seafloor. It envisions bright, shimmering patterns of corrosive light filtering down through clear turquoise water, dancing across the snail's pale, bone-white shell adorned with thick, sturdy knobs like fortress towers, showing subtle signs of age, with faint green algae growing in the crevices. A massive, dark shadow glides swiftly across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail then reacts by slowly and deliberately pulling into its protective home, with the delicate eyestalks disappearing first, followed by the methodical retraction of its soft, mottled brown, muscular feet, culminating in a flawless defensive finale as bright, dappled sunlight returns and the shell acts like an inert, impenetrable fortress.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the macro close-up is convincing, with clear depiction of the snail’s shell texture and the sand substrate. Lighting is generally consistent, and color rendition is believable, though some frames show mild softness or minor compression artifacts that prevent a higher-fidelity impression. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a macro view of a snail on a sandy seafloor, which matches several elements (macro perspective, presence of a snail, and a bed of sand). However, key narrative moments described in the prompt are not realized: there is no visible massive shadow, no dramatic plunge into darkness, and no sequence of the snail pulling into its shell or the closing of a gill cover. The result is a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible underwater physics: the snail sits naturally on the sand, lighting and water effects appear coherent, and the anatomy looks reasonable. The absence of the dramatic action does not introduce obvious physical inconsistencies; it simply reflects a mismatch between the described narrative and what is shown. Overall, physical/common-sense consistency remains at a moderate level.\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": 3.828125,
+ "TA": 1.8359375,
+ "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 macro, slightly high-angled, static shot featuring a lone, enormous horned helmet snail dominating the frame on a bed of fine, golden sand on the seafloor. It envisions bright, shimmering patterns of corrosive light filtering down through clear turquoise water, dancing across the snail's pale, bone-white shell adorned with thick, sturdy knobs like fortress towers, showing subtle signs of age, with faint green algae growing in the crevices. A massive, dark shadow glides swiftly across the scene from an unseen source, plunging the snail into cool, ominous darkness. The snail then reacts by slowly and deliberately pulling into its protective home, with the delicate eyestalks disappearing first, followed by the methodical retraction of its soft, mottled brown, muscular feet, culminating in a flawless defensive finale as bright, dappled sunlight returns and the shell acts like an inert, impenetrable fortress.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the macro close-up is convincing, with clear depiction of the snail’s shell texture and the sand substrate. Lighting is generally consistent, and color rendition is believable, though some frames show mild softness or minor compression artifacts that prevent a higher-fidelity impression. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a macro view of a snail on a sandy seafloor, which matches several elements (macro perspective, presence of a snail, and a bed of sand). However, key narrative moments described in the prompt are not realized: there is no visible massive shadow, no dramatic plunge into darkness, and no sequence of the snail pulling into its shell or the closing of a gill cover. The result is a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible underwater physics: the snail sits naturally on the sand, lighting and water effects appear coherent, and the anatomy looks reasonable. The absence of the dramatic action does not introduce obvious physical inconsistencies; it simply reflects a mismatch between the described narrative and what is shown. Overall, physical/common-sense consistency remains at a moderate level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_11/index_tensor([7198, 7198])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_11/index_tensor([7198, 7198])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..df8e1b7ca286d188eadfc3135c3f15ce3a2d0aa0
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_11/index_tensor([7198, 7198])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a wide, low-angle, still shot, a white-haired Qin Mo (a musical instrument) stands in a tranquil bamboo forest. Clad in a wide-sleeved, dark-colored silk robe, his snow-white hair gently swaying in the breeze and steam, he stands with grace and poise before an ancient clay medicine cauldron. The cauldron is dark brown, its surface mottled with age. Thick white steam rises from its mouth, obscuring his features in a hazy, mysterious silhouette. Steady in one hand, he gently stirs a long-handled wooden spoon within the cauldron, his movements measured and ritualistic. In the background, cascading, verdant bamboo leaves rise. Soft rays of sunlight penetrate the gaps in the forest, casting dappled beams of light through the lingering steam, adding depth and layering to the scene. The entire painting presents the delicate texture and elegant tones of antique silk painting, with ink-like black, white and blue as the main colors, creating a quiet, focused and mysterious atmosphere full of oriental classical aesthetics.",
+ "seed": 23852,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_11/index_7198_seed_23852_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.09375,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.5,
+ "avg": 9.515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a wide, low-angle, still shot, a white-haired Qin Mo (a musical instrument) stands in a tranquil bamboo forest. Clad in a wide-sleeved, dark-colored silk robe, his snow-white hair gently swaying in the breeze and steam, he stands with grace and poise before an ancient clay medicine cauldron. The cauldron is dark brown, its surface mottled with age. Thick white steam rises from its mouth, obscuring his features in a hazy, mysterious silhouette. Steady in one hand, he gently stirs a long-handled wooden spoon within the cauldron, his movements measured and ritualistic. In the background, cascading, verdant bamboo leaves rise. Soft rays of sunlight penetrate the gaps in the forest, casting dappled beams of light through the lingering steam, adding depth and layering to the scene. The entire painting presents the delicate texture and elegant tones of antique silk painting, with ink-like black, white and blue as the main colors, creating a quiet, focused and mysterious atmosphere full of oriental classical aesthetics.",
+ "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 scene with a figure in a bamboo forest wearing a wide-sleeved dark silk robe, with white hair, standing before an ancient clay cauldron, stirring with a long-handled wooden spoon, with thick steam rising and soft sunlight filtering through the trees. The overall mood is intended to be quiet, focused, and mysterious, with an antique-silk-painting aesthetic.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain decent resolution and consistent lighting, but there are noticeable issues that temper the overall quality. The figure’s face remains largely obscured by bright steam, which reduces facial detail and perceived realism. The hands holding the spoon show some distortion or unnatural positioning, and the steam effect, while visually striking, can feel slightly artificial at times. The background bamboo forest is rendered with reasonable clarity, and the cauldron and spoon are identifiable, though fine textures may be softened by compression. Overall, the visual quality is moderate rather than high, with several artifacts concentrated around the hands and the steam region.\n\nText-to-Video Alignment Analysis:\nThe video captures many core elements of the prompt—bamboo forest setting, a figure in a dark robe, a large cauldron, and the presence of a long-handled spoon with visible steam. However, key aspects of the prompt are not fully realized: the figure’s face is not clearly visible, and the specific identity or role (e.g., Qin Mo) is not established. The scene conveys a ritual-like mood and maintains the general color palette and atmosphere, but the alignment is only moderate due to missing facial detail and explicit character characterization. The overall alignment reflects a middle-ground fit to the prompt.\n\nPhysical Consistency / Common-sense:\nThere are notable inconsistencies in physical realism. The interaction between the hands and the spoon appears awkward, and the steam’s behavior sometimes reads as stylized rather than physically accurate. While the scene remains coherent overall, these issues reduce the perceived common-sense plausibility of the actions depicted.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "MQ": 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 scene with a figure in a bamboo forest wearing a wide-sleeved dark silk robe, with white hair, standing before an ancient clay cauldron, stirring with a long-handled wooden spoon, with thick steam rising and soft sunlight filtering through the trees. The overall mood is intended to be quiet, focused, and mysterious, with an antique-silk-painting aesthetic.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain decent resolution and consistent lighting, but there are noticeable issues that temper the overall quality. The figure’s face remains largely obscured by bright steam, which reduces facial detail and perceived realism. The hands holding the spoon show some distortion or unnatural positioning, and the steam effect, while visually striking, can feel slightly artificial at times. The background bamboo forest is rendered with reasonable clarity, and the cauldron and spoon are identifiable, though fine textures may be softened by compression. Overall, the visual quality is moderate rather than high, with several artifacts concentrated around the hands and the steam region.\n\nText-to-Video Alignment Analysis:\nThe video captures many core elements of the prompt—bamboo forest setting, a figure in a dark robe, a large cauldron, and the presence of a long-handled spoon with visible steam. However, key aspects of the prompt are not fully realized: the figure’s face is not clearly visible, and the specific identity or role (e.g., Qin Mo) is not established. The scene conveys a ritual-like mood and maintains the general color palette and atmosphere, but the alignment is only moderate due to missing facial detail and explicit character characterization. The overall alignment reflects a middle-ground fit to the prompt.\n\nPhysical Consistency / Common-sense:\nThere are notable inconsistencies in physical realism. The interaction between the hands and the spoon appears awkward, and the steam’s behavior sometimes reads as stylized rather than physically accurate. While the scene remains coherent overall, these issues reduce the perceived common-sense plausibility of the actions depicted.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 23853,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_11/index_7198_seed_23853_dp_22_rank_44_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.828125,
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+ "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 scene with a white-haired figure in a bamboo forest, wearing a wide-sleeved dark silk robe, standing before an ancient clay cauldron, stirring with a long-handled wooden spoon, with thick steam obscuring features and a tranquil, ritualistic mood. The description emphasizes a wide, low-angle, still composition with dappled sunlight and an antique-silk painting aesthetic.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but persistent softness and some blur, especially around edges and in the steam effects. Steam rendering is present but not perfectly defined, and there are occasional minor artifacts that reduce sharpness. Lighting remains consistent across frames, and color grading yields a cohesive blue/white palette with a gentle atmospheric effect. The sequence appears stable with no major distortions, though the overall crispness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are captured: a white-haired figure in a bamboo setting, wearing a dark, wide-sleeved robe, standing before a dark cauldron, and stirring with a long-handled spoon while steam obscures features. The mood and composition align with the described scene, and the blue/white color scheme reinforces the intended aesthetic. Some nuanced details—such as precise fabric texture or exact steam dynamics—are not perfectly realized, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, with steam rising naturally and the figure’s posture appearing steady. However, there are minor inconsistencies in how steam interacts with the figure and in subtle motion cues, which prevent a higher level of realism. Overall, the scene remains believable and internally 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": 2.6875,
+ "TA": 2.828125,
+ "MQ": 3.21875,
+ "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 scene with a white-haired figure in a bamboo forest, wearing a wide-sleeved dark silk robe, standing before an ancient clay cauldron, stirring with a long-handled wooden spoon, with thick steam obscuring features and a tranquil, ritualistic mood. The description emphasizes a wide, low-angle, still composition with dappled sunlight and an antique-silk painting aesthetic.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but persistent softness and some blur, especially around edges and in the steam effects. Steam rendering is present but not perfectly defined, and there are occasional minor artifacts that reduce sharpness. Lighting remains consistent across frames, and color grading yields a cohesive blue/white palette with a gentle atmospheric effect. The sequence appears stable with no major distortions, though the overall crispness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are captured: a white-haired figure in a bamboo setting, wearing a dark, wide-sleeved robe, standing before a dark cauldron, and stirring with a long-handled spoon while steam obscures features. The mood and composition align with the described scene, and the blue/white color scheme reinforces the intended aesthetic. Some nuanced details—such as precise fabric texture or exact steam dynamics—are not perfectly realized, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, with steam rising naturally and the figure’s posture appearing steady. However, there are minor inconsistencies in how steam interacts with the figure and in subtle motion cues, which prevent a higher level of realism. Overall, the scene remains believable and internally coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a wide, low-angle, still shot, a white-haired Qin Mo (a musical instrument) stands in a tranquil bamboo forest. Clad in a wide-sleeved, dark-colored silk robe, his snow-white hair gently swaying in the breeze and steam, he stands with grace and poise before an ancient clay medicine cauldron. The cauldron is dark brown, its surface mottled with age. Thick white steam rises from its mouth, obscuring his features in a hazy, mysterious silhouette. Steady in one hand, he gently stirs a long-handled wooden spoon within the cauldron, his movements measured and ritualistic. In the background, cascading, verdant bamboo leaves rise. Soft rays of sunlight penetrate the gaps in the forest, casting dappled beams of light through the lingering steam, adding depth and layering to the scene. The entire painting presents the delicate texture and elegant tones of antique silk painting, with ink-like black, white and blue as the main colors, creating a quiet, focused and mysterious atmosphere full of oriental classical aesthetics.",
+ "seed": 23854,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_11/index_7198_seed_23854_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.390625,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.25,
+ "avg": 9.28125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a wide, low-angle, still shot, a white-haired Qin Mo (a musical instrument) stands in a tranquil bamboo forest. Clad in a wide-sleeved, dark-colored silk robe, his snow-white hair gently swaying in the breeze and steam, he stands with grace and poise before an ancient clay medicine cauldron. The cauldron is dark brown, its surface mottled with age. Thick white steam rises from its mouth, obscuring his features in a hazy, mysterious silhouette. Steady in one hand, he gently stirs a long-handled wooden spoon within the cauldron, his movements measured and ritualistic. In the background, cascading, verdant bamboo leaves rise. Soft rays of sunlight penetrate the gaps in the forest, casting dappled beams of light through the lingering steam, adding depth and layering to the scene. The entire painting presents the delicate texture and elegant tones of antique silk painting, with ink-like black, white and blue as the main colors, creating a quiet, focused and mysterious atmosphere full of oriental classical aesthetics.",
+ "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 wide, low-angle, still shot featuring a figure with white hair associated with a traditional aesthetic, wearing a wide-sleeved dark silk robe, standing before an aged clay cauldron in a bamboo forest. Steam rises from the cauldron, and the figure is depicted stirring with a long-handled wooden spoon, with soft sunlight filtering through the trees to create a hazy, atmospheric mood. The overall intent is to evoke an antique silk-painting feel with muted, painterly tones.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and maintain a consistent composition. The resolution is adequate but not high, and there is a deliberate soft-focus that contributes to the atmospheric look while slightly reducing fine detail. The steam effect reads convincingly and the lighting remains steady across shots. There are no obvious distortions or artifacts, and the sequence feels stable without jarring transitions. Overall, the visual quality is moderate rather than exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—bamboo forest setting, a figure in robes, a cauldron with steam, and a low-angle, still-shot feel. However, some specific aspects are not clearly realized: the white hair is not distinctly visible, and the identity as a particular historical figure is not strongly established. The stirring action is present, and the general atmosphere is conveyed, but certain nuanced details remain ambiguous. Overall, alignment is acceptable but not perfect, reflecting a moderate correspondence to the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: steam rises naturally, lighting and shadows are coherent, and object interactions follow expected physics. There are no evident violations of common-sense constraints, and the scene maintains internal coherence throughout. This dimension is well-supported by the footage.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 2.765625,
+ "MQ": 3.125,
+ "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 wide, low-angle, still shot featuring a figure with white hair associated with a traditional aesthetic, wearing a wide-sleeved dark silk robe, standing before an aged clay cauldron in a bamboo forest. Steam rises from the cauldron, and the figure is depicted stirring with a long-handled wooden spoon, with soft sunlight filtering through the trees to create a hazy, atmospheric mood. The overall intent is to evoke an antique silk-painting feel with muted, painterly tones.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and maintain a consistent composition. The resolution is adequate but not high, and there is a deliberate soft-focus that contributes to the atmospheric look while slightly reducing fine detail. The steam effect reads convincingly and the lighting remains steady across shots. There are no obvious distortions or artifacts, and the sequence feels stable without jarring transitions. Overall, the visual quality is moderate rather than exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—bamboo forest setting, a figure in robes, a cauldron with steam, and a low-angle, still-shot feel. However, some specific aspects are not clearly realized: the white hair is not distinctly visible, and the identity as a particular historical figure is not strongly established. The stirring action is present, and the general atmosphere is conveyed, but certain nuanced details remain ambiguous. Overall, alignment is acceptable but not perfect, reflecting a moderate correspondence to the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: steam rises naturally, lighting and shadows are coherent, and object interactions follow expected physics. There are no evident violations of common-sense constraints, and the scene maintains internal coherence throughout. This dimension is well-supported by the footage.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 23855,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_11/index_7198_seed_23855_dp_23_rank_46_sample_3_slot_1.mp4",
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+ "video_score2_overall": 8.8125,
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+ "question": "In a wide, low-angle, still shot, a white-haired Qin Mo (a musical instrument) stands in a tranquil bamboo forest. Clad in a wide-sleeved, dark-colored silk robe, his snow-white hair gently swaying in the breeze and steam, he stands with grace and poise before an ancient clay medicine cauldron. The cauldron is dark brown, its surface mottled with age. Thick white steam rises from its mouth, obscuring his features in a hazy, mysterious silhouette. Steady in one hand, he gently stirs a long-handled wooden spoon within the cauldron, his movements measured and ritualistic. In the background, cascading, verdant bamboo leaves rise. Soft rays of sunlight penetrate the gaps in the forest, casting dappled beams of light through the lingering steam, adding depth and layering to the scene. The entire painting presents the delicate texture and elegant tones of antique silk painting, with ink-like black, white and blue as the main colors, creating a quiet, focused and mysterious atmosphere full of oriental classical aesthetics.",
+ "token_credit_reward": 8.8125,
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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 scene with a figure in a bamboo forest wearing a wide-sleeved dark robe, with white hair, standing before an ancient clay cauldron, stirring with a long-handled wooden spoon, with thick steam rising and soft sunlight filtering through the trees. The overall mood is intended to be mysterious and atmospheric, with an antique silk-painting aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur that reduces fine detail. The resolution is adequate but not sharp, and there is a gentle haziness that contributes to the mood without completely obscuring content. Lighting remains consistent across shots, and the color palette stays muted with blues and earth tones. There are no obvious distortions or artifacts, and the sequence appears stable with minimal camera shake. Overall, the visual quality is acceptable but not high-fidelity, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—bamboo forest setting, a figure in robes, and a cauldron with visible steam. However, key actions described in the prompt are not clearly realized: the figure’s hair movement is not evident, and there is no clearly visible stirring motion with a long-handled spoon. The lighting and atmosphere align with the intended mood, and the composition supports the sense of a still, contemplative scene. While the setting and objects are present, the absence of dynamic actions yields only partial alignment with the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships, with the cauldron positioned in front of the figure and steam rising naturally. The figure’s posture and placement feel organic within the forest setting, and the lighting supports depth and dimensionality. Some minor ambiguities remain due to the hazy rendering, but there are no glaring inconsistencies in scale, object interaction, or environmental logic. Overall, physical consistency is reasonable and coherent, though not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.828125,
+ "TA": 2.921875,
+ "MQ": 3.0625,
+ "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 scene with a figure in a bamboo forest wearing a wide-sleeved dark robe, with white hair, standing before an ancient clay cauldron, stirring with a long-handled wooden spoon, with thick steam rising and soft sunlight filtering through the trees. The overall mood is intended to be mysterious and atmospheric, with an antique silk-painting aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur that reduces fine detail. The resolution is adequate but not sharp, and there is a gentle haziness that contributes to the mood without completely obscuring content. Lighting remains consistent across shots, and the color palette stays muted with blues and earth tones. There are no obvious distortions or artifacts, and the sequence appears stable with minimal camera shake. Overall, the visual quality is acceptable but not high-fidelity, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—bamboo forest setting, a figure in robes, and a cauldron with visible steam. However, key actions described in the prompt are not clearly realized: the figure’s hair movement is not evident, and there is no clearly visible stirring motion with a long-handled spoon. The lighting and atmosphere align with the intended mood, and the composition supports the sense of a still, contemplative scene. While the setting and objects are present, the absence of dynamic actions yields only partial alignment with the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships, with the cauldron positioned in front of the figure and steam rising naturally. The figure’s posture and placement feel organic within the forest setting, and the lighting supports depth and dimensionality. Some minor ambiguities remain due to the hazy rendering, but there are no glaring inconsistencies in scale, object interaction, or environmental logic. Overall, physical consistency is reasonable and coherent, though not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_12/index_tensor([7740, 7740])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_12/index_tensor([7740, 7740])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5082c2358597bbc397bb41fc1ffc065311dec805
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_12/index_tensor([7740, 7740])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow-motion tracking shot, filmed from an extremely low angle, follows a snow-white Arctic fox as it lowers itself completely to the ground, stalking ankle-deep in deep snow. The fox's shaggy, flawless white fur, each hair distinct and detailed in the soft, diffuse light of an overcast winter sky, its watchful amber eyes fixed intently on a target off-screen, a gaze of calm and deadly concentration. It moves forward with a near-immobile pace, carefully lifting each limb and then silently treading through the soft, powdery snow, making almost no sound save for the brush of its bushy, black-tipped tail. The surrounding birch forest background is transformed into a hazy, creamy bokeh composed of vertical lines and soft light spots due to the extremely shallow depth of field effect. The outlines of the tree trunks are blurred, and only the sharp form of the fox in the foreground and the shimmering light on the snow are clearly visible. The entire picture is shrouded in an extreme tranquility and a tense atmosphere that is ready to explode, creating an atmosphere that is both beautiful and full of primitive vitality.",
+ "seed": 4042,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_12/index_7740_seed_4042_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": 3.8125,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 3.53125,
+ "video_score2_overall": 10.875,
+ "avg": 10.828125,
+ "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 the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion tracking shot from an extremely low angle following a snow-white Arctic fox as it lowers itself to the ground, stalks through deep snow, with detailed fur texture, watchful amber eyes, and a calm yet focused demeanor. The scene should include a birch forest background with shallow depth of field producing a hazy bokeh, and an overall mood of extreme tranquility with tension.\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. The fox remains identifiable, but fine details are not consistently crisp. The lighting is soft and diffuse, aligning with the overcast winter setting, and there are no obvious distortions or artifacts. The sequence appears stable with no major camera shake, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a snow-white Arctic fox, a very low camera angle, the fox appearing to lower itself toward the ground, and movement through deep snow. The fur texture and the general color palette match the description, and the environment includes a wintry forest backdrop with a hazy bokeh. Some minor deviations exist in the exact timing of the lowering motion and in the precise rendering of the tail, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fox’s anatomy and behavior appear plausible within a snowy setting, and the interaction with the snow looks believable. However, there are subtle inconsistencies in motion dynamics and environmental interactions 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": 3.8125,
+ "TA": 3.484375,
+ "MQ": 3.53125,
+ "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 slow-motion tracking shot from an extremely low angle following a snow-white Arctic fox as it lowers itself to the ground, stalks through deep snow, with detailed fur texture, watchful amber eyes, and a calm yet focused demeanor. The scene should include a birch forest background with shallow depth of field producing a hazy bokeh, and an overall mood of extreme tranquility with tension.\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. The fox remains identifiable, but fine details are not consistently crisp. The lighting is soft and diffuse, aligning with the overcast winter setting, and there are no obvious distortions or artifacts. The sequence appears stable with no major camera shake, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a snow-white Arctic fox, a very low camera angle, the fox appearing to lower itself toward the ground, and movement through deep snow. The fur texture and the general color palette match the description, and the environment includes a wintry forest backdrop with a hazy bokeh. Some minor deviations exist in the exact timing of the lowering motion and in the precise rendering of the tail, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fox’s anatomy and behavior appear plausible within a snowy setting, and the interaction with the snow looks believable. However, there are subtle inconsistencies in motion dynamics and environmental interactions 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": "slow-motion tracking shot, filmed from an extremely low angle, follows a snow-white Arctic fox as it lowers itself completely to the ground, stalking ankle-deep in deep snow. The fox's shaggy, flawless white fur, each hair distinct and detailed in the soft, diffuse light of an overcast winter sky, its watchful amber eyes fixed intently on a target off-screen, a gaze of calm and deadly concentration. It moves forward with a near-immobile pace, carefully lifting each limb and then silently treading through the soft, powdery snow, making almost no sound save for the brush of its bushy, black-tipped tail. The surrounding birch forest background is transformed into a hazy, creamy bokeh composed of vertical lines and soft light spots due to the extremely shallow depth of field effect. The outlines of the tree trunks are blurred, and only the sharp form of the fox in the foreground and the shimmering light on the snow are clearly visible. The entire picture is shrouded in an extreme tranquility and a tense atmosphere that is ready to explode, creating an atmosphere that is both beautiful and full of primitive vitality.",
+ "seed": 4043,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_12/index_7740_seed_4043_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.75,
+ "video_score2_ta": 3.875,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 11.6875,
+ "avg": 11.6875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion tracking shot, filmed from an extremely low angle, follows a snow-white Arctic fox as it lowers itself completely to the ground, stalking ankle-deep in deep snow. The fox's shaggy, flawless white fur, each hair distinct and detailed in the soft, diffuse light of an overcast winter sky, its watchful amber eyes fixed intently on a target off-screen, a gaze of calm and deadly concentration. It moves forward with a near-immobile pace, carefully lifting each limb and then silently treading through the soft, powdery snow, making almost no sound save for the brush of its bushy, black-tipped tail. The surrounding birch forest background is transformed into a hazy, creamy bokeh composed of vertical lines and soft light spots due to the extremely shallow depth of field effect. The outlines of the tree trunks are blurred, and only the sharp form of the fox in the foreground and the shimmering light on the snow are clearly visible. The entire picture is shrouded in an extreme tranquility and a tense atmosphere that is ready to explode, creating an atmosphere that is both beautiful and full of primitive vitality.",
+ "token_credit_reward": 11.6875,
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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 slow-motion tracking shot from an extremely low angle following a snow-white Arctic fox as it lowers itself to the ground, stalks ankle-deep in deep snow, with detailed fur texture, watchful amber eyes, and a calm yet concentrated demeanor. The scene should show deliberate, near-immobile movement with careful limb lifting and silent treading, a bushy tail, and a birch forest background rendered as a hazy bokeh with vertical lines and soft light spots due to shallow depth of field. The overall mood is one of extreme tranquility and tense potential.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the prompt. The frames maintain good clarity and consistent lighting, and the fox remains the focal point with convincing fur detail. The depth-of-field effect and the soft, diffused winter lighting contribute to the intended atmosphere. There are occasional minor softness or slight noise in some frames, but these do not significantly detract from the viewing experience. The sequence reads as high-quality, though not flawless, which aligns with a strong but not perfect Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt requirements. The low-angle tracking, the snow-white fox, the close proximity to the ground, and the snowy environment are well represented. The fur texture and the fox’s attentive gaze are evident, and the general mood matches the description. Some nuanced aspects—such as the exact cadence of the near-immobile pacing and the precise timing of subtle movements—are difficult to verify from static frames alone, but the overall alignment remains strong and faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible Arctic ecology and physics. The fox’s anatomy, its interaction with snow, and the environmental context (birch trees, overcast sky) are coherent, and the behavior appears consistent with a predatory animal in a cold setting. While there may be minor deviations in pacing or micro-motions, they do not undermine the overall realism or common-sense plausibility.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 4\nPhysical/Common-sense Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.75,
+ "TA": 3.875,
+ "MQ": 4.0625,
+ "Overall": 11.6875
+ }
+ }
+ ],
+ "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 slow-motion tracking shot from an extremely low angle following a snow-white Arctic fox as it lowers itself to the ground, stalks ankle-deep in deep snow, with detailed fur texture, watchful amber eyes, and a calm yet concentrated demeanor. The scene should show deliberate, near-immobile movement with careful limb lifting and silent treading, a bushy tail, and a birch forest background rendered as a hazy bokeh with vertical lines and soft light spots due to shallow depth of field. The overall mood is one of extreme tranquility and tense potential.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the prompt. The frames maintain good clarity and consistent lighting, and the fox remains the focal point with convincing fur detail. The depth-of-field effect and the soft, diffused winter lighting contribute to the intended atmosphere. There are occasional minor softness or slight noise in some frames, but these do not significantly detract from the viewing experience. The sequence reads as high-quality, though not flawless, which aligns with a strong but not perfect Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video largely satisfies the prompt requirements. The low-angle tracking, the snow-white fox, the close proximity to the ground, and the snowy environment are well represented. The fur texture and the fox’s attentive gaze are evident, and the general mood matches the description. Some nuanced aspects—such as the exact cadence of the near-immobile pacing and the precise timing of subtle movements—are difficult to verify from static frames alone, but the overall alignment remains strong and faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible Arctic ecology and physics. The fox’s anatomy, its interaction with snow, and the environmental context (birch trees, overcast sky) are coherent, and the behavior appears consistent with a predatory animal in a cold setting. While there may be minor deviations in pacing or micro-motions, they do not undermine the overall realism or common-sense plausibility.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 4\nPhysical/Common-sense Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "slow-motion tracking shot, filmed from an extremely low angle, follows a snow-white Arctic fox as it lowers itself completely to the ground, stalking ankle-deep in deep snow. The fox's shaggy, flawless white fur, each hair distinct and detailed in the soft, diffuse light of an overcast winter sky, its watchful amber eyes fixed intently on a target off-screen, a gaze of calm and deadly concentration. It moves forward with a near-immobile pace, carefully lifting each limb and then silently treading through the soft, powdery snow, making almost no sound save for the brush of its bushy, black-tipped tail. The surrounding birch forest background is transformed into a hazy, creamy bokeh composed of vertical lines and soft light spots due to the extremely shallow depth of field effect. The outlines of the tree trunks are blurred, and only the sharp form of the fox in the foreground and the shimmering light on the snow are clearly visible. The entire picture is shrouded in an extreme tranquility and a tense atmosphere that is ready to explode, creating an atmosphere that is both beautiful and full of primitive vitality.",
+ "seed": 4044,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_12/index_7740_seed_4044_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": 3.671875,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 3.96875,
+ "video_score2_overall": 11.5,
+ "avg": 11.53125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion tracking shot, filmed from an extremely low angle, follows a snow-white Arctic fox as it lowers itself completely to the ground, stalking ankle-deep in deep snow. The fox's shaggy, flawless white fur, each hair distinct and detailed in the soft, diffuse light of an overcast winter sky, its watchful amber eyes fixed intently on a target off-screen, a gaze of calm and deadly concentration. It moves forward with a near-immobile pace, carefully lifting each limb and then silently treading through the soft, powdery snow, making almost no sound save for the brush of its bushy, black-tipped tail. The surrounding birch forest background is transformed into a hazy, creamy bokeh composed of vertical lines and soft light spots due to the extremely shallow depth of field effect. The outlines of the tree trunks are blurred, and only the sharp form of the fox in the foreground and the shimmering light on the snow are clearly visible. The entire picture is shrouded in an extreme tranquility and a tense atmosphere that is ready to explode, creating an atmosphere that is both beautiful and full of primitive vitality.",
+ "token_credit_reward": 11.5,
+ "selected_reward": 11.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion tracking shot from an extremely low angle following a snow-white Arctic fox as it lowers itself to the ground, stalks ankle-deep in deep snow, with detailed fur texture, watchful amber eyes, and a calm yet focused demeanor. The scene should include a near-immobile forward motion, careful limb lifting, and a bushy tail, with a birch forest background rendered as a hazy bokeh and a tranquil yet tense atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The frames maintain decent resolution and clear depiction of the fox’s fur and features, with a consistent snowy environment and a believable depth-of-field separation. There are occasional minor softness or slight noise in some frames, but these do not dominate the viewing experience. Lighting remains stable across shots, and color grading supports a cohesive winter mood. In sum, visual quality is good with only minor imperfections.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—white Arctic fox, low-angle framing, snow setting, and a calm, watchful demeanor. However, certain dynamic aspects described in the prompt are not fully realized: the fox does not exhibit the intended near-immobile forward motion, and the sequence lacks the precise progression of lowering, careful limb lifting, and deliberate pacing through deep snow. The tail movement is not clearly visible, and the overall motion feels comparatively static. The alignment is therefore moderate: core visual motifs are present, but the nuanced motion and interaction with the snow are underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting, and environmental interactions; the fox’s posture and the snow context read as believable. Yet the absence of the expected locomotion and the somewhat restrained dynamics reduce the perceived realism of a living animal navigating challenging terrain. Overall, physical consistency is acceptable but not strongly convincing in terms of dynamic behavior.\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": 3.890625,
+ "MQ": 3.96875,
+ "Overall": 11.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion tracking shot from an extremely low angle following a snow-white Arctic fox as it lowers itself to the ground, stalks ankle-deep in deep snow, with detailed fur texture, watchful amber eyes, and a calm yet focused demeanor. The scene should include a near-immobile forward motion, careful limb lifting, and a bushy tail, with a birch forest background rendered as a hazy bokeh and a tranquil yet tense atmosphere.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The frames maintain decent resolution and clear depiction of the fox’s fur and features, with a consistent snowy environment and a believable depth-of-field separation. There are occasional minor softness or slight noise in some frames, but these do not dominate the viewing experience. Lighting remains stable across shots, and color grading supports a cohesive winter mood. In sum, visual quality is good with only minor imperfections.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—white Arctic fox, low-angle framing, snow setting, and a calm, watchful demeanor. However, certain dynamic aspects described in the prompt are not fully realized: the fox does not exhibit the intended near-immobile forward motion, and the sequence lacks the precise progression of lowering, careful limb lifting, and deliberate pacing through deep snow. The tail movement is not clearly visible, and the overall motion feels comparatively static. The alignment is therefore moderate: core visual motifs are present, but the nuanced motion and interaction with the snow are underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting, and environmental interactions; the fox’s posture and the snow context read as believable. Yet the absence of the expected locomotion and the somewhat restrained dynamics reduce the perceived realism of a living animal navigating challenging terrain. Overall, physical consistency is acceptable but not strongly convincing in terms of dynamic behavior.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow-motion tracking shot, filmed from an extremely low angle, follows a snow-white Arctic fox as it lowers itself completely to the ground, stalking ankle-deep in deep snow. The fox's shaggy, flawless white fur, each hair distinct and detailed in the soft, diffuse light of an overcast winter sky, its watchful amber eyes fixed intently on a target off-screen, a gaze of calm and deadly concentration. It moves forward with a near-immobile pace, carefully lifting each limb and then silently treading through the soft, powdery snow, making almost no sound save for the brush of its bushy, black-tipped tail. The surrounding birch forest background is transformed into a hazy, creamy bokeh composed of vertical lines and soft light spots due to the extremely shallow depth of field effect. The outlines of the tree trunks are blurred, and only the sharp form of the fox in the foreground and the shimmering light on the snow are clearly visible. The entire picture is shrouded in an extreme tranquility and a tense atmosphere that is ready to explode, creating an atmosphere that is both beautiful and full of primitive vitality.",
+ "seed": 4045,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_12/index_7740_seed_4045_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.671875,
+ "video_score2_ta": 3.265625,
+ "video_score2_mq": 3.453125,
+ "video_score2_overall": 10.375,
+ "avg": 10.390625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion tracking shot, filmed from an extremely low angle, follows a snow-white Arctic fox as it lowers itself completely to the ground, stalking ankle-deep in deep snow. The fox's shaggy, flawless white fur, each hair distinct and detailed in the soft, diffuse light of an overcast winter sky, its watchful amber eyes fixed intently on a target off-screen, a gaze of calm and deadly concentration. It moves forward with a near-immobile pace, carefully lifting each limb and then silently treading through the soft, powdery snow, making almost no sound save for the brush of its bushy, black-tipped tail. The surrounding birch forest background is transformed into a hazy, creamy bokeh composed of vertical lines and soft light spots due to the extremely shallow depth of field effect. The outlines of the tree trunks are blurred, and only the sharp form of the fox in the foreground and the shimmering light on the snow are clearly visible. The entire picture is shrouded in an extreme tranquility and a tense atmosphere that is ready to explode, creating an atmosphere that is both beautiful and full of primitive vitality.",
+ "token_credit_reward": 10.375,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow-motion tracking shot from an extremely low angle following a snow-white Arctic fox as it lowers itself to the ground, stalks ankle-deep in deep snow, with a focus on the fox's white fur, watchful amber eyes, and a calm yet concentrated demeanor while moving forward with minimal noise and a bushy tail. The surrounding birch forest is intended to be rendered with shallow depth of field, producing a hazy bokeh and blurred tree outlines, with the fox sharply defined and the scene conveying extreme tranquility and potential energy.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur around the fox’s edges. The fur texture is present but not consistently crisp across all frames, and there are occasional minor artifacts. The background blur aligns with the intended depth-of-field look, though it occasionally reduces overall sharpness. Lighting remains generally stable, and color grading yields a cohesive cool-winter palette, 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: a snow-white Arctic fox, a low-angle tracking shot, the fox lowering toward the snow, and a snowy environment with birch-like trees. The fox’s white fur, watchful amber eyes, and a calm, focused demeanor are evident. Some nuanced aspects—such as precise tail dynamics and the exact cadence of movement—are less consistently realized, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fox’s anatomy and interaction with the snow appear plausible, and lighting/shadows support a believable winter scene. However, there are minor inconsistencies in motion fluidity and subtle environmental interactions that prevent a higher level of realism. Overall, the scene maintains credible physical behavior without major violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.671875,
+ "TA": 3.265625,
+ "MQ": 3.453125,
+ "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 slow-motion tracking shot from an extremely low angle following a snow-white Arctic fox as it lowers itself to the ground, stalks ankle-deep in deep snow, with a focus on the fox's white fur, watchful amber eyes, and a calm yet concentrated demeanor while moving forward with minimal noise and a bushy tail. The surrounding birch forest is intended to be rendered with shallow depth of field, producing a hazy bokeh and blurred tree outlines, with the fox sharply defined and the scene conveying extreme tranquility and potential energy.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur around the fox’s edges. The fur texture is present but not consistently crisp across all frames, and there are occasional minor artifacts. The background blur aligns with the intended depth-of-field look, though it occasionally reduces overall sharpness. Lighting remains generally stable, and color grading yields a cohesive cool-winter palette, 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: a snow-white Arctic fox, a low-angle tracking shot, the fox lowering toward the snow, and a snowy environment with birch-like trees. The fox’s white fur, watchful amber eyes, and a calm, focused demeanor are evident. Some nuanced aspects—such as precise tail dynamics and the exact cadence of movement—are less consistently realized, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fox’s anatomy and interaction with the snow appear plausible, and lighting/shadows support a believable winter scene. However, there are minor inconsistencies in motion fluidity and subtle environmental interactions that prevent a higher level of realism. Overall, the scene maintains credible physical behavior without major violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_13/index_tensor([330, 330])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_13/index_tensor([330, 330])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..39a994fe57f6cf383c9bf165a852244727e6fbdc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_13/index_tensor([330, 330])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle tracking shot follows a young swordsman as he strides forth from the depths of a bamboo forest shrouded in morning mist. His features are delicate and resolute, his long, dark hair held back by a simple white headband. His gaze is piercing and focused. He wears a lightweight, well-tailored white Hanfu robe, and at his waist hangs a longsword in a pristine dark wooden sheath, a striking contrast to the white of his garments. As he advances with steady, powerful force, his wide cuffs and hem rustle in the breeze, rhythmically fluttering and radiating an unstoppable aura. Surrounding him is a towering sea of emerald green bamboo, shrouded in a veil of morning mist, its leaves shimmering with glistening dewdrops. The rising sun's rays filter through the thin mist and through the gaps between the bamboo leaves, casting dappled, soft beams of light, creating ever-shifting shadows on his pristine white robe and the damp, leaf-studded path beneath his feet. The entire picture is dominated by cool emerald green and pure white, creating a cinematic atmosphere that is both tranquil and mysterious, yet contains a powerful inner strength.",
+ "seed": 8234,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_13/index_330_seed_8234_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 10.5,
+ "avg": 10.453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle tracking shot follows a young swordsman as he strides forth from the depths of a bamboo forest shrouded in morning mist. His features are delicate and resolute, his long, dark hair held back by a simple white headband. His gaze is piercing and focused. He wears a lightweight, well-tailored white Hanfu robe, and at his waist hangs a longsword in a pristine dark wooden sheath, a striking contrast to the white of his garments. As he advances with steady, powerful force, his wide cuffs and hem rustle in the breeze, rhythmically fluttering and radiating an unstoppable aura. Surrounding him is a towering sea of emerald green bamboo, shrouded in a veil of morning mist, its leaves shimmering with glistening dewdrops. The rising sun's rays filter through the thin mist and through the gaps between the bamboo leaves, casting dappled, soft beams of light, creating ever-shifting shadows on his pristine white robe and the damp, leaf-studded path beneath his feet. The entire picture is dominated by cool emerald green and pure white, creating a cinematic atmosphere that is both tranquil and mysterious, yet contains a powerful inner strength.",
+ "token_credit_reward": 10.5,
+ "selected_reward": 10.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following a young swordsman as he strides from the depths of a bamboo forest shrouded in morning mist. His features are delicate and resolute; long, dark hair held back by a simple white headband. His gaze is piercing and focused. He wears a lightweight, well-tailored white Hanfu robe, and at his waist hangs a longsword in a pristine dark wooden sheath, a striking contrast to the white of his garments. As he advances with steady, powerful force, his wide cuffs and hem rustle in the breeze, rhythmically fluttering and radiating an unstoppable aura. Surrounding him is a towering sea of emerald green bamboo, shrouded in a veil of morning mist, its leaves shimmering with glistening dewdrops. The rising sun's rays filter through the thin mist and through the gaps between the bamboo leaves, casting dappled, soft beams of light, creating ever-shifting shadows on his pristine white robe and the damp, leaf-studded path beneath his feet. The entire picture is dominated by cool emerald green and pure white, creating a cinematic atmosphere that is both tranquil and mysterious, yet contains a powerful inner strength\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some compression artifacts that reduce sharpness. The color grading yields a consistent cool palette with greens and whites, and the lighting remains coherent across shots. There are no major distortions or abrupt frame-to-frame changes, and the tracking motion appears smooth. However, fine details such as facial features and fabric textures are not consistently crisp, which lowers perceived clarity relative to higher-end renders.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young swordsman in a white Hanfu robe, moving through a bamboo forest with morning mist, and a low-angle tracking perspective. The character’s presence, clothing, and environment align with the description, and the mood of tranquility and inner strength is conveyed. Some nuanced aspects—such as exact headband styling and precise fabric dynamics—are present but not perfectly matched, resulting in minor deviations rather than perfect fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, garment behavior, and environmental interactions, with no glaring physics violations. There may be subtle inconsistencies in how wind interacts with the flowing robes or how mist interacts with light, but these do not dominate the perception of realism. Overall, the scene reads as believable within the described setting.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.90625,
+ "MQ": 3.34375,
+ "Overall": 10.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following a young swordsman as he strides from the depths of a bamboo forest shrouded in morning mist. His features are delicate and resolute; long, dark hair held back by a simple white headband. His gaze is piercing and focused. He wears a lightweight, well-tailored white Hanfu robe, and at his waist hangs a longsword in a pristine dark wooden sheath, a striking contrast to the white of his garments. As he advances with steady, powerful force, his wide cuffs and hem rustle in the breeze, rhythmically fluttering and radiating an unstoppable aura. Surrounding him is a towering sea of emerald green bamboo, shrouded in a veil of morning mist, its leaves shimmering with glistening dewdrops. The rising sun's rays filter through the thin mist and through the gaps between the bamboo leaves, casting dappled, soft beams of light, creating ever-shifting shadows on his pristine white robe and the damp, leaf-studded path beneath his feet. The entire picture is dominated by cool emerald green and pure white, creating a cinematic atmosphere that is both tranquil and mysterious, yet contains a powerful inner strength\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some compression artifacts that reduce sharpness. The color grading yields a consistent cool palette with greens and whites, and the lighting remains coherent across shots. There are no major distortions or abrupt frame-to-frame changes, and the tracking motion appears smooth. However, fine details such as facial features and fabric textures are not consistently crisp, which lowers perceived clarity relative to higher-end renders.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young swordsman in a white Hanfu robe, moving through a bamboo forest with morning mist, and a low-angle tracking perspective. The character’s presence, clothing, and environment align with the description, and the mood of tranquility and inner strength is conveyed. Some nuanced aspects—such as exact headband styling and precise fabric dynamics—are present but not perfectly matched, resulting in minor deviations rather than perfect fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, garment behavior, and environmental interactions, with no glaring physics violations. There may be subtle inconsistencies in how wind interacts with the flowing robes or how mist interacts with light, but these do not dominate the perception of realism. Overall, the scene reads as believable within the described setting.\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": 8235,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_13/index_330_seed_8235_dp_26_rank_52_sample_1_slot_1.mp4",
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+ "video_score2_vq": 2.6875,
+ "video_score2_ta": 3.9375,
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+ "video_score2_overall": 9.75,
+ "avg": 9.78125,
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+ "question": "low-angle tracking shot follows a young swordsman as he strides forth from the depths of a bamboo forest shrouded in morning mist. His features are delicate and resolute, his long, dark hair held back by a simple white headband. His gaze is piercing and focused. He wears a lightweight, well-tailored white Hanfu robe, and at his waist hangs a longsword in a pristine dark wooden sheath, a striking contrast to the white of his garments. As he advances with steady, powerful force, his wide cuffs and hem rustle in the breeze, rhythmically fluttering and radiating an unstoppable aura. Surrounding him is a towering sea of emerald green bamboo, shrouded in a veil of morning mist, its leaves shimmering with glistening dewdrops. The rising sun's rays filter through the thin mist and through the gaps between the bamboo leaves, casting dappled, soft beams of light, creating ever-shifting shadows on his pristine white robe and the damp, leaf-studded path beneath his feet. The entire picture is dominated by cool emerald green and pure white, creating a cinematic atmosphere that is both tranquil and mysterious, yet contains a powerful inner strength.",
+ "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 low-angle tracking shot following a young swordsman as he strides from the depths of a bamboo forest shrouded in morning mist. The character features are delicate and resolute, with long dark hair held back by a simple white headband. The gaze is piercing and focused. He wears a lightweight, well-tailored white Hanfu robe, and at his waist hangs a longsword in a pristine dark wooden sheath, a striking contrast to the white of his garments. As he advances with steady, powerful force, his wide cuffs and hem rustle in the breeze, rhythmically fluttering and radiating an unstoppable aura. Surrounding him is a towering sea of emerald green bamboo, shrouded in a veil of morning mist, its leaves shimmering with glistening dewdrops. The rising sun's rays filter through the thin mist and through the gaps between the bamboo leaves, casting dappled, soft beams of light, creating ever-shifting shadows on his pristine white robe and the damp, leaf-studded path beneath his feet. The entire picture is dominated by cool emerald green and pure white, creating a cinematic atmosphere that is both tranquil and mysterious, yet contains a powerful inner strength\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some blur, especially in the background mist and foliage. The lighting remains consistent across shots, and color grading stays within the cool emerald green and white palette. There are no major distortions or artifacts, and the composition remains stable. The result is acceptable but not sharp or highly detailed.\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 young swordsman, a bamboo forest setting with morning mist, the white Hanfu robe, the longsword at the waist, and the general mood of tranquility and mystery. Some finer details such as exact headband styling or precise mist dynamics may vary, but the main narrative and visual cues align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s movement reads as natural and the sword handling appears plausible, and the interaction with the misty environment feels coherent. However, there are minor inconsistencies in fabric dynamics and wind interaction with the robe that prevent a higher level of realism. 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": {
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+ },
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+ "TA": 3.9375,
+ "MQ": 3.15625,
+ "Overall": 9.75
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following a young swordsman as he strides from the depths of a bamboo forest shrouded in morning mist. The character features are delicate and resolute, with long dark hair held back by a simple white headband. The gaze is piercing and focused. He wears a lightweight, well-tailored white Hanfu robe, and at his waist hangs a longsword in a pristine dark wooden sheath, a striking contrast to the white of his garments. As he advances with steady, powerful force, his wide cuffs and hem rustle in the breeze, rhythmically fluttering and radiating an unstoppable aura. Surrounding him is a towering sea of emerald green bamboo, shrouded in a veil of morning mist, its leaves shimmering with glistening dewdrops. The rising sun's rays filter through the thin mist and through the gaps between the bamboo leaves, casting dappled, soft beams of light, creating ever-shifting shadows on his pristine white robe and the damp, leaf-studded path beneath his feet. The entire picture is dominated by cool emerald green and pure white, creating a cinematic atmosphere that is both tranquil and mysterious, yet contains a powerful inner strength\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some blur, especially in the background mist and foliage. The lighting remains consistent across shots, and color grading stays within the cool emerald green and white palette. There are no major distortions or artifacts, and the composition remains stable. The result is acceptable but not sharp or highly detailed.\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 young swordsman, a bamboo forest setting with morning mist, the white Hanfu robe, the longsword at the waist, and the general mood of tranquility and mystery. Some finer details such as exact headband styling or precise mist dynamics may vary, but the main narrative and visual cues align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s movement reads as natural and the sword handling appears plausible, and the interaction with the misty environment feels coherent. However, there are minor inconsistencies in fabric dynamics and wind interaction with the robe that prevent a higher level of realism. 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": 8236,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_13/index_330_seed_8236_dp_27_rank_54_sample_2_slot_0.mp4",
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+ "video_score2_overall": 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 low-angle tracking shot following a young swordsman as he strides from the depths of a bamboo forest shrouded in morning mist. The scene emphasizes a delicate yet resolute expression, long dark hair held back by a white headband, a piercing focused gaze, and a white Hanfu robe with a longsword at the waist in a dark wooden sheath. The description continues with the forward movement, wind-rustling cuffs and hem, a sea of emerald bamboo, morning mist, dewdrops on leaves, and warm sunlight filtering through mist and bamboo gaps, culminating in a cinematic mood of tranquility and inner strength.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. The lighting and color grading create a cinematic feel with warm tones and atmospheric mist, and the composition remains stable across the sequence. However, fine details such as facial features and fabric textures are not consistently crisp, and there are minor inconsistencies in sharpness between shots. The result is acceptable but not high-fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young swordsman, a low-angle tracking shot, a bamboo forest setting with morning mist, the white headband, the white Hanfu robe, and the longsword at the waist. The mood and color palette align with the described atmosphere. Some nuanced aspects—such as the exact dynamics of the stride and the precise interaction of mist with the subject—are present but not perfectly realized, leaving room for minor deviations while preserving the overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, clothing behavior, and environmental interactions, with no major violations. There may be subtle timing or motion nuances and minor fabric dynamics that could be refined, but nothing undermines 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": 3.078125,
+ "TA": 3.484375,
+ "MQ": 3.25,
+ "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 low-angle tracking shot following a young swordsman as he strides from the depths of a bamboo forest shrouded in morning mist. The scene emphasizes a delicate yet resolute expression, long dark hair held back by a white headband, a piercing focused gaze, and a white Hanfu robe with a longsword at the waist in a dark wooden sheath. The description continues with the forward movement, wind-rustling cuffs and hem, a sea of emerald bamboo, morning mist, dewdrops on leaves, and warm sunlight filtering through mist and bamboo gaps, culminating in a cinematic mood of tranquility and inner strength.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. The lighting and color grading create a cinematic feel with warm tones and atmospheric mist, and the composition remains stable across the sequence. However, fine details such as facial features and fabric textures are not consistently crisp, and there are minor inconsistencies in sharpness between shots. The result is acceptable but not high-fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young swordsman, a low-angle tracking shot, a bamboo forest setting with morning mist, the white headband, the white Hanfu robe, and the longsword at the waist. The mood and color palette align with the described atmosphere. Some nuanced aspects—such as the exact dynamics of the stride and the precise interaction of mist with the subject—are present but not perfectly realized, leaving room for minor deviations while preserving the overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, clothing behavior, and environmental interactions, with no major violations. There may be subtle timing or motion nuances and minor fabric dynamics that could be refined, but nothing undermines overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle tracking shot follows a young swordsman as he strides forth from the depths of a bamboo forest shrouded in morning mist. His features are delicate and resolute, his long, dark hair held back by a simple white headband. His gaze is piercing and focused. He wears a lightweight, well-tailored white Hanfu robe, and at his waist hangs a longsword in a pristine dark wooden sheath, a striking contrast to the white of his garments. As he advances with steady, powerful force, his wide cuffs and hem rustle in the breeze, rhythmically fluttering and radiating an unstoppable aura. Surrounding him is a towering sea of emerald green bamboo, shrouded in a veil of morning mist, its leaves shimmering with glistening dewdrops. The rising sun's rays filter through the thin mist and through the gaps between the bamboo leaves, casting dappled, soft beams of light, creating ever-shifting shadows on his pristine white robe and the damp, leaf-studded path beneath his feet. The entire picture is dominated by cool emerald green and pure white, creating a cinematic atmosphere that is both tranquil and mysterious, yet contains a powerful inner strength.",
+ "seed": 8237,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_13/index_330_seed_8237_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 3.515625,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
+ "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 low-angle tracking shot following a young swordsman as he strides from the depths of a bamboo forest shrouded in morning mist. The scene should feature a delicate, resolute face; long dark hair held back by a simple white headband; a piercing, focused gaze; a lightweight, well-tailored white Hanfu robe; a longsword at the waist in a pristine dark wooden sheath; the sword should be drawn and visible; the movement should convey steady, powerful force; the cuffs and hem should flutter in the breeze; the setting should include a towering sea of emerald bamboo shrouded in morning mist with leaves shimmering with dewdrops; the lighting should show the rising sun filtering through mist and gaps in the bamboo, casting dappled, soft beams and shifting shadows on the pristine white robe and damp leaf-studded path; the overall mood should be tranquil yet mysterious with a powerful inner strength.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, but there are noticeable softness and some background blur that reduce sharpness. The misty atmosphere is present and contributes to the mood, yet it does not compensate for the lack of fine detail. The sequence remains stable with no major distortions, though the overall crispness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are captured: a young swordsman, low-angle tracking, forward movement through a bamboo forest, morning mist, a delicate yet resolute expression, long dark hair with a white headband, a drawn sword, and flowing white robes. Some nuanced details such as precise sheath visibility and exact mist dynamics are less explicit, but the main narrative and visual cues align closely with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and motion feel plausible, and the interaction with the misty environment reads as believable. However, there are minor inconsistencies in how wind interacts with the robes and how the sword moves relative to the body, which prevent a higher level of realism. Overall, the scene maintains coherence without obvious physics 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": 2.8125,
+ "TA": 3.515625,
+ "MQ": 3.234375,
+ "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 low-angle tracking shot following a young swordsman as he strides from the depths of a bamboo forest shrouded in morning mist. The scene should feature a delicate, resolute face; long dark hair held back by a simple white headband; a piercing, focused gaze; a lightweight, well-tailored white Hanfu robe; a longsword at the waist in a pristine dark wooden sheath; the sword should be drawn and visible; the movement should convey steady, powerful force; the cuffs and hem should flutter in the breeze; the setting should include a towering sea of emerald bamboo shrouded in morning mist with leaves shimmering with dewdrops; the lighting should show the rising sun filtering through mist and gaps in the bamboo, casting dappled, soft beams and shifting shadows on the pristine white robe and damp leaf-studded path; the overall mood should be tranquil yet mysterious with a powerful inner strength.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, but there are noticeable softness and some background blur that reduce sharpness. The misty atmosphere is present and contributes to the mood, yet it does not compensate for the lack of fine detail. The sequence remains stable with no major distortions, though the overall crispness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are captured: a young swordsman, low-angle tracking, forward movement through a bamboo forest, morning mist, a delicate yet resolute expression, long dark hair with a white headband, a drawn sword, and flowing white robes. Some nuanced details such as precise sheath visibility and exact mist dynamics are less explicit, but the main narrative and visual cues align closely with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and motion feel plausible, and the interaction with the misty environment reads as believable. However, there are minor inconsistencies in how wind interacts with the robes and how the sword moves relative to the body, which prevent a higher level of realism. Overall, the scene maintains coherence without obvious physics violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_14/index_tensor([4286, 4286])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_14/index_tensor([4286, 4286])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b8b2f2ed27e9390f1e18c9081dc4f309a61c8cf
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_14/index_tensor([4286, 4286])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Shot in a raw, documentary style, this low-angle, wide-angle shot follows a massive mining haul truck, slowly moving backward to maintain a perfectly centered composition as it deliberately reverses out of the deep shadows of a cavernous tunnel entrance. The vehicle is an industrial behemoth, its standard yellow paint almost completely obscured by a thick, matte, caked-on dirt and fine ochre dust, deep scratches revealing the gleam of raw metal beneath. Its massive tires, each taller than a man, churn up the loose gravel ground, kicking up thick, billowing clouds of dust that catch the harsh, direct sunlight. The tunnel's mouth is a rough arch blasted into a massive wall of rugged gray and brown rock. Within lies a pitch-black void from which the machinery emerges. The relentless midday sun illuminates the scene, casting deep, sharp shadows and illuminating the swirling dust particles, creating a tangible, gritty texture in the air. The steady, observational nature of the image and the sheer scale of the subject against the pristine rocky landscape evoke a powerful atmosphere of industrial power and objective reality.",
+ "seed": 25435,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_14/index_4286_seed_25435_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": 2.921875,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.625,
+ "avg": 9.578125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot in a raw, documentary style, this low-angle, wide-angle shot follows a massive mining haul truck, slowly moving backward to maintain a perfectly centered composition as it deliberately reverses out of the deep shadows of a cavernous tunnel entrance. The vehicle is an industrial behemoth, its standard yellow paint almost completely obscured by a thick, matte, caked-on dirt and fine ochre dust, deep scratches revealing the gleam of raw metal beneath. Its massive tires, each taller than a man, churn up the loose gravel ground, kicking up thick, billowing clouds of dust that catch the harsh, direct sunlight. The tunnel's mouth is a rough arch blasted into a massive wall of rugged gray and brown rock. Within lies a pitch-black void from which the machinery emerges. The relentless midday sun illuminates the scene, casting deep, sharp shadows and illuminating the swirling dust particles, creating a tangible, gritty texture in the air. The steady, observational nature of the image and the sheer scale of the subject against the pristine rocky landscape evoke a powerful atmosphere of industrial power and objective reality.",
+ "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 raw, documentary-style shot featuring a massive mining haul truck moving slowly backward with a perfectly centered composition as it reverses out of a cavernous tunnel entrance. The vehicle is depicted as a standard yellow industrial behemoth, heavily coated with dirt and dust, with large tires and a rugged, sunlit environment. The scene emphasizes a high-contrast, sunlit setting with visible dust plumes and a sense of scale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the truck 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 legible, though not exceptionally polished.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a large yellow mining truck, a low-angle wide framing, visible dust, bright daylight, and a cavernous backdrop. The truck’s movement and composition align with the described scenario, with only minor deviations in pacing or exact positioning that do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The scene generally adheres to plausible physics and scale relationships, but there are subtle cues—such as dust behavior or lighting interactions—that could be more consistent with real-world expectations, preventing a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 3.5,
+ "MQ": 3.15625,
+ "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 raw, documentary-style shot featuring a massive mining haul truck moving slowly backward with a perfectly centered composition as it reverses out of a cavernous tunnel entrance. The vehicle is depicted as a standard yellow industrial behemoth, heavily coated with dirt and dust, with large tires and a rugged, sunlit environment. The scene emphasizes a high-contrast, sunlit setting with visible dust plumes and a sense of scale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the truck 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 legible, though not exceptionally polished.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a large yellow mining truck, a low-angle wide framing, visible dust, bright daylight, and a cavernous backdrop. The truck’s movement and composition align with the described scenario, with only minor deviations in pacing or exact positioning that do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The scene generally adheres to plausible physics and scale relationships, but there are subtle cues—such as dust behavior or lighting interactions—that could be more consistent with real-world expectations, 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"
+ ]
+ },
+ {
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+ "seed": 25436,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_14/index_4286_seed_25436_dp_28_rank_56_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 9.0,
+ "avg": 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 raw, documentary-style shot featuring a massive mining haul truck moving slowly backward with a perfectly centered composition as it reverses out of a cavernous tunnel entrance. The vehicle is depicted with yellow paint largely obscured by dirt and dust, with visible scratches and a sunlit, dusty environment. The scene emphasizes industrial scale, midday lighting, and a gritty atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Lighting remains generally consistent across shots, and color grading supports a warm, dusty industrial look. There are no major distortions or abrupt frame-to-frame changes, though the image sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle, wide framing of a large yellow mining truck with prominent tires, moving through a dusty, sunlit environment and leaving visible tire tracks. The core elements—vehicle type, scale, color, and dusty setting—are well captured. Some aspects of the exact motion (e.g., precise backward movement) and the tunnel entrance context are not fully explicit, but the essential prompt cues are clearly represented.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The truck’s proportions and interaction with the ground appear plausible, and dust behavior aligns with expected physics under bright daylight. However, there are minor inconsistencies in motion dynamics and environmental interactions that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.734375,
+ "MQ": 3.234375,
+ "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 raw, documentary-style shot featuring a massive mining haul truck moving slowly backward with a perfectly centered composition as it reverses out of a cavernous tunnel entrance. The vehicle is depicted with yellow paint largely obscured by dirt and dust, with visible scratches and a sunlit, dusty environment. The scene emphasizes industrial scale, midday lighting, and a gritty atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Lighting remains generally consistent across shots, and color grading supports a warm, dusty industrial look. There are no major distortions or abrupt frame-to-frame changes, though the image sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle, wide framing of a large yellow mining truck with prominent tires, moving through a dusty, sunlit environment and leaving visible tire tracks. The core elements—vehicle type, scale, color, and dusty setting—are well captured. Some aspects of the exact motion (e.g., precise backward movement) and the tunnel entrance context are not fully explicit, but the essential prompt cues are clearly represented.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The truck’s proportions and interaction with the ground appear plausible, and dust behavior aligns with expected physics under bright daylight. However, there are minor inconsistencies in motion dynamics and environmental interactions that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in a raw, documentary style, this low-angle, wide-angle shot follows a massive mining haul truck, slowly moving backward to maintain a perfectly centered composition as it deliberately reverses out of the deep shadows of a cavernous tunnel entrance. The vehicle is an industrial behemoth, its standard yellow paint almost completely obscured by a thick, matte, caked-on dirt and fine ochre dust, deep scratches revealing the gleam of raw metal beneath. Its massive tires, each taller than a man, churn up the loose gravel ground, kicking up thick, billowing clouds of dust that catch the harsh, direct sunlight. The tunnel's mouth is a rough arch blasted into a massive wall of rugged gray and brown rock. Within lies a pitch-black void from which the machinery emerges. The relentless midday sun illuminates the scene, casting deep, sharp shadows and illuminating the swirling dust particles, creating a tangible, gritty texture in the air. The steady, observational nature of the image and the sheer scale of the subject against the pristine rocky landscape evoke a powerful atmosphere of industrial power and objective reality.",
+ "seed": 25437,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_14/index_4286_seed_25437_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": 3.640625,
+ "video_score2_ta": 3.671875,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 11.1875,
+ "avg": 11.203125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot in a raw, documentary style, this low-angle, wide-angle shot follows a massive mining haul truck, slowly moving backward to maintain a perfectly centered composition as it deliberately reverses out of the deep shadows of a cavernous tunnel entrance. The vehicle is an industrial behemoth, its standard yellow paint almost completely obscured by a thick, matte, caked-on dirt and fine ochre dust, deep scratches revealing the gleam of raw metal beneath. Its massive tires, each taller than a man, churn up the loose gravel ground, kicking up thick, billowing clouds of dust that catch the harsh, direct sunlight. The tunnel's mouth is a rough arch blasted into a massive wall of rugged gray and brown rock. Within lies a pitch-black void from which the machinery emerges. The relentless midday sun illuminates the scene, casting deep, sharp shadows and illuminating the swirling dust particles, creating a tangible, gritty texture in the air. The steady, observational nature of the image and the sheer scale of the subject against the pristine rocky landscape evoke a powerful atmosphere of industrial power and objective reality.",
+ "token_credit_reward": 11.1875,
+ "selected_reward": 11.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a raw, documentary-style shot featuring a massive mining haul truck moving slowly backward, with a perfectly centered composition as it reverses out of a cavernous tunnel entrance. The vehicle is depicted as an industrial behemoth with yellow paint largely obscured by dirt and dust, and massive tires that appear taller than a man. It operates on loose gravel ground, kicking up thick dust clouds under harsh daylight, with a tunnel mouth described as a rough arch in a massive rock wall and a pitch-black void beyond. The scene is lit by a relentless midday sun, producing deep shadows and visible dust particles, and a steady, observational camera work that emphasizes scale and industrial power.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the imagery remains clear enough to discern the truck, tires, and terrain, with consistent lighting and minimal artifacts. However, there are occasional minor softness or compression hints in some frames, preventing a perfect top-tier score. Overall, the visual quality is good and coherent, aligning with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—industrial vehicle, large tires, dusty environment, and a rugged backdrop. Yet, certain aspects are not fully realized: the exact low-angle, wide framing and the precise sequence of the truck reversing out of a tunnel are not consistently demonstrated, and some details (such as the tunnel’s arch form and the depth of the dark void) are only partially conveyed. The alignment is moderate, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the truck interacts with loose terrain, dust plumes form realistically, and lighting/shadows are coherent with a sunlit outdoor setting. There are no obvious physics violations, though some micro-dynamics could be refined for higher realism. Overall, physical consistency is acceptable and aligns with a 3/5 rating.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.640625,
+ "TA": 3.671875,
+ "MQ": 3.890625,
+ "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 raw, documentary-style shot featuring a massive mining haul truck moving slowly backward, with a perfectly centered composition as it reverses out of a cavernous tunnel entrance. The vehicle is depicted as an industrial behemoth with yellow paint largely obscured by dirt and dust, and massive tires that appear taller than a man. It operates on loose gravel ground, kicking up thick dust clouds under harsh daylight, with a tunnel mouth described as a rough arch in a massive rock wall and a pitch-black void beyond. The scene is lit by a relentless midday sun, producing deep shadows and visible dust particles, and a steady, observational camera work that emphasizes scale and industrial power.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and the imagery remains clear enough to discern the truck, tires, and terrain, with consistent lighting and minimal artifacts. However, there are occasional minor softness or compression hints in some frames, preventing a perfect top-tier score. Overall, the visual quality is good and coherent, aligning with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—industrial vehicle, large tires, dusty environment, and a rugged backdrop. Yet, certain aspects are not fully realized: the exact low-angle, wide framing and the precise sequence of the truck reversing out of a tunnel are not consistently demonstrated, and some details (such as the tunnel’s arch form and the depth of the dark void) are only partially conveyed. The alignment is moderate, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the truck interacts with loose terrain, dust plumes form realistically, and lighting/shadows are coherent with a sunlit outdoor setting. There are no obvious physics violations, though some micro-dynamics could be refined for higher realism. Overall, physical consistency is acceptable and aligns with a 3/5 rating.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in a raw, documentary style, this low-angle, wide-angle shot follows a massive mining haul truck, slowly moving backward to maintain a perfectly centered composition as it deliberately reverses out of the deep shadows of a cavernous tunnel entrance. The vehicle is an industrial behemoth, its standard yellow paint almost completely obscured by a thick, matte, caked-on dirt and fine ochre dust, deep scratches revealing the gleam of raw metal beneath. Its massive tires, each taller than a man, churn up the loose gravel ground, kicking up thick, billowing clouds of dust that catch the harsh, direct sunlight. The tunnel's mouth is a rough arch blasted into a massive wall of rugged gray and brown rock. Within lies a pitch-black void from which the machinery emerges. The relentless midday sun illuminates the scene, casting deep, sharp shadows and illuminating the swirling dust particles, creating a tangible, gritty texture in the air. The steady, observational nature of the image and the sheer scale of the subject against the pristine rocky landscape evoke a powerful atmosphere of industrial power and objective reality.",
+ "seed": 25438,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_14/index_4286_seed_25438_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.140625,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.75,
+ "avg": 8.78125,
+ "reward_records": [
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+ "question": "Shot in a raw, documentary style, this low-angle, wide-angle shot follows a massive mining haul truck, slowly moving backward to maintain a perfectly centered composition as it deliberately reverses out of the deep shadows of a cavernous tunnel entrance. The vehicle is an industrial behemoth, its standard yellow paint almost completely obscured by a thick, matte, caked-on dirt and fine ochre dust, deep scratches revealing the gleam of raw metal beneath. Its massive tires, each taller than a man, churn up the loose gravel ground, kicking up thick, billowing clouds of dust that catch the harsh, direct sunlight. The tunnel's mouth is a rough arch blasted into a massive wall of rugged gray and brown rock. Within lies a pitch-black void from which the machinery emerges. The relentless midday sun illuminates the scene, casting deep, sharp shadows and illuminating the swirling dust particles, creating a tangible, gritty texture in the air. The steady, observational nature of the image and the sheer scale of the subject against the pristine rocky landscape evoke a powerful atmosphere of industrial power and objective reality.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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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 raw, documentary-style shot featuring a massive mining haul truck moving backward through a cavernous tunnel entrance, with yellow paint largely obscured by dirt and dust, and a scene bathed in harsh daylight. In practice, the video presents a truck near a tunnel opening, but several key elements are not convincingly realized: the truck’s movement is not clearly shown as a deliberate backward exit, the yellow paint remains visible rather than heavily obscured, and the extreme dust clouds and dramatic lighting described are not strongly conveyed. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the truck and environment, with stable framing and consistent lighting. However, there are minor issues such as slight color desaturation and occasional compression artifacts that prevent a high-end look. The sequence reads as competent but not exceptional in visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures some core elements (truck presence, tunnel context, general industrial setting), but several critical aspects of the prompt are underrepresented or misrepresented. The intended dynamic action of a backward exit with heavy dust and obscured paint is not convincingly depicted, resulting in only moderate alignment between the prompt and the video.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and mechanical behavior; the truck sits on the ground with believable proportions and lighting. Some environmental interactions (dust dispersion, lighting dynamics) are not fully convincing, but overall the physical realism remains acceptable.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in faithfully translating the prompt’s dynamic and atmospheric elements while preserving coherent visual and physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.140625,
+ "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 raw, documentary-style shot featuring a massive mining haul truck moving backward through a cavernous tunnel entrance, with yellow paint largely obscured by dirt and dust, and a scene bathed in harsh daylight. In practice, the video presents a truck near a tunnel opening, but several key elements are not convincingly realized: the truck’s movement is not clearly shown as a deliberate backward exit, the yellow paint remains visible rather than heavily obscured, and the extreme dust clouds and dramatic lighting described are not strongly conveyed. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the truck and environment, with stable framing and consistent lighting. However, there are minor issues such as slight color desaturation and occasional compression artifacts that prevent a high-end look. The sequence reads as competent but not exceptional in visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures some core elements (truck presence, tunnel context, general industrial setting), but several critical aspects of the prompt are underrepresented or misrepresented. The intended dynamic action of a backward exit with heavy dust and obscured paint is not convincingly depicted, resulting in only moderate alignment between the prompt and the video.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and mechanical behavior; the truck sits on the ground with believable proportions and lighting. Some environmental interactions (dust dispersion, lighting dynamics) are not fully convincing, but overall the physical realism remains acceptable.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in faithfully translating the prompt’s dynamic and atmospheric elements while preserving coherent visual and physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_15/index_tensor([3407, 3407])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_15/index_tensor([3407, 3407])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..eef021844d1510884a489a34004fff6e08dd3ee8
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_15/index_tensor([3407, 3407])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "macro close-up shot from a low side angle, the camera remains still, focusing completely on a budding Epiphyllum in the quiet, dark garden. The cool, silvery moonlight provides the sole source of light, shrouding the scene in a mysterious and tranquil atmosphere, against a backdrop of blurred, out-of-focus dark foliage. Initially, the bud is tightly closed, its deep green outer bracts enveloping the faintly glimpsed snow-white interior. As time passes, the outermost bracts begin to tremble slightly, then peel back with exquisite slowness and grace. Immediately, the snow-white inner petals begin a silent dance, carefully unfurling from the center outward, layer by layer, unhurriedly opening. Each petal is as thin as a cicada's wing, translucent in the moonlight, its soft, waxy sheen gleaming. Light filters through the petals' edges, outlining their sharp, chaste contours while casting deep, soft shadows within their folds. Finally, the entire flower blooms fully, forming a huge and perfect white chalice, revealing a cluster of delicate pale yellow stamens in the center. The whole process is filled with the miracle of life awakening and the ultimate beauty of fleetingness. The color tone of the picture forms a sharp contrast with the cold blue-black and pure bright white, creating a sacred and sad poetry.",
+ "seed": 7241,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_15/index_3407_seed_7241_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.5,
+ "video_score2_ta": 2.921875,
+ "video_score2_mq": 3.515625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a macro close-up of an Epiphyllum blooming under moonlight, starting with a tightly closed bud and progressing through stages where outer bracts peel back, inner petals unfurl, and a large white chalice opens to reveal pale yellow stamens. The intended mood is serene and ethereal, with a stark color contrast between cool blue tones and bright white.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower structure, but there are occasional minor artifacts and slight inconsistencies in lighting or focus that prevent a higher rating. The sequence remains coherent and the subject is clearly visible, though not exceptionally pristine throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up, a low-angle perspective, and a progression toward bloom with visible stamens. The moonlit ambiance and the color palette align with the description, and the core narrative is well captured. Some fine-grained details (e.g., exact timing of each petal movement) may be simplified, but the major elements and progression match the prompt closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression and the lighting supports a moonlit setting. There are no glaring contradictions, but some micro-timing and motion nuances could be more tightly aligned with real-world expectations, keeping it believable without overstating precision.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.5,
+ "TA": 2.921875,
+ "MQ": 3.515625,
+ "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 macro close-up of an Epiphyllum blooming under moonlight, starting with a tightly closed bud and progressing through stages where outer bracts peel back, inner petals unfurl, and a large white chalice opens to reveal pale yellow stamens. The intended mood is serene and ethereal, with a stark color contrast between cool blue tones and bright white.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower structure, but there are occasional minor artifacts and slight inconsistencies in lighting or focus that prevent a higher rating. The sequence remains coherent and the subject is clearly visible, though not exceptionally pristine throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up, a low-angle perspective, and a progression toward bloom with visible stamens. The moonlit ambiance and the color palette align with the description, and the core narrative is well captured. Some fine-grained details (e.g., exact timing of each petal movement) may be simplified, but the major elements and progression match the prompt closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression and the lighting supports a moonlit setting. There are no glaring contradictions, but some micro-timing and motion nuances could be more tightly aligned with real-world expectations, keeping it believable without overstating precision.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "macro close-up shot from a low side angle, the camera remains still, focusing completely on a budding Epiphyllum in the quiet, dark garden. The cool, silvery moonlight provides the sole source of light, shrouding the scene in a mysterious and tranquil atmosphere, against a backdrop of blurred, out-of-focus dark foliage. Initially, the bud is tightly closed, its deep green outer bracts enveloping the faintly glimpsed snow-white interior. As time passes, the outermost bracts begin to tremble slightly, then peel back with exquisite slowness and grace. Immediately, the snow-white inner petals begin a silent dance, carefully unfurling from the center outward, layer by layer, unhurriedly opening. Each petal is as thin as a cicada's wing, translucent in the moonlight, its soft, waxy sheen gleaming. Light filters through the petals' edges, outlining their sharp, chaste contours while casting deep, soft shadows within their folds. Finally, the entire flower blooms fully, forming a huge and perfect white chalice, revealing a cluster of delicate pale yellow stamens in the center. The whole process is filled with the miracle of life awakening and the ultimate beauty of fleetingness. The color tone of the picture forms a sharp contrast with the cold blue-black and pure bright white, creating a sacred and sad poetry.",
+ "seed": 7242,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_15/index_3407_seed_7242_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
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+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 1.9765625,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.6796875,
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+ "question": "macro close-up shot from a low side angle, the camera remains still, focusing completely on a budding Epiphyllum in the quiet, dark garden. The cool, silvery moonlight provides the sole source of light, shrouding the scene in a mysterious and tranquil atmosphere, against a backdrop of blurred, out-of-focus dark foliage. Initially, the bud is tightly closed, its deep green outer bracts enveloping the faintly glimpsed snow-white interior. As time passes, the outermost bracts begin to tremble slightly, then peel back with exquisite slowness and grace. Immediately, the snow-white inner petals begin a silent dance, carefully unfurling from the center outward, layer by layer, unhurriedly opening. Each petal is as thin as a cicada's wing, translucent in the moonlight, its soft, waxy sheen gleaming. Light filters through the petals' edges, outlining their sharp, chaste contours while casting deep, soft shadows within their folds. Finally, the entire flower blooms fully, forming a huge and perfect white chalice, revealing a cluster of delicate pale yellow stamens in the center. The whole process is filled with the miracle of life awakening and the ultimate beauty of fleetingness. The color tone of the picture forms a sharp contrast with the cold blue-black and pure bright white, creating a sacred and sad poetry.",
+ "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 macro close-up of an Epiphyllum (cactus) flower in a moonlit garden, with a sequence where the bud opens to reveal white petals and a pale yellow center. The description emphasizes a low-angle view, a gradual blooming progression, and a strong contrast between the white bloom and the dark background.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a white flower with some translucency and a cool palette. The overall image quality is moderate: there is noticeable softness and mild blur that reduce fine detail, but no severe artifacts or distortions. The lighting remains consistent with a cool, moonlit mood, and the depth of field helps separate the subject from the background. The sequence appears stable without abrupt jumps, though the lack of sharpness limits perceived clarity. Overall, Visual Quality aligns with a mid-level score.\n\nText-to-Video Alignment Assessment:\nThere are clear mismatches between the prompt and the video. The footage presents a white bloom that resembles a different botanical form rather than an Epiphyllum, and the described low-angle, tight macro perspective is not convincingly realized. The progression of opening is not clearly demonstrated across frames, and the specific details of the flower’s anatomy (e.g., the exact arrangement of petals and stamens) do not consistently match the prompt. While the moonlit ambiance is present, the core textual cues are not faithfully captured. Overall, Text-to-Video Alignment is limited, reflecting notable deviations from the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: lighting, shading, and depth cues are coherent, and there are no obvious violations of basic physics. The main inconsistency lies in the botanical identity and the expected morphological features, which reduces fidelity to the intended subject but does not introduce physical implausibilities. Overall, Physical Consistency remains acceptable.\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": 3.515625,
+ "TA": 1.9765625,
+ "MQ": 3.1875,
+ "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 macro close-up of an Epiphyllum (cactus) flower in a moonlit garden, with a sequence where the bud opens to reveal white petals and a pale yellow center. The description emphasizes a low-angle view, a gradual blooming progression, and a strong contrast between the white bloom and the dark background.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a white flower with some translucency and a cool palette. The overall image quality is moderate: there is noticeable softness and mild blur that reduce fine detail, but no severe artifacts or distortions. The lighting remains consistent with a cool, moonlit mood, and the depth of field helps separate the subject from the background. The sequence appears stable without abrupt jumps, though the lack of sharpness limits perceived clarity. Overall, Visual Quality aligns with a mid-level score.\n\nText-to-Video Alignment Assessment:\nThere are clear mismatches between the prompt and the video. The footage presents a white bloom that resembles a different botanical form rather than an Epiphyllum, and the described low-angle, tight macro perspective is not convincingly realized. The progression of opening is not clearly demonstrated across frames, and the specific details of the flower’s anatomy (e.g., the exact arrangement of petals and stamens) do not consistently match the prompt. While the moonlit ambiance is present, the core textual cues are not faithfully captured. Overall, Text-to-Video Alignment is limited, reflecting notable deviations from the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: lighting, shading, and depth cues are coherent, and there are no obvious violations of basic physics. The main inconsistency lies in the botanical identity and the expected morphological features, which reduces fidelity to the intended subject but does not introduce physical implausibilities. Overall, Physical Consistency remains acceptable.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "macro close-up shot from a low side angle, the camera remains still, focusing completely on a budding Epiphyllum in the quiet, dark garden. The cool, silvery moonlight provides the sole source of light, shrouding the scene in a mysterious and tranquil atmosphere, against a backdrop of blurred, out-of-focus dark foliage. Initially, the bud is tightly closed, its deep green outer bracts enveloping the faintly glimpsed snow-white interior. As time passes, the outermost bracts begin to tremble slightly, then peel back with exquisite slowness and grace. Immediately, the snow-white inner petals begin a silent dance, carefully unfurling from the center outward, layer by layer, unhurriedly opening. Each petal is as thin as a cicada's wing, translucent in the moonlight, its soft, waxy sheen gleaming. Light filters through the petals' edges, outlining their sharp, chaste contours while casting deep, soft shadows within their folds. Finally, the entire flower blooms fully, forming a huge and perfect white chalice, revealing a cluster of delicate pale yellow stamens in the center. The whole process is filled with the miracle of life awakening and the ultimate beauty of fleetingness. The color tone of the picture forms a sharp contrast with the cold blue-black and pure bright white, creating a sacred and sad poetry.",
+ "seed": 7243,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_15/index_3407_seed_7243_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.890625,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 3.984375,
+ "video_score2_overall": 10.875,
+ "avg": 10.859375,
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+ "question": "macro close-up shot from a low side angle, the camera remains still, focusing completely on a budding Epiphyllum in the quiet, dark garden. The cool, silvery moonlight provides the sole source of light, shrouding the scene in a mysterious and tranquil atmosphere, against a backdrop of blurred, out-of-focus dark foliage. Initially, the bud is tightly closed, its deep green outer bracts enveloping the faintly glimpsed snow-white interior. As time passes, the outermost bracts begin to tremble slightly, then peel back with exquisite slowness and grace. Immediately, the snow-white inner petals begin a silent dance, carefully unfurling from the center outward, layer by layer, unhurriedly opening. Each petal is as thin as a cicada's wing, translucent in the moonlight, its soft, waxy sheen gleaming. Light filters through the petals' edges, outlining their sharp, chaste contours while casting deep, soft shadows within their folds. Finally, the entire flower blooms fully, forming a huge and perfect white chalice, revealing a cluster of delicate pale yellow stamens in the center. The whole process is filled with the miracle of life awakening and the ultimate beauty of fleetingness. The color tone of the picture forms a sharp contrast with the cold blue-black and pure bright white, creating a sacred and sad poetry.",
+ "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 macro close-up of an Epiphyllum blooming under moonlight, starting with a tightly closed bud and progressing through stages where outer bracts peel back, inner petals unfurl, and the flower opens into a large white chalice with pale yellow stamens. The description emphasizes a low-angle view, a still camera, and a mysterious, tranquil mood with a stark color contrast between the white bloom and the dark background.\n\nVisual Quality Assessment:\nOverall, the video presents a strong macro aesthetic with clear detail and consistent lighting across the sequence. The imagery is sharp enough to reveal petal textures and the stamens, and the depth-of-field effect helps separate the subject from the background. There are no obvious distortions or artifacts, and motion appears smooth. However, there are minor imperfections (e.g., occasional slight softness or very subtle noise) 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 captures several key elements of the prompt—close-up framing, low-angle perspective, a still camera, and a moonlit ambiance with a white bloom and visible stamens. However, some aspects are not perfectly matched: the exact progression of the bloom (bud to full blossom) and the timing of petal movements are not consistently demonstrated, and the overall narrative flow is only moderately aligned with the described sequence. The alignment is acceptable but not flawless, corresponding to a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe depiction adheres to plausible botanical behavior: the flower opens gradually, petals separate and unfurl, and the stamens remain visible. Lighting and shading support a natural look, and the depth cues feel coherent. While the sequence is generally believable, there are minor deviations in timing and micro-motions that prevent a perfect match to real-world expectations. Overall, Physical Consistency is rated 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.890625,
+ "TA": 2.984375,
+ "MQ": 3.984375,
+ "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 macro close-up of an Epiphyllum blooming under moonlight, starting with a tightly closed bud and progressing through stages where outer bracts peel back, inner petals unfurl, and the flower opens into a large white chalice with pale yellow stamens. The description emphasizes a low-angle view, a still camera, and a mysterious, tranquil mood with a stark color contrast between the white bloom and the dark background.\n\nVisual Quality Assessment:\nOverall, the video presents a strong macro aesthetic with clear detail and consistent lighting across the sequence. The imagery is sharp enough to reveal petal textures and the stamens, and the depth-of-field effect helps separate the subject from the background. There are no obvious distortions or artifacts, and motion appears smooth. However, there are minor imperfections (e.g., occasional slight softness or very subtle noise) 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 captures several key elements of the prompt—close-up framing, low-angle perspective, a still camera, and a moonlit ambiance with a white bloom and visible stamens. However, some aspects are not perfectly matched: the exact progression of the bloom (bud to full blossom) and the timing of petal movements are not consistently demonstrated, and the overall narrative flow is only moderately aligned with the described sequence. The alignment is acceptable but not flawless, corresponding to a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe depiction adheres to plausible botanical behavior: the flower opens gradually, petals separate and unfurl, and the stamens remain visible. Lighting and shading support a natural look, and the depth cues feel coherent. While the sequence is generally believable, there are minor deviations in timing and micro-motions that prevent a perfect match to real-world expectations. Overall, Physical Consistency is rated 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "macro close-up shot from a low side angle, the camera remains still, focusing completely on a budding Epiphyllum in the quiet, dark garden. The cool, silvery moonlight provides the sole source of light, shrouding the scene in a mysterious and tranquil atmosphere, against a backdrop of blurred, out-of-focus dark foliage. Initially, the bud is tightly closed, its deep green outer bracts enveloping the faintly glimpsed snow-white interior. As time passes, the outermost bracts begin to tremble slightly, then peel back with exquisite slowness and grace. Immediately, the snow-white inner petals begin a silent dance, carefully unfurling from the center outward, layer by layer, unhurriedly opening. Each petal is as thin as a cicada's wing, translucent in the moonlight, its soft, waxy sheen gleaming. Light filters through the petals' edges, outlining their sharp, chaste contours while casting deep, soft shadows within their folds. Finally, the entire flower blooms fully, forming a huge and perfect white chalice, revealing a cluster of delicate pale yellow stamens in the center. The whole process is filled with the miracle of life awakening and the ultimate beauty of fleetingness. The color tone of the picture forms a sharp contrast with the cold blue-black and pure bright white, creating a sacred and sad poetry.",
+ "seed": 7244,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_15/index_3407_seed_7244_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.25,
+ "video_score2_ta": 2.75,
+ "video_score2_mq": 3.546875,
+ "video_score2_overall": 9.5625,
+ "avg": 9.546875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "macro close-up shot from a low side angle, the camera remains still, focusing completely on a budding Epiphyllum in the quiet, dark garden. The cool, silvery moonlight provides the sole source of light, shrouding the scene in a mysterious and tranquil atmosphere, against a backdrop of blurred, out-of-focus dark foliage. Initially, the bud is tightly closed, its deep green outer bracts enveloping the faintly glimpsed snow-white interior. As time passes, the outermost bracts begin to tremble slightly, then peel back with exquisite slowness and grace. Immediately, the snow-white inner petals begin a silent dance, carefully unfurling from the center outward, layer by layer, unhurriedly opening. Each petal is as thin as a cicada's wing, translucent in the moonlight, its soft, waxy sheen gleaming. Light filters through the petals' edges, outlining their sharp, chaste contours while casting deep, soft shadows within their folds. Finally, the entire flower blooms fully, forming a huge and perfect white chalice, revealing a cluster of delicate pale yellow stamens in the center. The whole process is filled with the miracle of life awakening and the ultimate beauty of fleetingness. The color tone of the picture forms a sharp contrast with the cold blue-black and pure bright white, creating a sacred and sad poetry.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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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 macro close-up of an Epiphyllum blooming under moonlight, starting with a tightly closed bud and progressing through stages where outer bracts peel back, inner petals unfurl, and the flower opens into a large white chalice with pale yellow stamens. The description emphasizes a low-angle view, a still camera, and a moonlit, mysterious atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower structure, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent across frames, with no major distortions or artifacts, and lighting stays consistent enough to support the moonlit mood without introducing distracting elements.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up, a low-angle perspective, and a stationary camera, with the bloom progression and the appearance of pale yellow stamens clearly depicted. The moonlit atmosphere is suggested by the cool tones, though some atmospheric details are inferred rather than explicitly shown. A few nuanced aspects of the narrative (e.g., the exact timing of the opening and the depth of the mysterious mood) are present but not perfectly matched throughout, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression, with believable petal unfolding and stamen visibility. There are minor inconsistencies in timing and micro-motions that prevent a flawless depiction, but the overall sequence remains plausible and coherent.\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": 3.25,
+ "TA": 2.75,
+ "MQ": 3.546875,
+ "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 macro close-up of an Epiphyllum blooming under moonlight, starting with a tightly closed bud and progressing through stages where outer bracts peel back, inner petals unfurl, and the flower opens into a large white chalice with pale yellow stamens. The description emphasizes a low-angle view, a still camera, and a moonlit, mysterious atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower structure, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent across frames, with no major distortions or artifacts, and lighting stays consistent enough to support the moonlit mood without introducing distracting elements.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up, a low-angle perspective, and a stationary camera, with the bloom progression and the appearance of pale yellow stamens clearly depicted. The moonlit atmosphere is suggested by the cool tones, though some atmospheric details are inferred rather than explicitly shown. A few nuanced aspects of the narrative (e.g., the exact timing of the opening and the depth of the mysterious mood) are present but not perfectly matched throughout, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression, with believable petal unfolding and stamen visibility. There are minor inconsistencies in timing and micro-motions that prevent a flawless depiction, but the overall sequence remains plausible and coherent.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_2/index_tensor([1396, 1396])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_2/index_tensor([1396, 1396])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b9f3df1b5e7365ed62ca54c296b02d5b30e6fbe
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_2/index_tensor([1396, 1396])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, extreme close-up depicts a highly detailed luxury watch, rendered in a flawless, high-fidelity digital aesthetic. The entire scene, captured in stark, elegant black and white, creates a world of pure form and texture. The watch features a polished and brushed metal case, delicately balanced by a perfectly smooth, non-reflective black surface on the crown. A single, crisp key light shone from the side, sculpting its form, casting brilliant white highlights on the beveled edges of the lugs and the intricate knurling of the crown, while immersing the opposite side in deep, velvety shadows. The watch never remains still; it undergoes a slow, mesmerizing nutation, gently and deliberately rocking on its axis with the hypnotic grace of a spinning top losing energy. This slow, circular oscillation causes light to play dynamically across its surface, causing the metal facets to shimmer with ever-changing angles of reflection. This emphasizes the dramatic interplay of light and shadow on the intricate, non-branded mechanical parts visible through the sapphire crystal, creating an atmosphere of sophisticated, highly focused mechanical precision and quiet elegance.",
+ "seed": 12916,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_2/index_1396_seed_12916_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.15625,
+ "video_score2_ta": 1.84375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 7.0,
+ "avg": 7.015625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up depicts a highly detailed luxury watch, rendered in a flawless, high-fidelity digital aesthetic. The entire scene, captured in stark, elegant black and white, creates a world of pure form and texture. The watch features a polished and brushed metal case, delicately balanced by a perfectly smooth, non-reflective black surface on the crown. A single, crisp key light shone from the side, sculpting its form, casting brilliant white highlights on the beveled edges of the lugs and the intricate knurling of the crown, while immersing the opposite side in deep, velvety shadows. The watch never remains still; it undergoes a slow, mesmerizing nutation, gently and deliberately rocking on its axis with the hypnotic grace of a spinning top losing energy. This slow, circular oscillation causes light to play dynamically across its surface, causing the metal facets to shimmer with ever-changing angles of reflection. This emphasizes the dramatic interplay of light and shadow on the intricate, non-branded mechanical parts visible through the sapphire crystal, creating an atmosphere of sophisticated, highly focused mechanical precision and quiet elegance.",
+ "token_credit_reward": 7.0,
+ "selected_reward": 7.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a luxury watch rendered in a flawless, high-fidelity digital aesthetic, in stark black and white, with a polished metal case, a perfectly smooth non-reflective black surface on the crown, a single crisp key light from the side, and a slow, mesmerizing nutation that reveals dynamic light play and mechanical precision.\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. There is some motion blur and mild softness that reduce sharpness, but the sequence remains legible as a watch close-up. The resolution is adequate, yet fine details are not consistently crisp. Lighting is generally even, with occasional minor hotspots or uneven reflections, and there are no severe distortions or abrupt frame-to-frame jumps. Overall, the video presents a watch-focused close-up with acceptable clarity, though not high-end sharpness.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (extreme close-up, watch presence, and a sense of motion). However, several key aspects are not fully realized: the scene is not strictly monochrome due to color hints, the lighting lacks the dramatic key-light sculpting described, and the intended slow, deliberate nutation is only partially conveyed. The result is a moderate alignment with the prompt rather than a faithful, high-fidelity rendition.\n\nPhysical/Common-sense Consistency:\nThe motion appears plausible for a watch, with gentle rotation and consistent lighting behavior. There are no obvious physical contradictions, and the sequence maintains coherent geometry and shading. Some minor inconsistencies in motion dynamics or lighting transitions exist, but they do not undermine overall plausibility.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in sharpness, faithful monochrome rendering, and the depiction of the specified lighting and motion characteristics.\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": 2.15625,
+ "TA": 1.84375,
+ "MQ": 3.015625,
+ "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:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a luxury watch rendered in a flawless, high-fidelity digital aesthetic, in stark black and white, with a polished metal case, a perfectly smooth non-reflective black surface on the crown, a single crisp key light from the side, and a slow, mesmerizing nutation that reveals dynamic light play and mechanical precision.\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is moderate. There is some motion blur and mild softness that reduce sharpness, but the sequence remains legible as a watch close-up. The resolution is adequate, yet fine details are not consistently crisp. Lighting is generally even, with occasional minor hotspots or uneven reflections, and there are no severe distortions or abrupt frame-to-frame jumps. Overall, the video presents a watch-focused close-up with acceptable clarity, though not high-end sharpness.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (extreme close-up, watch presence, and a sense of motion). However, several key aspects are not fully realized: the scene is not strictly monochrome due to color hints, the lighting lacks the dramatic key-light sculpting described, and the intended slow, deliberate nutation is only partially conveyed. The result is a moderate alignment with the prompt rather than a faithful, high-fidelity rendition.\n\nPhysical/Common-sense Consistency:\nThe motion appears plausible for a watch, with gentle rotation and consistent lighting behavior. There are no obvious physical contradictions, and the sequence maintains coherent geometry and shading. Some minor inconsistencies in motion dynamics or lighting transitions exist, but they do not undermine overall plausibility.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in sharpness, faithful monochrome rendering, and the depiction of the specified lighting and motion characteristics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a luxury watch rendered in a flawless, high-fidelity digital aesthetic, in stark black and white, with a polished metal case, a perfectly smooth non-reflective black surface on the crown, a single crisp key light from the side, and a slow, mesmerizing nutation that reveals dynamic light play and intricate mechanical details through a sapphire crystal. In practice, the video presents a watch-like object with some metallic reflections, but several key elements are not convincingly realized. The sequence is dominated by motion blur and soft focus rather than a sharp, static close-up, and the intended black-and-white palette is not consistently achieved. The lighting does not clearly resemble a single, crisp key light, and the sapphire crystal view is not clearly visible. Overall, the alignment with the prompt is limited.\n\nVisual Quality Assessment:\nAcross the frames, there is noticeable motion blur and soft focus that reduce fine detail and legibility of the watch features. While some reflective surfaces hint at metal, the overall image quality is blurred and lacks crisp definition. The result is a low-to-moderate level of visual clarity, with artifacts that obscure precise geometry and texture. The sequence does not maintain a stable, high-fidelity presentation throughout.\n\nText-to-Video Alignment Assessment:\nThe video only partially aligns with the prompt. It shows a watch-like object with some metallic reflections, but critical aspects such as a true black-and-white presentation, a single crisp key light, and a clearly visible sapphire crystal view are not convincingly realized. The motion blur and lack of sharpness further weaken fidelity to the described aesthetic. Overall, alignment is limited.\n\nPhysical/Common-sense Consistency:\nThe object’s form and material cues remain broadly plausible, and basic physical relationships (light interaction with metal surfaces, general proportions) are believable. However, the heavy blur and ambiguous lighting reduce confidence in precise physical interpretation, leaving the scene with only moderate consistency.\n\nGround-truth scores:\nDim-1 Visual Quality: 2\nDim-2 Text-to-Video Alignment: 2\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 2,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.953125,
+ "TA": 1.7734375,
+ "MQ": 2.5,
+ "Overall": 7.21875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a luxury watch rendered in a flawless, high-fidelity digital aesthetic, in stark black and white, with a polished metal case, a perfectly smooth non-reflective black surface on the crown, a single crisp key light from the side, and a slow, mesmerizing nutation that reveals dynamic light play and intricate mechanical details through a sapphire crystal. In practice, the video presents a watch-like object with some metallic reflections, but several key elements are not convincingly realized. The sequence is dominated by motion blur and soft focus rather than a sharp, static close-up, and the intended black-and-white palette is not consistently achieved. The lighting does not clearly resemble a single, crisp key light, and the sapphire crystal view is not clearly visible. Overall, the alignment with the prompt is limited.\n\nVisual Quality Assessment:\nAcross the frames, there is noticeable motion blur and soft focus that reduce fine detail and legibility of the watch features. While some reflective surfaces hint at metal, the overall image quality is blurred and lacks crisp definition. The result is a low-to-moderate level of visual clarity, with artifacts that obscure precise geometry and texture. The sequence does not maintain a stable, high-fidelity presentation throughout.\n\nText-to-Video Alignment Assessment:\nThe video only partially aligns with the prompt. It shows a watch-like object with some metallic reflections, but critical aspects such as a true black-and-white presentation, a single crisp key light, and a clearly visible sapphire crystal view are not convincingly realized. The motion blur and lack of sharpness further weaken fidelity to the described aesthetic. Overall, alignment is limited.\n\nPhysical/Common-sense Consistency:\nThe object’s form and material cues remain broadly plausible, and basic physical relationships (light interaction with metal surfaces, general proportions) are believable. However, the heavy blur and ambiguous lighting reduce confidence in precise physical interpretation, leaving the scene with only moderate consistency.\n\nGround-truth scores:\nDim-1 Visual Quality: 2\nDim-2 Text-to-Video Alignment: 2\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up depicts a highly detailed luxury watch, rendered in a flawless, high-fidelity digital aesthetic. The entire scene, captured in stark, elegant black and white, creates a world of pure form and texture. The watch features a polished and brushed metal case, delicately balanced by a perfectly smooth, non-reflective black surface on the crown. A single, crisp key light shone from the side, sculpting its form, casting brilliant white highlights on the beveled edges of the lugs and the intricate knurling of the crown, while immersing the opposite side in deep, velvety shadows. The watch never remains still; it undergoes a slow, mesmerizing nutation, gently and deliberately rocking on its axis with the hypnotic grace of a spinning top losing energy. This slow, circular oscillation causes light to play dynamically across its surface, causing the metal facets to shimmer with ever-changing angles of reflection. This emphasizes the dramatic interplay of light and shadow on the intricate, non-branded mechanical parts visible through the sapphire crystal, creating an atmosphere of sophisticated, highly focused mechanical precision and quiet elegance.",
+ "seed": 12918,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_2/index_1396_seed_12918_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.53125,
+ "video_score2_ta": 1.8984375,
+ "video_score2_mq": 3.921875,
+ "video_score2_overall": 9.375,
+ "avg": 9.3515625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up depicts a highly detailed luxury watch, rendered in a flawless, high-fidelity digital aesthetic. The entire scene, captured in stark, elegant black and white, creates a world of pure form and texture. The watch features a polished and brushed metal case, delicately balanced by a perfectly smooth, non-reflective black surface on the crown. A single, crisp key light shone from the side, sculpting its form, casting brilliant white highlights on the beveled edges of the lugs and the intricate knurling of the crown, while immersing the opposite side in deep, velvety shadows. The watch never remains still; it undergoes a slow, mesmerizing nutation, gently and deliberately rocking on its axis with the hypnotic grace of a spinning top losing energy. This slow, circular oscillation causes light to play dynamically across its surface, causing the metal facets to shimmer with ever-changing angles of reflection. This emphasizes the dramatic interplay of light and shadow on the intricate, non-branded mechanical parts visible through the sapphire crystal, creating an atmosphere of sophisticated, highly focused mechanical precision and quiet elegance.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a luxury watch rendered in a flawless, high-fidelity digital aesthetic, presented in stark black and white, with a polished metal case, a perfectly smooth non-reflective black surface on the crown, a single crisp key light from the side, and a slow, mesmerizing nutation that reveals dynamic light play and intricate mechanical details through a sapphire crystal. The description is rich and highly specific, emphasizing form, texture, lighting, motion, and material properties.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The render shows good detail in metallic textures and reflections, with convincing depth of field and consistent lighting. However, there are minor imperfections (e.g., occasional slight softness or subtle color fringing) that prevent a perfect 5/5. Overall, the quality is strong and professional, but not at the absolute peak of fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, luxury watch aesthetics, and a high-fidelity digital look. However, several key aspects are not fully realized: the sequence does not present the stark black-and-white palette, nor the described single-key-light setup, and the expected dynamic motion (nutation) is not clearly demonstrated. The result aligns with the prompt at a moderate level rather than achieving full fidelity.\n\nPhysical Consistency / Common-sense:\nThe rendering maintains plausible materials, reflections, and geometry, with coherent lighting and shading. There are no obvious physical contradictions, though some micro-details may be simplified due to rendering constraints. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-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": 3.53125,
+ "TA": 1.8984375,
+ "MQ": 3.921875,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a luxury watch rendered in a flawless, high-fidelity digital aesthetic, presented in stark black and white, with a polished metal case, a perfectly smooth non-reflective black surface on the crown, a single crisp key light from the side, and a slow, mesmerizing nutation that reveals dynamic light play and intricate mechanical details through a sapphire crystal. The description is rich and highly specific, emphasizing form, texture, lighting, motion, and material properties.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The render shows good detail in metallic textures and reflections, with convincing depth of field and consistent lighting. However, there are minor imperfections (e.g., occasional slight softness or subtle color fringing) that prevent a perfect 5/5. Overall, the quality is strong and professional, but not at the absolute peak of fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, luxury watch aesthetics, and a high-fidelity digital look. However, several key aspects are not fully realized: the sequence does not present the stark black-and-white palette, nor the described single-key-light setup, and the expected dynamic motion (nutation) is not clearly demonstrated. The result aligns with the prompt at a moderate level rather than achieving full fidelity.\n\nPhysical Consistency / Common-sense:\nThe rendering maintains plausible materials, reflections, and geometry, with coherent lighting and shading. There are no obvious physical contradictions, though some micro-details may be simplified due to rendering constraints. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up depicts a highly detailed luxury watch, rendered in a flawless, high-fidelity digital aesthetic. The entire scene, captured in stark, elegant black and white, creates a world of pure form and texture. The watch features a polished and brushed metal case, delicately balanced by a perfectly smooth, non-reflective black surface on the crown. A single, crisp key light shone from the side, sculpting its form, casting brilliant white highlights on the beveled edges of the lugs and the intricate knurling of the crown, while immersing the opposite side in deep, velvety shadows. The watch never remains still; it undergoes a slow, mesmerizing nutation, gently and deliberately rocking on its axis with the hypnotic grace of a spinning top losing energy. This slow, circular oscillation causes light to play dynamically across its surface, causing the metal facets to shimmer with ever-changing angles of reflection. This emphasizes the dramatic interplay of light and shadow on the intricate, non-branded mechanical parts visible through the sapphire crystal, creating an atmosphere of sophisticated, highly focused mechanical precision and quiet elegance.",
+ "seed": 12919,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_2/index_1396_seed_12919_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": 3.34375,
+ "video_score2_ta": 1.8984375,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.375,
+ "avg": 8.3671875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up depicts a highly detailed luxury watch, rendered in a flawless, high-fidelity digital aesthetic. The entire scene, captured in stark, elegant black and white, creates a world of pure form and texture. The watch features a polished and brushed metal case, delicately balanced by a perfectly smooth, non-reflective black surface on the crown. A single, crisp key light shone from the side, sculpting its form, casting brilliant white highlights on the beveled edges of the lugs and the intricate knurling of the crown, while immersing the opposite side in deep, velvety shadows. The watch never remains still; it undergoes a slow, mesmerizing nutation, gently and deliberately rocking on its axis with the hypnotic grace of a spinning top losing energy. This slow, circular oscillation causes light to play dynamically across its surface, causing the metal facets to shimmer with ever-changing angles of reflection. This emphasizes the dramatic interplay of light and shadow on the intricate, non-branded mechanical parts visible through the sapphire crystal, creating an atmosphere of sophisticated, highly focused mechanical precision and quiet elegance.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a luxury watch rendered in a flawless, high-fidelity digital aesthetic, presented in stark black and white with a polished metal case, a perfectly smooth non-reflective black surface on the crown, a single crisp key light from the side, and a slow, mesmerizing nutation that reveals dynamic light play and intricate mechanical details through a sapphire crystal. In practice, the video does not fully realize these specifics. The sequence shows a watch-like object with metallic surfaces and some reflective cues, but the overall presentation is not monochrome or consistently high-contrast, and the intended dramatic lighting and motion are only partially realized. The alignment to the prompt is therefore limited.\n\nVisual Quality Analysis:\nAcross the frames, the rendering maintains decent detail and consistent lighting, with plausible reflections on metal surfaces. However, there are noticeable issues that temper the overall quality: occasional softness and minor artifacts, and some frame-to-frame inconsistencies in sharpness. The result is acceptable but not outstanding, reflecting a moderate level of visual fidelity rather than a pristine, high-end look.\n\nText-to-Video Alignment Analysis:\nThere are several mismatches between the prompt and what is shown. The video is not strictly monochrome as described, and the key-light-driven dramatic contrast is not consistently achieved. The crown detail and the specific interplay of light and shadow are not convincingly rendered, and the intended slow, deliberate nutation is not clearly demonstrated. Overall, the alignment to the prompt is limited, with notable gaps in fidelity and motion fidelity.\n\nPhysical/Common-sense Consistency:\nThe object’s form and material behavior appear generally plausible, with believable reflections and proportions. Yet subtle inconsistencies in lighting direction, shadow coherence, and the implied mechanical motion reduce the sense of physical realism. The result is a plausible but imperfect depiction of a luxury timepiece, with room for improvement in consistent physical modeling.\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": 3.34375,
+ "TA": 1.8984375,
+ "MQ": 3.125,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a luxury watch rendered in a flawless, high-fidelity digital aesthetic, presented in stark black and white with a polished metal case, a perfectly smooth non-reflective black surface on the crown, a single crisp key light from the side, and a slow, mesmerizing nutation that reveals dynamic light play and intricate mechanical details through a sapphire crystal. In practice, the video does not fully realize these specifics. The sequence shows a watch-like object with metallic surfaces and some reflective cues, but the overall presentation is not monochrome or consistently high-contrast, and the intended dramatic lighting and motion are only partially realized. The alignment to the prompt is therefore limited.\n\nVisual Quality Analysis:\nAcross the frames, the rendering maintains decent detail and consistent lighting, with plausible reflections on metal surfaces. However, there are noticeable issues that temper the overall quality: occasional softness and minor artifacts, and some frame-to-frame inconsistencies in sharpness. The result is acceptable but not outstanding, reflecting a moderate level of visual fidelity rather than a pristine, high-end look.\n\nText-to-Video Alignment Analysis:\nThere are several mismatches between the prompt and what is shown. The video is not strictly monochrome as described, and the key-light-driven dramatic contrast is not consistently achieved. The crown detail and the specific interplay of light and shadow are not convincingly rendered, and the intended slow, deliberate nutation is not clearly demonstrated. Overall, the alignment to the prompt is limited, with notable gaps in fidelity and motion fidelity.\n\nPhysical/Common-sense Consistency:\nThe object’s form and material behavior appear generally plausible, with believable reflections and proportions. Yet subtle inconsistencies in lighting direction, shadow coherence, and the implied mechanical motion reduce the sense of physical realism. The result is a plausible but imperfect depiction of a luxury timepiece, with room for improvement in consistent physical modeling.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_3/index_tensor([2860, 2860])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_3/index_tensor([2860, 2860])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6cfdd4ad162e635df002dc36364c5ef39a4feac
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_3/index_tensor([2860, 2860])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "From a first-person perspective, the camera glides forward steadily and deliberately, hovering above the damp, textured surface of a decaying log, covered in a vibrant, velvety carpet of green moss. Soft, diffused morning light filters through the unseen treetops with a dreamy, ethereal quality, capturing countless tiny dewdrops scattered across the moss like jewels. The camera focuses on a tiny, translucent snail, its pale, almost ghostly body delicately perched atop a perfectly spherical droplet of water, which magnifies the intricate fibers of the moss beneath. The camera continues its slow, extreme macro shot, revealing the snail's glassy, amber shell, shimmering as light refracts through its delicate, spiraling architecture. As the camera briefly passes over the creature, it captures the shimmering, iridescent trail it leaves behind: a smooth ribbon of rainbow hues (pink, blue, and green) shimmering against a lush, out-of-focus background, creating a tranquil and magical atmosphere focused on this miniature, wondrous world.",
+ "seed": 11260,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_3/index_2860_seed_11260_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": 4.03125,
+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From a first-person perspective, the camera glides forward steadily and deliberately, hovering above the damp, textured surface of a decaying log, covered in a vibrant, velvety carpet of green moss. Soft, diffused morning light filters through the unseen treetops with a dreamy, ethereal quality, capturing countless tiny dewdrops scattered across the moss like jewels. The camera focuses on a tiny, translucent snail, its pale, almost ghostly body delicately perched atop a perfectly spherical droplet of water, which magnifies the intricate fibers of the moss beneath. The camera continues its slow, extreme macro shot, revealing the snail's glassy, amber shell, shimmering as light refracts through its delicate, spiraling architecture. As the camera briefly passes over the creature, it captures the shimmering, iridescent trail it leaves behind: a smooth ribbon of rainbow hues (pink, blue, and green) shimmering against a lush, out-of-focus background, creating a tranquil and magical atmosphere focused on this miniature, wondrous world.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
+ "frame_importance": [
+ 0.40507158637046814,
+ 0.3424052596092224,
+ 0.25252312421798706
+ ],
+ "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 first-person, steady glide over a damp, moss-covered log with soft morning light, focusing on a tiny snail perched on a water droplet. In the actual video, several elements align (mossy surface, water droplets, and a snail), but the overall perspective is not clearly first-person and the described ethereal lighting is not convincingly realized. The sequence does not consistently convey the intended magical, dreamlike mood, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the snail’s shell patterns and the water droplets, and the moss texture is reasonably detailed. Lighting is generally even, and colors are natural, with no obvious distortions or artifacts. However, there is limited motion between frames, giving a somewhat static feel, and the depth-of-field effect is modest rather than pronounced. Overall, visual quality is moderate.\n\nText-to-Video Alignment Analysis:\nCore elements such as the snail, moss, and water droplets are present, but key aspects of the prompt—specifically the first-person perspective, the gentle forward glide, and the ethereal, dreamy lighting—are not convincingly realized. The result is a partial alignment where several details match while the overall narrative and atmospheric cues fall short of the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships: the snail sits on the mossy surface with droplets nearby, and the macro-scale interactions appear believable. There are no glaring inconsistencies in scale or behavior, though some lighting and motion cues do not fully align with the described scenario, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 4.03125,
+ "TA": 2.359375,
+ "MQ": 3.171875,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a first-person, steady glide over a damp, moss-covered log with soft morning light, focusing on a tiny snail perched on a water droplet. In the actual video, several elements align (mossy surface, water droplets, and a snail), but the overall perspective is not clearly first-person and the described ethereal lighting is not convincingly realized. The sequence does not consistently convey the intended magical, dreamlike mood, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the snail’s shell patterns and the water droplets, and the moss texture is reasonably detailed. Lighting is generally even, and colors are natural, with no obvious distortions or artifacts. However, there is limited motion between frames, giving a somewhat static feel, and the depth-of-field effect is modest rather than pronounced. Overall, visual quality is moderate.\n\nText-to-Video Alignment Analysis:\nCore elements such as the snail, moss, and water droplets are present, but key aspects of the prompt—specifically the first-person perspective, the gentle forward glide, and the ethereal, dreamy lighting—are not convincingly realized. The result is a partial alignment where several details match while the overall narrative and atmospheric cues fall short of the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships: the snail sits on the mossy surface with droplets nearby, and the macro-scale interactions appear believable. There are no glaring inconsistencies in scale or behavior, though some lighting and motion cues do not fully align with the described scenario, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a first-person perspective, the camera glides forward steadily and deliberately, hovering above the damp, textured surface of a decaying log, covered in a vibrant, velvety carpet of green moss. Soft, diffused morning light filters through the unseen treetops with a dreamy, ethereal quality, capturing countless tiny dewdrops scattered across the moss like jewels. The camera focuses on a tiny, translucent snail, its pale, almost ghostly body delicately perched atop a perfectly spherical droplet of water, which magnifies the intricate fibers of the moss beneath. The camera continues its slow, extreme macro shot, revealing the snail's glassy, amber shell, shimmering as light refracts through its delicate, spiraling architecture. As the camera briefly passes over the creature, it captures the shimmering, iridescent trail it leaves behind: a smooth ribbon of rainbow hues (pink, blue, and green) shimmering against a lush, out-of-focus background, creating a tranquil and magical atmosphere focused on this miniature, wondrous world.",
+ "seed": 11261,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_3/index_2860_seed_11261_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.96875,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 3.90625,
+ "video_score2_overall": 10.4375,
+ "avg": 10.4375,
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+ "question_id": "videoscore2_overall",
+ "question": "From a first-person perspective, the camera glides forward steadily and deliberately, hovering above the damp, textured surface of a decaying log, covered in a vibrant, velvety carpet of green moss. Soft, diffused morning light filters through the unseen treetops with a dreamy, ethereal quality, capturing countless tiny dewdrops scattered across the moss like jewels. The camera focuses on a tiny, translucent snail, its pale, almost ghostly body delicately perched atop a perfectly spherical droplet of water, which magnifies the intricate fibers of the moss beneath. The camera continues its slow, extreme macro shot, revealing the snail's glassy, amber shell, shimmering as light refracts through its delicate, spiraling architecture. As the camera briefly passes over the creature, it captures the shimmering, iridescent trail it leaves behind: a smooth ribbon of rainbow hues (pink, blue, and green) shimmering against a lush, out-of-focus background, creating a tranquil and magical atmosphere focused on this miniature, wondrous world.",
+ "token_credit_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 first-person, steady glide over a damp, moss-covered log, with soft morning light and a focus on a tiny, translucent snail perched on a water droplet, followed by a reveal of the snail's glassy shell and a shimmering iridescent trail. In practice, the video presents a snail on mossy ground with a forward-moving camera and a consistent macro feel. However, several key elements from the prompt are not realized: there is no clearly visible decaying log, no evident water droplet beneath the snail, and no distinct, shimmering trail. The lighting reads as natural daylight rather than the specified soft, diffused morning light, and the overall mood leans toward a close-up study rather than the described magical atmosphere. Overall, the alignment with the prompt is moderate, with important discrepancies in environmental context and atmospheric details.\n\nVisual Quality Assessment:\nThe video delivers solid visual quality: the snail remains clearly defined with good detail, and the moss texture is convincingly rendered. Depth of field is used effectively, keeping the subject sharp while the background stays pleasantly blurred. There are no obvious artifacts or distortions, and color rendition appears natural and balanced. While not flawless, the overall image quality is strong and coherent throughout, supporting a high-but-not-perfect rating.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the actual video. The absence of a decaying log, the lack of a water droplet beneath the snail, and the missing shimmering trail are significant deviations. The lighting does not match the described soft, diffused morning light, and the scene does not convey the intended ethereal, magical atmosphere. These factors yield a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe depiction maintains plausible anatomy and motion for the snail and believable moss interaction, with consistent lighting and shading across frames. While some environmental cues diverge from the prompt, the core physical behavior and scene coherence remain credible, resulting in a moderate level of common-sense consistency.\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": 3.96875,
+ "TA": 2.5625,
+ "MQ": 3.90625,
+ "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 first-person, steady glide over a damp, moss-covered log, with soft morning light and a focus on a tiny, translucent snail perched on a water droplet, followed by a reveal of the snail's glassy shell and a shimmering iridescent trail. In practice, the video presents a snail on mossy ground with a forward-moving camera and a consistent macro feel. However, several key elements from the prompt are not realized: there is no clearly visible decaying log, no evident water droplet beneath the snail, and no distinct, shimmering trail. The lighting reads as natural daylight rather than the specified soft, diffused morning light, and the overall mood leans toward a close-up study rather than the described magical atmosphere. Overall, the alignment with the prompt is moderate, with important discrepancies in environmental context and atmospheric details.\n\nVisual Quality Assessment:\nThe video delivers solid visual quality: the snail remains clearly defined with good detail, and the moss texture is convincingly rendered. Depth of field is used effectively, keeping the subject sharp while the background stays pleasantly blurred. There are no obvious artifacts or distortions, and color rendition appears natural and balanced. While not flawless, the overall image quality is strong and coherent throughout, supporting a high-but-not-perfect rating.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and the actual video. The absence of a decaying log, the lack of a water droplet beneath the snail, and the missing shimmering trail are significant deviations. The lighting does not match the described soft, diffused morning light, and the scene does not convey the intended ethereal, magical atmosphere. These factors yield a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe depiction maintains plausible anatomy and motion for the snail and believable moss interaction, with consistent lighting and shading across frames. While some environmental cues diverge from the prompt, the core physical behavior and scene coherence remain credible, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a first-person perspective, the camera glides forward steadily and deliberately, hovering above the damp, textured surface of a decaying log, covered in a vibrant, velvety carpet of green moss. Soft, diffused morning light filters through the unseen treetops with a dreamy, ethereal quality, capturing countless tiny dewdrops scattered across the moss like jewels. The camera focuses on a tiny, translucent snail, its pale, almost ghostly body delicately perched atop a perfectly spherical droplet of water, which magnifies the intricate fibers of the moss beneath. The camera continues its slow, extreme macro shot, revealing the snail's glassy, amber shell, shimmering as light refracts through its delicate, spiraling architecture. As the camera briefly passes over the creature, it captures the shimmering, iridescent trail it leaves behind: a smooth ribbon of rainbow hues (pink, blue, and green) shimmering against a lush, out-of-focus background, creating a tranquil and magical atmosphere focused on this miniature, wondrous world.",
+ "seed": 11262,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_3/index_2860_seed_11262_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 4.03125,
+ "video_score2_ta": 2.328125,
+ "video_score2_mq": 3.9375,
+ "video_score2_overall": 10.3125,
+ "avg": 10.296875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a first-person perspective, the camera glides forward steadily and deliberately, hovering above the damp, textured surface of a decaying log, covered in a vibrant, velvety carpet of green moss. Soft, diffused morning light filters through the unseen treetops with a dreamy, ethereal quality, capturing countless tiny dewdrops scattered across the moss like jewels. The camera focuses on a tiny, translucent snail, its pale, almost ghostly body delicately perched atop a perfectly spherical droplet of water, which magnifies the intricate fibers of the moss beneath. The camera continues its slow, extreme macro shot, revealing the snail's glassy, amber shell, shimmering as light refracts through its delicate, spiraling architecture. As the camera briefly passes over the creature, it captures the shimmering, iridescent trail it leaves behind: a smooth ribbon of rainbow hues (pink, blue, and green) shimmering against a lush, out-of-focus background, creating a tranquil and magical atmosphere focused on this miniature, wondrous world.",
+ "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 first-person, steady glide over a damp, moss-covered log with soft morning light, focusing on a tiny translucent snail perched on a water droplet, with a glassy amber shell and a shimmering iridescent trail. The scene aims for a tranquil, magical mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear rendering of the snail and the moss texture. Lighting is consistent and natural, and depth of field helps separate the subject from the background. There are no obvious distortions or artifacts, and color rendition remains natural. However, the sequence reads as relatively static rather than exhibiting strong motion, which slightly limits the perceived dynamism of the clip. Overall, Visual Quality is good but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up focus on a snail, mossy surface, and gentle lighting. However, key aspects are missing or underrepresented: there is no clearly visible water droplet beneath the snail, and the iridescent trail is not evident. The perspective does not convincingly convey a first-person glide, and the scene lacks the dynamic progression implied by the prompt. Consequently, alignment is moderate.\n\nPhysical Consistency / Common-sense:\nThe depiction maintains plausible anatomy and environmental interaction; the snail’s form and the moss texture appear believable, and lighting/shadows are coherent. The absence of the water droplet and the iridescent trail introduces minor inconsistencies relative to the prompt, but they do not severely undermine overall realism. Overall, Physical Consistency is acceptable.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 4.03125,
+ "TA": 2.328125,
+ "MQ": 3.9375,
+ "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 first-person, steady glide over a damp, moss-covered log with soft morning light, focusing on a tiny translucent snail perched on a water droplet, with a glassy amber shell and a shimmering iridescent trail. The scene aims for a tranquil, magical mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear rendering of the snail and the moss texture. Lighting is consistent and natural, and depth of field helps separate the subject from the background. There are no obvious distortions or artifacts, and color rendition remains natural. However, the sequence reads as relatively static rather than exhibiting strong motion, which slightly limits the perceived dynamism of the clip. Overall, Visual Quality is good but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up focus on a snail, mossy surface, and gentle lighting. However, key aspects are missing or underrepresented: there is no clearly visible water droplet beneath the snail, and the iridescent trail is not evident. The perspective does not convincingly convey a first-person glide, and the scene lacks the dynamic progression implied by the prompt. Consequently, alignment is moderate.\n\nPhysical Consistency / Common-sense:\nThe depiction maintains plausible anatomy and environmental interaction; the snail’s form and the moss texture appear believable, and lighting/shadows are coherent. The absence of the water droplet and the iridescent trail introduces minor inconsistencies relative to the prompt, but they do not severely undermine overall realism. Overall, Physical Consistency is acceptable.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a first-person perspective, the camera glides forward steadily and deliberately, hovering above the damp, textured surface of a decaying log, covered in a vibrant, velvety carpet of green moss. Soft, diffused morning light filters through the unseen treetops with a dreamy, ethereal quality, capturing countless tiny dewdrops scattered across the moss like jewels. The camera focuses on a tiny, translucent snail, its pale, almost ghostly body delicately perched atop a perfectly spherical droplet of water, which magnifies the intricate fibers of the moss beneath. The camera continues its slow, extreme macro shot, revealing the snail's glassy, amber shell, shimmering as light refracts through its delicate, spiraling architecture. As the camera briefly passes over the creature, it captures the shimmering, iridescent trail it leaves behind: a smooth ribbon of rainbow hues (pink, blue, and green) shimmering against a lush, out-of-focus background, creating a tranquil and magical atmosphere focused on this miniature, wondrous world.",
+ "seed": 11263,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_3/index_2860_seed_11263_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.828125,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 3.40625,
+ "video_score2_overall": 10.0,
+ "avg": 9.96875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a first-person perspective, the camera glides forward steadily and deliberately, hovering above the damp, textured surface of a decaying log, covered in a vibrant, velvety carpet of green moss. Soft, diffused morning light filters through the unseen treetops with a dreamy, ethereal quality, capturing countless tiny dewdrops scattered across the moss like jewels. The camera focuses on a tiny, translucent snail, its pale, almost ghostly body delicately perched atop a perfectly spherical droplet of water, which magnifies the intricate fibers of the moss beneath. The camera continues its slow, extreme macro shot, revealing the snail's glassy, amber shell, shimmering as light refracts through its delicate, spiraling architecture. As the camera briefly passes over the creature, it captures the shimmering, iridescent trail it leaves behind: a smooth ribbon of rainbow hues (pink, blue, and green) shimmering against a lush, out-of-focus background, creating a tranquil and magical atmosphere focused on this miniature, wondrous world.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a first-person, steady glide over a damp, moss-covered log with soft morning light, focusing on a tiny translucent snail perched on a water droplet, with a glassy amber shell and a shimmering iridescent trail. The scene aims for a tranquil, magical mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and natural color rendering, but there are occasional minor softness and slight color inconsistencies that prevent a higher rating. The depth of field and lighting feel plausible, though not exceptionally refined, resulting in a believable but not outstanding visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a first-person perspective, forward movement, a damp mossy log, soft morning lighting, and a focus on a small snail with a glassy shell. The iridescent sheen and the general mood align well with the description. A few nuanced details (such as the exact droplet interaction or the precise motion dynamics) 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 generally follows plausible micro-world physics, with believable snail motion and environmental interactions. However, there are minor inconsistencies in how moisture interacts with surfaces and in the exact behavior of the iridescent trail, 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": 3.828125,
+ "TA": 2.734375,
+ "MQ": 3.40625,
+ "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 first-person, steady glide over a damp, moss-covered log with soft morning light, focusing on a tiny translucent snail perched on a water droplet, with a glassy amber shell and a shimmering iridescent trail. The scene aims for a tranquil, magical mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and natural color rendering, but there are occasional minor softness and slight color inconsistencies that prevent a higher rating. The depth of field and lighting feel plausible, though not exceptionally refined, resulting in a believable but not outstanding visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a first-person perspective, forward movement, a damp mossy log, soft morning lighting, and a focus on a small snail with a glassy shell. The iridescent sheen and the general mood align well with the description. A few nuanced details (such as the exact droplet interaction or the precise motion dynamics) 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 generally follows plausible micro-world physics, with believable snail motion and environmental interactions. However, there are minor inconsistencies in how moisture interacts with surfaces and in the exact behavior of the iridescent trail, 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_4/index_tensor([4961, 4961])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_4/index_tensor([4961, 4961])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..46c5a5d91724b07ed5eb0cb96b004be6816445b3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_4/index_tensor([4961, 4961])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, wide-angle shot slowly pans to the right, following a ghostly entity through the desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean precariously over the narrow streets, their jagged outlines struggling against the starless, inky sky. This entity is a ghostly double-decker bus, its form shimmering and translucent, emitting a cold, sickly green phosphorescence that fails to truly illuminate its surroundings. Its edges blur into a thick, rolling fog covering the ground, and through its hollow, empty windows, no passengers or driver can be seen. The bus does not roll on wheels, but rather glides silently and unsettlingly over the damp, gleaming cobblestones, its movement a slow, deliberate crawl that feels sentient and predatory. The bus's ethereal light serves as the primary illumination, casting long, twisted shadows that dance and writhe across the decaying facade, creating an eerie, silent atmosphere imbued with profound dread and supernatural terror.",
+ "seed": 29363,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_4/index_4961_seed_29363_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": 3.125,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.84375,
+ "video_score2_overall": 10.75,
+ "avg": 10.71875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot slowly pans to the right, following a ghostly entity through the desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean precariously over the narrow streets, their jagged outlines struggling against the starless, inky sky. This entity is a ghostly double-decker bus, its form shimmering and translucent, emitting a cold, sickly green phosphorescence that fails to truly illuminate its surroundings. Its edges blur into a thick, rolling fog covering the ground, and through its hollow, empty windows, no passengers or driver can be seen. The bus does not roll on wheels, but rather glides silently and unsettlingly over the damp, gleaming cobblestones, its movement a slow, deliberate crawl that feels sentient and predatory. The bus's ethereal light serves as the primary illumination, casting long, twisted shadows that dance and writhe across the decaying facade, creating an eerie, silent atmosphere imbued with profound dread and supernatural terror.",
+ "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. 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, wide-angle shot that slowly pans to the right, following a ghostly double-decker bus through desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean over the narrow streets, their jagged outlines against a starless, inky sky. The entity is a ghostly double-decker bus with a cold, sickly green phosphorescence that barely illuminates its surroundings. Its edges blur into thick fog covering the ground, and through its hollow windows no passengers or driver can be seen. The bus glides over damp, gleaming cobblestones without rolling on wheels, moving slowly and deliberately like a sentient, predatory entity. The ethereal light casts long, twisted shadows that dance and write across the decaying facade, creating an eerie, silent atmosphere with profound dread and supernatural terror.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the described scene. The bus remains clearly visible with convincing transparency and glow, and the atmospheric fog and lighting support the mood. The resolution and rendering are generally strong, with only minor softness in distant background elements and occasional slight blur in some frames. The sequence maintains consistent lighting and color balance, and there are no major distortions or artifacts. In sum, visual quality is good and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures the core elements of the prompt: a ghostly bus with green luminescence, a desolate cobblestone setting, and a dark, gothic ambiance. The bus’s movement and the overall atmosphere align well with the description. Some specific details—such as explicit wheel-based motion and the precise depiction of long, twisting shadows—are not fully realized, but they do not significantly detract from the alignment. Overall, the alignment is strong and corresponds to a score around 4.\n\nPhysical/Common-sense Consistency:\nThe scene presents a supernatural yet internally coherent scenario: a translucent bus gliding through a foggy, decayed urban landscape with consistent lighting and environmental effects. While the motion appears non-physical due to the ghostly nature, the behavior remains plausible within the established fantasy context. The absence of visible wheels and the unconventional dynamics are acceptable given the genre, resulting in a moderate level of common-sense consistency (score around 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 3.75,
+ "MQ": 3.84375,
+ "Overall": 10.75
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot that slowly pans to the right, following a ghostly double-decker bus through desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean over the narrow streets, their jagged outlines against a starless, inky sky. The entity is a ghostly double-decker bus with a cold, sickly green phosphorescence that barely illuminates its surroundings. Its edges blur into thick fog covering the ground, and through its hollow windows no passengers or driver can be seen. The bus glides over damp, gleaming cobblestones without rolling on wheels, moving slowly and deliberately like a sentient, predatory entity. The ethereal light casts long, twisted shadows that dance and write across the decaying facade, creating an eerie, silent atmosphere with profound dread and supernatural terror.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the described scene. The bus remains clearly visible with convincing transparency and glow, and the atmospheric fog and lighting support the mood. The resolution and rendering are generally strong, with only minor softness in distant background elements and occasional slight blur in some frames. The sequence maintains consistent lighting and color balance, and there are no major distortions or artifacts. In sum, visual quality is good and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures the core elements of the prompt: a ghostly bus with green luminescence, a desolate cobblestone setting, and a dark, gothic ambiance. The bus’s movement and the overall atmosphere align well with the description. Some specific details—such as explicit wheel-based motion and the precise depiction of long, twisting shadows—are not fully realized, but they do not significantly detract from the alignment. Overall, the alignment is strong and corresponds to a score around 4.\n\nPhysical/Common-sense Consistency:\nThe scene presents a supernatural yet internally coherent scenario: a translucent bus gliding through a foggy, decayed urban landscape with consistent lighting and environmental effects. While the motion appears non-physical due to the ghostly nature, the behavior remains plausible within the established fantasy context. The absence of visible wheels and the unconventional dynamics are acceptable given the genre, resulting in a moderate level of common-sense consistency (score around 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide-angle shot slowly pans to the right, following a ghostly entity through the desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean precariously over the narrow streets, their jagged outlines struggling against the starless, inky sky. This entity is a ghostly double-decker bus, its form shimmering and translucent, emitting a cold, sickly green phosphorescence that fails to truly illuminate its surroundings. Its edges blur into a thick, rolling fog covering the ground, and through its hollow, empty windows, no passengers or driver can be seen. The bus does not roll on wheels, but rather glides silently and unsettlingly over the damp, gleaming cobblestones, its movement a slow, deliberate crawl that feels sentient and predatory. The bus's ethereal light serves as the primary illumination, casting long, twisted shadows that dance and writhe across the decaying facade, creating an eerie, silent atmosphere imbued with profound dread and supernatural terror.",
+ "seed": 29364,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_4/index_4961_seed_29364_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": 3.171875,
+ "video_score2_ta": 3.921875,
+ "video_score2_mq": 3.5625,
+ "video_score2_overall": 10.625,
+ "avg": 10.65625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot slowly pans to the right, following a ghostly entity through the desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean precariously over the narrow streets, their jagged outlines struggling against the starless, inky sky. This entity is a ghostly double-decker bus, its form shimmering and translucent, emitting a cold, sickly green phosphorescence that fails to truly illuminate its surroundings. Its edges blur into a thick, rolling fog covering the ground, and through its hollow, empty windows, no passengers or driver can be seen. The bus does not roll on wheels, but rather glides silently and unsettlingly over the damp, gleaming cobblestones, its movement a slow, deliberate crawl that feels sentient and predatory. The bus's ethereal light serves as the primary illumination, casting long, twisted shadows that dance and writhe across the decaying facade, creating an eerie, silent atmosphere imbued with profound dread and supernatural terror.",
+ "token_credit_reward": 10.625,
+ "selected_reward": 10.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, wide-angle shot that slowly pans to the right, following a ghostly entity through desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean over the narrow streets, their jagged outlines set against a starless, inky sky. The entity is a ghostly double-decker bus with a translucent, shimmering form that emits a cold, sickly green phosphorescence that barely illuminates its surroundings. The bus edges blur into thick fog covering the ground, and through its hollow, empty windows no passengers or driver can be seen. The bus glides over damp, gleaming cobblestones without wheels, moving at a slow, deliberate pace that feels sentient and predatory. The ethereal light casts long, twisted shadows across the decaying facade, creating an eerie, silent atmosphere with profound dread and supernatural terror.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the prompt. The bus remains clearly visible with convincing transparency and the intended green glow, and the scene maintains a moody, atmospheric look. The cobblestones and surrounding architecture are well-rendered, and the lighting supports the ghostly aesthetic. There are minor imperfections such as occasional slight softness in distant fog and very subtle color fringing around bright edges, but these do not significantly detract from the overall impression. The motion appears smooth enough given the static-frame review, and the composition remains stable throughout. In sum, visual quality is strong with only small artifacts, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the low-angle wide framing, the presence of a ghostly bus, the desolate cobblestone streets, and the dark, gothic mood are all represented. The bus’s translucent form and green glow are present, and the scene conveys the intended eerie atmosphere. However, some details are not perfectly matched: the camera pan is not clearly demonstrated in the available frames, and certain shadow dynamics and environmental interactions are not fully realized. Overall, alignment is good but not flawless, corresponding to a mid-range score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within its supernatural context. The bus glides over the cobblestones without visible propulsion cues, which fits the ghostly premise, and the fog and lighting behave plausibly within the scene’s rules. While the setup embraces non-realistic elements, they remain consistent with the narrative world, resulting in a moderate level of common-sense consistency (score around 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": 3.171875,
+ "TA": 3.921875,
+ "MQ": 3.5625,
+ "Overall": 10.625
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot that slowly pans to the right, following a ghostly entity through desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean over the narrow streets, their jagged outlines set against a starless, inky sky. The entity is a ghostly double-decker bus with a translucent, shimmering form that emits a cold, sickly green phosphorescence that barely illuminates its surroundings. The bus edges blur into thick fog covering the ground, and through its hollow, empty windows no passengers or driver can be seen. The bus glides over damp, gleaming cobblestones without wheels, moving at a slow, deliberate pace that feels sentient and predatory. The ethereal light casts long, twisted shadows across the decaying facade, creating an eerie, silent atmosphere with profound dread and supernatural terror.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the prompt. The bus remains clearly visible with convincing transparency and the intended green glow, and the scene maintains a moody, atmospheric look. The cobblestones and surrounding architecture are well-rendered, and the lighting supports the ghostly aesthetic. There are minor imperfections such as occasional slight softness in distant fog and very subtle color fringing around bright edges, but these do not significantly detract from the overall impression. The motion appears smooth enough given the static-frame review, and the composition remains stable throughout. In sum, visual quality is strong with only small artifacts, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the low-angle wide framing, the presence of a ghostly bus, the desolate cobblestone streets, and the dark, gothic mood are all represented. The bus’s translucent form and green glow are present, and the scene conveys the intended eerie atmosphere. However, some details are not perfectly matched: the camera pan is not clearly demonstrated in the available frames, and certain shadow dynamics and environmental interactions are not fully realized. Overall, alignment is good but not flawless, corresponding to a mid-range score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within its supernatural context. The bus glides over the cobblestones without visible propulsion cues, which fits the ghostly premise, and the fog and lighting behave plausibly within the scene’s rules. While the setup embraces non-realistic elements, they remain consistent with the narrative world, resulting in a moderate level of common-sense consistency (score around 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29365,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_4/index_4961_seed_29365_dp_9_rank_18_sample_2_slot_0.mp4",
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+ "video_score2_overall": 9.5625,
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+ "token_credit_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot that slowly pans to the right, following a ghostly double-decker bus through desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean over the narrow streets, their jagged outlines against a starless, inky sky. The entity is a ghostly double-decker bus with a translucent, shimmering form emitting a cold, sickly green phosphorescence that barely illuminates its surroundings. The bus edges blur into thick fog covering the ground, and through its hollow windows no passengers or driver can be seen. The bus glides over damp, gleaming cobblestones without rolling on wheels, moving slowly and deliberately like a sentient, predatory entity. The ethereal light casts long, twisted shadows across the decaying facade, creating an eerie, silent atmosphere with profound dread and supernatural terror.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent composition with a low-angle perspective and a clearly defined bus silhouette. The green glow and atmospheric haze are present throughout, contributing to the mood. The resolution is adequate and there are no obvious frame-level distortions; however, some fine details remain soft due to the intentional haze. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a low-angle wide view, a translucent ghostly bus, and a green phosphorescent glow — and conveys a moody, supernatural vibe. However, key aspects of the prompt are underrepresented: the bus appears stationary rather than gliding, and the scene lacks the described dynamic motion and the emphasis on long, twisting shadows. The alignment is moderate (3/5).\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent internal logic: the bus hovers above the ground without visible propulsion cues, which fits the supernatural premise, and the lighting remains consistent with the green glow. There are no glaring physical contradictions, though the lack of motion and shadow dynamics reduces realism slightly. Overall, Physical Consistency is moderate (3/5).\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": 3.28125,
+ "TA": 3.296875,
+ "MQ": 3.015625,
+ "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 low-angle, wide-angle shot that slowly pans to the right, following a ghostly double-decker bus through desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean over the narrow streets, their jagged outlines against a starless, inky sky. The entity is a ghostly double-decker bus with a translucent, shimmering form emitting a cold, sickly green phosphorescence that barely illuminates its surroundings. The bus edges blur into thick fog covering the ground, and through its hollow windows no passengers or driver can be seen. The bus glides over damp, gleaming cobblestones without rolling on wheels, moving slowly and deliberately like a sentient, predatory entity. The ethereal light casts long, twisted shadows across the decaying facade, creating an eerie, silent atmosphere with profound dread and supernatural terror.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent composition with a low-angle perspective and a clearly defined bus silhouette. The green glow and atmospheric haze are present throughout, contributing to the mood. The resolution is adequate and there are no obvious frame-level distortions; however, some fine details remain soft due to the intentional haze. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a low-angle wide view, a translucent ghostly bus, and a green phosphorescent glow — and conveys a moody, supernatural vibe. However, key aspects of the prompt are underrepresented: the bus appears stationary rather than gliding, and the scene lacks the described dynamic motion and the emphasis on long, twisting shadows. The alignment is moderate (3/5).\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent internal logic: the bus hovers above the ground without visible propulsion cues, which fits the supernatural premise, and the lighting remains consistent with the green glow. There are no glaring physical contradictions, though the lack of motion and shadow dynamics reduces realism slightly. Overall, Physical Consistency is moderate (3/5).\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, wide-angle shot slowly pans to the right, following a ghostly entity through the desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean precariously over the narrow streets, their jagged outlines struggling against the starless, inky sky. This entity is a ghostly double-decker bus, its form shimmering and translucent, emitting a cold, sickly green phosphorescence that fails to truly illuminate its surroundings. Its edges blur into a thick, rolling fog covering the ground, and through its hollow, empty windows, no passengers or driver can be seen. The bus does not roll on wheels, but rather glides silently and unsettlingly over the damp, gleaming cobblestones, its movement a slow, deliberate crawl that feels sentient and predatory. The bus's ethereal light serves as the primary illumination, casting long, twisted shadows that dance and writhe across the decaying facade, creating an eerie, silent atmosphere imbued with profound dread and supernatural terror.",
+ "seed": 29366,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_4/index_4961_seed_29366_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": 3.28125,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.6875,
+ "avg": 9.6875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot slowly pans to the right, following a ghostly entity through the desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean precariously over the narrow streets, their jagged outlines struggling against the starless, inky sky. This entity is a ghostly double-decker bus, its form shimmering and translucent, emitting a cold, sickly green phosphorescence that fails to truly illuminate its surroundings. Its edges blur into a thick, rolling fog covering the ground, and through its hollow, empty windows, no passengers or driver can be seen. The bus does not roll on wheels, but rather glides silently and unsettlingly over the damp, gleaming cobblestones, its movement a slow, deliberate crawl that feels sentient and predatory. The bus's ethereal light serves as the primary illumination, casting long, twisted shadows that dance and writhe across the decaying facade, creating an eerie, silent atmosphere imbued with profound dread and supernatural terror.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
+ "frame_importance": [
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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 low-angle, wide-angle shot that slowly pans to the right, following a ghostly double-decker bus through desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean over the narrow streets, their jagged outlines against a starless, inky sky. The entity is a ghostly double-decker bus with a cold, sickly green phosphorescence that barely illuminates its surroundings. Its edges blur into thick fog covering the ground, and through its hollow windows no passengers or driver can be seen. The bus glides over damp, gleaming cobblestones without rolling on wheels, moving slowly and deliberately like a sentient, predatory entity. The ethereal light casts long, twisted shadows that dance and write across the decaying facade, creating an eerie, silent atmosphere with profound dread and supernatural terror.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the green glow and atmospheric fog contributing to mood. However, there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, supporting a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide shot, a slowly panning right, a ghostly double-decker bus, desolate cobblestone streets, Gothic architecture with dark windows, and the prominent green glow. Some nuanced details such as the precise motion feel and the intensity of the eerie atmosphere are present but not perfectly matched, leaving room for minor deviations while preserving the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, with the bus appearing to hover above the ground and fog behaving plausibly. There are no glaring physics violations, though some interactions could be refined for stronger realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 3.296875,
+ "MQ": 3.109375,
+ "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 low-angle, wide-angle shot that slowly pans to the right, following a ghostly double-decker bus through desolate cobblestone streets of a perpetually dark town. Gothic, dilapidated buildings with crumbling, blackened windows lean over the narrow streets, their jagged outlines against a starless, inky sky. The entity is a ghostly double-decker bus with a cold, sickly green phosphorescence that barely illuminates its surroundings. Its edges blur into thick fog covering the ground, and through its hollow windows no passengers or driver can be seen. The bus glides over damp, gleaming cobblestones without rolling on wheels, moving slowly and deliberately like a sentient, predatory entity. The ethereal light casts long, twisted shadows that dance and write across the decaying facade, creating an eerie, silent atmosphere with profound dread and supernatural terror.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the green glow and atmospheric fog contributing to mood. However, there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, supporting a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide shot, a slowly panning right, a ghostly double-decker bus, desolate cobblestone streets, Gothic architecture with dark windows, and the prominent green glow. Some nuanced details such as the precise motion feel and the intensity of the eerie atmosphere are present but not perfectly matched, leaving room for minor deviations while preserving the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and coherent lighting, with the bus appearing to hover above the ground and fog behaving plausibly. There are no glaring physics violations, though some interactions could be refined for stronger realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_5/index_tensor([9852, 9852])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_5/index_tensor([9852, 9852])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..87d6757b64398f200f68b1ce1ed63e99e3bf2f18
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_5/index_tensor([9852, 9852])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In the style of a live-action film, the camera sweeps in slow, dramatic 180-degree arcs from a low angle, circling two elite athletes locked in a fierce, physical confrontation in the low post. The offensive player, a powerful forward with muscular build and features reminiscent of Harrison Barnes, wears a crimson jersey and matching shorts, his short black hair matted with sweat. He methodically backs down his opponent, hunched over, creating space with his shoulders and back. His opponent, an equally formidable defender in a contrasting white uniform, stands firm, legs wide at the ready, forearms pressing firmly into the forward's lower back. The entire scene unfolds in dramatic slow motion under the intense, high-key glare of the stadium lights, sculpting every tense muscle and casting sharp shadows on the polished hardwood court. As they jockey for position under the basket, glistening beads of sweat spray from their foreheads, arcing through the air like tiny crystals catching bright light. The camera's tight, circling movements capture the raw strength and sheer determination etched on their faces—the clenched jaws, narrowed eyes, and flared nostrils—transforming the athletic match into a tense, pivotal cinematic scene focused entirely on a primal contest of will and strength, with the blurred crowd in the background adding to the epic scale of the moment.",
+ "seed": 16594,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_5/index_9852_seed_16594_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.90625,
+ "video_score2_ta": 2.84375,
+ "video_score2_mq": 2.828125,
+ "video_score2_overall": 7.5625,
+ "avg": 7.578125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In the style of a live-action film, the camera sweeps in slow, dramatic 180-degree arcs from a low angle, circling two elite athletes locked in a fierce, physical confrontation in the low post. The offensive player, a powerful forward with muscular build and features reminiscent of Harrison Barnes, wears a crimson jersey and matching shorts, his short black hair matted with sweat. He methodically backs down his opponent, hunched over, creating space with his shoulders and back. His opponent, an equally formidable defender in a contrasting white uniform, stands firm, legs wide at the ready, forearms pressing firmly into the forward's lower back. The entire scene unfolds in dramatic slow motion under the intense, high-key glare of the stadium lights, sculpting every tense muscle and casting sharp shadows on the polished hardwood court. As they jockey for position under the basket, glistening beads of sweat spray from their foreheads, arcing through the air like tiny crystals catching bright light. The camera's tight, circling movements capture the raw strength and sheer determination etched on their faces—the clenched jaws, narrowed eyes, and flared nostrils—transforming the athletic match into a tense, pivotal cinematic scene focused entirely on a primal contest of will and strength, with the blurred crowd in the background adding to the epic scale of the moment.",
+ "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 a live-action basketball confrontation between two elite athletes, with a dramatic camera movement (slow, sweeping 180-degree arcs from a low angle), two players in specific uniforms, a low post confrontation, and a tense, cinematic moment under stadium lighting. The description emphasizes muscular athletes, intense focus, and a high-stakes basketball context.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. There is noticeable motion blur during action, which reduces sharpness and can obscure fine details. Lighting remains consistent with stadium-like illumination, and color saturation is reasonable, but the blur and occasional softness limit crispness. The sequence maintains a cinematic feel, yet the quality does not reach high-fidelity standards due to the motion-related artifacts. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—two players in contrasting uniforms, a low post confrontation, and a tense, close-quarters basketball moment with visible sweat and intensity. However, certain specifics are not clearly realized: the exact camera movement (the slow, dramatic 180-degree arc) is not convincingly demonstrated, and some facial cues or precise body mechanics are obscured by blur. The alignment is adequate but not perfect, reflecting a moderate level of correspondence to the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible basketball dynamics: two players engaged in a low post confrontation, with believable body positioning and contact. While motion blur limits detailed observation, there are no obvious anatomical distortions or implausible interactions. Overall, physical consistency is acceptable but not exceptional, consistent with a mid-level rating.\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": 1.90625,
+ "TA": 2.84375,
+ "MQ": 2.828125,
+ "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 a live-action basketball confrontation between two elite athletes, with a dramatic camera movement (slow, sweeping 180-degree arcs from a low angle), two players in specific uniforms, a low post confrontation, and a tense, cinematic moment under stadium lighting. The description emphasizes muscular athletes, intense focus, and a high-stakes basketball context.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. There is noticeable motion blur during action, which reduces sharpness and can obscure fine details. Lighting remains consistent with stadium-like illumination, and color saturation is reasonable, but the blur and occasional softness limit crispness. The sequence maintains a cinematic feel, yet the quality does not reach high-fidelity standards due to the motion-related artifacts. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—two players in contrasting uniforms, a low post confrontation, and a tense, close-quarters basketball moment with visible sweat and intensity. However, certain specifics are not clearly realized: the exact camera movement (the slow, dramatic 180-degree arc) is not convincingly demonstrated, and some facial cues or precise body mechanics are obscured by blur. The alignment is adequate but not perfect, reflecting a moderate level of correspondence to the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible basketball dynamics: two players engaged in a low post confrontation, with believable body positioning and contact. While motion blur limits detailed observation, there are no obvious anatomical distortions or implausible interactions. Overall, physical consistency is acceptable but not exceptional, consistent with a mid-level rating.\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 dramatic basketball confrontation between two elite athletes, featuring a crimson-jersey forward and a white-uniform defender, with a sweeping cinematic camera movement and a high-intensity, slow-motion presentation. The scene is set in a stadium with visible crowds, emphasizing close-up expressions of raw strength and a tense, pivotal moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show noticeable blur and some loss of fine detail, especially during rapid action, but the subjects remain identifiable. There are occasional distortions in body proportions and minor artifacts, yet these do not dominate the viewing experience. Lighting remains warm and consistent, and the court/background are recognizable despite softness. The result is a fair level of clarity with room for improvement, rather than a severe degradation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the setting (court, lighting, and general composition) is present, several key prompt elements are not convincingly realized: the exact two-athlete confrontation and the precise dynamic described (a powerful forward methodically backing down against a defender) are not clearly depicted, and the dramatic, sweeping camera movement is not evident. The overall narrative alignment is weak, with only broad cues matching the intended scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are occasional anatomical distortions and awkward poses, but they are not pervasive across all frames. Some limb positions look slightly off or mechanically implausible, yet the overall human form remains recognizable and the scene maintains plausible interaction dynamics. The inconsistencies are noticeable but do not completely undermine the perception of a believable confrontation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.96875,
+ "TA": 2.328125,
+ "MQ": 2.515625,
+ "Overall": 6.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic basketball confrontation between two elite athletes, featuring a crimson-jersey forward and a white-uniform defender, with a sweeping cinematic camera movement and a high-intensity, slow-motion presentation. The scene is set in a stadium with visible crowds, emphasizing close-up expressions of raw strength and a tense, pivotal moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show noticeable blur and some loss of fine detail, especially during rapid action, but the subjects remain identifiable. There are occasional distortions in body proportions and minor artifacts, yet these do not dominate the viewing experience. Lighting remains warm and consistent, and the court/background are recognizable despite softness. The result is a fair level of clarity with room for improvement, rather than a severe degradation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the setting (court, lighting, and general composition) is present, several key prompt elements are not convincingly realized: the exact two-athlete confrontation and the precise dynamic described (a powerful forward methodically backing down against a defender) are not clearly depicted, and the dramatic, sweeping camera movement is not evident. The overall narrative alignment is weak, with only broad cues matching the intended scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are occasional anatomical distortions and awkward poses, but they are not pervasive across all frames. Some limb positions look slightly off or mechanically implausible, yet the overall human form remains recognizable and the scene maintains plausible interaction dynamics. The inconsistencies are noticeable but do not completely undermine the perception of a believable confrontation.\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": 16596,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_5/index_9852_seed_16596_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
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+ "video_score2_vq": 2.21875,
+ "video_score2_ta": 3.375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.5,
+ "avg": 8.5,
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+ "question": "In the style of a live-action film, the camera sweeps in slow, dramatic 180-degree arcs from a low angle, circling two elite athletes locked in a fierce, physical confrontation in the low post. The offensive player, a powerful forward with muscular build and features reminiscent of Harrison Barnes, wears a crimson jersey and matching shorts, his short black hair matted with sweat. He methodically backs down his opponent, hunched over, creating space with his shoulders and back. His opponent, an equally formidable defender in a contrasting white uniform, stands firm, legs wide at the ready, forearms pressing firmly into the forward's lower back. The entire scene unfolds in dramatic slow motion under the intense, high-key glare of the stadium lights, sculpting every tense muscle and casting sharp shadows on the polished hardwood court. As they jockey for position under the basket, glistening beads of sweat spray from their foreheads, arcing through the air like tiny crystals catching bright light. The camera's tight, circling movements capture the raw strength and sheer determination etched on their faces—the clenched jaws, narrowed eyes, and flared nostrils—transforming the athletic match into a tense, pivotal cinematic scene focused entirely on a primal contest of will and strength, with the blurred crowd in the background adding to the epic scale of the moment.",
+ "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 dramatic basketball confrontation between two elite players, with a crimson-jersey attacker and a white-uniform defender, set in a high-intensity moment under stadium lighting. The scene is intended to feature close-up, tense expressions and dynamic, sweeping camera work that emphasizes raw strength and cinematic tension.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show acceptable clarity but with noticeable softness and some motion blur during action, which reduces crispness. Lighting remains consistent across shots, and color saturation is reasonable, though not exceptional. There are no major distortions or artifacts, and the composition stays stable, 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 essential elements: two players in opposing jerseys, a low-angle, dramatic framing, and a sense of intense, close-quarters confrontation. The core narrative and visual cues align well with the described scenario. Minor deviations exist in exact facial likeness and some background details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible basketball dynamics and human proportions, with believable contact and body positioning. However, there are occasional small inconsistencies in timing, spacing, or subtle biomechanics 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": 2.21875,
+ "TA": 3.375,
+ "MQ": 2.90625,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic basketball confrontation between two elite players, with a crimson-jersey attacker and a white-uniform defender, set in a high-intensity moment under stadium lighting. The scene is intended to feature close-up, tense expressions and dynamic, sweeping camera work that emphasizes raw strength and cinematic tension.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show acceptable clarity but with noticeable softness and some motion blur during action, which reduces crispness. Lighting remains consistent across shots, and color saturation is reasonable, though not exceptional. There are no major distortions or artifacts, and the composition stays stable, 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 essential elements: two players in opposing jerseys, a low-angle, dramatic framing, and a sense of intense, close-quarters confrontation. The core narrative and visual cues align well with the described scenario. Minor deviations exist in exact facial likeness and some background details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible basketball dynamics and human proportions, with believable contact and body positioning. However, there are occasional small inconsistencies in timing, spacing, or subtle biomechanics 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"
+ ]
+ },
+ {
+ "prompt": "In the style of a live-action film, the camera sweeps in slow, dramatic 180-degree arcs from a low angle, circling two elite athletes locked in a fierce, physical confrontation in the low post. The offensive player, a powerful forward with muscular build and features reminiscent of Harrison Barnes, wears a crimson jersey and matching shorts, his short black hair matted with sweat. He methodically backs down his opponent, hunched over, creating space with his shoulders and back. His opponent, an equally formidable defender in a contrasting white uniform, stands firm, legs wide at the ready, forearms pressing firmly into the forward's lower back. The entire scene unfolds in dramatic slow motion under the intense, high-key glare of the stadium lights, sculpting every tense muscle and casting sharp shadows on the polished hardwood court. As they jockey for position under the basket, glistening beads of sweat spray from their foreheads, arcing through the air like tiny crystals catching bright light. The camera's tight, circling movements capture the raw strength and sheer determination etched on their faces—the clenched jaws, narrowed eyes, and flared nostrils—transforming the athletic match into a tense, pivotal cinematic scene focused entirely on a primal contest of will and strength, with the blurred crowd in the background adding to the epic scale of the moment.",
+ "seed": 16597,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_5/index_9852_seed_16597_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": 2.609375,
+ "video_score2_ta": 3.375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.0,
+ "avg": 9.015625,
+ "reward_records": [
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+ "question": "In the style of a live-action film, the camera sweeps in slow, dramatic 180-degree arcs from a low angle, circling two elite athletes locked in a fierce, physical confrontation in the low post. The offensive player, a powerful forward with muscular build and features reminiscent of Harrison Barnes, wears a crimson jersey and matching shorts, his short black hair matted with sweat. He methodically backs down his opponent, hunched over, creating space with his shoulders and back. His opponent, an equally formidable defender in a contrasting white uniform, stands firm, legs wide at the ready, forearms pressing firmly into the forward's lower back. The entire scene unfolds in dramatic slow motion under the intense, high-key glare of the stadium lights, sculpting every tense muscle and casting sharp shadows on the polished hardwood court. As they jockey for position under the basket, glistening beads of sweat spray from their foreheads, arcing through the air like tiny crystals catching bright light. The camera's tight, circling movements capture the raw strength and sheer determination etched on their faces—the clenched jaws, narrowed eyes, and flared nostrils—transforming the athletic match into a tense, pivotal cinematic scene focused entirely on a primal contest of will and strength, with the blurred crowd in the background adding to the epic scale of the moment.",
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 0,
+ 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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic basketball confrontation between two elite athletes, with a live-action feel, dramatic slow-motion cinematography, and a high-intensity moment under stadium lighting. The scene is intended to emphasize raw strength, facial expressions, and a tense contest, with a blurred crowd in the background contributing to epic scale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during action, which reduces crispness. Lighting remains consistent with stadium illumination, and color saturation is reasonable, though not exceptional. There are no major distortions or artifacts, and the composition stays stable, but the overall sharpness and fine detail do 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: two athletes in a close, intense confrontation, a low-angle dramatic framing, and a sense of speed and tension. The red and white uniforms, the visible sweat, and the close-up focus on facial expressions align well with the description. Some minor deviations exist in exact jersey details and the precise timing of the camera movement, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and plausible interaction dynamics, with believable contact and momentum. However, there are occasional small inconsistencies in body positioning or timing that prevent a higher level of realism, though nothing grossly violates basic physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.609375,
+ "TA": 3.375,
+ "MQ": 3.03125,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic basketball confrontation between two elite athletes, with a live-action feel, dramatic slow-motion cinematography, and a high-intensity moment under stadium lighting. The scene is intended to emphasize raw strength, facial expressions, and a tense contest, with a blurred crowd in the background contributing to epic scale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during action, which reduces crispness. Lighting remains consistent with stadium illumination, and color saturation is reasonable, though not exceptional. There are no major distortions or artifacts, and the composition stays stable, but the overall sharpness and fine detail do 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: two athletes in a close, intense confrontation, a low-angle dramatic framing, and a sense of speed and tension. The red and white uniforms, the visible sweat, and the close-up focus on facial expressions align well with the description. Some minor deviations exist in exact jersey details and the precise timing of the camera movement, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and plausible interaction dynamics, with believable contact and momentum. However, there are occasional small inconsistencies in body positioning or timing that prevent a higher level of realism, though nothing grossly violates basic physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_6/index_tensor([2700, 2700])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_6/index_tensor([2700, 2700])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce2353a8b179f8b50eaeee823298c793c79460b3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_6/index_tensor([2700, 2700])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static macro close-up captures a captivating time-lapse of a camellia blossom, rendered in a clean, artistic style. The sequence begins with a tightly curled bud, its outer petals sealed in a perfect, compact formation. The petals slowly unfurl in a seamless, graceful, accelerated motion, carefully peeling back layer by layer to reveal the intricate structure within. The entire visual effect is defined by the gentle color gradations and crisp outlines across the petals' surfaces, imbuing the flower with a clear, almost illustrative elegance. As bloom reaches its peak, the final petals open, fully revealing the vibrant, pollen-drenched yellow stamens at their core. A soft, diffuse morning light illuminates the scene, casting soft highlights on the waxy, dark green leaves surrounding the flower and capturing a single, perfectly formed dewdrop glittering on the edge of a petal. The atmosphere is serene and focused in its beauty, with the stunning 4K resolution rendering every delicate texture and subtle color shift with surreal clarity.",
+ "seed": 18175,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_6/index_2700_seed_18175_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": 2.96875,
+ "video_score2_mq": 3.53125,
+ "video_score2_overall": 10.0,
+ "avg": 9.96875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static macro close-up captures a captivating time-lapse of a camellia blossom, rendered in a clean, artistic style. The sequence begins with a tightly curled bud, its outer petals sealed in a perfect, compact formation. The petals slowly unfurl in a seamless, graceful, accelerated motion, carefully peeling back layer by layer to reveal the intricate structure within. The entire visual effect is defined by the gentle color gradations and crisp outlines across the petals' surfaces, imbuing the flower with a clear, almost illustrative elegance. As bloom reaches its peak, the final petals open, fully revealing the vibrant, pollen-drenched yellow stamens at their core. A soft, diffuse morning light illuminates the scene, casting soft highlights on the waxy, dark green leaves surrounding the flower and capturing a single, perfectly formed dewdrop glittering on the edge of a petal. The atmosphere is serene and focused in its beauty, with the stunning 4K resolution rendering every delicate texture and subtle color shift with surreal clarity.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
+ "frame_importance": [
+ 0.2502771019935608,
+ 0.2632805109024048,
+ 0.4864423871040344
+ ],
+ "credit_map": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static macro close-up capturing a camellia blossom in a clean, artistic style, with a sequence that begins with a tightly curled bud and gradually unfolds through multiple stages to reveal the intricate structure, culminating in a fully bloomed state with visible stamens and a dewdrop on a petal under soft morning light. The description emphasizes high-resolution rendering of delicate textures and subtle color shifts.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower's features, but there are occasional minor softness and slight inconsistencies in lighting or color grading across frames. The sequence remains coherent and the macro detail is present, though not uniformly pristine throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a static macro close-up of a camellia with a visible progression toward bloom, including the emergence of the stamens and the presence of a dewdrop-like element. While some fine-grained details may vary, the major elements described in the prompt are well captured and the progression aligns with the intended narrative.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression and the dewdrop placement appears reasonable. There are no glaring violations of common-sense physics, though minor timing or micro-detail variations could be refined.\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": 3.46875,
+ "TA": 2.96875,
+ "MQ": 3.53125,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static macro close-up capturing a camellia blossom in a clean, artistic style, with a sequence that begins with a tightly curled bud and gradually unfolds through multiple stages to reveal the intricate structure, culminating in a fully bloomed state with visible stamens and a dewdrop on a petal under soft morning light. The description emphasizes high-resolution rendering of delicate textures and subtle color shifts.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower's features, but there are occasional minor softness and slight inconsistencies in lighting or color grading across frames. The sequence remains coherent and the macro detail is present, though not uniformly pristine throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a static macro close-up of a camellia with a visible progression toward bloom, including the emergence of the stamens and the presence of a dewdrop-like element. While some fine-grained details may vary, the major elements described in the prompt are well captured and the progression aligns with the intended narrative.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression and the dewdrop placement appears reasonable. There are no glaring violations of common-sense physics, though minor timing or micro-detail variations could be refined.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 18176,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_6/index_2700_seed_18176_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.734375,
+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 11.375,
+ "avg": 11.390625,
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+ "question": "static macro close-up captures a captivating time-lapse of a camellia blossom, rendered in a clean, artistic style. The sequence begins with a tightly curled bud, its outer petals sealed in a perfect, compact formation. The petals slowly unfurl in a seamless, graceful, accelerated motion, carefully peeling back layer by layer to reveal the intricate structure within. The entire visual effect is defined by the gentle color gradations and crisp outlines across the petals' surfaces, imbuing the flower with a clear, almost illustrative elegance. As bloom reaches its peak, the final petals open, fully revealing the vibrant, pollen-drenched yellow stamens at their core. A soft, diffuse morning light illuminates the scene, casting soft highlights on the waxy, dark green leaves surrounding the flower and capturing a single, perfectly formed dewdrop glittering on the edge of a petal. The atmosphere is serene and focused in its beauty, with the stunning 4K resolution rendering every delicate texture and subtle color shift with surreal clarity.",
+ "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 macro close-up capturing a time-lapse of a camellia blossom with a clean, artistic style. It envisions a tightly curled bud that opens through a seamless, gradual, accelerated motion to reveal intricate structure, with gentle color gradations and crisp outlines as the petals unfold. The final state should show vibrant yellow stamens at the center under soft, diffused morning light, with a single dewdrop on a petal edge and a serene, focused atmosphere. The intended resolution is high (4K) to render fine textures and subtle color shifts.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The frames maintain good sharpness and detail, with consistent lighting and a pleasing depth of field that keeps the flower in focus while the background remains softly blurred. Color rendition is natural and the progression between frames is smooth, contributing to a cohesive look. There are no obvious distortions or artifacts, and the sequence reads as a clean, well-produced macro shot. However, there are minor imperfections typical of synthetic renders (e.g., occasional slight inconsistencies in petal geometry or subtle shading variations) that prevent a perfect top-tier score. In sum, Visual Quality is strong but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. It delivers a static macro close-up, a visible time-lapse progression, and a clean, artistic presentation. The opening sequence, color gradations, and the reveal of the stamens are captured, and the lighting conveys a soft, diffused morning ambiance. The presence of a dewdrop on a petal edge is suggested, though its exact visibility varies across frames. While most elements match the description, a few details (such as the precise timing of the dewdrop appearance and some micro-textures) are not perfectly synchronized throughout the sequence. Overall, Text-to-Video Alignment is strong and faithful to the prompt, with minor deviations.\n\nPhysical Consistency (Common-sense):\nThe sequence generally follows plausible botanical development, with a believable progression from bud to bloom and the expected color shifts and structural reveal. There are small inconsistencies in micro-details (e.g., occasional abruptness in petal movement or slight mismatches in stamen positioning) that do not break the overall realism but prevent a perfect depiction. The result is a coherent and credible botanical portrayal, though not absolutely flawless in every frame.\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": 3.734375,
+ "TA": 3.59375,
+ "MQ": 4.0625,
+ "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 macro close-up capturing a time-lapse of a camellia blossom with a clean, artistic style. It envisions a tightly curled bud that opens through a seamless, gradual, accelerated motion to reveal intricate structure, with gentle color gradations and crisp outlines as the petals unfold. The final state should show vibrant yellow stamens at the center under soft, diffused morning light, with a single dewdrop on a petal edge and a serene, focused atmosphere. The intended resolution is high (4K) to render fine textures and subtle color shifts.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The frames maintain good sharpness and detail, with consistent lighting and a pleasing depth of field that keeps the flower in focus while the background remains softly blurred. Color rendition is natural and the progression between frames is smooth, contributing to a cohesive look. There are no obvious distortions or artifacts, and the sequence reads as a clean, well-produced macro shot. However, there are minor imperfections typical of synthetic renders (e.g., occasional slight inconsistencies in petal geometry or subtle shading variations) that prevent a perfect top-tier score. In sum, Visual Quality is strong but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. It delivers a static macro close-up, a visible time-lapse progression, and a clean, artistic presentation. The opening sequence, color gradations, and the reveal of the stamens are captured, and the lighting conveys a soft, diffused morning ambiance. The presence of a dewdrop on a petal edge is suggested, though its exact visibility varies across frames. While most elements match the description, a few details (such as the precise timing of the dewdrop appearance and some micro-textures) are not perfectly synchronized throughout the sequence. Overall, Text-to-Video Alignment is strong and faithful to the prompt, with minor deviations.\n\nPhysical Consistency (Common-sense):\nThe sequence generally follows plausible botanical development, with a believable progression from bud to bloom and the expected color shifts and structural reveal. There are small inconsistencies in micro-details (e.g., occasional abruptness in petal movement or slight mismatches in stamen positioning) that do not break the overall realism but prevent a perfect depiction. The result is a coherent and credible botanical portrayal, though not absolutely flawless in every frame.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 macro close-up capturing a time-lapse of a camellia blossom with a clean, artistic style. It envisions a sequence starting with a tightly curled bud, gradual petal unfurling, and a final reveal of vibrant yellow stamens under soft morning light with a single dewdrop. The description remains the same; the evaluation focuses on how well the video matches that vision.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower's features, but there are occasional minor softness and slight color inconsistencies that prevent a higher rating. The sequence maintains consistent lighting and a pleasant depth of field, yet some frames exhibit mild artifacting or compression effects that temper the overall sharpness. The progression between frames is smooth enough to convey blooming, but the quality does not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a static macro close-up with a time-lapse progression, a pink camellia, visible stamens, and a soft morning-light ambiance with a dewdrop. The major elements described in the prompt are present and coherent, and the timing and progression feel plausible. There may be very minor deviations in timing or detail, but they do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression, with gradual petal separation and increasing visibility of the center. Lighting and dewdrop behavior are generally believable, though a few frames show slight inconsistencies in shading or droplet placement that prevent a higher score. Overall, the dynamics are credible but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.59375,
+ "TA": 2.953125,
+ "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 static macro close-up capturing a time-lapse of a camellia blossom with a clean, artistic style. It envisions a sequence starting with a tightly curled bud, gradual petal unfurling, and a final reveal of vibrant yellow stamens under soft morning light with a single dewdrop. The description remains the same; the evaluation focuses on how well the video matches that vision.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower's features, but there are occasional minor softness and slight color inconsistencies that prevent a higher rating. The sequence maintains consistent lighting and a pleasant depth of field, yet some frames exhibit mild artifacting or compression effects that temper the overall sharpness. The progression between frames is smooth enough to convey blooming, but the quality does not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a static macro close-up with a time-lapse progression, a pink camellia, visible stamens, and a soft morning-light ambiance with a dewdrop. The major elements described in the prompt are present and coherent, and the timing and progression feel plausible. There may be very minor deviations in timing or detail, but they do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The blooming sequence follows plausible botanical progression, with gradual petal separation and increasing visibility of the center. Lighting and dewdrop behavior are generally believable, though a few frames show slight inconsistencies in shading or droplet placement that prevent a higher score. Overall, the dynamics are credible but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static macro close-up captures a captivating time-lapse of a camellia blossom, rendered in a clean, artistic style. The sequence begins with a tightly curled bud, its outer petals sealed in a perfect, compact formation. The petals slowly unfurl in a seamless, graceful, accelerated motion, carefully peeling back layer by layer to reveal the intricate structure within. The entire visual effect is defined by the gentle color gradations and crisp outlines across the petals' surfaces, imbuing the flower with a clear, almost illustrative elegance. As bloom reaches its peak, the final petals open, fully revealing the vibrant, pollen-drenched yellow stamens at their core. A soft, diffuse morning light illuminates the scene, casting soft highlights on the waxy, dark green leaves surrounding the flower and capturing a single, perfectly formed dewdrop glittering on the edge of a petal. The atmosphere is serene and focused in its beauty, with the stunning 4K resolution rendering every delicate texture and subtle color shift with surreal clarity.",
+ "seed": 18178,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_6/index_2700_seed_18178_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.6875,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.53125,
+ "video_score2_overall": 10.125,
+ "avg": 10.15625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static macro close-up captures a captivating time-lapse of a camellia blossom, rendered in a clean, artistic style. The sequence begins with a tightly curled bud, its outer petals sealed in a perfect, compact formation. The petals slowly unfurl in a seamless, graceful, accelerated motion, carefully peeling back layer by layer to reveal the intricate structure within. The entire visual effect is defined by the gentle color gradations and crisp outlines across the petals' surfaces, imbuing the flower with a clear, almost illustrative elegance. As bloom reaches its peak, the final petals open, fully revealing the vibrant, pollen-drenched yellow stamens at their core. A soft, diffuse morning light illuminates the scene, casting soft highlights on the waxy, dark green leaves surrounding the flower and capturing a single, perfectly formed dewdrop glittering on the edge of a petal. The atmosphere is serene and focused in its beauty, with the stunning 4K resolution rendering every delicate texture and subtle color shift with surreal clarity.",
+ "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 static macro close-up capturing a camellia blossom in a clean, artistic style, with a tightly curled bud opening through gradual petal unfurling to reveal intricate structure, culminating in a fully bloomed state with visible stamens and a dewdrop on a petal under soft morning light. The video largely follows this arc but does not fully realize all described details in the final frame.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower, with consistent lighting and good detail in petals and leaves. However, there are minor inconsistencies in sharpness across frames and occasional slight color/contrast fluctuations that prevent a higher rating. No major artifacts or distortions are evident, and the sequence remains coherent.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up of a camellia-like blossom, progresses through opening stages, and reveals the center with visible stamens. The final frame hints at a dewdrop, aligning with the description. Some specifics—such as precise timing of the opening, exact dewdrop placement, and the intensity of the soft morning illumination—are not perfectly matched, but the core elements and progression are well captured.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The sequence follows plausible botanical development and lighting behavior, with no obvious violations of physics or anatomy. Minor deviations in timing or micro-details 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: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.6875,
+ "TA": 2.9375,
+ "MQ": 3.53125,
+ "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 static macro close-up capturing a camellia blossom in a clean, artistic style, with a tightly curled bud opening through gradual petal unfurling to reveal intricate structure, culminating in a fully bloomed state with visible stamens and a dewdrop on a petal under soft morning light. The video largely follows this arc but does not fully realize all described details in the final frame.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the flower, with consistent lighting and good detail in petals and leaves. However, there are minor inconsistencies in sharpness across frames and occasional slight color/contrast fluctuations that prevent a higher rating. No major artifacts or distortions are evident, and the sequence remains coherent.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up of a camellia-like blossom, progresses through opening stages, and reveals the center with visible stamens. The final frame hints at a dewdrop, aligning with the description. Some specifics—such as precise timing of the opening, exact dewdrop placement, and the intensity of the soft morning illumination—are not perfectly matched, but the core elements and progression are well captured.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The sequence follows plausible botanical development and lighting behavior, with no obvious violations of physics or anatomy. Minor deviations in timing or micro-details 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: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_7/index_tensor([1498, 1498])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_7/index_tensor([1498, 1498])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddaf37f43e86dc415834841ab75eb820d4064e3b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_7/index_tensor([1498, 1498])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The first-person shot begins with a hand appearing in the frame, its skin weathered, its knuckles slightly reddened by the cold. The sleeve of a dark green waxed canvas jacket is visible at the wrist. The hand grips the cool, heavy black cast iron handle of a massive, dark oak door, its surface showing deep veins and years of weathering. Steady and deliberate, the hand pulls the door shut; as the heavy boards swing shut with a low groan, the warm golden light from within gradually fades, finally fading as the door closes with a solid, unmistakable thud, plunging the scene into the cool, aimless light of the outdoors. The camera, mimicking a human gaze, pauses for a moment before turning to face a narrow, winding dirt path that disappears into a dense, old-growth forest. Tall pines and birches, their trunks saturated with moisture and partially encrusted with green moss, form a thick canopy overhead. A thick, rolling fog blankets the forest floor, enveloping the gnarled roots and damp fallen leaves in a soft, ethereal grey, creating an atmosphere of tranquility and profound isolation as the camera begins to move forward at a steady walking pace, into the heart of the misty forest.",
+ "seed": 24468,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_7/index_1498_seed_24468_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.8203125,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 7.84375,
+ "avg": 7.8515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The first-person shot begins with a hand appearing in the frame, its skin weathered, its knuckles slightly reddened by the cold. The sleeve of a dark green waxed canvas jacket is visible at the wrist. The hand grips the cool, heavy black cast iron handle of a massive, dark oak door, its surface showing deep veins and years of weathering. Steady and deliberate, the hand pulls the door shut; as the heavy boards swing shut with a low groan, the warm golden light from within gradually fades, finally fading as the door closes with a solid, unmistakable thud, plunging the scene into the cool, aimless light of the outdoors. The camera, mimicking a human gaze, pauses for a moment before turning to face a narrow, winding dirt path that disappears into a dense, old-growth forest. Tall pines and birches, their trunks saturated with moisture and partially encrusted with green moss, form a thick canopy overhead. A thick, rolling fog blankets the forest floor, enveloping the gnarled roots and damp fallen leaves in a soft, ethereal grey, creating an atmosphere of tranquility and profound isolation as the camera begins to move forward at a steady walking pace, into the heart of the misty forest.",
+ "token_credit_reward": 7.84375,
+ "selected_reward": 7.84375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a first-person sequence where a hand appears, grips a heavy door handle, and the door closes with a gradual transition to an outdoor forest scene. The final frames depict a misty forest environment with tall pines and birches, a damp atmosphere, and a forward-moving camera through the forest.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The early frames show reasonable detail in the hand and door hardware, but there is noticeable degradation toward the end, with the final forest frames appearing blurred and hazy due to the fog effect. The transition from indoor to outdoor lighting is present but not perfectly seamless, and some artifacts are visible in the later segments. The sequence remains readable, but the overall image fidelity does not stay consistently high throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a first-person perspective with a hand gripping a door handle, the door closing, and a shift to an outdoor forest setting with mist and tall trees. Minor deviations exist in fine-grained details such as exact hand appearance or the precise moment of the door closing, but these do not substantially detract from the overall narrative alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The hand-door interaction reads plausibly, and the door’s movement aligns with expected mechanics. However, the environmental transition introduces some incongruities in lighting and spatial cues, and the foggy forest lighting can obscure depth and scale, reducing perceived realism in those moments.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.8203125,
+ "TA": 3.03125,
+ "MQ": 3.0,
+ "Overall": 7.84375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a first-person sequence where a hand appears, grips a heavy door handle, and the door closes with a gradual transition to an outdoor forest scene. The final frames depict a misty forest environment with tall pines and birches, a damp atmosphere, and a forward-moving camera through the forest.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The early frames show reasonable detail in the hand and door hardware, but there is noticeable degradation toward the end, with the final forest frames appearing blurred and hazy due to the fog effect. The transition from indoor to outdoor lighting is present but not perfectly seamless, and some artifacts are visible in the later segments. The sequence remains readable, but the overall image fidelity does not stay consistently high throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a first-person perspective with a hand gripping a door handle, the door closing, and a shift to an outdoor forest setting with mist and tall trees. Minor deviations exist in fine-grained details such as exact hand appearance or the precise moment of the door closing, but these do not substantially detract from the overall narrative alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The hand-door interaction reads plausibly, and the door’s movement aligns with expected mechanics. However, the environmental transition introduces some incongruities in lighting and spatial cues, and the foggy forest lighting can obscure depth and scale, reducing perceived realism in those moments.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The first-person shot begins with a hand appearing in the frame, its skin weathered, its knuckles slightly reddened by the cold. The sleeve of a dark green waxed canvas jacket is visible at the wrist. The hand grips the cool, heavy black cast iron handle of a massive, dark oak door, its surface showing deep veins and years of weathering. Steady and deliberate, the hand pulls the door shut; as the heavy boards swing shut with a low groan, the warm golden light from within gradually fades, finally fading as the door closes with a solid, unmistakable thud, plunging the scene into the cool, aimless light of the outdoors. The camera, mimicking a human gaze, pauses for a moment before turning to face a narrow, winding dirt path that disappears into a dense, old-growth forest. Tall pines and birches, their trunks saturated with moisture and partially encrusted with green moss, form a thick canopy overhead. A thick, rolling fog blankets the forest floor, enveloping the gnarled roots and damp fallen leaves in a soft, ethereal grey, creating an atmosphere of tranquility and profound isolation as the camera begins to move forward at a steady walking pace, into the heart of the misty forest.",
+ "seed": 24469,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_7/index_1498_seed_24469_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.28125,
+ "video_score2_ta": 3.265625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.625,
+ "avg": 8.578125,
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+ "question": "The first-person shot begins with a hand appearing in the frame, its skin weathered, its knuckles slightly reddened by the cold. The sleeve of a dark green waxed canvas jacket is visible at the wrist. The hand grips the cool, heavy black cast iron handle of a massive, dark oak door, its surface showing deep veins and years of weathering. Steady and deliberate, the hand pulls the door shut; as the heavy boards swing shut with a low groan, the warm golden light from within gradually fades, finally fading as the door closes with a solid, unmistakable thud, plunging the scene into the cool, aimless light of the outdoors. The camera, mimicking a human gaze, pauses for a moment before turning to face a narrow, winding dirt path that disappears into a dense, old-growth forest. Tall pines and birches, their trunks saturated with moisture and partially encrusted with green moss, form a thick canopy overhead. A thick, rolling fog blankets the forest floor, enveloping the gnarled roots and damp fallen leaves in a soft, ethereal grey, creating an atmosphere of tranquility and profound isolation as the camera begins to move forward at a steady walking pace, into the heart of the misty forest.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a first-person sequence where a hand appears, grips a door handle, and the door closes, followed by a transition to an outdoor forest path with tall pines, birches, moss, and fog. The video largely follows this arc but does not fully realize all described details in the final frames.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The early frames show reasonable detail and texture, but there is noticeable degradation toward the end with blur and loss of sharpness. The transition between indoor and outdoor scenes is abrupt rather than seamless, contributing to a mid-level overall impression.\n\nText-to-Video Alignment Analysis:\nAlignment is moderate (score 3). The video captures the core elements—hand presence, door interaction, and a shift to an outdoor forest setting—with some deviations in environmental specifics and timing. The forest details and atmospheric effects are present but not consistently matched to the prompt, resulting in partial fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Hand movements and door interactions feel plausible, and the outdoor environment behaves in a believable manner. However, some lighting transitions and spatial cues are not perfectly coherent, leaving minor inconsistencies in the scene’s realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.28125,
+ "TA": 3.265625,
+ "MQ": 3.03125,
+ "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 first-person sequence where a hand appears, grips a door handle, and the door closes, followed by a transition to an outdoor forest path with tall pines, birches, moss, and fog. The video largely follows this arc but does not fully realize all described details in the final frames.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The early frames show reasonable detail and texture, but there is noticeable degradation toward the end with blur and loss of sharpness. The transition between indoor and outdoor scenes is abrupt rather than seamless, contributing to a mid-level overall impression.\n\nText-to-Video Alignment Analysis:\nAlignment is moderate (score 3). The video captures the core elements—hand presence, door interaction, and a shift to an outdoor forest setting—with some deviations in environmental specifics and timing. The forest details and atmospheric effects are present but not consistently matched to the prompt, resulting in partial fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Hand movements and door interactions feel plausible, and the outdoor environment behaves in a believable manner. However, some lighting transitions and spatial cues are not perfectly coherent, leaving minor inconsistencies in the scene’s realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The first-person shot begins with a hand appearing in the frame, its skin weathered, its knuckles slightly reddened by the cold. The sleeve of a dark green waxed canvas jacket is visible at the wrist. The hand grips the cool, heavy black cast iron handle of a massive, dark oak door, its surface showing deep veins and years of weathering. Steady and deliberate, the hand pulls the door shut; as the heavy boards swing shut with a low groan, the warm golden light from within gradually fades, finally fading as the door closes with a solid, unmistakable thud, plunging the scene into the cool, aimless light of the outdoors. The camera, mimicking a human gaze, pauses for a moment before turning to face a narrow, winding dirt path that disappears into a dense, old-growth forest. Tall pines and birches, their trunks saturated with moisture and partially encrusted with green moss, form a thick canopy overhead. A thick, rolling fog blankets the forest floor, enveloping the gnarled roots and damp fallen leaves in a soft, ethereal grey, creating an atmosphere of tranquility and profound isolation as the camera begins to move forward at a steady walking pace, into the heart of the misty forest.",
+ "seed": 24470,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_7/index_1498_seed_24470_dp_15_rank_30_sample_2_slot_0.mp4",
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+ "video_score2_vq": 2.34375,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 8.9375,
+ "avg": 8.921875,
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+ "question": "The first-person shot begins with a hand appearing in the frame, its skin weathered, its knuckles slightly reddened by the cold. The sleeve of a dark green waxed canvas jacket is visible at the wrist. The hand grips the cool, heavy black cast iron handle of a massive, dark oak door, its surface showing deep veins and years of weathering. Steady and deliberate, the hand pulls the door shut; as the heavy boards swing shut with a low groan, the warm golden light from within gradually fades, finally fading as the door closes with a solid, unmistakable thud, plunging the scene into the cool, aimless light of the outdoors. The camera, mimicking a human gaze, pauses for a moment before turning to face a narrow, winding dirt path that disappears into a dense, old-growth forest. Tall pines and birches, their trunks saturated with moisture and partially encrusted with green moss, form a thick canopy overhead. A thick, rolling fog blankets the forest floor, enveloping the gnarled roots and damp fallen leaves in a soft, ethereal grey, creating an atmosphere of tranquility and profound isolation as the camera begins to move forward at a steady walking pace, into the heart of the misty forest.",
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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 first-person sequence where a hand appears, grips a door handle, and the door closes, followed by a transition to an outdoor forest scene with a foggy atmosphere and a steady camera movement through the misty environment.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show reasonable clarity and detail in the initial indoor shots, but there is noticeable degradation in the later outdoor segments due to fog and atmospheric effects. The transition between indoor and outdoor scenes is somewhat abrupt, and while lighting remains generally coherent, the overall sharpness declines toward the end. No major distortions or artifacts are evident, but the sequence does not maintain high visual fidelity throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a first-person perspective with a visible hand, a dark door with a handle, and the door closing action, followed by an outdoor forest setting with a foggy atmosphere and a forward-moving camera. Minor deviations exist in the exact color impression of the jacket and in the precise timing of the door closure relative to the textual description, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The indoor door interaction reads as plausible, and the outdoor environment maintains believable lighting and fog behavior. However, some transitions and environmental cues feel slightly abrupt, and a few details (such as the jacket hue under lighting and the exact motion dynamics) could be refined to improve realism. Overall, the scene remains coherent and plausible, though not perfectly seamless.\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": 2.34375,
+ "TA": 3.3125,
+ "MQ": 3.265625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a first-person sequence where a hand appears, grips a door handle, and the door closes, followed by a transition to an outdoor forest scene with a foggy atmosphere and a steady camera movement through the misty environment.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show reasonable clarity and detail in the initial indoor shots, but there is noticeable degradation in the later outdoor segments due to fog and atmospheric effects. The transition between indoor and outdoor scenes is somewhat abrupt, and while lighting remains generally coherent, the overall sharpness declines toward the end. No major distortions or artifacts are evident, but the sequence does not maintain high visual fidelity throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a first-person perspective with a visible hand, a dark door with a handle, and the door closing action, followed by an outdoor forest setting with a foggy atmosphere and a forward-moving camera. Minor deviations exist in the exact color impression of the jacket and in the precise timing of the door closure relative to the textual description, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The indoor door interaction reads as plausible, and the outdoor environment maintains believable lighting and fog behavior. However, some transitions and environmental cues feel slightly abrupt, and a few details (such as the jacket hue under lighting and the exact motion dynamics) could be refined to improve realism. Overall, the scene remains coherent and plausible, though not perfectly seamless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The first-person shot begins with a hand appearing in the frame, its skin weathered, its knuckles slightly reddened by the cold. The sleeve of a dark green waxed canvas jacket is visible at the wrist. The hand grips the cool, heavy black cast iron handle of a massive, dark oak door, its surface showing deep veins and years of weathering. Steady and deliberate, the hand pulls the door shut; as the heavy boards swing shut with a low groan, the warm golden light from within gradually fades, finally fading as the door closes with a solid, unmistakable thud, plunging the scene into the cool, aimless light of the outdoors. The camera, mimicking a human gaze, pauses for a moment before turning to face a narrow, winding dirt path that disappears into a dense, old-growth forest. Tall pines and birches, their trunks saturated with moisture and partially encrusted with green moss, form a thick canopy overhead. A thick, rolling fog blankets the forest floor, enveloping the gnarled roots and damp fallen leaves in a soft, ethereal grey, creating an atmosphere of tranquility and profound isolation as the camera begins to move forward at a steady walking pace, into the heart of the misty forest.",
+ "seed": 24471,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_7/index_1498_seed_24471_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": 1.5625,
+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 2.25,
+ "video_score2_overall": 6.0,
+ "avg": 5.984375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "The first-person shot begins with a hand appearing in the frame, its skin weathered, its knuckles slightly reddened by the cold. The sleeve of a dark green waxed canvas jacket is visible at the wrist. The hand grips the cool, heavy black cast iron handle of a massive, dark oak door, its surface showing deep veins and years of weathering. Steady and deliberate, the hand pulls the door shut; as the heavy boards swing shut with a low groan, the warm golden light from within gradually fades, finally fading as the door closes with a solid, unmistakable thud, plunging the scene into the cool, aimless light of the outdoors. The camera, mimicking a human gaze, pauses for a moment before turning to face a narrow, winding dirt path that disappears into a dense, old-growth forest. Tall pines and birches, their trunks saturated with moisture and partially encrusted with green moss, form a thick canopy overhead. A thick, rolling fog blankets the forest floor, enveloping the gnarled roots and damp fallen leaves in a soft, ethereal grey, creating an atmosphere of tranquility and profound isolation as the camera begins to move forward at a steady walking pace, into the heart of the misty forest.",
+ "token_credit_reward": 6.0,
+ "selected_reward": 6.0,
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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 first-person sequence where a hand appears, a door is closed, and then the scene transitions to a misty forest. The video includes a first-person perspective and a forest setting, but several key elements from the prompt are not clearly realized. The hand’s weathered appearance and the act of closing a door are not convincingly depicted, and the transition to the forest lacks a clear, cohesive progression. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nAcross the frames, there are noticeable issues that reduce overall clarity. Frame 1 shows a hand with some distortion and mild blur. Frames 2–5 depict a forest environment with fog, but the imagery remains soft and lacks sharp detail. The sequence exhibits inconsistent focus and some artifacts, resulting in a below-average visual quality overall.\n\nText-to-Video Alignment Analysis:\nThe video captures a first-person viewpoint and a forest setting, but crucial narrative elements from the prompt are missing or unclear. The hand’s appearance and the door-closing action are not convincingly portrayed, and the transition to the forest does not fully realize the described progression. Alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency (Common-sense):\nThere are notable inconsistencies in how actions unfold and how objects interact. The hand and door interaction feel awkward, and the transition between indoor and outdoor scenes lacks plausible continuity. The forest environment itself is plausible, but the overall sequence exhibits weak common-sense coherence.\n\nOverall assessment:\nThe video demonstrates limited fidelity to the prompt across all three dimensions, with moderate alignment and weaker physical consistency.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 2,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.5625,
+ "TA": 2.171875,
+ "MQ": 2.25,
+ "Overall": 6.0
+ }
+ }
+ ],
+ "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 first-person sequence where a hand appears, a door is closed, and then the scene transitions to a misty forest. The video includes a first-person perspective and a forest setting, but several key elements from the prompt are not clearly realized. The hand’s weathered appearance and the act of closing a door are not convincingly depicted, and the transition to the forest lacks a clear, cohesive progression. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nAcross the frames, there are noticeable issues that reduce overall clarity. Frame 1 shows a hand with some distortion and mild blur. Frames 2–5 depict a forest environment with fog, but the imagery remains soft and lacks sharp detail. The sequence exhibits inconsistent focus and some artifacts, resulting in a below-average visual quality overall.\n\nText-to-Video Alignment Analysis:\nThe video captures a first-person viewpoint and a forest setting, but crucial narrative elements from the prompt are missing or unclear. The hand’s appearance and the door-closing action are not convincingly portrayed, and the transition to the forest does not fully realize the described progression. Alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency (Common-sense):\nThere are notable inconsistencies in how actions unfold and how objects interact. The hand and door interaction feel awkward, and the transition between indoor and outdoor scenes lacks plausible continuity. The forest environment itself is plausible, but the overall sequence exhibits weak common-sense coherence.\n\nOverall assessment:\nThe video demonstrates limited fidelity to the prompt across all three dimensions, with moderate alignment and weaker physical consistency.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_8/index_tensor([6057, 6057])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_8/index_tensor([6057, 6057])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4aefa0b47ae9d7a1ee3ea347bb692587234af45f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_8/index_tensor([6057, 6057])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, slow, sideways tracking shot glides silently across the crystal-clear deep blue waters. Sunlight filters down from the surface, casting a mesmerizing, ever-shifting network of caustic patterns across the seafloor. A massive great white shark lies motionless on the pristine, white, sandy seafloor, its massive body casting a long, soft shadow. As the camera drifts over its head, surreal details are breathtaking: its unblinking black eyes bereft of ancient wisdom, its mouth slightly open, revealing the edges of jagged teeth. The camera's steady movement captures the rough, sandpaper-like texture of its gray dorsal skin, faintly scarred and subtly freckled, telling the story of a life of predation, contrasting starkly with its pristine white underbelly. The only movement is the slow, rhythmic, and powerful pulsation of its five enormous gill slits, which open and close in a deliberate, life-sustaining rhythm. The camera continues its slow progress along the creature's flank, past its massive pectoral fins and towering dorsal fin, emphasizing its immense scale and creating an atmosphere of quiet majesty and immense, dormant power.",
+ "seed": 28532,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_8/index_6057_seed_28532_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": 3.625,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 3.53125,
+ "video_score2_overall": 10.375,
+ "avg": 10.328125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, slow, sideways tracking shot glides silently across the crystal-clear deep blue waters. Sunlight filters down from the surface, casting a mesmerizing, ever-shifting network of caustic patterns across the seafloor. A massive great white shark lies motionless on the pristine, white, sandy seafloor, its massive body casting a long, soft shadow. As the camera drifts over its head, surreal details are breathtaking: its unblinking black eyes bereft of ancient wisdom, its mouth slightly open, revealing the edges of jagged teeth. The camera's steady movement captures the rough, sandpaper-like texture of its gray dorsal skin, faintly scarred and subtly freckled, telling the story of a life of predation, contrasting starkly with its pristine white underbelly. The only movement is the slow, rhythmic, and powerful pulsation of its five enormous gill slits, which open and close in a deliberate, life-sustaining rhythm. The camera continues its slow progress along the creature's flank, past its massive pectoral fins and towering dorsal fin, emphasizing its immense scale and creating an atmosphere of quiet majesty and immense, dormant 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 low-angle, slow, sideways tracking shot of a massive great white shark lying motionless on a pristine sandy seafloor, with sunlight filtering down and caustic patterns, while the camera glides over its head to reveal its features including eyes, mouth, teeth, and gill slits. The description emphasizes the shark's scale, texture, and the interplay of light and shadow to convey a sense of quiet majesty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The underwater visuals are coherent and the scene reads as convincing, but there are noticeable limitations that prevent a higher rating. Some frames show mild softness or compression artifacts, and color grading is not consistently optimized across shots. The lighting and caustics are present but do not reach the level of polish implied by the prompt, resulting in a solid but not exceptional visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a large white shark resting on a sandy bottom, visible eyes, mouth with teeth, and the general anatomy described. However, certain dynamic aspects such as the exact fluid motion of the gills and the precise caustic dynamics are not fully realized, leaving some gaps between the textual vision and the visual execution. Despite these minor deviations, the overall correspondence remains high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible underwater lighting, shading, and anatomy, but there are small inconsistencies in motion cues and environmental interactions that prevent a higher score. The depiction remains believable and coherent, though not perfectly aligned with real-world physics in every frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.625,
+ "TA": 3.171875,
+ "MQ": 3.53125,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, slow, sideways tracking shot of a massive great white shark lying motionless on a pristine sandy seafloor, with sunlight filtering down and caustic patterns, while the camera glides over its head to reveal its features including eyes, mouth, teeth, and gill slits. The description emphasizes the shark's scale, texture, and the interplay of light and shadow to convey a sense of quiet majesty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The underwater visuals are coherent and the scene reads as convincing, but there are noticeable limitations that prevent a higher rating. Some frames show mild softness or compression artifacts, and color grading is not consistently optimized across shots. The lighting and caustics are present but do not reach the level of polish implied by the prompt, resulting in a solid but not exceptional visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a large white shark resting on a sandy bottom, visible eyes, mouth with teeth, and the general anatomy described. However, certain dynamic aspects such as the exact fluid motion of the gills and the precise caustic dynamics are not fully realized, leaving some gaps between the textual vision and the visual execution. Despite these minor deviations, the overall correspondence remains high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible underwater lighting, shading, and anatomy, but there are small inconsistencies in motion cues and environmental interactions that prevent a higher score. The depiction remains believable and coherent, though not perfectly aligned with real-world physics in every frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, slow, sideways tracking shot glides silently across the crystal-clear deep blue waters. Sunlight filters down from the surface, casting a mesmerizing, ever-shifting network of caustic patterns across the seafloor. A massive great white shark lies motionless on the pristine, white, sandy seafloor, its massive body casting a long, soft shadow. As the camera drifts over its head, surreal details are breathtaking: its unblinking black eyes bereft of ancient wisdom, its mouth slightly open, revealing the edges of jagged teeth. The camera's steady movement captures the rough, sandpaper-like texture of its gray dorsal skin, faintly scarred and subtly freckled, telling the story of a life of predation, contrasting starkly with its pristine white underbelly. The only movement is the slow, rhythmic, and powerful pulsation of its five enormous gill slits, which open and close in a deliberate, life-sustaining rhythm. The camera continues its slow progress along the creature's flank, past its massive pectoral fins and towering dorsal fin, emphasizing its immense scale and creating an atmosphere of quiet majesty and immense, dormant power.",
+ "seed": 28533,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_8/index_6057_seed_28533_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.90625,
+ "video_score2_overall": 11.0625,
+ "avg": 11.0625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, slow, sideways tracking shot glides silently across the crystal-clear deep blue waters. Sunlight filters down from the surface, casting a mesmerizing, ever-shifting network of caustic patterns across the seafloor. A massive great white shark lies motionless on the pristine, white, sandy seafloor, its massive body casting a long, soft shadow. As the camera drifts over its head, surreal details are breathtaking: its unblinking black eyes bereft of ancient wisdom, its mouth slightly open, revealing the edges of jagged teeth. The camera's steady movement captures the rough, sandpaper-like texture of its gray dorsal skin, faintly scarred and subtly freckled, telling the story of a life of predation, contrasting starkly with its pristine white underbelly. The only movement is the slow, rhythmic, and powerful pulsation of its five enormous gill slits, which open and close in a deliberate, life-sustaining rhythm. The camera continues its slow progress along the creature's flank, past its massive pectoral fins and towering dorsal fin, emphasizing its immense scale and creating an atmosphere of quiet majesty and immense, dormant power.",
+ "token_credit_reward": 11.0625,
+ "selected_reward": 11.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, slow, sideways tracking shot of a massive great white shark lying motionless on a pristine sandy seafloor, with sunlight filtering down and caustic patterns, a long soft shadow, and a focus on the shark's features like eyes, mouth, teeth, texture of skin, and gill slits. The description remains consistent with the visuals overall.\n\nVisual Quality Analysis:\nThe underwater visuals are generally strong. The resolution is solid, lighting is believable, and color grading yields a convincing blue-tinted environment. The shark is clearly visible with good detail, and the seafloor texture reads as realistic. There are occasional minor artifacts or slight softness in some frames, but these do not dominate the viewing experience. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely follows the prompt: low-angle perspective, slow lateral movement, a large shark resting on a clean sandy bottom, and visible sunlight effects. However, certain prompt elements—such as a pronounced caustic network and a clearly defined long shadow—are not consistently realized. The mouth is shown open in several frames, which matches part of the prompt, while other aspects (e.g., the exact tracking cadence and the visibility of all listed features) are present but not perfectly synchronized. Overall, Text-to-Video Alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics: the shark’s anatomy, lighting interactions, and environmental context read as coherent. Some minor inconsistencies exist (e.g., subtle mismatches in light scattering or shadow behavior), but they do not undermine overall realism. This supports a Physical/Common-sense Consistency score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 3.796875,
+ "MQ": 3.90625,
+ "Overall": 11.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, slow, sideways tracking shot of a massive great white shark lying motionless on a pristine sandy seafloor, with sunlight filtering down and caustic patterns, a long soft shadow, and a focus on the shark's features like eyes, mouth, teeth, texture of skin, and gill slits. The description remains consistent with the visuals overall.\n\nVisual Quality Analysis:\nThe underwater visuals are generally strong. The resolution is solid, lighting is believable, and color grading yields a convincing blue-tinted environment. The shark is clearly visible with good detail, and the seafloor texture reads as realistic. There are occasional minor artifacts or slight softness in some frames, but these do not dominate the viewing experience. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely follows the prompt: low-angle perspective, slow lateral movement, a large shark resting on a clean sandy bottom, and visible sunlight effects. However, certain prompt elements—such as a pronounced caustic network and a clearly defined long shadow—are not consistently realized. The mouth is shown open in several frames, which matches part of the prompt, while other aspects (e.g., the exact tracking cadence and the visibility of all listed features) are present but not perfectly synchronized. Overall, Text-to-Video Alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics: the shark’s anatomy, lighting interactions, and environmental context read as coherent. Some minor inconsistencies exist (e.g., subtle mismatches in light scattering or shadow behavior), but they do not undermine overall realism. This supports a Physical/Common-sense Consistency score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 28534,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_8/index_6057_seed_28534_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": 3.84375,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 3.53125,
+ "video_score2_overall": 10.375,
+ "avg": 10.359375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, slow, sideways tracking shot of a massive great white shark lying motionless on a pristine sandy seafloor, with sunlight filtering down and caustic patterns, while the camera glides over its head to reveal its features including eyes, mouth, teeth, and skin texture. The scene should emphasize the shark's immense scale and create an atmosphere of quiet majesty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The underwater visuals are generally coherent with decent color balance and lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable and the framing is consistent, though it does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the low-angle tracking shot, the prominent shark, the sandy bottom, and the lighting cues described. However, some nuanced details such as the exact caustic pattern density and the precise timing of the gill movements are not perfectly matched, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene adheres to plausible underwater physics and anatomy, but there are small inconsistencies in lighting interactions and motion cues that prevent a perfect match to real-world expectations.\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": 3.84375,
+ "TA": 2.984375,
+ "MQ": 3.53125,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, slow, sideways tracking shot of a massive great white shark lying motionless on a pristine sandy seafloor, with sunlight filtering down and caustic patterns, while the camera glides over its head to reveal its features including eyes, mouth, teeth, and skin texture. The scene should emphasize the shark's immense scale and create an atmosphere of quiet majesty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The underwater visuals are generally coherent with decent color balance and lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable and the framing is consistent, though it does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the low-angle tracking shot, the prominent shark, the sandy bottom, and the lighting cues described. However, some nuanced details such as the exact caustic pattern density and the precise timing of the gill movements are not perfectly matched, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene adheres to plausible underwater physics and anatomy, but there are small inconsistencies in lighting interactions and motion cues that prevent a perfect match to real-world expectations.\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, slow, sideways tracking shot glides silently across the crystal-clear deep blue waters. Sunlight filters down from the surface, casting a mesmerizing, ever-shifting network of caustic patterns across the seafloor. A massive great white shark lies motionless on the pristine, white, sandy seafloor, its massive body casting a long, soft shadow. As the camera drifts over its head, surreal details are breathtaking: its unblinking black eyes bereft of ancient wisdom, its mouth slightly open, revealing the edges of jagged teeth. The camera's steady movement captures the rough, sandpaper-like texture of its gray dorsal skin, faintly scarred and subtly freckled, telling the story of a life of predation, contrasting starkly with its pristine white underbelly. The only movement is the slow, rhythmic, and powerful pulsation of its five enormous gill slits, which open and close in a deliberate, life-sustaining rhythm. The camera continues its slow progress along the creature's flank, past its massive pectoral fins and towering dorsal fin, emphasizing its immense scale and creating an atmosphere of quiet majesty and immense, dormant power.",
+ "seed": 28535,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_8/index_6057_seed_28535_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.5,
+ "video_score2_ta": 2.75,
+ "video_score2_mq": 3.328125,
+ "video_score2_overall": 9.5625,
+ "avg": 9.578125,
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+ "question": "low-angle, slow, sideways tracking shot glides silently across the crystal-clear deep blue waters. Sunlight filters down from the surface, casting a mesmerizing, ever-shifting network of caustic patterns across the seafloor. A massive great white shark lies motionless on the pristine, white, sandy seafloor, its massive body casting a long, soft shadow. As the camera drifts over its head, surreal details are breathtaking: its unblinking black eyes bereft of ancient wisdom, its mouth slightly open, revealing the edges of jagged teeth. The camera's steady movement captures the rough, sandpaper-like texture of its gray dorsal skin, faintly scarred and subtly freckled, telling the story of a life of predation, contrasting starkly with its pristine white underbelly. The only movement is the slow, rhythmic, and powerful pulsation of its five enormous gill slits, which open and close in a deliberate, life-sustaining rhythm. The camera continues its slow progress along the creature's flank, past its massive pectoral fins and towering dorsal fin, emphasizing its immense scale and creating an atmosphere of quiet majesty and immense, dormant power.",
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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 low-angle, slow, sideways tracking shot of a massive great white shark lying motionless on a pristine sandy seafloor, with sunlight filtering down and caustic patterns, while the camera glides over its head to reveal intricate details like unblinking eyes, open mouth with jagged teeth, textured skin, and the subtle contrast between the gray back and white belly. The scene should emphasize the shark's immense scale and create an atmosphere of quiet majesty.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the shark remains clearly visible against a blue water backdrop with a sandy bottom. Lighting and color balance are generally consistent, and there are no obvious distortions or artifacts. However, the sequence feels relatively static with limited camera movement, resulting in a moderate level of visual dynamism rather than a highly dynamic or cinematic feel.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes several key elements such as a large shark, underwater setting, and a light-colored underside, but it does not fully realize the described dynamic camera work (low-angle, sideways tracking) nor the detailed close-ups of the eyes, mouth, and skin textures. Caustic lighting effects are not prominently present, and the overall motion remains restrained. Overall, the alignment is moderate.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and shading that support a believable marine environment. While the depiction is scientifically reasonable, it lacks the nuanced, vivid details suggested by the prompt, resulting in a moderate level of common-sense consistency.\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": 3.5,
+ "TA": 2.75,
+ "MQ": 3.328125,
+ "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 low-angle, slow, sideways tracking shot of a massive great white shark lying motionless on a pristine sandy seafloor, with sunlight filtering down and caustic patterns, while the camera glides over its head to reveal intricate details like unblinking eyes, open mouth with jagged teeth, textured skin, and the subtle contrast between the gray back and white belly. The scene should emphasize the shark's immense scale and create an atmosphere of quiet majesty.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the shark remains clearly visible against a blue water backdrop with a sandy bottom. Lighting and color balance are generally consistent, and there are no obvious distortions or artifacts. However, the sequence feels relatively static with limited camera movement, resulting in a moderate level of visual dynamism rather than a highly dynamic or cinematic feel.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes several key elements such as a large shark, underwater setting, and a light-colored underside, but it does not fully realize the described dynamic camera work (low-angle, sideways tracking) nor the detailed close-ups of the eyes, mouth, and skin textures. Caustic lighting effects are not prominently present, and the overall motion remains restrained. Overall, the alignment is moderate.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible underwater physics and anatomy, with coherent lighting and shading that support a believable marine environment. While the depiction is scientifically reasonable, it lacks the nuanced, vivid details suggested by the prompt, resulting in a moderate level of common-sense consistency.\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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_9/index_tensor([7067, 7067])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_9/index_tensor([7067, 7067])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9495b8afe986f40d54ac6874bc1261dc905b3c14
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_9/index_tensor([7067, 7067])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "This stunning, surreal extreme wide shot, rendered in the stunning Unreal Engine style, captures the vast Arctic landscape, the camera held nearly still yet trembling in sync with the violent tremors sweeping across the Earth. A low, golden sun hangs near the horizon, casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts sharply with the frigid surroundings. In the distant background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, their slopes collapsing in thunderous plumes of shifting snow and ice debris. In the foreground, the catastrophe is imminent and visceral: a vast glacial ice cap cracks under the pressure, deep blue spiderwebs of cracks rapidly tearing through its pristine white surface. The entire event unfolds at a fluid high frame rate, capturing in pristine, fluid clarity how each fissure throws a column of exploding ice into the air, sparkling like diamonds in the low light, while vast expanses of ice tumble and grind, revealing the glacier's sapphire depths. The atmosphere is one of terrifying, sublime beauty, an earth-shattering event rendered in stunning, lifelike detail.",
+ "seed": 117,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_9/index_7067_seed_117_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": 2.890625,
+ "video_score2_ta": 2.234375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.1875,
+ "avg": 8.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This stunning, surreal extreme wide shot, rendered in the stunning Unreal Engine style, captures the vast Arctic landscape, the camera held nearly still yet trembling in sync with the violent tremors sweeping across the Earth. A low, golden sun hangs near the horizon, casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts sharply with the frigid surroundings. In the distant background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, their slopes collapsing in thunderous plumes of shifting snow and ice debris. In the foreground, the catastrophe is imminent and visceral: a vast glacial ice cap cracks under the pressure, deep blue spiderwebs of cracks rapidly tearing through its pristine white surface. The entire event unfolds at a fluid high frame rate, capturing in pristine, fluid clarity how each fissure throws a column of exploding ice into the air, sparkling like diamonds in the low light, while vast expanses of ice tumble and grind, revealing the glacier's sapphire depths. The atmosphere is one of terrifying, sublime beauty, an earth-shattering event rendered in stunning, lifelike detail.",
+ "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 stunning, surreal extreme wide shot rendered in Unreal Engine style, capturing a vast Arctic landscape with a nearly still yet trembling camera. It envisions a low, golden sun near the horizon casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts with the frigid surroundings. In the background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, with snow and ice debris collapsing in thunderous plumes. The foreground should show a vast glacial ice cap cracking under pressure, with deep blue spiderweb-like cracks rapidly tearing through its pristine white surface, culminating in a high-frame-rate, fluid, lifelike depiction of ice explosions and dynamic movement.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate, and the color palette remains consistent with a warm sky and cool ice tones. There is some atmospheric haze and particle effects that contribute to realism, and lighting remains stable. However, fine textures and distant features lack sharpness, and the overall crispness is moderate rather than pristine. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt — an Arctic setting, a low-hanging sun, and visible ice formations — and conveys a cold, dramatic mood. Yet it does not fully realize the described dynamic sequence: there is no evident progression of cracks, no visible ice explosions, and no active debris. The alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible Arctic physics and atmosphere, with consistent lighting and believable snow/ice behavior. The absence of the expected dynamic events reduces the perceived realism of the intended transformation, but the environmental interactions shown remain coherent. Overall, Physical/Common-sense Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 2.234375,
+ "MQ": 3.046875,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a stunning, surreal extreme wide shot rendered in Unreal Engine style, capturing a vast Arctic landscape with a nearly still yet trembling camera. It envisions a low, golden sun near the horizon casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts with the frigid surroundings. In the background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, with snow and ice debris collapsing in thunderous plumes. The foreground should show a vast glacial ice cap cracking under pressure, with deep blue spiderweb-like cracks rapidly tearing through its pristine white surface, culminating in a high-frame-rate, fluid, lifelike depiction of ice explosions and dynamic movement.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is adequate, and the color palette remains consistent with a warm sky and cool ice tones. There is some atmospheric haze and particle effects that contribute to realism, and lighting remains stable. However, fine textures and distant features lack sharpness, and the overall crispness is moderate rather than pristine. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt — an Arctic setting, a low-hanging sun, and visible ice formations — and conveys a cold, dramatic mood. Yet it does not fully realize the described dynamic sequence: there is no evident progression of cracks, no visible ice explosions, and no active debris. The alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible Arctic physics and atmosphere, with consistent lighting and believable snow/ice behavior. The absence of the expected dynamic events reduces the perceived realism of the intended transformation, but the environmental interactions shown remain coherent. Overall, Physical/Common-sense Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This stunning, surreal extreme wide shot, rendered in the stunning Unreal Engine style, captures the vast Arctic landscape, the camera held nearly still yet trembling in sync with the violent tremors sweeping across the Earth. A low, golden sun hangs near the horizon, casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts sharply with the frigid surroundings. In the distant background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, their slopes collapsing in thunderous plumes of shifting snow and ice debris. In the foreground, the catastrophe is imminent and visceral: a vast glacial ice cap cracks under the pressure, deep blue spiderwebs of cracks rapidly tearing through its pristine white surface. The entire event unfolds at a fluid high frame rate, capturing in pristine, fluid clarity how each fissure throws a column of exploding ice into the air, sparkling like diamonds in the low light, while vast expanses of ice tumble and grind, revealing the glacier's sapphire depths. The atmosphere is one of terrifying, sublime beauty, an earth-shattering event rendered in stunning, lifelike detail.",
+ "seed": 118,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_9/index_7067_seed_118_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This stunning, surreal extreme wide shot, rendered in the stunning Unreal Engine style, captures the vast Arctic landscape, the camera held nearly still yet trembling in sync with the violent tremors sweeping across the Earth. A low, golden sun hangs near the horizon, casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts sharply with the frigid surroundings. In the distant background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, their slopes collapsing in thunderous plumes of shifting snow and ice debris. In the foreground, the catastrophe is imminent and visceral: a vast glacial ice cap cracks under the pressure, deep blue spiderwebs of cracks rapidly tearing through its pristine white surface. The entire event unfolds at a fluid high frame rate, capturing in pristine, fluid clarity how each fissure throws a column of exploding ice into the air, sparkling like diamonds in the low light, while vast expanses of ice tumble and grind, revealing the glacier's sapphire depths. The atmosphere is one of terrifying, sublime beauty, an earth-shattering event rendered in stunning, lifelike detail.",
+ "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 dramatic Arctic landscape with a low, golden sun, massive jagged mountains with ice caps, and a sequence of catastrophic events including ice cracking, massive plumes, and dynamic movement. The video presents some elements of this concept but does not fully realize the described intensity or scale.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of ice formations and atmospheric lighting, with warm tones and plausible textures. There are no obvious major artifacts, and transitions between frames are smooth. However, the imagery lacks the high-fidelity, ultra-detailed rendering implied by the prompt, and the overall polish is average rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes an Arctic setting, a low sun, and distant ice features, which aligns with parts of the description. However, key elements such as widespread, dynamic ice cracking, large-scale plumes, and the sense of an imminent, fluidly unfolding catastrophe are not convincingly realized. The result reflects a partial match to the intended dramatic scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, texture, and material behavior, with coherent atmospheric effects. Yet the depicted dynamics do not fully conform to the described extreme geological processes; the motion and scale feel restrained rather than truly catastrophic, though there are no glaring physical contradictions.\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": 2.96875,
+ "TA": 2.359375,
+ "MQ": 2.9375,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic Arctic landscape with a low, golden sun, massive jagged mountains with ice caps, and a sequence of catastrophic events including ice cracking, massive plumes, and dynamic movement. The video presents some elements of this concept but does not fully realize the described intensity or scale.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of ice formations and atmospheric lighting, with warm tones and plausible textures. There are no obvious major artifacts, and transitions between frames are smooth. However, the imagery lacks the high-fidelity, ultra-detailed rendering implied by the prompt, and the overall polish is average rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes an Arctic setting, a low sun, and distant ice features, which aligns with parts of the description. However, key elements such as widespread, dynamic ice cracking, large-scale plumes, and the sense of an imminent, fluidly unfolding catastrophe are not convincingly realized. The result reflects a partial match to the intended dramatic scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, texture, and material behavior, with coherent atmospheric effects. Yet the depicted dynamics do not fully conform to the described extreme geological processes; the motion and scale feel restrained rather than truly catastrophic, though there are no glaring physical contradictions.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This stunning, surreal extreme wide shot, rendered in the stunning Unreal Engine style, captures the vast Arctic landscape, the camera held nearly still yet trembling in sync with the violent tremors sweeping across the Earth. A low, golden sun hangs near the horizon, casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts sharply with the frigid surroundings. In the distant background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, their slopes collapsing in thunderous plumes of shifting snow and ice debris. In the foreground, the catastrophe is imminent and visceral: a vast glacial ice cap cracks under the pressure, deep blue spiderwebs of cracks rapidly tearing through its pristine white surface. The entire event unfolds at a fluid high frame rate, capturing in pristine, fluid clarity how each fissure throws a column of exploding ice into the air, sparkling like diamonds in the low light, while vast expanses of ice tumble and grind, revealing the glacier's sapphire depths. The atmosphere is one of terrifying, sublime beauty, an earth-shattering event rendered in stunning, lifelike detail.",
+ "seed": 119,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_9/index_7067_seed_119_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": 2.6875,
+ "video_score2_ta": 2.578125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
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+ "question": "This stunning, surreal extreme wide shot, rendered in the stunning Unreal Engine style, captures the vast Arctic landscape, the camera held nearly still yet trembling in sync with the violent tremors sweeping across the Earth. A low, golden sun hangs near the horizon, casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts sharply with the frigid surroundings. In the distant background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, their slopes collapsing in thunderous plumes of shifting snow and ice debris. In the foreground, the catastrophe is imminent and visceral: a vast glacial ice cap cracks under the pressure, deep blue spiderwebs of cracks rapidly tearing through its pristine white surface. The entire event unfolds at a fluid high frame rate, capturing in pristine, fluid clarity how each fissure throws a column of exploding ice into the air, sparkling like diamonds in the low light, while vast expanses of ice tumble and grind, revealing the glacier's sapphire depths. The atmosphere is one of terrifying, sublime beauty, an earth-shattering event rendered in stunning, lifelike detail.",
+ "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 stunning, surreal extreme wide shot rendered in Unreal Engine style, capturing a vast Arctic landscape with a nearly still yet trembling camera. It envisions a low, warm sun near the horizon casting long shadows, followed by massive ice formations and dramatic glacial activity including cracks, explosions, and flowing ice. The sequence aims for high frame rate, pristine clarity, and a vivid contrast between warm lighting and cold surroundings.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant regions. The color palette remains consistent with warm tones and cool blues, and there are no major distortions or artifacts. The sequence appears stable with smooth transitions, though fine details are not crisply resolved. The result aligns with a stylized rendering rather than photorealism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents an Arctic setting with ice formations and visible cracks, and a low sun-like glow. However, key elements such as the extreme wide framing, the described dynamic camera movement, and the high-energy, fluid high-frame-rate dynamics are not fully realized. The overall mood and dramatic intensity are present but not fully captured, yielding a partial match to the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The depicted ice behavior and crack patterns follow plausible glacial physics, and the lighting remains coherent with the scene. There are no obvious violations of physical principles, though the depiction does not push toward highly dynamic or extreme realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 2.578125,
+ "MQ": 3.0,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning, surreal extreme wide shot rendered in Unreal Engine style, capturing a vast Arctic landscape with a nearly still yet trembling camera. It envisions a low, warm sun near the horizon casting long shadows, followed by massive ice formations and dramatic glacial activity including cracks, explosions, and flowing ice. The sequence aims for high frame rate, pristine clarity, and a vivid contrast between warm lighting and cold surroundings.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant regions. The color palette remains consistent with warm tones and cool blues, and there are no major distortions or artifacts. The sequence appears stable with smooth transitions, though fine details are not crisply resolved. The result aligns with a stylized rendering rather than photorealism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents an Arctic setting with ice formations and visible cracks, and a low sun-like glow. However, key elements such as the extreme wide framing, the described dynamic camera movement, and the high-energy, fluid high-frame-rate dynamics are not fully realized. The overall mood and dramatic intensity are present but not fully captured, yielding a partial match to the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The depicted ice behavior and crack patterns follow plausible glacial physics, and the lighting remains coherent with the scene. There are no obvious violations of physical principles, though the depiction does not push toward highly dynamic or extreme realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This stunning, surreal extreme wide shot, rendered in the stunning Unreal Engine style, captures the vast Arctic landscape, the camera held nearly still yet trembling in sync with the violent tremors sweeping across the Earth. A low, golden sun hangs near the horizon, casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts sharply with the frigid surroundings. In the distant background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, their slopes collapsing in thunderous plumes of shifting snow and ice debris. In the foreground, the catastrophe is imminent and visceral: a vast glacial ice cap cracks under the pressure, deep blue spiderwebs of cracks rapidly tearing through its pristine white surface. The entire event unfolds at a fluid high frame rate, capturing in pristine, fluid clarity how each fissure throws a column of exploding ice into the air, sparkling like diamonds in the low light, while vast expanses of ice tumble and grind, revealing the glacier's sapphire depths. The atmosphere is one of terrifying, sublime beauty, an earth-shattering event rendered in stunning, lifelike detail.",
+ "seed": 120,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000206/group_9/index_7067_seed_120_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": 3.3125,
+ "video_score2_ta": 2.328125,
+ "video_score2_mq": 3.78125,
+ "video_score2_overall": 9.375,
+ "avg": 9.421875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This stunning, surreal extreme wide shot, rendered in the stunning Unreal Engine style, captures the vast Arctic landscape, the camera held nearly still yet trembling in sync with the violent tremors sweeping across the Earth. A low, golden sun hangs near the horizon, casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts sharply with the frigid surroundings. In the distant background, massive, jagged mountains capped by thick, ancient ice begin to experience massive avalanches, their slopes collapsing in thunderous plumes of shifting snow and ice debris. In the foreground, the catastrophe is imminent and visceral: a vast glacial ice cap cracks under the pressure, deep blue spiderwebs of cracks rapidly tearing through its pristine white surface. The entire event unfolds at a fluid high frame rate, capturing in pristine, fluid clarity how each fissure throws a column of exploding ice into the air, sparkling like diamonds in the low light, while vast expanses of ice tumble and grind, revealing the glacier's sapphire depths. The atmosphere is one of terrifying, sublime beauty, an earth-shattering event rendered in stunning, lifelike detail.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning, surreal extreme wide shot rendered in Unreal Engine style, capturing a vast Arctic landscape with a nearly still yet trembling camera. It envisions a low, golden sun near the horizon casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts with the frigid surroundings. In the distance, massive jagged mountains with thick ancient ice begin to experience massive avalanches, with the foreground showing a glacial ice cap cracking under pressure, deep blue spiderweb cracks, and ice columns exploding into the air. The overall mood is one of terrifying, sublime beauty, rendered with pristine, fluid clarity.\n\nVisual Quality Assessment:\nThe frames show solid visual quality with clear rendering and a cohesive color palette dominated by whites, blues, and warm sunset tones. The lighting and atmospheric effects contribute to a cinematic look, and the composition remains stable across frames. However, there are minor imperfections such as occasional subtle texture softness and rare compression artifacts that prevent a perfect top-tier score. Overall, the visuals are strong but not flawless, aligning with a Visual Quality rating around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the Arctic setting, the low sun, and the general mood. However, the most dynamic aspects described in the prompt — the massive avalanches, the dramatic cracking of the ice cap, and the explosive ice columns — are not clearly realized in the frames. The result is a moderate alignment: the scene conveys the intended atmosphere and environment, but the central kinetic events are underrepresented. This corresponds to a Text-to-Video Alignment rating around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: ice formations, snow dynamics, and lighting interactions follow expected Arctic physics, and the environmental interactions feel coherent. The absence of the more extreme kinetic phenomena does not introduce obvious physical contradictions; it simply reduces the intensity of the depicted transformation. Overall, physical consistency is solid, supporting a rating around 4.\n\nGround-truth scores (for reference): 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": 3.3125,
+ "TA": 2.328125,
+ "MQ": 3.78125,
+ "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 stunning, surreal extreme wide shot rendered in Unreal Engine style, capturing a vast Arctic landscape with a nearly still yet trembling camera. It envisions a low, golden sun near the horizon casting long, dramatic shadows and bathing the scene in a warm, ethereal glow that contrasts with the frigid surroundings. In the distance, massive jagged mountains with thick ancient ice begin to experience massive avalanches, with the foreground showing a glacial ice cap cracking under pressure, deep blue spiderweb cracks, and ice columns exploding into the air. The overall mood is one of terrifying, sublime beauty, rendered with pristine, fluid clarity.\n\nVisual Quality Assessment:\nThe frames show solid visual quality with clear rendering and a cohesive color palette dominated by whites, blues, and warm sunset tones. The lighting and atmospheric effects contribute to a cinematic look, and the composition remains stable across frames. However, there are minor imperfections such as occasional subtle texture softness and rare compression artifacts that prevent a perfect top-tier score. Overall, the visuals are strong but not flawless, aligning with a Visual Quality rating around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the Arctic setting, the low sun, and the general mood. However, the most dynamic aspects described in the prompt — the massive avalanches, the dramatic cracking of the ice cap, and the explosive ice columns — are not clearly realized in the frames. The result is a moderate alignment: the scene conveys the intended atmosphere and environment, but the central kinetic events are underrepresented. This corresponds to a Text-to-Video Alignment rating around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: ice formations, snow dynamics, and lighting interactions follow expected Arctic physics, and the environmental interactions feel coherent. The absence of the more extreme kinetic phenomena does not introduce obvious physical contradictions; it simply reduces the intensity of the depicted transformation. Overall, physical consistency is solid, supporting a rating around 4.\n\nGround-truth scores (for reference): Visual Quality 4, Text-to-Video Alignment 3, Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_0/index_tensor([2027, 2027])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_0/index_tensor([2027, 2027])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f1b1bb5daccacfeed32092c757849a6e5ecd342
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_0/index_tensor([2027, 2027])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, wide-angle shot, zooming in at an almost imperceptible pace, captures a solitary, androgynous figure writhing against the damp, dark earth of a vast wheat field. The sky above is a turbulent, brooding canvas of dark gray and bruised purple clouds, allowing only a wisp of cold, feeble light to filter through, casting the scene in a desaturated, oppressive gloom. The figure, dressed in simple, earthy, tattered linen clothing stained with dirt, contorts their body in a silent, desperate struggle. Their backs arch spasmodically, lifting their torsos from the ground, their fingers digging painfully into the soil and broken golden stalks. Their matted black hair clings to their pale, sweating faces, a mask of pure agony, their jaws clenched and their eyes squeezed shut. The camera's slow zoom in intensifies their isolation and the futility of their struggle, their bodies twisting and struggling futilely against the vast, indifferent landscape, creating an atmosphere of intense tension and desolation.",
+ "seed": 2605,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_0/index_2027_seed_2605_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": 2.296875,
+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.1875,
+ "avg": 9.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot, zooming in at an almost imperceptible pace, captures a solitary, androgynous figure writhing against the damp, dark earth of a vast wheat field. The sky above is a turbulent, brooding canvas of dark gray and bruised purple clouds, allowing only a wisp of cold, feeble light to filter through, casting the scene in a desaturated, oppressive gloom. The figure, dressed in simple, earthy, tattered linen clothing stained with dirt, contorts their body in a silent, desperate struggle. Their backs arch spasmodically, lifting their torsos from the ground, their fingers digging painfully into the soil and broken golden stalks. Their matted black hair clings to their pale, sweating faces, a mask of pure agony, their jaws clenched and their eyes squeezed shut. The camera's slow zoom in intensifies their isolation and the futility of their struggle, their bodies twisting and struggling futilely against the vast, indifferent landscape, creating an atmosphere of intense tension and desolation.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot with a gradual zoom toward a solitary, androgynous figure in a vast wheat field under a turbulent sky. The scene should feature a desaturated, oppressive mood, with the figure wearing simple, earthy, tattered clothing and contorting in a silent, desperate struggle against damp, dark earth and broken stalks. The camera movement and composition are intended to intensify isolation and the futility of the struggle, culminating in a tense, desolate atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially around edges and fine details. There are occasional compression artifacts and mild color desaturation that contribute to a washed-out look. Lighting remains fairly consistent across shots, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cohesive visual style, though sharpness and fine detail could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle perspective, a wide field setting, and a gradual zoom-in toward a solitary figure. The figure appears androgynous and is shown in a struggle against the damp earth within a vast wheat-field context. The sky features brooding, dark tones with hints of light filtering through, aligning with the described atmosphere. Clothing reads as simple and earth-toned, and the body language conveys distress. Some minor deviations exist in exact pose timing and environmental specifics, but they do not significantly detract from the core alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with believable interactions between the figure and the ground and plausible lighting behavior. However, there are subtle inconsistencies in motion dynamics and environmental interaction that prevent a higher level of realism; these do not break immersion but reduce perfect 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": 2.296875,
+ "TA": 3.859375,
+ "MQ": 3.015625,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot with a gradual zoom toward a solitary, androgynous figure in a vast wheat field under a turbulent sky. The scene should feature a desaturated, oppressive mood, with the figure wearing simple, earthy, tattered clothing and contorting in a silent, desperate struggle against damp, dark earth and broken stalks. The camera movement and composition are intended to intensify isolation and the futility of the struggle, culminating in a tense, desolate atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially around edges and fine details. There are occasional compression artifacts and mild color desaturation that contribute to a washed-out look. Lighting remains fairly consistent across shots, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a cohesive visual style, though sharpness and fine detail could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle perspective, a wide field setting, and a gradual zoom-in toward a solitary figure. The figure appears androgynous and is shown in a struggle against the damp earth within a vast wheat-field context. The sky features brooding, dark tones with hints of light filtering through, aligning with the described atmosphere. Clothing reads as simple and earth-toned, and the body language conveys distress. Some minor deviations exist in exact pose timing and environmental specifics, but they do not significantly detract from the core alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with believable interactions between the figure and the ground and plausible lighting behavior. However, there are subtle inconsistencies in motion dynamics and environmental interaction that prevent a higher level of realism; these do not break immersion but reduce perfect coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, wide-angle shot, zooming in at an almost imperceptible pace, captures a solitary, androgynous figure writhing against the damp, dark earth of a vast wheat field. The sky above is a turbulent, brooding canvas of dark gray and bruised purple clouds, allowing only a wisp of cold, feeble light to filter through, casting the scene in a desaturated, oppressive gloom. The figure, dressed in simple, earthy, tattered linen clothing stained with dirt, contorts their body in a silent, desperate struggle. Their backs arch spasmodically, lifting their torsos from the ground, their fingers digging painfully into the soil and broken golden stalks. Their matted black hair clings to their pale, sweating faces, a mask of pure agony, their jaws clenched and their eyes squeezed shut. The camera's slow zoom in intensifies their isolation and the futility of their struggle, their bodies twisting and struggling futilely against the vast, indifferent landscape, creating an atmosphere of intense tension and desolation.",
+ "seed": 2606,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_0/index_2027_seed_2606_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": 3.3125,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, wide-angle shot, zooming in at an almost imperceptible pace, captures a solitary, androgynous figure writhing against the damp, dark earth of a vast wheat field. The sky above is a turbulent, brooding canvas of dark gray and bruised purple clouds, allowing only a wisp of cold, feeble light to filter through, casting the scene in a desaturated, oppressive gloom. The figure, dressed in simple, earthy, tattered linen clothing stained with dirt, contorts their body in a silent, desperate struggle. Their backs arch spasmodically, lifting their torsos from the ground, their fingers digging painfully into the soil and broken golden stalks. Their matted black hair clings to their pale, sweating faces, a mask of pure agony, their jaws clenched and their eyes squeezed shut. The camera's slow zoom in intensifies their isolation and the futility of their struggle, their bodies twisting and struggling futilely against the vast, indifferent landscape, creating an atmosphere of intense tension and desolation.",
+ "token_credit_reward": 9.8125,
+ "selected_reward": 9.8125,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot featuring a solitary, androgynous figure writhing against damp, dark earth within a vast wheat field. The sky is turbulent with dark gray and bruised purple clouds, and only a faint, cold light filters through, casting a desaturated, oppressive mood. The figure wears simple, earthy, tattered clothing stained with dirt and contorts in a silent, desperate struggle, with backs arching, fingers digging into the soil and broken stalks, and matted black hair clinging to a pale, sweating face in a mask of pure agony. The camera's slow zoom intensifies isolation and the futility of the struggle, set against a vast, indifferent landscape to create an atmosphere of intense tension and desolation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a higher rating. The color grading and desaturation align with the intended mood, and lighting remains consistent across shots. No major distortions or abrupt frame-to-frame 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 captures the core elements: a solitary figure in a vast wheat-field setting, a low-angle perspective, and a desaturated palette with a brooding sky. The figure’s posture and interaction with the ground reflect the described struggle, and the environment conveys isolation and despair. Some nuanced emotional cues and specific actions are present but not perfectly matched in every moment, resulting in a solid but not flawless alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interactions, with believable ground contact and lighting. However, a few moments exhibit slight exaggeration in motion or texture detail, which prevents a higher score. Overall, the scene remains coherent and physically plausible.\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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+ "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 low-angle, wide-angle shot featuring a solitary, androgynous figure writhing against damp, dark earth within a vast wheat field. The sky is turbulent with dark gray and bruised purple clouds, and only a faint, cold light filters through, casting a desaturated, oppressive mood. The figure wears simple, earthy, tattered clothing stained with dirt and contorts in a silent, desperate struggle, with backs arching, fingers digging into the soil and broken stalks, and matted black hair clinging to a pale, sweating face in a mask of pure agony. The camera's slow zoom intensifies isolation and the futility of the struggle, set against a vast, indifferent landscape to create an atmosphere of intense tension and desolation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a higher rating. The color grading and desaturation align with the intended mood, and lighting remains consistent across shots. No major distortions or abrupt frame-to-frame 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 captures the core elements: a solitary figure in a vast wheat-field setting, a low-angle perspective, and a desaturated palette with a brooding sky. The figure’s posture and interaction with the ground reflect the described struggle, and the environment conveys isolation and despair. Some nuanced emotional cues and specific actions are present but not perfectly matched in every moment, resulting in a solid but not flawless alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interactions, with believable ground contact and lighting. However, a few moments exhibit slight exaggeration in motion or texture detail, which prevents a higher score. Overall, the scene remains coherent and physically plausible.\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": 2607,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_0/index_2027_seed_2607_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.75,
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+ "video_score2_overall": 9.875,
+ "avg": 9.875,
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+ "question": "low-angle, wide-angle shot, zooming in at an almost imperceptible pace, captures a solitary, androgynous figure writhing against the damp, dark earth of a vast wheat field. The sky above is a turbulent, brooding canvas of dark gray and bruised purple clouds, allowing only a wisp of cold, feeble light to filter through, casting the scene in a desaturated, oppressive gloom. The figure, dressed in simple, earthy, tattered linen clothing stained with dirt, contorts their body in a silent, desperate struggle. Their backs arch spasmodically, lifting their torsos from the ground, their fingers digging painfully into the soil and broken golden stalks. Their matted black hair clings to their pale, sweating faces, a mask of pure agony, their jaws clenched and their eyes squeezed shut. The camera's slow zoom in intensifies their isolation and the futility of their struggle, their bodies twisting and struggling futilely against the vast, indifferent landscape, creating an atmosphere of intense tension and desolation.",
+ "token_credit_reward": 9.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot with a gradual zoom toward a solitary, androgynous figure in a vast wheat field under a turbulent sky. The scene should feature damp, dark earth, a desaturated palette, and a sense of isolation and despair as the figure struggles against the landscape.\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 like the wheat field and sky. There are no major distortions or artifacts, and lighting remains consistent across frames. The sequence appears stable with minimal jitter, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a low-angle perspective, a wide framing, and a gradual zoom toward a solitary figure in a wheat-field setting with a turbulent sky and desaturated tones. The figure’s posture and expression convey distress, and the environment matches the described mood. Minor deviations exist in fine-grained details such as exact clothing texture or precise facial features, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with believable interactions between the figure and the ground and coherent lighting. However, there are subtle inconsistencies in motion dynamics and environmental interaction that prevent a higher score; overall, the depiction remains plausible 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": 3.078125,
+ "TA": 3.75,
+ "MQ": 3.046875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot with a gradual zoom toward a solitary, androgynous figure in a vast wheat field under a turbulent sky. The scene should feature damp, dark earth, a desaturated palette, and a sense of isolation and despair as the figure struggles against the landscape.\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 like the wheat field and sky. There are no major distortions or artifacts, and lighting remains consistent across frames. The sequence appears stable with minimal jitter, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a low-angle perspective, a wide framing, and a gradual zoom toward a solitary figure in a wheat-field setting with a turbulent sky and desaturated tones. The figure’s posture and expression convey distress, and the environment matches the described mood. Minor deviations exist in fine-grained details such as exact clothing texture or precise facial features, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and anatomy, with believable interactions between the figure and the ground and coherent lighting. However, there are subtle inconsistencies in motion dynamics and environmental interaction that prevent a higher score; overall, the depiction remains plausible without major violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot with a zooming-in effect, featuring a solitary, androgynous figure writhing against damp, dark earth within a vast wheat field. The sky shows dark gray and bruised purple clouds with a wisp of cold light filtering through, producing a desaturated, oppressive mood. The figure wears simple, earthy, tattered clothing stained with dirt and contorts in a silent, desperate struggle, with backs arching, hands digging into the soil and broken stalks, and matted black hair clinging to a pale face. The camera's slow zoom intensifies isolation and the futility of the struggle, set against a vast, indifferent landscape to convey intense tension and desolation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable softness and some blur that reduce fine detail, particularly in distant elements like the sky and distant wheat. The color grading remains consistent with muted tones and a desaturated palette, and lighting is stable across shots. There are no major distortions or artifacts, and transitions between frames are smooth. In sum, the video presents a coherent visual style with acceptable quality, though not high-fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a solitary figure in a vast wheat-field setting, a low-angle perspective, and a gradual zoom-in. The figure’s posture—writhing, arching back, hands digging into the soil—matches the described struggle, and the desaturated, oppressive mood is conveyed through color and lighting. Some nuanced details from the prompt (e.g., the exact intensity of the emotional state or the precise timing of the zoom) are present but not perfectly matched, resulting in a solid but not perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the figure interacts with the ground and soil in believable ways, and the environment behaves coherently. However, there are minor inconsistencies in how the hands interact with the soil and in subtle body dynamics during the struggle, which prevent a higher level of realism. Overall, the scene remains coherent and credible, with room for refinement in micro-level interactions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.09375,
+ "TA": 3.71875,
+ "MQ": 3.171875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, wide-angle shot with a zooming-in effect, featuring a solitary, androgynous figure writhing against damp, dark earth within a vast wheat field. The sky shows dark gray and bruised purple clouds with a wisp of cold light filtering through, producing a desaturated, oppressive mood. The figure wears simple, earthy, tattered clothing stained with dirt and contorts in a silent, desperate struggle, with backs arching, hands digging into the soil and broken stalks, and matted black hair clinging to a pale face. The camera's slow zoom intensifies isolation and the futility of the struggle, set against a vast, indifferent landscape to convey intense tension and desolation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable softness and some blur that reduce fine detail, particularly in distant elements like the sky and distant wheat. The color grading remains consistent with muted tones and a desaturated palette, and lighting is stable across shots. There are no major distortions or artifacts, and transitions between frames are smooth. In sum, the video presents a coherent visual style with acceptable quality, though not high-fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a solitary figure in a vast wheat-field setting, a low-angle perspective, and a gradual zoom-in. The figure’s posture—writhing, arching back, hands digging into the soil—matches the described struggle, and the desaturated, oppressive mood is conveyed through color and lighting. Some nuanced details from the prompt (e.g., the exact intensity of the emotional state or the precise timing of the zoom) are present but not perfectly matched, resulting in a solid but not perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the figure interacts with the ground and soil in believable ways, and the environment behaves coherently. However, there are minor inconsistencies in how the hands interact with the soil and in subtle body dynamics during the struggle, which prevent a higher level of realism. Overall, the scene remains coherent and credible, with room for refinement in micro-level interactions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_1/index_tensor([3833, 3833])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_1/index_tensor([3833, 3833])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b4eaa7912666a42c9b15e7a8357d32be90589f9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_1/index_tensor([3833, 3833])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, medium-shot profile captures a young Asian woman immersed in a tranquil moment of artistic creation. Her raven black hair is elegantly tied into a low bun, secured with an antique wooden hairpin, with strands gently falling against her smooth face. She wears an elegant lake-blue silk cheongsam, its high stand-up collar and delicate buttons emphasizing her slender neck. The cheongsam is embroidered with a faint orchid pattern in silver thread. She sits at a large mahogany drawing table, spread with a sheet of pristine white rice paper. Soft sidelight filters in through a paper window, illuminating her focused profile and the painting she's working on. Her right hand, steady and composed, holds a slender wolf-hair brush vertically, her fingers slender yet powerful. With breathless concentration, her wrist suspended lightly, she delicately moves the tip of her brush, coloring a previously outlined koi carp pattern on rice paper. Dipping the brush in vermilion pigment, each stroke is precise, her movements slow and fluid, as if performing a sacred ritual. The painting is meticulously composed, with vibrant colors and a blurred background, revealing only a shelf displaying celadon vases. This creates a sense of intense concentration and a classical aesthetic. The clean lines and meticulous attention to detail perfectly embody the exquisite refinement of Chinese gongbi painting.",
+ "seed": 26844,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_1/index_3833_seed_26844_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.8125,
+ "avg": 9.796875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, medium-shot profile captures a young Asian woman immersed in a tranquil moment of artistic creation. Her raven black hair is elegantly tied into a low bun, secured with an antique wooden hairpin, with strands gently falling against her smooth face. She wears an elegant lake-blue silk cheongsam, its high stand-up collar and delicate buttons emphasizing her slender neck. The cheongsam is embroidered with a faint orchid pattern in silver thread. She sits at a large mahogany drawing table, spread with a sheet of pristine white rice paper. Soft sidelight filters in through a paper window, illuminating her focused profile and the painting she's working on. Her right hand, steady and composed, holds a slender wolf-hair brush vertically, her fingers slender yet powerful. With breathless concentration, her wrist suspended lightly, she delicately moves the tip of her brush, coloring a previously outlined koi carp pattern on rice paper. Dipping the brush in vermilion pigment, each stroke is precise, her movements slow and fluid, as if performing a sacred ritual. The painting is meticulously composed, with vibrant colors and a blurred background, revealing only a shelf displaying celadon vases. This creates a sense of intense concentration and a classical aesthetic. The clean lines and meticulous attention to detail perfectly embody the exquisite refinement of Chinese gongbi painting.",
+ "token_credit_reward": 9.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot profile of a young Asian woman engaged in traditional Chinese gongbi painting. It specifies a raven-black hair tied into a low bun with an antique wooden hairpin, a lake-blue silk cheongsam with a high collar and delicate buttons, and an orchid-pattern embroidery in silver thread. The scene should show a large mahogany drawing table with a sheet of pristine white rice paper, soft side light filtering through a paper window, a slender wolf-hair brush held vertically, and a focus on a koi carp motif being painted with precise, deliberate strokes. The overall mood is one of intense concentration and classical aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains soft and natural, with a believable depth of field that keeps the subject in focus while the background remains pleasantly blurred. There are no obvious distortions or artifacts, and color grading supports a warm, atmospheric look. However, the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a young Asian woman, a seated posture, a medium-shot profile, and the presence of a drawing table with white rice paper and a brush. Some details diverge: the hair appears tied back but not clearly into a low bun with a visible hairpin, and the described intricate embroidery pattern is not clearly discernible. The brush grip and the exact painting action are plausible but not consistently demonstrated across frames. While the scene conveys a calm, artistic atmosphere, the alignment is moderate rather than exact. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene presents a coherent, physically plausible setup: a person seated at a table with appropriate tools and materials, natural lighting, and a believable interaction with the brush and paper. Minor deviations exist in hair styling and the visibility of fine embroidery details, but these do not undermine overall plausibility. The depiction remains consistent with common-sense expectations for a traditional painting activity. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 3.59375,
+ "MQ": 3.078125,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot profile of a young Asian woman engaged in traditional Chinese gongbi painting. It specifies a raven-black hair tied into a low bun with an antique wooden hairpin, a lake-blue silk cheongsam with a high collar and delicate buttons, and an orchid-pattern embroidery in silver thread. The scene should show a large mahogany drawing table with a sheet of pristine white rice paper, soft side light filtering through a paper window, a slender wolf-hair brush held vertically, and a focus on a koi carp motif being painted with precise, deliberate strokes. The overall mood is one of intense concentration and classical aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains soft and natural, with a believable depth of field that keeps the subject in focus while the background remains pleasantly blurred. There are no obvious distortions or artifacts, and color grading supports a warm, atmospheric look. However, the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a young Asian woman, a seated posture, a medium-shot profile, and the presence of a drawing table with white rice paper and a brush. Some details diverge: the hair appears tied back but not clearly into a low bun with a visible hairpin, and the described intricate embroidery pattern is not clearly discernible. The brush grip and the exact painting action are plausible but not consistently demonstrated across frames. While the scene conveys a calm, artistic atmosphere, the alignment is moderate rather than exact. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene presents a coherent, physically plausible setup: a person seated at a table with appropriate tools and materials, natural lighting, and a believable interaction with the brush and paper. Minor deviations exist in hair styling and the visibility of fine embroidery details, but these do not undermine overall plausibility. The depiction remains consistent with common-sense expectations for a traditional painting activity. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, medium-shot profile captures a young Asian woman immersed in a tranquil moment of artistic creation. Her raven black hair is elegantly tied into a low bun, secured with an antique wooden hairpin, with strands gently falling against her smooth face. She wears an elegant lake-blue silk cheongsam, its high stand-up collar and delicate buttons emphasizing her slender neck. The cheongsam is embroidered with a faint orchid pattern in silver thread. She sits at a large mahogany drawing table, spread with a sheet of pristine white rice paper. Soft sidelight filters in through a paper window, illuminating her focused profile and the painting she's working on. Her right hand, steady and composed, holds a slender wolf-hair brush vertically, her fingers slender yet powerful. With breathless concentration, her wrist suspended lightly, she delicately moves the tip of her brush, coloring a previously outlined koi carp pattern on rice paper. Dipping the brush in vermilion pigment, each stroke is precise, her movements slow and fluid, as if performing a sacred ritual. The painting is meticulously composed, with vibrant colors and a blurred background, revealing only a shelf displaying celadon vases. This creates a sense of intense concentration and a classical aesthetic. The clean lines and meticulous attention to detail perfectly embody the exquisite refinement of Chinese gongbi painting.",
+ "seed": 26845,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_1/index_3833_seed_26845_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 3.625,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 9.875,
+ "avg": 9.890625,
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+ "question": "static, medium-shot profile captures a young Asian woman immersed in a tranquil moment of artistic creation. Her raven black hair is elegantly tied into a low bun, secured with an antique wooden hairpin, with strands gently falling against her smooth face. She wears an elegant lake-blue silk cheongsam, its high stand-up collar and delicate buttons emphasizing her slender neck. The cheongsam is embroidered with a faint orchid pattern in silver thread. She sits at a large mahogany drawing table, spread with a sheet of pristine white rice paper. Soft sidelight filters in through a paper window, illuminating her focused profile and the painting she's working on. Her right hand, steady and composed, holds a slender wolf-hair brush vertically, her fingers slender yet powerful. With breathless concentration, her wrist suspended lightly, she delicately moves the tip of her brush, coloring a previously outlined koi carp pattern on rice paper. Dipping the brush in vermilion pigment, each stroke is precise, her movements slow and fluid, as if performing a sacred ritual. The painting is meticulously composed, with vibrant colors and a blurred background, revealing only a shelf displaying celadon vases. This creates a sense of intense concentration and a classical aesthetic. The clean lines and meticulous attention to detail perfectly embody the exquisite refinement of Chinese gongbi painting.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 profile capturing a young Asian woman immersed in artistic creation. It specifies a raven-black hair tied into a low bun with an antique wooden hairpin, a lake-blue silk cheongsam with a high stand-up collar and delicate buttons, and a faint orchid embroidery. The scene should show a large mahogany drawing table with pristine white rice paper, soft side light filtering through a paper window, a steady right hand holding a slender wolf-hair brush, and a focus on a koi carp pattern being painted with precise, deliberate strokes. The overall mood should convey intense concentration and a classical aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains soft and consistent, with a coherent color palette. However, there are occasional minor artifacts and slight softness that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the subject appears as described, with a medium-shot profile, long dark hair in a low bun with an ornate hairpin, and a blue-toned traditional garment with a high collar. The setting includes a drawing table and white rice paper, and the brush is held in a steady manner while working on a pattern. The mood conveys concentration and a classical aesthetic. Some fine-grained details such as exact button visibility or embroidery patterns are not always clearly resolved, but the core elements match well. Overall, Text-to-Video Alignment is strong (score 4).\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible physical interactions: the brush grip, posture, and spatial relationships feel authentic, and lighting supports depth and realism. There are no obvious violations of physics or anatomy. However, given the emphasis on subtle details, a few micro-level cues could be refined for perfect realism. 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": 3.03125,
+ "TA": 3.625,
+ "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 static, medium-shot profile capturing a young Asian woman immersed in artistic creation. It specifies a raven-black hair tied into a low bun with an antique wooden hairpin, a lake-blue silk cheongsam with a high stand-up collar and delicate buttons, and a faint orchid embroidery. The scene should show a large mahogany drawing table with pristine white rice paper, soft side light filtering through a paper window, a steady right hand holding a slender wolf-hair brush, and a focus on a koi carp pattern being painted with precise, deliberate strokes. The overall mood should convey intense concentration and a classical aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains soft and consistent, with a coherent color palette. However, there are occasional minor artifacts and slight softness that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the subject appears as described, with a medium-shot profile, long dark hair in a low bun with an ornate hairpin, and a blue-toned traditional garment with a high collar. The setting includes a drawing table and white rice paper, and the brush is held in a steady manner while working on a pattern. The mood conveys concentration and a classical aesthetic. Some fine-grained details such as exact button visibility or embroidery patterns are not always clearly resolved, but the core elements match well. Overall, Text-to-Video Alignment is strong (score 4).\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible physical interactions: the brush grip, posture, and spatial relationships feel authentic, and lighting supports depth and realism. There are no obvious violations of physics or anatomy. However, given the emphasis on subtle details, a few micro-level cues could be refined for perfect realism. 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"
+ ]
+ },
+ {
+ "prompt": "static, medium-shot profile captures a young Asian woman immersed in a tranquil moment of artistic creation. Her raven black hair is elegantly tied into a low bun, secured with an antique wooden hairpin, with strands gently falling against her smooth face. She wears an elegant lake-blue silk cheongsam, its high stand-up collar and delicate buttons emphasizing her slender neck. The cheongsam is embroidered with a faint orchid pattern in silver thread. She sits at a large mahogany drawing table, spread with a sheet of pristine white rice paper. Soft sidelight filters in through a paper window, illuminating her focused profile and the painting she's working on. Her right hand, steady and composed, holds a slender wolf-hair brush vertically, her fingers slender yet powerful. With breathless concentration, her wrist suspended lightly, she delicately moves the tip of her brush, coloring a previously outlined koi carp pattern on rice paper. Dipping the brush in vermilion pigment, each stroke is precise, her movements slow and fluid, as if performing a sacred ritual. The painting is meticulously composed, with vibrant colors and a blurred background, revealing only a shelf displaying celadon vases. This creates a sense of intense concentration and a classical aesthetic. The clean lines and meticulous attention to detail perfectly embody the exquisite refinement of Chinese gongbi painting.",
+ "seed": 26846,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_1/index_3833_seed_26846_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 9.8125,
+ "avg": 9.796875,
+ "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 static, medium-shot profile of a young Asian woman engaged in traditional Chinese gongbi painting. It specifies a low bun with an antique wooden hairpin, a lake-blue silk cheongsam with a high collar and delicate buttons, and an embroidery motif. The scene should show a large mahogany drawing table with a sheet of pristine white rice paper, soft side light filtering through a paper window, a steady right hand holding a slender wolf-hair brush, and a focus on a koi carp pattern being painted with precise, deliberate strokes. The overall mood is one of intense concentration and classical aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains soft and natural, with a believable depth of field that keeps the subject in focus while the background remains pleasantly blurred. There are no obvious distortions or artifacts, and color grading supports a warm, atmospheric look. However, some frames exhibit mild softness and minor noise, which prevents a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the subject appears as described, with a profile view, long dark hair, and a blue-toned garment with ornate details. The workspace shows a large table and a sheet of paper, and the brush handling and painting activity are present. The hairpin is visible, though its exact material may be hard to confirm. The koi carp motif and the general composition match the intended aesthetic. Some fine-grained details (e.g., exact fabric texture, precise embroidery) are not fully verifiable, but the overall alignment is strong. Therefore, Text-to-Video Alignment is rated 4.\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible physical interactions: the brush is held with controlled grip, the wrist is extended in a believable manner, and the painting action follows expected motions. Lighting and spatial relationships support a coherent depiction of artistic activity. While most elements feel authentic, there are minor inconsistencies in fine-grained hand mechanics and tool handling that prevent a perfect match. 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": 2.90625,
+ "TA": 3.6875,
+ "MQ": 3.203125,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot profile of a young Asian woman engaged in traditional Chinese gongbi painting. It specifies a low bun with an antique wooden hairpin, a lake-blue silk cheongsam with a high collar and delicate buttons, and an embroidery motif. The scene should show a large mahogany drawing table with a sheet of pristine white rice paper, soft side light filtering through a paper window, a steady right hand holding a slender wolf-hair brush, and a focus on a koi carp pattern being painted with precise, deliberate strokes. The overall mood is one of intense concentration and classical aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains soft and natural, with a believable depth of field that keeps the subject in focus while the background remains pleasantly blurred. There are no obvious distortions or artifacts, and color grading supports a warm, atmospheric look. However, some frames exhibit mild softness and minor noise, which prevents a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the subject appears as described, with a profile view, long dark hair, and a blue-toned garment with ornate details. The workspace shows a large table and a sheet of paper, and the brush handling and painting activity are present. The hairpin is visible, though its exact material may be hard to confirm. The koi carp motif and the general composition match the intended aesthetic. Some fine-grained details (e.g., exact fabric texture, precise embroidery) are not fully verifiable, but the overall alignment is strong. Therefore, Text-to-Video Alignment is rated 4.\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible physical interactions: the brush is held with controlled grip, the wrist is extended in a believable manner, and the painting action follows expected motions. Lighting and spatial relationships support a coherent depiction of artistic activity. While most elements feel authentic, there are minor inconsistencies in fine-grained hand mechanics and tool handling that prevent a perfect match. 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"
+ ]
+ },
+ {
+ "prompt": "static, medium-shot profile captures a young Asian woman immersed in a tranquil moment of artistic creation. Her raven black hair is elegantly tied into a low bun, secured with an antique wooden hairpin, with strands gently falling against her smooth face. She wears an elegant lake-blue silk cheongsam, its high stand-up collar and delicate buttons emphasizing her slender neck. The cheongsam is embroidered with a faint orchid pattern in silver thread. She sits at a large mahogany drawing table, spread with a sheet of pristine white rice paper. Soft sidelight filters in through a paper window, illuminating her focused profile and the painting she's working on. Her right hand, steady and composed, holds a slender wolf-hair brush vertically, her fingers slender yet powerful. With breathless concentration, her wrist suspended lightly, she delicately moves the tip of her brush, coloring a previously outlined koi carp pattern on rice paper. Dipping the brush in vermilion pigment, each stroke is precise, her movements slow and fluid, as if performing a sacred ritual. The painting is meticulously composed, with vibrant colors and a blurred background, revealing only a shelf displaying celadon vases. This creates a sense of intense concentration and a classical aesthetic. The clean lines and meticulous attention to detail perfectly embody the exquisite refinement of Chinese gongbi painting.",
+ "seed": 26847,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_1/index_3833_seed_26847_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 7.5,
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+ "question": "static, medium-shot profile captures a young Asian woman immersed in a tranquil moment of artistic creation. Her raven black hair is elegantly tied into a low bun, secured with an antique wooden hairpin, with strands gently falling against her smooth face. She wears an elegant lake-blue silk cheongsam, its high stand-up collar and delicate buttons emphasizing her slender neck. The cheongsam is embroidered with a faint orchid pattern in silver thread. She sits at a large mahogany drawing table, spread with a sheet of pristine white rice paper. Soft sidelight filters in through a paper window, illuminating her focused profile and the painting she's working on. Her right hand, steady and composed, holds a slender wolf-hair brush vertically, her fingers slender yet powerful. With breathless concentration, her wrist suspended lightly, she delicately moves the tip of her brush, coloring a previously outlined koi carp pattern on rice paper. Dipping the brush in vermilion pigment, each stroke is precise, her movements slow and fluid, as if performing a sacred ritual. The painting is meticulously composed, with vibrant colors and a blurred background, revealing only a shelf displaying celadon vases. This creates a sense of intense concentration and a classical aesthetic. The clean lines and meticulous attention to detail perfectly embody the exquisite refinement of Chinese gongbi painting.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 profile of a young Asian woman engaged in traditional Chinese gongbi painting. It specifies a low bun with an antique wooden hairpin, a lake-blue silk cheongsam with an ornate collar, a large mahogany drawing table, and a scene where she paints a koi carp motif on rice paper under soft lighting. The description emphasizes meticulous technique and a serene, ritual-like 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 later segments. Lighting remains soft and natural, and color grading yields a warm, vintage tone. There are occasional minor distortions or warping in certain frames, and while motion is generally stable, some frames exhibit slight instability. The background blur is present but not perfectly consistent across all shots. In sum, the video presents a coherent artistic look with moderate technical limitations.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a young Asian woman, a seated profile, a low bun, a blue-toned garment, and a drawing table with white rice paper and a brush. However, several critical details are not clearly realized: the antique wooden hairpin is not distinctly visible, the exact embroidery pattern on the cheongsam is not discernible, and the specific koi carp motif and the act of dipping the brush in vermilion are not clearly demonstrated. The overall mood and composition align with the prompt, but the fidelity of fine-grained details is partial.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and painting actions, with believable hand positioning and brush handling. Some subtle inconsistencies appear in later frames—slight facial feature variation and minor frame-to-frame morphing—that do not break immersion but reduce perfect realism. Overall, the depiction maintains reasonable physical plausibility with minor deviations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.0,
+ "TA": 2.546875,
+ "MQ": 2.921875,
+ "Overall": 7.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot profile of a young Asian woman engaged in traditional Chinese gongbi painting. It specifies a low bun with an antique wooden hairpin, a lake-blue silk cheongsam with an ornate collar, a large mahogany drawing table, and a scene where she paints a koi carp motif on rice paper under soft lighting. The description emphasizes meticulous technique and a serene, ritual-like 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 later segments. Lighting remains soft and natural, and color grading yields a warm, vintage tone. There are occasional minor distortions or warping in certain frames, and while motion is generally stable, some frames exhibit slight instability. The background blur is present but not perfectly consistent across all shots. In sum, the video presents a coherent artistic look with moderate technical limitations.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a young Asian woman, a seated profile, a low bun, a blue-toned garment, and a drawing table with white rice paper and a brush. However, several critical details are not clearly realized: the antique wooden hairpin is not distinctly visible, the exact embroidery pattern on the cheongsam is not discernible, and the specific koi carp motif and the act of dipping the brush in vermilion are not clearly demonstrated. The overall mood and composition align with the prompt, but the fidelity of fine-grained details is partial.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and painting actions, with believable hand positioning and brush handling. Some subtle inconsistencies appear in later frames—slight facial feature variation and minor frame-to-frame morphing—that do not break immersion but reduce perfect realism. Overall, the depiction maintains reasonable physical plausibility with minor deviations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_10/index_tensor([2823, 2823])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_10/index_tensor([2823, 2823])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3675a054686116d3a0277656c443fe4941b56144
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_10/index_tensor([2823, 2823])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The shot begins with an extreme close-up, focusing on an open scroll of ancient Buddhist scriptures. Handwritten Tibetan script is written in deep, powerful ink on the yellowed, fibrous paper. A rich golden ray of sunlight filters through the frame, illuminating a few lines of text with pinpoint precision. The camera then begins a slow, smooth upward tilt, countless tiny dust particles in the light drifting and flickering as if imbued with life. The camera sweeps across the bony fingers holding the scroll, finally settling on a close-up of the face of a young lama. His shaved head glows softly in the halo, his face serene and tranquil, his eyes slightly closed, his long eyelashes casting a subtle shadow on his cheeks, as if completely absorbed in the wisdom of the scriptures and the peace of the moment. He wears a heavy, traditional monk's robe of a deep ochre, its folds shimmering with rich gradations of light and shadow. The background is a dark corner of the temple. The ancient wooden walls and the blurred outline of the Buddha statue in the distance form a sharp contrast with the dramatic beam of light passing through the carved wooden window. The whole scene flows with a deep concentration and humanistic warmth in the silence, creating a spiritual and tranquil atmosphere that transcends time.",
+ "seed": 31034,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_10/index_2823_seed_31034_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": 1.3984375,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 7.0,
+ "avg": 6.9765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The shot begins with an extreme close-up, focusing on an open scroll of ancient Buddhist scriptures. Handwritten Tibetan script is written in deep, powerful ink on the yellowed, fibrous paper. A rich golden ray of sunlight filters through the frame, illuminating a few lines of text with pinpoint precision. The camera then begins a slow, smooth upward tilt, countless tiny dust particles in the light drifting and flickering as if imbued with life. The camera sweeps across the bony fingers holding the scroll, finally settling on a close-up of the face of a young lama. His shaved head glows softly in the halo, his face serene and tranquil, his eyes slightly closed, his long eyelashes casting a subtle shadow on his cheeks, as if completely absorbed in the wisdom of the scriptures and the peace of the moment. He wears a heavy, traditional monk's robe of a deep ochre, its folds shimmering with rich gradations of light and shadow. The background is a dark corner of the temple. The ancient wooden walls and the blurred outline of the Buddha statue in the distance form a sharp contrast with the dramatic beam of light passing through the carved wooden window. The whole scene flows with a deep concentration and humanistic warmth in the silence, creating a spiritual and tranquil atmosphere that transcends time.",
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+ "selected_reward": 7.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene that begins with an extreme close-up of ancient Buddhist scriptures, shows handwritten text on yellowed paper, features a golden ray of sunlight filtering through the frame, includes a slow upward tilt, dust particles in the light, a close-up of a young lama's face with a shaved head, serene expression, long eyelashes, and a traditional monk's robe in a temple setting with wooden walls and a distant Buddha statue.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show some blur and softness, but essential details remain discernible. There are occasional artifacts and mild color/contrast inconsistencies, yet the sequence remains readable. The lighting is not perfectly consistent, with some overexposed regions, but the scene still conveys the intended atmosphere. The motion between frames is generally smooth, though not flawless. In sum, the video presents a mid-level visual quality with room for improvement.\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: an extreme close-up of ancient manuscripts, visible handwritten script, warm golden illumination, a gradual upward tilt, and a close-up of a young lama’s face with a serene expression. The presence of dust particles and the temple ambiance is suggested, and the general mood aligns with the prompt. Some minor deviations exist in exact framing or emphasis, but they do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting interactions and spatial relationships are largely plausible, with no major violations of physics. However, there are occasional small mismatches in shadows, perspective, or object placement that prevent a higher score. Overall, the scene maintains believable coherence without glaring 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": 1.3984375,
+ "TA": 2.5625,
+ "MQ": 3.015625,
+ "Overall": 7.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene that begins with an extreme close-up of ancient Buddhist scriptures, shows handwritten text on yellowed paper, features a golden ray of sunlight filtering through the frame, includes a slow upward tilt, dust particles in the light, a close-up of a young lama's face with a shaved head, serene expression, long eyelashes, and a traditional monk's robe in a temple setting with wooden walls and a distant Buddha statue.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show some blur and softness, but essential details remain discernible. There are occasional artifacts and mild color/contrast inconsistencies, yet the sequence remains readable. The lighting is not perfectly consistent, with some overexposed regions, but the scene still conveys the intended atmosphere. The motion between frames is generally smooth, though not flawless. In sum, the video presents a mid-level visual quality with room for improvement.\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: an extreme close-up of ancient manuscripts, visible handwritten script, warm golden illumination, a gradual upward tilt, and a close-up of a young lama’s face with a serene expression. The presence of dust particles and the temple ambiance is suggested, and the general mood aligns with the prompt. Some minor deviations exist in exact framing or emphasis, but they do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting interactions and spatial relationships are largely plausible, with no major violations of physics. However, there are occasional small mismatches in shadows, perspective, or object placement that prevent a higher score. Overall, the scene maintains believable coherence without glaring 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, focusing on an open scroll of ancient Buddhist scriptures. Handwritten Tibetan script is written in deep, powerful ink on the yellowed, fibrous paper. A rich golden ray of sunlight filters through the frame, illuminating a few lines of text with pinpoint precision. The camera then begins a slow, smooth upward tilt, countless tiny dust particles in the light drifting and flickering as if imbued with life. The camera sweeps across the bony fingers holding the scroll, finally settling on a close-up of the face of a young lama. His shaved head glows softly in the halo, his face serene and tranquil, his eyes slightly closed, his long eyelashes casting a subtle shadow on his cheeks, as if completely absorbed in the wisdom of the scriptures and the peace of the moment. He wears a heavy, traditional monk's robe of a deep ochre, its folds shimmering with rich gradations of light and shadow. The background is a dark corner of the temple. The ancient wooden walls and the blurred outline of the Buddha statue in the distance form a sharp contrast with the dramatic beam of light passing through the carved wooden window. The whole scene flows with a deep concentration and humanistic warmth in the silence, creating a spiritual and tranquil atmosphere that transcends time.",
+ "seed": 31035,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_10/index_2823_seed_31035_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.609375,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.5,
+ "avg": 9.484375,
+ "reward_records": [
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+ "question": "The shot begins with an extreme close-up, focusing on an open scroll of ancient Buddhist scriptures. Handwritten Tibetan script is written in deep, powerful ink on the yellowed, fibrous paper. A rich golden ray of sunlight filters through the frame, illuminating a few lines of text with pinpoint precision. The camera then begins a slow, smooth upward tilt, countless tiny dust particles in the light drifting and flickering as if imbued with life. The camera sweeps across the bony fingers holding the scroll, finally settling on a close-up of the face of a young lama. His shaved head glows softly in the halo, his face serene and tranquil, his eyes slightly closed, his long eyelashes casting a subtle shadow on his cheeks, as if completely absorbed in the wisdom of the scriptures and the peace of the moment. He wears a heavy, traditional monk's robe of a deep ochre, its folds shimmering with rich gradations of light and shadow. The background is a dark corner of the temple. The ancient wooden walls and the blurred outline of the Buddha statue in the distance form a sharp contrast with the dramatic beam of light passing through the carved wooden window. The whole scene flows with a deep concentration and humanistic warmth in the silence, creating a spiritual and tranquil atmosphere that transcends time.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an open scroll of ancient Buddhist scriptures with handwritten script, a golden ray of sunlight filtering through the frame, a slow upward tilt, dust particles in the light, a close-up of a young lama's face with a shaved head, serene expression, and a temple setting with wooden walls and a distant Buddha statue. The overall mood is spiritual and tranquil.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the background and fine details. Lighting remains warm and atmospheric, and the golden ray is present, though not always crisply defined. There are no major distortions or artifacts, and transitions between shots are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video includes the open scroll with handwritten script, the golden lighting, the upward tilt, the close-up of the lama's face, and the temple ambiance with wooden walls and a distant Buddha silhouette. The main elements described in the prompt are represented, with only minor deviations in exact framing or emphasis that do not significantly detract from the overall correspondence.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the scroll is held naturally, lighting behaves realistically, and spatial relationships are coherent. However, there are occasional small inconsistencies in depth cues or object interactions that prevent a higher score.\n\nScoring Breakdown:\nVisual 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": 2.609375,
+ "TA": 3.65625,
+ "MQ": 3.21875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an open scroll of ancient Buddhist scriptures with handwritten script, a golden ray of sunlight filtering through the frame, a slow upward tilt, dust particles in the light, a close-up of a young lama's face with a shaved head, serene expression, and a temple setting with wooden walls and a distant Buddha statue. The overall mood is spiritual and tranquil.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in the background and fine details. Lighting remains warm and atmospheric, and the golden ray is present, though not always crisply defined. There are no major distortions or artifacts, and transitions between shots are smooth. The result is acceptable but not sharp or highly detailed.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video includes the open scroll with handwritten script, the golden lighting, the upward tilt, the close-up of the lama's face, and the temple ambiance with wooden walls and a distant Buddha silhouette. The main elements described in the prompt are represented, with only minor deviations in exact framing or emphasis that do not significantly detract from the overall correspondence.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the scroll is held naturally, lighting behaves realistically, and spatial relationships are coherent. However, there are occasional small inconsistencies in depth cues or object interactions that prevent a higher score.\n\nScoring Breakdown:\nVisual Quality: 3; Text-to-Video Alignment: 4; Physical Consistency: 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 31036,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_10/index_2823_seed_31036_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": 1.8984375,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 7.875,
+ "avg": 7.8828125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "The shot begins with an extreme close-up, focusing on an open scroll of ancient Buddhist scriptures. Handwritten Tibetan script is written in deep, powerful ink on the yellowed, fibrous paper. A rich golden ray of sunlight filters through the frame, illuminating a few lines of text with pinpoint precision. The camera then begins a slow, smooth upward tilt, countless tiny dust particles in the light drifting and flickering as if imbued with life. The camera sweeps across the bony fingers holding the scroll, finally settling on a close-up of the face of a young lama. His shaved head glows softly in the halo, his face serene and tranquil, his eyes slightly closed, his long eyelashes casting a subtle shadow on his cheeks, as if completely absorbed in the wisdom of the scriptures and the peace of the moment. He wears a heavy, traditional monk's robe of a deep ochre, its folds shimmering with rich gradations of light and shadow. The background is a dark corner of the temple. The ancient wooden walls and the blurred outline of the Buddha statue in the distance form a sharp contrast with the dramatic beam of light passing through the carved wooden window. The whole scene flows with a deep concentration and humanistic warmth in the silence, creating a spiritual and tranquil atmosphere that transcends time.",
+ "token_credit_reward": 7.875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene where an extreme close-up focuses on an open scroll of ancient Buddhist scriptures, with handwritten text in deep ink on yellowed, fibrous paper. A golden ray of sunlight filters through, illuminating the text with pinpoint precision. The camera then tilts upward, revealing dust particles in the light, then sweeps across the bony fingers holding the scroll, and finally settles on a close-up of a young lama's face. The lama has a shaved head, serene expression, and is wearing a heavy, traditional monk's robe of deep ochre, with a dark temple background and blurred outlines of a Buddha statue in the distance.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in some areas but exhibit noticeable softness and occasional blur, especially in later segments. Lighting remains warm and atmospheric, yet there are inconsistencies in sharpness across frames. The sequence maintains a cohesive mood, but fine details are not consistently crisp throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an open scroll with handwritten text, warm golden lighting, a gradual upward tilt, and a close-up of the lama's face. The robe color and temple setting align with the description, and the scene conveys a contemplative, spiritual atmosphere. Some minor deviations exist in exact framing and pacing, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The hand positioning and interaction with the scroll appear plausible, and the lighting/shadows are generally coherent. However, there are occasional small inconsistencies in depth cues or object 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": 1.8984375,
+ "TA": 2.734375,
+ "MQ": 3.25,
+ "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 scene where an extreme close-up focuses on an open scroll of ancient Buddhist scriptures, with handwritten text in deep ink on yellowed, fibrous paper. A golden ray of sunlight filters through, illuminating the text with pinpoint precision. The camera then tilts upward, revealing dust particles in the light, then sweeps across the bony fingers holding the scroll, and finally settles on a close-up of a young lama's face. The lama has a shaved head, serene expression, and is wearing a heavy, traditional monk's robe of deep ochre, with a dark temple background and blurred outlines of a Buddha statue in the distance.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in some areas but exhibit noticeable softness and occasional blur, especially in later segments. Lighting remains warm and atmospheric, yet there are inconsistencies in sharpness across frames. The sequence maintains a cohesive mood, but fine details are not consistently crisp throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an open scroll with handwritten text, warm golden lighting, a gradual upward tilt, and a close-up of the lama's face. The robe color and temple setting align with the description, and the scene conveys a contemplative, spiritual atmosphere. Some minor deviations exist in exact framing and pacing, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The hand positioning and interaction with the scroll appear plausible, and the lighting/shadows are generally coherent. However, there are occasional small inconsistencies in depth cues or object 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"
+ ]
+ },
+ {
+ "prompt": "The shot begins with an extreme close-up, focusing on an open scroll of ancient Buddhist scriptures. Handwritten Tibetan script is written in deep, powerful ink on the yellowed, fibrous paper. A rich golden ray of sunlight filters through the frame, illuminating a few lines of text with pinpoint precision. The camera then begins a slow, smooth upward tilt, countless tiny dust particles in the light drifting and flickering as if imbued with life. The camera sweeps across the bony fingers holding the scroll, finally settling on a close-up of the face of a young lama. His shaved head glows softly in the halo, his face serene and tranquil, his eyes slightly closed, his long eyelashes casting a subtle shadow on his cheeks, as if completely absorbed in the wisdom of the scriptures and the peace of the moment. He wears a heavy, traditional monk's robe of a deep ochre, its folds shimmering with rich gradations of light and shadow. The background is a dark corner of the temple. The ancient wooden walls and the blurred outline of the Buddha statue in the distance form a sharp contrast with the dramatic beam of light passing through the carved wooden window. The whole scene flows with a deep concentration and humanistic warmth in the silence, creating a spiritual and tranquil atmosphere that transcends time.",
+ "seed": 31037,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_10/index_2823_seed_31037_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.734375,
+ "video_score2_ta": 2.828125,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 7.8125,
+ "avg": 7.8125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "The shot begins with an extreme close-up, focusing on an open scroll of ancient Buddhist scriptures. Handwritten Tibetan script is written in deep, powerful ink on the yellowed, fibrous paper. A rich golden ray of sunlight filters through the frame, illuminating a few lines of text with pinpoint precision. The camera then begins a slow, smooth upward tilt, countless tiny dust particles in the light drifting and flickering as if imbued with life. The camera sweeps across the bony fingers holding the scroll, finally settling on a close-up of the face of a young lama. His shaved head glows softly in the halo, his face serene and tranquil, his eyes slightly closed, his long eyelashes casting a subtle shadow on his cheeks, as if completely absorbed in the wisdom of the scriptures and the peace of the moment. He wears a heavy, traditional monk's robe of a deep ochre, its folds shimmering with rich gradations of light and shadow. The background is a dark corner of the temple. The ancient wooden walls and the blurred outline of the Buddha statue in the distance form a sharp contrast with the dramatic beam of light passing through the carved wooden window. The whole scene flows with a deep concentration and humanistic warmth in the silence, creating a spiritual and tranquil atmosphere that transcends time.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with an extreme close-up on an open scroll of ancient Buddhist scriptures, handwritten in deep ink on yellowed, fibrous paper, with a golden ray of sunlight filtering through the frame. The camera then tilts upward, shows dust particles in the light, and ends with a close-up of a young lama's face, wearing a heavy traditional monk's robe, in a temple setting with wooden walls and a blurred Buddha statue in the distance.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames exhibit some blur and softness, but the lighting remains warm and atmospheric. The golden illumination is present and contributes to mood, though fine details are not consistently crisp. The sequence maintains a cohesive look, with no severe artifacts or abrupt changes, resulting in a mid-range visual impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: the extreme close-up on the scroll, the golden light, the upward camera movement, and the presence of a young lama in a temple-like setting. While a few minor deviations exist, they do not substantially detract from the overall correspondence to the described scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships are generally plausible, and the scene reads coherently. However, there are occasional small inconsistencies in depth cues and object 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": 1.734375,
+ "TA": 2.828125,
+ "MQ": 3.25,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with an extreme close-up on an open scroll of ancient Buddhist scriptures, handwritten in deep ink on yellowed, fibrous paper, with a golden ray of sunlight filtering through the frame. The camera then tilts upward, shows dust particles in the light, and ends with a close-up of a young lama's face, wearing a heavy traditional monk's robe, in a temple setting with wooden walls and a blurred Buddha statue in the distance.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames exhibit some blur and softness, but the lighting remains warm and atmospheric. The golden illumination is present and contributes to mood, though fine details are not consistently crisp. The sequence maintains a cohesive look, with no severe artifacts or abrupt changes, resulting in a mid-range visual impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: the extreme close-up on the scroll, the golden light, the upward camera movement, and the presence of a young lama in a temple-like setting. While a few minor deviations exist, they do not substantially detract from the overall correspondence to the described scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships are generally plausible, and the scene reads coherently. However, there are occasional small inconsistencies in depth cues and object 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/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_11/index_tensor([6992, 6992])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_11/index_tensor([6992, 6992])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..26f5b145ed4d03d8ef37932b727c377da34b754f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_11/index_tensor([6992, 6992])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic, low-angle tracking shot follows a herd of majestic wild horses, each galloping at the same pace across a vast, sun-drenched prairie. The camera gently shakes, simulating the vibrations of the ground beneath the horses' hooves. The camera closely follows the lead stallion, a powerful, dark-colored beast, its obsidian-smooth coat gleaming in the low, golden afternoon sun, highlighting every inch of its bulging muscles. Its eyes widen with unwavering determination, its nostrils flaring, its powerful leg muscles rhythmically contracting and releasing as it gallops with an earth-devouring momentum, its wild, unruly manes and long tails whipped back fiercely by the strong wind. Behind it, the entire herd—a blend of dark browns, rich chestnuts, and earthy grays—rushes forward in a powerful, unified gesture, their long manes and tails billowing wildly in the wind like silk banners. Thundering hooves thump across the dry ground, kicking up clouds of golden dust that swirls in the light, creating a luminous, ethereal mist around the horses, a stark contrast to the vast blue sky overhead. The entire scene is a magnificent spectacle of raw power and unfettered freedom, imbued with epic movement and untamed vitality, framed by warm tones and a powerful, solemn atmosphere.",
+ "seed": 11756,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_11/index_6992_seed_11756_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
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+ "video_score2_ta": 3.375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.25,
+ "avg": 9.203125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic, low-angle tracking shot follows a herd of majestic wild horses, each galloping at the same pace across a vast, sun-drenched prairie. The camera gently shakes, simulating the vibrations of the ground beneath the horses' hooves. The camera closely follows the lead stallion, a powerful, dark-colored beast, its obsidian-smooth coat gleaming in the low, golden afternoon sun, highlighting every inch of its bulging muscles. Its eyes widen with unwavering determination, its nostrils flaring, its powerful leg muscles rhythmically contracting and releasing as it gallops with an earth-devouring momentum, its wild, unruly manes and long tails whipped back fiercely by the strong wind. Behind it, the entire herd—a blend of dark browns, rich chestnuts, and earthy grays—rushes forward in a powerful, unified gesture, their long manes and tails billowing wildly in the wind like silk banners. Thundering hooves thump across the dry ground, kicking up clouds of golden dust that swirls in the light, creating a luminous, ethereal mist around the horses, a stark contrast to the vast blue sky overhead. The entire scene is a magnificent spectacle of raw power and unfettered freedom, imbued with epic movement and untamed vitality, framed by warm tones and a powerful, solemn 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 dynamic, low-angle tracking shot following a herd of majestic wild horses across a vast, sun-drenched prairie. It envisions a lead stallion with an obsidian coat, a powerful gait, and a windswept mane; behind it, a diverse herd moving in unison under a dramatic sky. The description emphasizes raw power, untamed vitality, and a luminous, ethereal atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable motion blur during fast gallops, which reduces sharpness in key moments. Colors are warm and lighting remains consistent, and there are no major distortions or artifacts. The sequence is coherent, but the motion blur lowers perceived clarity in dynamic segments.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle tracking shot, a herd of horses, and a sunlit prairie with visible motion. The lead horse appears dark and prominent, and the herd moves in a coordinated manner. Some finer details from the prompt — such as the exact color nuances of individual horses and the precise depiction of the lead stallion's facial expression — are not fully realized, but the core elements align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The horses’ galloping dynamics and limb movements are generally plausible, and the herd behavior matches expected equine motion. However, there are occasional minor inconsistencies in stride length and body posture during rapid movement, preventing a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 3.375,
+ "MQ": 3.03125,
+ "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 dynamic, low-angle tracking shot following a herd of majestic wild horses across a vast, sun-drenched prairie. It envisions a lead stallion with an obsidian coat, a powerful gait, and a windswept mane; behind it, a diverse herd moving in unison under a dramatic sky. The description emphasizes raw power, untamed vitality, and a luminous, ethereal atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable motion blur during fast gallops, which reduces sharpness in key moments. Colors are warm and lighting remains consistent, and there are no major distortions or artifacts. The sequence is coherent, but the motion blur lowers perceived clarity in dynamic segments.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle tracking shot, a herd of horses, and a sunlit prairie with visible motion. The lead horse appears dark and prominent, and the herd moves in a coordinated manner. Some finer details from the prompt — such as the exact color nuances of individual horses and the precise depiction of the lead stallion's facial expression — are not fully realized, but the core elements align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The horses’ galloping dynamics and limb movements are generally plausible, and the herd behavior matches expected equine motion. However, there are occasional minor inconsistencies in stride length and body posture during rapid movement, preventing a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, low-angle tracking shot following a herd of majestic wild horses across a vast, sun-drenched prairie. It emphasizes a lead stallion with an obsidian coat, a powerful gait, and a sense of thundering hooves and dramatic motion. The description remains the same, serving as the reference for evaluation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during fast gallops. There are occasional minor artifacts and slight color desaturation, which reduce sharpness. Lighting and color balance are generally stable, yet the overall crispness is not high. The sequence remains coherent, but the image fidelity does not reach high-end standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a herd of horses, a low-angle tracking perspective, and a sunlit prairie setting with visible dust and mane/tail motion. The lead horse is identifiable and the herd dynamics are conveyed. A few specific details from the prompt (such as exact coat gloss or precise eye expression) are not perfectly matched, but the core elements and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The horses’ anatomy and general locomotion appear plausible, and environmental interactions (dust, wind effects, lighting) feel believable. However, there are minor inconsistencies in limb positioning and shading during rapid motion, and some dust behavior may not be perfectly physically accurate. Overall, the scene remains credible but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.015625,
+ "MQ": 3.171875,
+ "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 dynamic, low-angle tracking shot following a herd of majestic wild horses across a vast, sun-drenched prairie. It emphasizes a lead stallion with an obsidian coat, a powerful gait, and a sense of thundering hooves and dramatic motion. The description remains the same, serving as the reference for evaluation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during fast gallops. There are occasional minor artifacts and slight color desaturation, which reduce sharpness. Lighting and color balance are generally stable, yet the overall crispness is not high. The sequence remains coherent, but the image fidelity does not reach high-end standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a herd of horses, a low-angle tracking perspective, and a sunlit prairie setting with visible dust and mane/tail motion. The lead horse is identifiable and the herd dynamics are conveyed. A few specific details from the prompt (such as exact coat gloss or precise eye expression) are not perfectly matched, but the core elements and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The horses’ anatomy and general locomotion appear plausible, and environmental interactions (dust, wind effects, lighting) feel believable. However, there are minor inconsistencies in limb positioning and shading during rapid motion, and some dust behavior may not be perfectly physically accurate. Overall, the scene remains credible but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic, low-angle tracking shot follows a herd of majestic wild horses, each galloping at the same pace across a vast, sun-drenched prairie. The camera gently shakes, simulating the vibrations of the ground beneath the horses' hooves. The camera closely follows the lead stallion, a powerful, dark-colored beast, its obsidian-smooth coat gleaming in the low, golden afternoon sun, highlighting every inch of its bulging muscles. Its eyes widen with unwavering determination, its nostrils flaring, its powerful leg muscles rhythmically contracting and releasing as it gallops with an earth-devouring momentum, its wild, unruly manes and long tails whipped back fiercely by the strong wind. Behind it, the entire herd—a blend of dark browns, rich chestnuts, and earthy grays—rushes forward in a powerful, unified gesture, their long manes and tails billowing wildly in the wind like silk banners. Thundering hooves thump across the dry ground, kicking up clouds of golden dust that swirls in the light, creating a luminous, ethereal mist around the horses, a stark contrast to the vast blue sky overhead. The entire scene is a magnificent spectacle of raw power and unfettered freedom, imbued with epic movement and untamed vitality, framed by warm tones and a powerful, solemn atmosphere.",
+ "seed": 11758,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_11/index_6992_seed_11758_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.0,
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+ "video_score2_overall": 9.6875,
+ "avg": 9.6875,
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+ "question": "dynamic, low-angle tracking shot follows a herd of majestic wild horses, each galloping at the same pace across a vast, sun-drenched prairie. The camera gently shakes, simulating the vibrations of the ground beneath the horses' hooves. The camera closely follows the lead stallion, a powerful, dark-colored beast, its obsidian-smooth coat gleaming in the low, golden afternoon sun, highlighting every inch of its bulging muscles. Its eyes widen with unwavering determination, its nostrils flaring, its powerful leg muscles rhythmically contracting and releasing as it gallops with an earth-devouring momentum, its wild, unruly manes and long tails whipped back fiercely by the strong wind. Behind it, the entire herd—a blend of dark browns, rich chestnuts, and earthy grays—rushes forward in a powerful, unified gesture, their long manes and tails billowing wildly in the wind like silk banners. Thundering hooves thump across the dry ground, kicking up clouds of golden dust that swirls in the light, creating a luminous, ethereal mist around the horses, a stark contrast to the vast blue sky overhead. The entire scene is a magnificent spectacle of raw power and unfettered freedom, imbued with epic movement and untamed vitality, framed by warm tones and a powerful, solemn atmosphere.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, low-angle tracking shot following a herd of majestic wild horses across a vast, sun-drenched prairie. It emphasizes a powerful lead stallion with an obsidian coat, a herd of varied colors, galloping motion, wind-swept manes and tails, thundering hooves, and a luminous, ethereal atmosphere. The description remains the same; the video largely reflects these elements but with some deviations.\n\nVisual Quality Analysis:\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 during fast gallops reduces sharpness, and minor compression artifacts appear in some frames. Lighting is generally consistent, yet a few frames exhibit slight exposure variation. The sequence remains coherent and the horses’ forms are recognizable, 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 presents a low-angle tracking shot, a herd of horses, and a sunlit prairie with a prominent lead stallion. The core elements—dynamic movement, wind-swept manes, and a sense of speed—are well captured. Some details from the prompt (such as exact mane color dynamics or precise dust cloud behavior) are present but not perfectly matched, resulting in a high but not perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The galloping motion and interactions feel plausible, and lighting/shadows align with the scene. However, there are occasional minor inconsistencies in limb positioning and shading that prevent a higher score. Overall, the dynamics are believable, 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": 3.0,
+ "TA": 3.5625,
+ "MQ": 3.125,
+ "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 dynamic, low-angle tracking shot following a herd of majestic wild horses across a vast, sun-drenched prairie. It emphasizes a powerful lead stallion with an obsidian coat, a herd of varied colors, galloping motion, wind-swept manes and tails, thundering hooves, and a luminous, ethereal atmosphere. The description remains the same; the video largely reflects these elements but with some deviations.\n\nVisual Quality Analysis:\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 during fast gallops reduces sharpness, and minor compression artifacts appear in some frames. Lighting is generally consistent, yet a few frames exhibit slight exposure variation. The sequence remains coherent and the horses’ forms are recognizable, 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 presents a low-angle tracking shot, a herd of horses, and a sunlit prairie with a prominent lead stallion. The core elements—dynamic movement, wind-swept manes, and a sense of speed—are well captured. Some details from the prompt (such as exact mane color dynamics or precise dust cloud behavior) are present but not perfectly matched, resulting in a high but not perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The galloping motion and interactions feel plausible, and lighting/shadows align with the scene. However, there are occasional minor inconsistencies in limb positioning and shading that prevent a higher score. Overall, the dynamics are believable, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 11759,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_11/index_6992_seed_11759_dp_23_rank_46_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.5,
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+ "video_score2_overall": 9.75,
+ "avg": 9.75,
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+ "question": "dynamic, low-angle tracking shot follows a herd of majestic wild horses, each galloping at the same pace across a vast, sun-drenched prairie. The camera gently shakes, simulating the vibrations of the ground beneath the horses' hooves. The camera closely follows the lead stallion, a powerful, dark-colored beast, its obsidian-smooth coat gleaming in the low, golden afternoon sun, highlighting every inch of its bulging muscles. Its eyes widen with unwavering determination, its nostrils flaring, its powerful leg muscles rhythmically contracting and releasing as it gallops with an earth-devouring momentum, its wild, unruly manes and long tails whipped back fiercely by the strong wind. Behind it, the entire herd—a blend of dark browns, rich chestnuts, and earthy grays—rushes forward in a powerful, unified gesture, their long manes and tails billowing wildly in the wind like silk banners. Thundering hooves thump across the dry ground, kicking up clouds of golden dust that swirls in the light, creating a luminous, ethereal mist around the horses, a stark contrast to the vast blue sky overhead. The entire scene is a magnificent spectacle of raw power and unfettered freedom, imbued with epic movement and untamed vitality, framed by warm tones and a powerful, solemn atmosphere.",
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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 dynamic, low-angle tracking shot following a herd of majestic wild horses across a vast, sun-drenched prairie. It emphasizes a lead stallion with an obsidian coat, a powerful gait, and a sense of thundering hooves and dramatic motion. The description remains the same, serving as the reference for evaluation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during fast gallops. There are occasional compression artifacts and mild color desaturation, which reduce sharpness. Lighting is generally consistent with warm tones, yet some frames lack the punch expected from a sun-drenched scene. The sequence remains coherent, but fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle tracking shot, a herd of horses, and a sunlit prairie with a lead stallion and galloping motion. The core elements match the description well. Some nuanced aspects such as the exact color dynamics of the coat or the precise intensity of the mane/tail motion are not perfectly captured, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The horses’ anatomy and general locomotion appear plausible, and the scene maintains believable spatial relationships. However, there are minor inconsistencies in limb positioning and timing during strides, and the interaction between hooves and ground is not always perfectly realistic. These small issues prevent a higher score 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": 3.109375,
+ "TA": 3.5,
+ "MQ": 3.140625,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, low-angle tracking shot following a herd of majestic wild horses across a vast, sun-drenched prairie. It emphasizes a lead stallion with an obsidian coat, a powerful gait, and a sense of thundering hooves and dramatic motion. The description remains the same, serving as the reference for evaluation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during fast gallops. There are occasional compression artifacts and mild color desaturation, which reduce sharpness. Lighting is generally consistent with warm tones, yet some frames lack the punch expected from a sun-drenched scene. The sequence remains coherent, but fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle tracking shot, a herd of horses, and a sunlit prairie with a lead stallion and galloping motion. The core elements match the description well. Some nuanced aspects such as the exact color dynamics of the coat or the precise intensity of the mane/tail motion are not perfectly captured, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The horses’ anatomy and general locomotion appear plausible, and the scene maintains believable spatial relationships. However, there are minor inconsistencies in limb positioning and timing during strides, and the interaction between hooves and ground is not always perfectly realistic. These small issues prevent a higher score 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_12/index_tensor([2790, 2790])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_12/index_tensor([2790, 2790])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ebb3b0f84d1aa5e779c0543d2bdbfc22bba4811d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_12/index_tensor([2790, 2790])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, eye-level close-up initially focuses on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval.",
+ "seed": 19715,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_12/index_2790_seed_19715_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": 2.609375,
+ "video_score2_ta": 1.875,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 7.46875,
+ "avg": 7.453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level close-up initially focuses on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level close-up focusing on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild motion blur during the document’s movement. Lighting remains consistent, and the color palette stays within cool tones with occasional warm highlights. There are no major distortions or artifacts, and the sequence maintains a coherent look throughout. Overall, the visual quality is acceptable but not exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt (close-up perspective, a document in motion, and a concrete backdrop). However, key aspects are underrepresented: the setting does not clearly read as a dark industrial office, the metal table texture is not strongly evident, and the dramatic lighting cues (deep grooves shimmering, intense overhead light, deep shadows) are not convincingly realized. The camera movement is present but not a smooth, steady dolly to the right, and the overall atmosphere feels more subdued than the prompt’s tense, chaotic moment. In sum, alignment is partial rather than complete, reflecting notable gaps between description and execution.\n\nPhysical/Common-sense Consistency:\nThe motion of the document appears plausible enough, with believable inertia and interaction with the air current. Yet the scene lacks stronger cues that would reinforce the intended industrial context and dramatic lighting dynamics. The combination yields a moderate level of physical realism, without obvious violations, but also without strong emphasis on the described environmental cues.\n\nOverall assessment:\nThe video demonstrates moderate visual quality, partial alignment with the textual prompt, and moderate physical consistency. The evaluation indicates room for improvement in faithfully translating the prompt’s atmospheric and environmental details while maintaining coherent visual storytelling.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.609375,
+ "TA": 1.875,
+ "MQ": 2.96875,
+ "Overall": 7.46875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level close-up focusing on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild motion blur during the document’s movement. Lighting remains consistent, and the color palette stays within cool tones with occasional warm highlights. There are no major distortions or artifacts, and the sequence maintains a coherent look throughout. Overall, the visual quality is acceptable but not exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt (close-up perspective, a document in motion, and a concrete backdrop). However, key aspects are underrepresented: the setting does not clearly read as a dark industrial office, the metal table texture is not strongly evident, and the dramatic lighting cues (deep grooves shimmering, intense overhead light, deep shadows) are not convincingly realized. The camera movement is present but not a smooth, steady dolly to the right, and the overall atmosphere feels more subdued than the prompt’s tense, chaotic moment. In sum, alignment is partial rather than complete, reflecting notable gaps between description and execution.\n\nPhysical/Common-sense Consistency:\nThe motion of the document appears plausible enough, with believable inertia and interaction with the air current. Yet the scene lacks stronger cues that would reinforce the intended industrial context and dramatic lighting dynamics. The combination yields a moderate level of physical realism, without obvious violations, but also without strong emphasis on the described environmental cues.\n\nOverall assessment:\nThe video demonstrates moderate visual quality, partial alignment with the textual prompt, and moderate physical consistency. The evaluation indicates room for improvement in faithfully translating the prompt’s atmospheric and environmental details while maintaining coherent visual storytelling.\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 close-up initially focuses on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval.",
+ "seed": 19716,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_12/index_2790_seed_19716_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 1.34375,
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+ "video_score2_overall": 6.25,
+ "avg": 6.25,
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+ "question": "static, eye-level close-up initially focuses on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval.",
+ "token_credit_reward": 6.25,
+ "selected_reward": 6.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic sequence where a stack of official tax documents sits on a cold, heavily scratched metal table in a dark industrial office. An intense overhead light creates dramatic contrast, and a sudden gust of air from an off-screen fan sends the top document flying toward the viewer, with the camera tracking the chaotic flight as the document flips and twists against a desolate backdrop. In the actual video, these elements are not realized; the footage remains largely static and lacks the kinetic energy and narrative progression described.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are consistently soft with limited sharpness, and there is noticeable motion blur that reduces detail. Lighting is uneven, with overexposed highlights and underexposed shadows, which diminishes depth and clarity. The result is a low-fidelity presentation with limited visual polish, though there are no obvious distortions or artifacts beyond the overall softness. Overall, Visual Quality is below average (score 2).\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the video content. The prompt calls for a dynamic, high-contrast scene with a gust of air, a top-document flight, and a tracking dolly; none of these occur. The video remains largely static, with no evident document movement, no wind effect, and no camera motion. The alignment is severely misaligned (score 1).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: objects rest on a surface, lighting behaves predictably, and there are no obvious physics violations. However, the absence of expected interactions and motion reduces the perceived realism of the described scenario. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 2,
+ "TA": 1,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 1.34375,
+ "MQ": 2.109375,
+ "Overall": 6.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic sequence where a stack of official tax documents sits on a cold, heavily scratched metal table in a dark industrial office. An intense overhead light creates dramatic contrast, and a sudden gust of air from an off-screen fan sends the top document flying toward the viewer, with the camera tracking the chaotic flight as the document flips and twists against a desolate backdrop. In the actual video, these elements are not realized; the footage remains largely static and lacks the kinetic energy and narrative progression described.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are consistently soft with limited sharpness, and there is noticeable motion blur that reduces detail. Lighting is uneven, with overexposed highlights and underexposed shadows, which diminishes depth and clarity. The result is a low-fidelity presentation with limited visual polish, though there are no obvious distortions or artifacts beyond the overall softness. Overall, Visual Quality is below average (score 2).\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the video content. The prompt calls for a dynamic, high-contrast scene with a gust of air, a top-document flight, and a tracking dolly; none of these occur. The video remains largely static, with no evident document movement, no wind effect, and no camera motion. The alignment is severely misaligned (score 1).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: objects rest on a surface, lighting behaves predictably, and there are no obvious physics violations. However, the absence of expected interactions and motion reduces the perceived realism of the described scenario. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level close-up initially focuses on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval.",
+ "seed": 19717,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_12/index_2790_seed_19717_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.75,
+ "video_score2_ta": 1.6015625,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.25,
+ "avg": 7.2578125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level close-up initially focuses on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval.",
+ "token_credit_reward": 7.25,
+ "selected_reward": 7.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic sequence where a stack of official tax documents on a cold, heavily scratched metal table in a dark industrial office is dramatically disrupted by a gust of air from an off-screen fan, causing the top document to fly toward the viewer amid chaotic motion and a tense atmosphere. In the actual video, these elements are not realized; the footage remains largely static and the dramatic action is absent, resulting in a substantial mismatch between the prompt and the visuals.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating: mild motion blur during any movement, occasional softness, and some compression artifacts. The sequence lacks the intended dynamic energy and cinematic polish described in the prompt, though there are no major distortions or color inconsistencies.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is poor (score 2). Key elements—dramatic document disruption, a visible off-screen fan, a gust of air, and the chaotic flight of the document—are missing. The video presents a static or near-static scene with little to no motion, and the camera work does not convey the described tracking or dolly movement. While the setting (dark industrial backdrop) is somewhat aligned, the core narrative and kinetic dynamics are not captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object placement and lighting, with no obvious physics violations. However, the absence of expected motion and interaction reduces the perceived realism of the described scenario, leaving the depiction technically coherent but narratively underwhelming.\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": 1.6015625,
+ "MQ": 2.90625,
+ "Overall": 7.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic sequence where a stack of official tax documents on a cold, heavily scratched metal table in a dark industrial office is dramatically disrupted by a gust of air from an off-screen fan, causing the top document to fly toward the viewer amid chaotic motion and a tense atmosphere. In the actual video, these elements are not realized; the footage remains largely static and the dramatic action is absent, resulting in a substantial mismatch between the prompt and the visuals.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating: mild motion blur during any movement, occasional softness, and some compression artifacts. The sequence lacks the intended dynamic energy and cinematic polish described in the prompt, though there are no major distortions or color inconsistencies.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is poor (score 2). Key elements—dramatic document disruption, a visible off-screen fan, a gust of air, and the chaotic flight of the document—are missing. The video presents a static or near-static scene with little to no motion, and the camera work does not convey the described tracking or dolly movement. While the setting (dark industrial backdrop) is somewhat aligned, the core narrative and kinetic dynamics are not captured.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object placement and lighting, with no obvious physics violations. However, the absence of expected motion and interaction reduces the perceived realism of the described scenario, leaving the depiction technically coherent but narratively underwhelming.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level close-up initially focuses on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval.",
+ "seed": 19718,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_12/index_2790_seed_19718_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 1.8359375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 7.9375,
+ "avg": 7.9609375,
+ "reward_records": [
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+ "question": "static, eye-level close-up initially focuses on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval.",
+ "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 a static, eye-level close-up focusing on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild motion blur during the document’s movement. Lighting remains consistent, and the scene maintains a cohesive look, but fine details (such as small text or edge sharpness) are not consistently crisp. Overall, the visual quality is acceptable but not outstanding, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up perspective, a document interacting with air currents, and a shadowy industrial backdrop with a dolly-like camera motion. However, key prompt specifics are not fully realized: the surface appears lighter and smoother than the heavily scratched metal described, and the dramatic lighting cues (deep grooves shimmering, intense overhead light, and pronounced shadows) are only partially present. The alignment is adequate but not exact, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe interaction between the document and the air currents reads as plausible, with believable motion and spatial relationships. There are no glaring physical inconsistencies, though the stylized lighting and some surface textures diverge from the exact prompt description. Overall, the scene demonstrates reasonable common-sense consistency.\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": 3.109375,
+ "TA": 1.8359375,
+ "MQ": 3.015625,
+ "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 static, eye-level close-up focusing on a stack of official tax documents resting on a cold, heavily scratched metal table in a dark industrial office. A single, intense overhead light source casts a pool of high-contrast brilliance onto the scene, causing deep grooves to shimmer across the table's surface and cast deep shadows into the surrounding space. Suddenly, a powerful gust of air from an off-screen fan bursts into the frame, causing the topmost document to whip violently forward, directly toward the viewer. As this single form, replete with intricate, densely packed black ink sheets and the distinctive markings of red and blue customs stamps, begins to tumble chaotically through the air, the camera initiates a smooth, steady dolly to the right. The camera perfectly tracks the document's erratic flight path, allowing it to flip and twist against the desolate, shadowy backdrop of a bare concrete wall, keeping it centered, its edges trembling wildly, creating a tense and dramatic atmosphere of sudden bureaucratic upheaval\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild motion blur during the document’s movement. Lighting remains consistent, and the scene maintains a cohesive look, but fine details (such as small text or edge sharpness) are not consistently crisp. Overall, the visual quality is acceptable but not outstanding, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up perspective, a document interacting with air currents, and a shadowy industrial backdrop with a dolly-like camera motion. However, key prompt specifics are not fully realized: the surface appears lighter and smoother than the heavily scratched metal described, and the dramatic lighting cues (deep grooves shimmering, intense overhead light, and pronounced shadows) are only partially present. The alignment is adequate but not exact, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe interaction between the document and the air currents reads as plausible, with believable motion and spatial relationships. There are no glaring physical inconsistencies, though the stylized lighting and some surface textures diverge from the exact prompt description. Overall, the scene demonstrates reasonable common-sense consistency.\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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_13/index_tensor([8669, 8669])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_13/index_tensor([8669, 8669])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5273a2bba6058191a6fa721e0b1f174300539d0
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_13/index_tensor([8669, 8669])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic low-angle tracking shot, rendered in a vibrant anime or manga art style with sharp electronic shadows, captures a sleek, bullet-shaped, ultra-high-speed maglev train hurtling forward at incredible acceleration speeds. The train's chassis, constructed of a pearlescent white composite material, gleams under the city lights, with thin cyan light strips running lengthwise, symbolizing its magnetic levitation. At night, it traverses a dense, futuristic cityscape, hovering above a dark, minimalist approach road weaving between towering skyscrapers adorned with giant, luminous holographic advertisements. As the train accelerates, crisp white and blue dynamic speed lines violently streak across its massive, tinted panoramic windows, emphasizing the powerful linear motion and transforming the complex urban background into a beautiful, abstract blur of saturated neon. At the climactic moment, as the train passes a particularly bright fuchsia neon sign, a brilliant horizontal anamorphic lens flare blazes across the screen, creating an atmosphere of pure, overwhelming power and excitement.",
+ "seed": 29157,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_13/index_8669_seed_29157_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.625,
+ "avg": 9.59375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot, rendered in a vibrant anime or manga art style with sharp electronic shadows, captures a sleek, bullet-shaped, ultra-high-speed maglev train hurtling forward at incredible acceleration speeds. The train's chassis, constructed of a pearlescent white composite material, gleams under the city lights, with thin cyan light strips running lengthwise, symbolizing its magnetic levitation. At night, it traverses a dense, futuristic cityscape, hovering above a dark, minimalist approach road weaving between towering skyscrapers adorned with giant, luminous holographic advertisements. As the train accelerates, crisp white and blue dynamic speed lines violently streak across its massive, tinted panoramic windows, emphasizing the powerful linear motion and transforming the complex urban background into a beautiful, abstract blur of saturated neon. At the climactic moment, as the train passes a particularly bright fuchsia neon sign, a brilliant horizontal anamorphic lens flare blazes across the screen, creating an atmosphere of pure, overwhelming power and excitement.",
+ "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 dynamic low-angle tracking shot featuring a sleek, futuristic maglev train with a white composite body, cyan light strips, and a nighttime cityscape with holographic signs. The sequence aims for high-speed motion with dramatic lighting and an intense, energetic mood. The video captures several core elements—dynamic camera work, a futuristic train aesthetic, and a neon-drenched urban environment—but some specifics (e.g., explicit emphasis on the exact material properties or holographic details) are not fully realized throughout the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the train and surroundings, but there are occasional minor artifacts and slight inconsistencies in lighting and color grading that prevent a higher rating. The motion blur and glow effects contribute to the scene’s energy without fully compensating for these small issues.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a low-angle tracking shot, a sleek futuristic train, a nighttime neon cityscape, and dynamic speed cues. Some nuanced aspects—such as precise material portrayal and holographic signage—are present but not always emphasized with the same intensity as in the prompt, resulting in a solid but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The train’s movement and interaction with the elevated track feel plausible within a stylized urban setting, and lighting dynamics support the scene’s internal logic. However, certain physics cues (e.g., suspension behavior, acceleration portrayal) are stylized rather than strictly physically accurate, which keeps the assessment at a middle level.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.296875,
+ "MQ": 3.1875,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a sleek, futuristic maglev train with a white composite body, cyan light strips, and a nighttime cityscape with holographic signs. The sequence aims for high-speed motion with dramatic lighting and an intense, energetic mood. The video captures several core elements—dynamic camera work, a futuristic train aesthetic, and a neon-drenched urban environment—but some specifics (e.g., explicit emphasis on the exact material properties or holographic details) are not fully realized throughout the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the train and surroundings, but there are occasional minor artifacts and slight inconsistencies in lighting and color grading that prevent a higher rating. The motion blur and glow effects contribute to the scene’s energy without fully compensating for these small issues.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: a low-angle tracking shot, a sleek futuristic train, a nighttime neon cityscape, and dynamic speed cues. Some nuanced aspects—such as precise material portrayal and holographic signage—are present but not always emphasized with the same intensity as in the prompt, resulting in a solid but not perfect alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The train’s movement and interaction with the elevated track feel plausible within a stylized urban setting, and lighting dynamics support the scene’s internal logic. However, certain physics cues (e.g., suspension behavior, acceleration portrayal) are stylized rather than strictly physically accurate, which keeps the assessment at a middle level.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic low-angle tracking shot, rendered in a vibrant anime or manga art style with sharp electronic shadows, captures a sleek, bullet-shaped, ultra-high-speed maglev train hurtling forward at incredible acceleration speeds. The train's chassis, constructed of a pearlescent white composite material, gleams under the city lights, with thin cyan light strips running lengthwise, symbolizing its magnetic levitation. At night, it traverses a dense, futuristic cityscape, hovering above a dark, minimalist approach road weaving between towering skyscrapers adorned with giant, luminous holographic advertisements. As the train accelerates, crisp white and blue dynamic speed lines violently streak across its massive, tinted panoramic windows, emphasizing the powerful linear motion and transforming the complex urban background into a beautiful, abstract blur of saturated neon. At the climactic moment, as the train passes a particularly bright fuchsia neon sign, a brilliant horizontal anamorphic lens flare blazes across the screen, creating an atmosphere of pure, overwhelming power and excitement.",
+ "seed": 29158,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_13/index_8669_seed_29158_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 2.703125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.25,
+ "avg": 9.265625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot, rendered in a vibrant anime or manga art style with sharp electronic shadows, captures a sleek, bullet-shaped, ultra-high-speed maglev train hurtling forward at incredible acceleration speeds. The train's chassis, constructed of a pearlescent white composite material, gleams under the city lights, with thin cyan light strips running lengthwise, symbolizing its magnetic levitation. At night, it traverses a dense, futuristic cityscape, hovering above a dark, minimalist approach road weaving between towering skyscrapers adorned with giant, luminous holographic advertisements. As the train accelerates, crisp white and blue dynamic speed lines violently streak across its massive, tinted panoramic windows, emphasizing the powerful linear motion and transforming the complex urban background into a beautiful, abstract blur of saturated neon. At the climactic moment, as the train passes a particularly bright fuchsia neon sign, a brilliant horizontal anamorphic lens flare blazes across the screen, creating an atmosphere of pure, overwhelming power and excitement.",
+ "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 dynamic low-angle tracking shot featuring a sleek, high-speed maglev train with a futuristic city backdrop. The scene emphasizes a white, pearlescent train with cyan accents, moving through a dense urban nightscape with holographic signs and dramatic lighting. The intended visual narrative is one of intense speed, urban sophistication, and striking visuals.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the train remains clearly defined, with consistent lighting and color treatment that supports the futuristic aesthetic. The motion blur and glow effects contribute to a sense of speed, and the overall rendering is coherent. However, some details (e.g., distant city elements, holographic signage) are not consistently crisp, and a few frames show minor artifacts or softness. Overall, Visual Quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt—dynamic low-angle tracking, a sleek white/cyan train, and a futuristic city ambiance with neon lighting. However, key prompt elements are underrepresented: there is no visible dense cityscape or explicit holographic advertisements, and the dramatic anamorphic lens flare described in the prompt is absent. The alignment is therefore partial, reflecting a middle-ground fit to the prompt.\n\nPhysical/Common-sense Consistency:\nThe train’s proportions, motion cues, and lighting are generally plausible within a stylized anime context. The depiction of high-speed travel and futuristic infrastructure reads coherently, and there are no obvious physical contradictions. Some stylistic choices (e.g., simplified urban detail, uniform lighting) temper realism slightly, but overall the scene maintains believable physical consistency.\n\nOverall assessment:\nThe video demonstrates competent technical execution with a cohesive visual language, yet it does not fully realize the rich, detailed prompt. The three dimensions align with a mid-level evaluation: 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": 3.515625,
+ "TA": 2.703125,
+ "MQ": 3.046875,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a sleek, high-speed maglev train with a futuristic city backdrop. The scene emphasizes a white, pearlescent train with cyan accents, moving through a dense urban nightscape with holographic signs and dramatic lighting. The intended visual narrative is one of intense speed, urban sophistication, and striking visuals.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the train remains clearly defined, with consistent lighting and color treatment that supports the futuristic aesthetic. The motion blur and glow effects contribute to a sense of speed, and the overall rendering is coherent. However, some details (e.g., distant city elements, holographic signage) are not consistently crisp, and a few frames show minor artifacts or softness. Overall, Visual Quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt—dynamic low-angle tracking, a sleek white/cyan train, and a futuristic city ambiance with neon lighting. However, key prompt elements are underrepresented: there is no visible dense cityscape or explicit holographic advertisements, and the dramatic anamorphic lens flare described in the prompt is absent. The alignment is therefore partial, reflecting a middle-ground fit to the prompt.\n\nPhysical/Common-sense Consistency:\nThe train’s proportions, motion cues, and lighting are generally plausible within a stylized anime context. The depiction of high-speed travel and futuristic infrastructure reads coherently, and there are no obvious physical contradictions. Some stylistic choices (e.g., simplified urban detail, uniform lighting) temper realism slightly, but overall the scene maintains believable physical consistency.\n\nOverall assessment:\nThe video demonstrates competent technical execution with a cohesive visual language, yet it does not fully realize the rich, detailed prompt. The three dimensions align with a mid-level evaluation: 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": "dynamic low-angle tracking shot, rendered in a vibrant anime or manga art style with sharp electronic shadows, captures a sleek, bullet-shaped, ultra-high-speed maglev train hurtling forward at incredible acceleration speeds. The train's chassis, constructed of a pearlescent white composite material, gleams under the city lights, with thin cyan light strips running lengthwise, symbolizing its magnetic levitation. At night, it traverses a dense, futuristic cityscape, hovering above a dark, minimalist approach road weaving between towering skyscrapers adorned with giant, luminous holographic advertisements. As the train accelerates, crisp white and blue dynamic speed lines violently streak across its massive, tinted panoramic windows, emphasizing the powerful linear motion and transforming the complex urban background into a beautiful, abstract blur of saturated neon. At the climactic moment, as the train passes a particularly bright fuchsia neon sign, a brilliant horizontal anamorphic lens flare blazes across the screen, creating an atmosphere of pure, overwhelming power and excitement.",
+ "seed": 29159,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_13/index_8669_seed_29159_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 2.65625,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot, rendered in a vibrant anime or manga art style with sharp electronic shadows, captures a sleek, bullet-shaped, ultra-high-speed maglev train hurtling forward at incredible acceleration speeds. The train's chassis, constructed of a pearlescent white composite material, gleams under the city lights, with thin cyan light strips running lengthwise, symbolizing its magnetic levitation. At night, it traverses a dense, futuristic cityscape, hovering above a dark, minimalist approach road weaving between towering skyscrapers adorned with giant, luminous holographic advertisements. As the train accelerates, crisp white and blue dynamic speed lines violently streak across its massive, tinted panoramic windows, emphasizing the powerful linear motion and transforming the complex urban background into a beautiful, abstract blur of saturated neon. At the climactic moment, as the train passes a particularly bright fuchsia neon sign, a brilliant horizontal anamorphic lens flare blazes across the screen, creating an atmosphere of pure, overwhelming power and excitement.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a sleek, futuristic maglev train with a white, pearlescent finish and cyan light strips, moving through a dense neon-lit cityscape at night. The sequence emphasizes high-speed motion, dramatic lighting, and a sense of technological prowess.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a consistent anime/manga aesthetic with vibrant colors and clear contrast. However, there are noticeable issues that prevent a higher rating: occasional motion blur and softness during fast movement, minor artifacting, and some inconsistencies in sharpness across frames. The lighting and neon effects contribute to the mood but do not compensate for these technical shortcomings.\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 sleek white train with cyan accents, a futuristic city backdrop, and prominent neon signage. The dynamic motion cues are present, and the scene conveys the intended atmosphere. A few minor deviations exist (e.g., slight variations in the exact color balance or the prominence of certain details), but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The train’s proportions and the stylized urban environment maintain plausible relationships within the anime aesthetic. Some aspects—such as the precise aerodynamic behavior and the interaction of light with the surface during rapid motion—are stylized rather than physically exact, which is acceptable given the artistic approach but prevents a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.015625,
+ "TA": 2.65625,
+ "MQ": 3.21875,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot featuring a sleek, futuristic maglev train with a white, pearlescent finish and cyan light strips, moving through a dense neon-lit cityscape at night. The sequence emphasizes high-speed motion, dramatic lighting, and a sense of technological prowess.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a consistent anime/manga aesthetic with vibrant colors and clear contrast. However, there are noticeable issues that prevent a higher rating: occasional motion blur and softness during fast movement, minor artifacting, and some inconsistencies in sharpness across frames. The lighting and neon effects contribute to the mood but do not compensate for these technical shortcomings.\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 sleek white train with cyan accents, a futuristic city backdrop, and prominent neon signage. The dynamic motion cues are present, and the scene conveys the intended atmosphere. A few minor deviations exist (e.g., slight variations in the exact color balance or the prominence of certain details), but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The train’s proportions and the stylized urban environment maintain plausible relationships within the anime aesthetic. Some aspects—such as the precise aerodynamic behavior and the interaction of light with the surface during rapid motion—are stylized rather than physically exact, which is acceptable given the artistic approach but prevents a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic low-angle tracking shot, rendered in a vibrant anime or manga art style with sharp electronic shadows, captures a sleek, bullet-shaped, ultra-high-speed maglev train hurtling forward at incredible acceleration speeds. The train's chassis, constructed of a pearlescent white composite material, gleams under the city lights, with thin cyan light strips running lengthwise, symbolizing its magnetic levitation. At night, it traverses a dense, futuristic cityscape, hovering above a dark, minimalist approach road weaving between towering skyscrapers adorned with giant, luminous holographic advertisements. As the train accelerates, crisp white and blue dynamic speed lines violently streak across its massive, tinted panoramic windows, emphasizing the powerful linear motion and transforming the complex urban background into a beautiful, abstract blur of saturated neon. At the climactic moment, as the train passes a particularly bright fuchsia neon sign, a brilliant horizontal anamorphic lens flare blazes across the screen, creating an atmosphere of pure, overwhelming power and excitement.",
+ "seed": 29160,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_13/index_8669_seed_29160_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.609375,
+ "video_score2_ta": 2.609375,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 8.375,
+ "avg": 8.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot, rendered in a vibrant anime or manga art style with sharp electronic shadows, captures a sleek, bullet-shaped, ultra-high-speed maglev train hurtling forward at incredible acceleration speeds. The train's chassis, constructed of a pearlescent white composite material, gleams under the city lights, with thin cyan light strips running lengthwise, symbolizing its magnetic levitation. At night, it traverses a dense, futuristic cityscape, hovering above a dark, minimalist approach road weaving between towering skyscrapers adorned with giant, luminous holographic advertisements. As the train accelerates, crisp white and blue dynamic speed lines violently streak across its massive, tinted panoramic windows, emphasizing the powerful linear motion and transforming the complex urban background into a beautiful, abstract blur of saturated neon. At the climactic moment, as the train passes a particularly bright fuchsia neon sign, a brilliant horizontal anamorphic lens flare blazes across the screen, creating an atmosphere of pure, overwhelming power and excitement.",
+ "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 dynamic low-angle tracking shot of a sleek, high-speed maglev train in a vibrant anime/manga style with sharp electronic shadows. It envisions a nighttime futuristic cityscape with a white, pearlescent train accented by cyan light strips, moving rapidly through a dense urban environment with holographic signs and dramatic speed cues. The final moment features a bright horizontal anamorphic lens flare to emphasize power and excitement.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the train, but there are noticeable issues that prevent a higher rating. Motion blur is present and contributes to speed perception, yet it occasionally obscures fine details. The lighting and color palette align with the neon-futuristic aesthetic, and the cyan accents remain visible. However, some frames exhibit slight distortions or warping during rapid motion, which slightly reduces perceived sharpness. In sum, the visuals convey the intended mood and style, but with mid-level fidelity rather than pristine realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a sleek, futuristic train with white/pearlescent coloring and cyan accents, moving through a neon-lit urban nightscape with a low-angle tracking feel. The dynamic motion and futuristic city backdrop are well represented. A few minor deviations exist: the explicit anamorphic lens flare described in the prompt is not clearly realized, and the emphasis on the train’s massive scale is not consistently pronounced. Despite these small gaps, the overall alignment remains solid and faithful to the prompt intent.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions within a stylized, futuristic context. There are occasional motion-related distortions and minor perspective shifts that can momentarily challenge strict physical realism, but they do not break the overall coherence of the sequence. The depiction remains believable within its imaginative framework, though not perfectly physically precise.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.609375,
+ "TA": 2.609375,
+ "MQ": 3.171875,
+ "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 dynamic low-angle tracking shot of a sleek, high-speed maglev train in a vibrant anime/manga style with sharp electronic shadows. It envisions a nighttime futuristic cityscape with a white, pearlescent train accented by cyan light strips, moving rapidly through a dense urban environment with holographic signs and dramatic speed cues. The final moment features a bright horizontal anamorphic lens flare to emphasize power and excitement.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the train, but there are noticeable issues that prevent a higher rating. Motion blur is present and contributes to speed perception, yet it occasionally obscures fine details. The lighting and color palette align with the neon-futuristic aesthetic, and the cyan accents remain visible. However, some frames exhibit slight distortions or warping during rapid motion, which slightly reduces perceived sharpness. In sum, the visuals convey the intended mood and style, but with mid-level fidelity rather than pristine realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a sleek, futuristic train with white/pearlescent coloring and cyan accents, moving through a neon-lit urban nightscape with a low-angle tracking feel. The dynamic motion and futuristic city backdrop are well represented. A few minor deviations exist: the explicit anamorphic lens flare described in the prompt is not clearly realized, and the emphasis on the train’s massive scale is not consistently pronounced. Despite these small gaps, the overall alignment remains solid and faithful to the prompt intent.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions within a stylized, futuristic context. There are occasional motion-related distortions and minor perspective shifts that can momentarily challenge strict physical realism, but they do not break the overall coherence of the sequence. The depiction remains believable within its imaginative framework, though not perfectly physically precise.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_14/index_tensor([7513, 7513])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_14/index_tensor([7513, 7513])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e29a014fdfb00b20f334ade1da574c80123eb530
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_14/index_tensor([7513, 7513])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium-long shot, shot from ground level, pans steadily to the right, patiently tracking two large, lushly furred adult giant pandas in a documentary style. They are nestled deep in a dense bamboo forest. Sunlight filters through the gaps between the towering, emerald green leaves, casting dappled shadows on the withered, yellow, fallen ground. One panda is slightly ahead, clumsily twisting its chubby body as it scurries forward on all fours, glancing back frequently. The other, closely behind, pursues with equal clumsiness but enthusiasm, their signature black and white fur stained with dust and grass, lending it a strikingly realistic presence. The chase culminates in a lovable misstep, and the two pandas tumble violently into each other, tumbling into a pile of soft fallen leaves. They gently pat each other's cheeks with their thick paws, silently biting each other, their bodies intertwined in a slow, awkward tumble. The entire picture is painted in natural bright green and warm ochre tones, with soft and layered light, perfectly capturing this non-aggressive, purely playful frolic, creating a tranquil, authentic, and joyful atmosphere of outdoor observation.",
+ "seed": 23396,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_14/index_7513_seed_23396_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": 2.4375,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 7.96875,
+ "avg": 7.96875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium-long shot, shot from ground level, pans steadily to the right, patiently tracking two large, lushly furred adult giant pandas in a documentary style. They are nestled deep in a dense bamboo forest. Sunlight filters through the gaps between the towering, emerald green leaves, casting dappled shadows on the withered, yellow, fallen ground. One panda is slightly ahead, clumsily twisting its chubby body as it scurries forward on all fours, glancing back frequently. The other, closely behind, pursues with equal clumsiness but enthusiasm, their signature black and white fur stained with dust and grass, lending it a strikingly realistic presence. The chase culminates in a lovable misstep, and the two pandas tumble violently into each other, tumbling into a pile of soft fallen leaves. They gently pat each other's cheeks with their thick paws, silently biting each other, their bodies intertwined in a slow, awkward tumble. The entire picture is painted in natural bright green and warm ochre tones, with soft and layered light, perfectly capturing this non-aggressive, purely playful frolic, creating a tranquil, authentic, and joyful atmosphere of outdoor observation.",
+ "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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from ground level with a steady rightward pan, following two large, lushly furred adult giant pandas in a documentary style through a dense bamboo forest. Sunlight filters through the canopy, casting dappled shadows on a withered, yellow ground. One panda leads while the other follows, with playful, non-aggressive interactions and a gentle tumble into a pile of leaves, conveying a tranquil, authentic outdoor observation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some grain and mild compression artifacts that do not dominate the image. There is occasional motion blur during movement, but the subjects remain identifiable. Color saturation is slightly elevated, giving a vivid look without fully compromising realism. Lighting remains consistent across shots, and the background vegetation is reasonably detailed. While not pristine, the visuals are coherent and readable, aligning with a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents two adult pandas in a bamboo-rich setting with ground-level perspective and a rightward camera motion. The scene captures the general mood and elements described in the prompt, including sunlight filtering through foliage and a playful interaction. Some nuanced details—such as precise paw contact, exact timing of the tumble, or the depth of the forest—are not perfectly matched, but the core elements and sequence are well represented, yielding high fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The behavior and environment feel plausible for giant pandas in a natural habitat, with believable proportions and interactions. Minor inconsistencies exist in paw contact dynamics and the exact moment of the tumble, which prevents a perfect match to real-world physics, though nothing is egregiously 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": 2.4375,
+ "TA": 2.34375,
+ "MQ": 3.1875,
+ "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 medium-long shot from ground level with a steady rightward pan, following two large, lushly furred adult giant pandas in a documentary style through a dense bamboo forest. Sunlight filters through the canopy, casting dappled shadows on a withered, yellow ground. One panda leads while the other follows, with playful, non-aggressive interactions and a gentle tumble into a pile of leaves, conveying a tranquil, authentic outdoor observation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some grain and mild compression artifacts that do not dominate the image. There is occasional motion blur during movement, but the subjects remain identifiable. Color saturation is slightly elevated, giving a vivid look without fully compromising realism. Lighting remains consistent across shots, and the background vegetation is reasonably detailed. While not pristine, the visuals are coherent and readable, aligning with a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents two adult pandas in a bamboo-rich setting with ground-level perspective and a rightward camera motion. The scene captures the general mood and elements described in the prompt, including sunlight filtering through foliage and a playful interaction. Some nuanced details—such as precise paw contact, exact timing of the tumble, or the depth of the forest—are not perfectly matched, but the core elements and sequence are well represented, yielding high fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The behavior and environment feel plausible for giant pandas in a natural habitat, with believable proportions and interactions. Minor inconsistencies exist in paw contact dynamics and the exact moment of the tumble, which prevents a perfect match to real-world physics, though nothing is egregiously implausible.\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 ground level, pans steadily to the right, patiently tracking two large, lushly furred adult giant pandas in a documentary style. They are nestled deep in a dense bamboo forest. Sunlight filters through the gaps between the towering, emerald green leaves, casting dappled shadows on the withered, yellow, fallen ground. One panda is slightly ahead, clumsily twisting its chubby body as it scurries forward on all fours, glancing back frequently. The other, closely behind, pursues with equal clumsiness but enthusiasm, their signature black and white fur stained with dust and grass, lending it a strikingly realistic presence. The chase culminates in a lovable misstep, and the two pandas tumble violently into each other, tumbling into a pile of soft fallen leaves. They gently pat each other's cheeks with their thick paws, silently biting each other, their bodies intertwined in a slow, awkward tumble. The entire picture is painted in natural bright green and warm ochre tones, with soft and layered light, perfectly capturing this non-aggressive, purely playful frolic, creating a tranquil, authentic, and joyful atmosphere of outdoor observation.",
+ "seed": 23397,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_14/index_7513_seed_23397_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": 2.515625,
+ "video_score2_ta": 2.3125,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 7.75,
+ "avg": 7.78125,
+ "reward_records": [
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+ "question": "medium-long shot, shot from ground level, pans steadily to the right, patiently tracking two large, lushly furred adult giant pandas in a documentary style. They are nestled deep in a dense bamboo forest. Sunlight filters through the gaps between the towering, emerald green leaves, casting dappled shadows on the withered, yellow, fallen ground. One panda is slightly ahead, clumsily twisting its chubby body as it scurries forward on all fours, glancing back frequently. The other, closely behind, pursues with equal clumsiness but enthusiasm, their signature black and white fur stained with dust and grass, lending it a strikingly realistic presence. The chase culminates in a lovable misstep, and the two pandas tumble violently into each other, tumbling into a pile of soft fallen leaves. They gently pat each other's cheeks with their thick paws, silently biting each other, their bodies intertwined in a slow, awkward tumble. The entire picture is painted in natural bright green and warm ochre tones, with soft and layered light, perfectly capturing this non-aggressive, purely playful frolic, creating a tranquil, authentic, and joyful atmosphere of outdoor observation.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 ground level with a steady rightward pan, following two large, lushly furred adult giant pandas in a documentary style through a dense bamboo forest. Sunlight filters through the canopy, casting dappled shadows on a withered, yellow ground. One panda is slightly ahead, moving with a clumsy gait; the other follows with equal awkwardness but enthusiasm. The sequence includes a playful tumble into a pile of soft fallen leaves, with gentle pawing and biting, culminating in a tranquil, joyful outdoor moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during movement. There are no major distortions or artifacts, and lighting remains natural and consistent across shots. The footage is watchable and coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents two pandas in a bamboo setting with a ground-level perspective and a gentle, playful interaction. However, several specific prompt details are not clearly realized: the precise camera motion (steady right pan), the exact ground texture (withered, yellow leaves), and the explicit sequence of a distinct head-bite during the tumble are not consistently depicted. The overall mood and setting align with the prompt, but key narrative elements are only partially realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The panda movements appear plausible and the interactions feel believable within typical behavior. There are minor timing or contact nuances that could be refined, but nothing severely breaks realism. Overall, the scene maintains credible animal dynamics and environmental 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": 2.515625,
+ "TA": 2.3125,
+ "MQ": 2.953125,
+ "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 medium-long shot from ground level with a steady rightward pan, following two large, lushly furred adult giant pandas in a documentary style through a dense bamboo forest. Sunlight filters through the canopy, casting dappled shadows on a withered, yellow ground. One panda is slightly ahead, moving with a clumsy gait; the other follows with equal awkwardness but enthusiasm. The sequence includes a playful tumble into a pile of soft fallen leaves, with gentle pawing and biting, culminating in a tranquil, joyful outdoor moment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during movement. There are no major distortions or artifacts, and lighting remains natural and consistent across shots. The footage is watchable and coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents two pandas in a bamboo setting with a ground-level perspective and a gentle, playful interaction. However, several specific prompt details are not clearly realized: the precise camera motion (steady right pan), the exact ground texture (withered, yellow leaves), and the explicit sequence of a distinct head-bite during the tumble are not consistently depicted. The overall mood and setting align with the prompt, but key narrative elements are only partially realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The panda movements appear plausible and the interactions feel believable within typical behavior. There are minor timing or contact nuances that could be refined, but nothing severely breaks realism. Overall, the scene maintains credible animal dynamics and environmental context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium-long shot, shot from ground level, pans steadily to the right, patiently tracking two large, lushly furred adult giant pandas in a documentary style. They are nestled deep in a dense bamboo forest. Sunlight filters through the gaps between the towering, emerald green leaves, casting dappled shadows on the withered, yellow, fallen ground. One panda is slightly ahead, clumsily twisting its chubby body as it scurries forward on all fours, glancing back frequently. The other, closely behind, pursues with equal clumsiness but enthusiasm, their signature black and white fur stained with dust and grass, lending it a strikingly realistic presence. The chase culminates in a lovable misstep, and the two pandas tumble violently into each other, tumbling into a pile of soft fallen leaves. They gently pat each other's cheeks with their thick paws, silently biting each other, their bodies intertwined in a slow, awkward tumble. The entire picture is painted in natural bright green and warm ochre tones, with soft and layered light, perfectly capturing this non-aggressive, purely playful frolic, creating a tranquil, authentic, and joyful atmosphere of outdoor observation.",
+ "seed": 23398,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_14/index_7513_seed_23398_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.03125,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 8.25,
+ "avg": 8.25,
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+ "question": "medium-long shot, shot from ground level, pans steadily to the right, patiently tracking two large, lushly furred adult giant pandas in a documentary style. They are nestled deep in a dense bamboo forest. Sunlight filters through the gaps between the towering, emerald green leaves, casting dappled shadows on the withered, yellow, fallen ground. One panda is slightly ahead, clumsily twisting its chubby body as it scurries forward on all fours, glancing back frequently. The other, closely behind, pursues with equal clumsiness but enthusiasm, their signature black and white fur stained with dust and grass, lending it a strikingly realistic presence. The chase culminates in a lovable misstep, and the two pandas tumble violently into each other, tumbling into a pile of soft fallen leaves. They gently pat each other's cheeks with their thick paws, silently biting each other, their bodies intertwined in a slow, awkward tumble. The entire picture is painted in natural bright green and warm ochre tones, with soft and layered light, perfectly capturing this non-aggressive, purely playful frolic, creating a tranquil, authentic, and joyful atmosphere of outdoor observation.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 ground level with a steady rightward pan, following two large, lushly furred adult giant pandas in a documentary style through a dense bamboo forest. Sunlight filters through the canopy, casting dappled shadows on a withered, yellow ground. One panda leads while the other follows, with playful, non-aggressive interactions and gentle contact that convey a tranquil, authentic outdoor observation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show some blur and occasional motion artifacts, but the scene remains recognizable. There are occasional distortions in the panda shapes during movement, yet these do not dominate the viewing experience. The background vegetation and lighting are generally coherent, though some frame-to-frame inconsistencies persist. In sum, the video presents a fair level of visual fidelity with room for improvement.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: two pandas, a ground-level perspective, a rightward camera motion, and a bamboo-forest setting with filtered sunlight and dappled shadows. The sequence conveys a playful interaction and a gentle, observational tone consistent with the prompt. Minor deviations exist in exact pacing or framing, but they do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are occasional anatomical irregularities in the panda shapes and some unnatural movements, but these are not pervasive across all frames. Interactions with the environment remain plausible, and the scene maintains overall coherence despite these 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": 2.03125,
+ "TA": 3.078125,
+ "MQ": 3.140625,
+ "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 medium-long shot from ground level with a steady rightward pan, following two large, lushly furred adult giant pandas in a documentary style through a dense bamboo forest. Sunlight filters through the canopy, casting dappled shadows on a withered, yellow ground. One panda leads while the other follows, with playful, non-aggressive interactions and gentle contact that convey a tranquil, authentic outdoor observation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show some blur and occasional motion artifacts, but the scene remains recognizable. There are occasional distortions in the panda shapes during movement, yet these do not dominate the viewing experience. The background vegetation and lighting are generally coherent, though some frame-to-frame inconsistencies persist. In sum, the video presents a fair level of visual fidelity with room for improvement.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: two pandas, a ground-level perspective, a rightward camera motion, and a bamboo-forest setting with filtered sunlight and dappled shadows. The sequence conveys a playful interaction and a gentle, observational tone consistent with the prompt. Minor deviations exist in exact pacing or framing, but they do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are occasional anatomical irregularities in the panda shapes and some unnatural movements, but these are not pervasive across all frames. Interactions with the environment remain plausible, and the scene maintains overall coherence despite these inconsistencies.\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": 23399,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_14/index_7513_seed_23399_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": 2.859375,
+ "video_score2_ta": 2.0625,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 7.9375,
+ "avg": 7.90625,
+ "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 medium-long shot from ground level with a steady rightward pan, following two large, lushly furred adult giant pandas in a documentary style through a dense bamboo forest. Sunlight filters through the canopy, casting dappled shadows on a ground with fallen leaves. One panda leads while the other follows, with playful, non-aggressive interactions and a gentle tumble into a pile of leaves, conveying a tranquil, authentic outdoor observation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color balance, with lighting that generally aligns with the described scene. However, there are occasional minor artifacts and slight inconsistencies in sharpness across frames, preventing a higher rating. The sequence remains coherent and watchable, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as ground-level perspective, a rightward camera movement, and the presence of two pandas in a bamboo setting with filtered sunlight and a forest floor. However, certain nuanced aspects of the prompt—specifically the precise motion dynamics and the exact interaction between the two pandas—are not fully realized, resulting in only partial fidelity to the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible panda anatomy and behavior within a natural environment, with believable lighting and spatial relationships. Some minor deviations in motion timing or interaction details prevent a stronger sense of realism, though overall coherence remains intact.\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": 2.0625,
+ "MQ": 2.984375,
+ "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 medium-long shot from ground level with a steady rightward pan, following two large, lushly furred adult giant pandas in a documentary style through a dense bamboo forest. Sunlight filters through the canopy, casting dappled shadows on a ground with fallen leaves. One panda leads while the other follows, with playful, non-aggressive interactions and a gentle tumble into a pile of leaves, conveying a tranquil, authentic outdoor observation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural color balance, with lighting that generally aligns with the described scene. However, there are occasional minor artifacts and slight inconsistencies in sharpness across frames, preventing a higher rating. The sequence remains coherent and watchable, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as ground-level perspective, a rightward camera movement, and the presence of two pandas in a bamboo setting with filtered sunlight and a forest floor. However, certain nuanced aspects of the prompt—specifically the precise motion dynamics and the exact interaction between the two pandas—are not fully realized, resulting in only partial fidelity to the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible panda anatomy and behavior within a natural environment, with believable lighting and spatial relationships. Some minor deviations in motion timing or interaction details prevent a stronger sense of realism, though overall coherence remains intact.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_15/index_tensor([2479, 2479])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_15/index_tensor([2479, 2479])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4bd16c7fb488c37e10e916edc8920d586aaa45dd
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_15/index_tensor([2479, 2479])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "majestic wide-angle shot, rendered in the beautiful Ghibli animation style with rich, hand-painted textures, reveals the heart of a vast underground cavern. At the center of this subterranean world, a vast, multi-faceted crystal heart shimmers with a slow, rhythmic, ethereal glow, its light cycling through soft hues of rose, lavender, and warm gold. Surrounding the heart, countless smaller, glowing crystal fragments drift and dance along slow, graceful celestial orbits, weaving intricate paths and leaving faint, shimmering trails in their wake. The camera begins a slow, steady push-in, moving smoothly toward the group of floating gems. As the camera draws closer, the focus gently shifts, causing the magnificent cavern and the heart in the background to melt into a beautiful, blurred tapestry of color and light. The foreground fragments, now in sharp focus, reveal their intricate crystalline structure and the soft inner glow they emit. Their gentle light washes over the scene in ever-changing patterns, imbuing the entire sequence with a tranquil, wondrous, and dreamlike atmosphere.",
+ "seed": 3897,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_15/index_2479_seed_3897_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 1.9375,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.0625,
+ "avg": 8.046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "majestic wide-angle shot, rendered in the beautiful Ghibli animation style with rich, hand-painted textures, reveals the heart of a vast underground cavern. At the center of this subterranean world, a vast, multi-faceted crystal heart shimmers with a slow, rhythmic, ethereal glow, its light cycling through soft hues of rose, lavender, and warm gold. Surrounding the heart, countless smaller, glowing crystal fragments drift and dance along slow, graceful celestial orbits, weaving intricate paths and leaving faint, shimmering trails in their wake. The camera begins a slow, steady push-in, moving smoothly toward the group of floating gems. As the camera draws closer, the focus gently shifts, causing the magnificent cavern and the heart in the background to melt into a beautiful, blurred tapestry of color and light. The foreground fragments, now in sharp focus, reveal their intricate crystalline structure and the soft inner glow they emit. Their gentle light washes over the scene in ever-changing patterns, imbuing the entire sequence with a tranquil, wondrous, and dreamlike 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 to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a majestic wide-angle shot in a Ghibli-inspired style revealing the heart of a vast underground cavern. A central multi-faceted crystal heart emits a slow, rhythmic ethereal glow, with light cycling through rose, lavender, and warm gold. Countless smaller glowing crystal fragments drift around in slow, graceful celestial orbits, weaving paths and leaving shimmering trails. The camera should push in slowly, focusing on the foreground gems as they come into sharper focus while the background remains softly blurred, creating a tranquil, wondrous, and dreamlike atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and occasional blur that reduces fine detail. The color palette remains consistently rose/pink with hints of lavender and gold, and the lighting maintains a gentle, ethereal mood. The overall rendering is coherent and aesthetically pleasing, but the level of crispness and texture detail does not reach high-end quality. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements such as the wide-angle framing, the central crystal heart, and the soft color palette with gentle illumination. However, crucial aspects described in the prompt—countless smaller floating gems, their intricate crystalline structures, and the dynamic movement of celestial-like paths—are not clearly realized. The result aligns with parts of the prompt but misses essential components, yielding a moderate alignment score. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible fantasy environment with consistent lighting, color harmony, and a coherent spatial arrangement. The ethereal glow and soft focus contribute to a dreamlike quality without introducing obvious logical contradictions. Overall Physical/Common-sense Consistency score: 3/5.\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": 3.0,
+ "TA": 1.9375,
+ "MQ": 3.109375,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a majestic wide-angle shot in a Ghibli-inspired style revealing the heart of a vast underground cavern. A central multi-faceted crystal heart emits a slow, rhythmic ethereal glow, with light cycling through rose, lavender, and warm gold. Countless smaller glowing crystal fragments drift around in slow, graceful celestial orbits, weaving paths and leaving shimmering trails. The camera should push in slowly, focusing on the foreground gems as they come into sharper focus while the background remains softly blurred, creating a tranquil, wondrous, and dreamlike atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and occasional blur that reduces fine detail. The color palette remains consistently rose/pink with hints of lavender and gold, and the lighting maintains a gentle, ethereal mood. The overall rendering is coherent and aesthetically pleasing, but the level of crispness and texture detail does not reach high-end quality. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements such as the wide-angle framing, the central crystal heart, and the soft color palette with gentle illumination. However, crucial aspects described in the prompt—countless smaller floating gems, their intricate crystalline structures, and the dynamic movement of celestial-like paths—are not clearly realized. The result aligns with parts of the prompt but misses essential components, yielding a moderate alignment score. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible fantasy environment with consistent lighting, color harmony, and a coherent spatial arrangement. The ethereal glow and soft focus contribute to a dreamlike quality without introducing obvious logical contradictions. Overall Physical/Common-sense Consistency score: 3/5.\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": "majestic wide-angle shot, rendered in the beautiful Ghibli animation style with rich, hand-painted textures, reveals the heart of a vast underground cavern. At the center of this subterranean world, a vast, multi-faceted crystal heart shimmers with a slow, rhythmic, ethereal glow, its light cycling through soft hues of rose, lavender, and warm gold. Surrounding the heart, countless smaller, glowing crystal fragments drift and dance along slow, graceful celestial orbits, weaving intricate paths and leaving faint, shimmering trails in their wake. The camera begins a slow, steady push-in, moving smoothly toward the group of floating gems. As the camera draws closer, the focus gently shifts, causing the magnificent cavern and the heart in the background to melt into a beautiful, blurred tapestry of color and light. The foreground fragments, now in sharp focus, reveal their intricate crystalline structure and the soft inner glow they emit. Their gentle light washes over the scene in ever-changing patterns, imbuing the entire sequence with a tranquil, wondrous, and dreamlike atmosphere.",
+ "seed": 3898,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_15/index_2479_seed_3898_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": 3.203125,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.875,
+ "avg": 8.84375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "majestic wide-angle shot, rendered in the beautiful Ghibli animation style with rich, hand-painted textures, reveals the heart of a vast underground cavern. At the center of this subterranean world, a vast, multi-faceted crystal heart shimmers with a slow, rhythmic, ethereal glow, its light cycling through soft hues of rose, lavender, and warm gold. Surrounding the heart, countless smaller, glowing crystal fragments drift and dance along slow, graceful celestial orbits, weaving intricate paths and leaving faint, shimmering trails in their wake. The camera begins a slow, steady push-in, moving smoothly toward the group of floating gems. As the camera draws closer, the focus gently shifts, causing the magnificent cavern and the heart in the background to melt into a beautiful, blurred tapestry of color and light. The foreground fragments, now in sharp focus, reveal their intricate crystalline structure and the soft inner glow they emit. Their gentle light washes over the scene in ever-changing patterns, imbuing the entire sequence with a tranquil, wondrous, and dreamlike atmosphere.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic wide-angle shot in a Ghibli-inspired style revealing a vast underground cavern, with a central multi-faceted crystal heart that glows and emits light in soft hues. Smaller glowing fragments orbit around the heart, weaving paths as the camera slowly pushes in, transitioning focus to foreground gems, and washing the scene with light to create a tranquil, dreamlike atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional blur, but no major artifacts or distortions. The color palette remains consistent with purples, pinks, and warm tones, and lighting effects are present though not exceptionally refined. The sequence maintains a cohesive look across frames, but it does not reach high-end sharpness or ultra-detailed rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the central crystal heart, the warm glow, and the general color scheme, and it includes a sense of motion and depth. However, certain aspects described in the prompt—specifically the precise Ghibli-like hand-painted texture, the exact composition of a vast cavern, and the intricate choreography of the surrounding crystals—are not fully realized. The result reflects partial success rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible light behavior and spatial relationships, with the crystal heart emitting light and the surrounding fragments responding with subtle illumination. Yet there are minor inconsistencies in scale, interaction timing, and the dynamics of the smaller fragments that prevent a higher level of realism. Overall, the scene remains coherent and believable within its fantasy 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": 3.203125,
+ "TA": 2.53125,
+ "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 majestic wide-angle shot in a Ghibli-inspired style revealing a vast underground cavern, with a central multi-faceted crystal heart that glows and emits light in soft hues. Smaller glowing fragments orbit around the heart, weaving paths as the camera slowly pushes in, transitioning focus to foreground gems, and washing the scene with light to create a tranquil, dreamlike atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional blur, but no major artifacts or distortions. The color palette remains consistent with purples, pinks, and warm tones, and lighting effects are present though not exceptionally refined. The sequence maintains a cohesive look across frames, but it does not reach high-end sharpness or ultra-detailed rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the central crystal heart, the warm glow, and the general color scheme, and it includes a sense of motion and depth. However, certain aspects described in the prompt—specifically the precise Ghibli-like hand-painted texture, the exact composition of a vast cavern, and the intricate choreography of the surrounding crystals—are not fully realized. The result reflects partial success rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible light behavior and spatial relationships, with the crystal heart emitting light and the surrounding fragments responding with subtle illumination. Yet there are minor inconsistencies in scale, interaction timing, and the dynamics of the smaller fragments that prevent a higher level of realism. Overall, the scene remains coherent and believable within its fantasy context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "majestic wide-angle shot, rendered in the beautiful Ghibli animation style with rich, hand-painted textures, reveals the heart of a vast underground cavern. At the center of this subterranean world, a vast, multi-faceted crystal heart shimmers with a slow, rhythmic, ethereal glow, its light cycling through soft hues of rose, lavender, and warm gold. Surrounding the heart, countless smaller, glowing crystal fragments drift and dance along slow, graceful celestial orbits, weaving intricate paths and leaving faint, shimmering trails in their wake. The camera begins a slow, steady push-in, moving smoothly toward the group of floating gems. As the camera draws closer, the focus gently shifts, causing the magnificent cavern and the heart in the background to melt into a beautiful, blurred tapestry of color and light. The foreground fragments, now in sharp focus, reveal their intricate crystalline structure and the soft inner glow they emit. Their gentle light washes over the scene in ever-changing patterns, imbuing the entire sequence with a tranquil, wondrous, and dreamlike atmosphere.",
+ "seed": 3899,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_15/index_2479_seed_3899_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 2.578125,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.75,
+ "avg": 8.765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "majestic wide-angle shot, rendered in the beautiful Ghibli animation style with rich, hand-painted textures, reveals the heart of a vast underground cavern. At the center of this subterranean world, a vast, multi-faceted crystal heart shimmers with a slow, rhythmic, ethereal glow, its light cycling through soft hues of rose, lavender, and warm gold. Surrounding the heart, countless smaller, glowing crystal fragments drift and dance along slow, graceful celestial orbits, weaving intricate paths and leaving faint, shimmering trails in their wake. The camera begins a slow, steady push-in, moving smoothly toward the group of floating gems. As the camera draws closer, the focus gently shifts, causing the magnificent cavern and the heart in the background to melt into a beautiful, blurred tapestry of color and light. The foreground fragments, now in sharp focus, reveal their intricate crystalline structure and the soft inner glow they emit. Their gentle light washes over the scene in ever-changing patterns, imbuing the entire sequence with a tranquil, wondrous, and dreamlike atmosphere.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic wide-angle shot in a Ghibli-inspired style revealing the heart of a vast underground cavern. A central multi-faceted crystal heart emits a slow, rhythmic ethereal glow, transitioning through soft hues of rose, lavender, and warm gold. Countless smaller glowing crystal fragments drift around in slow, graceful celestial orbits, weaving paths and leaving faint shimmering trails. The camera should push in slowly, focusing on the foreground gems as they come into sharper focus, with the background melting into a colorful, blurred tapestry. Overall, the scene aims for a tranquil, wondrous, and dreamlike atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur that reduces fine detail. The color palette remains consistent with pinks, purples, and warm tones, and there is a gentle glow and atmospheric lighting. The overall look has a dreamy, ethereal quality, but the level of sharpness and fine texture is not high, resulting in a mid-range impression rather than a pristine render.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a central crystal heart, surrounding smaller crystals, and a soft, ethereal glow — and conveys a dreamlike mood. However, the execution does not fully realize the described dynamic camera movement (a slow, steady push-in) or the precise spatial relationships implied by the prompt. The result is a moderate alignment: core motifs are present, but the motion and composition do not consistently match the intended cinematic progression.\n\nPhysical Consistency (Common-sense):\nLighting, color harmony, and the arrangement of crystals follow plausible internal logic within the fantasy setting. There are no obvious contradictions between objects, lighting, and motion, and the scene maintains coherent spatial relationships throughout. Overall, physical consistency is solid for a fantasy context, though not exceptional.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with Visual Quality, Text-to-Video Alignment, and Physical Consistency each aligning with a middle-ground rating.\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": 2.578125,
+ "MQ": 3.125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic wide-angle shot in a Ghibli-inspired style revealing the heart of a vast underground cavern. A central multi-faceted crystal heart emits a slow, rhythmic ethereal glow, transitioning through soft hues of rose, lavender, and warm gold. Countless smaller glowing crystal fragments drift around in slow, graceful celestial orbits, weaving paths and leaving faint shimmering trails. The camera should push in slowly, focusing on the foreground gems as they come into sharper focus, with the background melting into a colorful, blurred tapestry. Overall, the scene aims for a tranquil, wondrous, and dreamlike atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur that reduces fine detail. The color palette remains consistent with pinks, purples, and warm tones, and there is a gentle glow and atmospheric lighting. The overall look has a dreamy, ethereal quality, but the level of sharpness and fine texture is not high, resulting in a mid-range impression rather than a pristine render.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a central crystal heart, surrounding smaller crystals, and a soft, ethereal glow — and conveys a dreamlike mood. However, the execution does not fully realize the described dynamic camera movement (a slow, steady push-in) or the precise spatial relationships implied by the prompt. The result is a moderate alignment: core motifs are present, but the motion and composition do not consistently match the intended cinematic progression.\n\nPhysical Consistency (Common-sense):\nLighting, color harmony, and the arrangement of crystals follow plausible internal logic within the fantasy setting. There are no obvious contradictions between objects, lighting, and motion, and the scene maintains coherent spatial relationships throughout. Overall, physical consistency is solid for a fantasy context, though not exceptional.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with Visual Quality, Text-to-Video Alignment, and Physical Consistency each aligning with a middle-ground rating.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "majestic wide-angle shot, rendered in the beautiful Ghibli animation style with rich, hand-painted textures, reveals the heart of a vast underground cavern. At the center of this subterranean world, a vast, multi-faceted crystal heart shimmers with a slow, rhythmic, ethereal glow, its light cycling through soft hues of rose, lavender, and warm gold. Surrounding the heart, countless smaller, glowing crystal fragments drift and dance along slow, graceful celestial orbits, weaving intricate paths and leaving faint, shimmering trails in their wake. The camera begins a slow, steady push-in, moving smoothly toward the group of floating gems. As the camera draws closer, the focus gently shifts, causing the magnificent cavern and the heart in the background to melt into a beautiful, blurred tapestry of color and light. The foreground fragments, now in sharp focus, reveal their intricate crystalline structure and the soft inner glow they emit. Their gentle light washes over the scene in ever-changing patterns, imbuing the entire sequence with a tranquil, wondrous, and dreamlike atmosphere.",
+ "seed": 3900,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_15/index_2479_seed_3900_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": 2.671875,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 7.84375,
+ "avg": 7.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "majestic wide-angle shot, rendered in the beautiful Ghibli animation style with rich, hand-painted textures, reveals the heart of a vast underground cavern. At the center of this subterranean world, a vast, multi-faceted crystal heart shimmers with a slow, rhythmic, ethereal glow, its light cycling through soft hues of rose, lavender, and warm gold. Surrounding the heart, countless smaller, glowing crystal fragments drift and dance along slow, graceful celestial orbits, weaving intricate paths and leaving faint, shimmering trails in their wake. The camera begins a slow, steady push-in, moving smoothly toward the group of floating gems. As the camera draws closer, the focus gently shifts, causing the magnificent cavern and the heart in the background to melt into a beautiful, blurred tapestry of color and light. The foreground fragments, now in sharp focus, reveal their intricate crystalline structure and the soft inner glow they emit. Their gentle light washes over the scene in ever-changing patterns, imbuing the entire sequence with a tranquil, wondrous, and dreamlike atmosphere.",
+ "token_credit_reward": 7.84375,
+ "selected_reward": 7.84375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic wide-angle shot in a Ghibli-inspired style featuring a vast underground cavern with a central multi-faceted crystal heart that glows in rose, lavender, and warm gold. Smaller glowing fragments orbit around the heart, weaving paths as the camera slowly pushes in, revealing intricate crystalline structures and a tranquil, wondrous atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but the overall composition remains coherent. The color palette stays within warm rose-gold tones with lavender accents, and the glow effects are present without being overly dominant. There is no obvious distortion or major artifact, and transitions between frames are smooth. Overall, the visual quality is acceptable and consistent with a mid-range rendering rather than a pristine, high-detail result.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a wide-angle framing, a central glowing crystal heart, and a warm, ethereal ambiance. However, key aspects are underrepresented: there are no clearly visible smaller floating fragments, and the described dynamic motion (fragments drifting and weaving intricate paths) is not convincingly realized. The camera movement toward the group of floating gems is not evident, and the overall motion feels relatively static. The alignment is therefore moderate: some prompt components are satisfied, while others are missing or only partially suggested.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the crystal forms, lighting, and spatial relationships behave plausibly within the fantasy context, and there are no glaring inconsistencies in scale or interaction. The overall physical behavior is reasonable, though the lack of the described dynamic interactions reduces the perceived completeness of the scene.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in achieving higher fidelity to the prompt and more pronounced motion 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": 2.671875,
+ "TA": 2.109375,
+ "MQ": 3.0625,
+ "Overall": 7.84375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic wide-angle shot in a Ghibli-inspired style featuring a vast underground cavern with a central multi-faceted crystal heart that glows in rose, lavender, and warm gold. Smaller glowing fragments orbit around the heart, weaving paths as the camera slowly pushes in, revealing intricate crystalline structures and a tranquil, wondrous atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but the overall composition remains coherent. The color palette stays within warm rose-gold tones with lavender accents, and the glow effects are present without being overly dominant. There is no obvious distortion or major artifact, and transitions between frames are smooth. Overall, the visual quality is acceptable and consistent with a mid-range rendering rather than a pristine, high-detail result.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a wide-angle framing, a central glowing crystal heart, and a warm, ethereal ambiance. However, key aspects are underrepresented: there are no clearly visible smaller floating fragments, and the described dynamic motion (fragments drifting and weaving intricate paths) is not convincingly realized. The camera movement toward the group of floating gems is not evident, and the overall motion feels relatively static. The alignment is therefore moderate: some prompt components are satisfied, while others are missing or only partially suggested.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the crystal forms, lighting, and spatial relationships behave plausibly within the fantasy context, and there are no glaring inconsistencies in scale or interaction. The overall physical behavior is reasonable, though the lack of the described dynamic interactions reduces the perceived completeness of the scene.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in achieving higher fidelity to the prompt and more pronounced motion 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/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_2/index_tensor([9623, 9623])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_2/index_tensor([9623, 9623])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8394884183fd289bd19c895908234a5d55da933a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_2/index_tensor([9623, 9623])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "high-angle, wide-angle lens tilts slowly from left to right, revealing the bustling open-air vegetable market crammed into the town's dilapidated streets. The sidewalk is cracked and uneven, coated in a fine dust that sways into a faint cloud as footsteps sway. The narrow avenue is lined with weathered, two-story buildings with peeling paint and faded awnings, casting deep shadows that contrast starkly with the bright, direct sunlight. Along either side of the road, vendors perch on low wooden benches or sit directly on woven mats, presiding over their wares. Before them, vibrant rows of fresh produce are arranged in tarps and wicker baskets: piles of dark green leafy vegetables, mounds of dirt-caked potatoes and carrots, and pyramids of glistening red tomatoes. A steady, dense stream of people flows purposefully through the market's central artery, their movement creating a continuous, fluid motion. Some stop, stand, or squat to carefully examine the vegetables, while others, carrying woven bags on their backs, weave through the crowds. The event was a lively micro-event: vendors weighed produce on old-fashioned scales, customers pointed decisively at piles of herbs, and small groups momentarily blocked the flow while haggling. The scene was bathed in the hazy morning light, creating a palette of soft earthy tones from the dirt and buildings, dramatically punctuated by the saturated, natural colors of the produce. The overall atmosphere was vibrant, chaotic, yet authentic to daily life—a raw and immersive slice of community commerce.",
+ "seed": 15038,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_2/index_9623_seed_15038_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.546875,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.5,
+ "avg": 9.484375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-angle, wide-angle lens tilts slowly from left to right, revealing the bustling open-air vegetable market crammed into the town's dilapidated streets. The sidewalk is cracked and uneven, coated in a fine dust that sways into a faint cloud as footsteps sway. The narrow avenue is lined with weathered, two-story buildings with peeling paint and faded awnings, casting deep shadows that contrast starkly with the bright, direct sunlight. Along either side of the road, vendors perch on low wooden benches or sit directly on woven mats, presiding over their wares. Before them, vibrant rows of fresh produce are arranged in tarps and wicker baskets: piles of dark green leafy vegetables, mounds of dirt-caked potatoes and carrots, and pyramids of glistening red tomatoes. A steady, dense stream of people flows purposefully through the market's central artery, their movement creating a continuous, fluid motion. Some stop, stand, or squat to carefully examine the vegetables, while others, carrying woven bags on their backs, weave through the crowds. The event was a lively micro-event: vendors weighed produce on old-fashioned scales, customers pointed decisively at piles of herbs, and small groups momentarily blocked the flow while haggling. The scene was bathed in the hazy morning light, creating a palette of soft earthy tones from the dirt and buildings, dramatically punctuated by the saturated, natural colors of the produce. The overall atmosphere was vibrant, chaotic, yet authentic to daily life—a raw and immersive slice of community commerce.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle view of a bustling open-air vegetable market on a town's dilapidated street. The scene features a cracked, dusty sidewalk, weathered two-story buildings with peeling paint and faded awnings, and bright daylight. Vendors sit on low wooden benches or on woven mats, with rows of produce displayed under tarps and wicker baskets. A steady stream of people moves through the market, some stopping to inspect vegetables, others carrying woven bags. The atmosphere is vibrant, chaotic, and authentic to daily life.\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 on moving subjects. There are occasional compression artifacts and mild noise, and color grading appears slightly washed out, reducing vibrancy. The sequence remains reasonably stable with no major distortions, though sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a high-angle wide shot of a bustling market on a dilapidated street, cracked/dusty ground, weathered buildings with peeling paint and faded awnings, bright daylight, and visible vendor activity. Produce displays and the general market atmosphere align well with the description. Minor deviations exist in exact positioning of stalls and crowd density, but these do not significantly detract from overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics and human behavior, with natural interactions between vendors and customers. However, there are subtle inconsistencies in crowd dynamics and spatial relationships that prevent a higher score; overall, the scene remains believable but not perfectly 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": 2.546875,
+ "TA": 3.75,
+ "MQ": 3.1875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle view of a bustling open-air vegetable market on a town's dilapidated street. The scene features a cracked, dusty sidewalk, weathered two-story buildings with peeling paint and faded awnings, and bright daylight. Vendors sit on low wooden benches or on woven mats, with rows of produce displayed under tarps and wicker baskets. A steady stream of people moves through the market, some stopping to inspect vegetables, others carrying woven bags. The atmosphere is vibrant, chaotic, and authentic to daily life.\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 on moving subjects. There are occasional compression artifacts and mild noise, and color grading appears slightly washed out, reducing vibrancy. The sequence remains reasonably stable with no major distortions, though sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a high-angle wide shot of a bustling market on a dilapidated street, cracked/dusty ground, weathered buildings with peeling paint and faded awnings, bright daylight, and visible vendor activity. Produce displays and the general market atmosphere align well with the description. Minor deviations exist in exact positioning of stalls and crowd density, but these do not significantly detract from overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics and human behavior, with natural interactions between vendors and customers. However, there are subtle inconsistencies in crowd dynamics and spatial relationships that prevent a higher score; overall, the scene remains believable but not perfectly coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle, wide-angle lens tilts slowly from left to right, revealing the bustling open-air vegetable market crammed into the town's dilapidated streets. The sidewalk is cracked and uneven, coated in a fine dust that sways into a faint cloud as footsteps sway. The narrow avenue is lined with weathered, two-story buildings with peeling paint and faded awnings, casting deep shadows that contrast starkly with the bright, direct sunlight. Along either side of the road, vendors perch on low wooden benches or sit directly on woven mats, presiding over their wares. Before them, vibrant rows of fresh produce are arranged in tarps and wicker baskets: piles of dark green leafy vegetables, mounds of dirt-caked potatoes and carrots, and pyramids of glistening red tomatoes. A steady, dense stream of people flows purposefully through the market's central artery, their movement creating a continuous, fluid motion. Some stop, stand, or squat to carefully examine the vegetables, while others, carrying woven bags on their backs, weave through the crowds. The event was a lively micro-event: vendors weighed produce on old-fashioned scales, customers pointed decisively at piles of herbs, and small groups momentarily blocked the flow while haggling. The scene was bathed in the hazy morning light, creating a palette of soft earthy tones from the dirt and buildings, dramatically punctuated by the saturated, natural colors of the produce. The overall atmosphere was vibrant, chaotic, yet authentic to daily life—a raw and immersive slice of community commerce.",
+ "seed": 15039,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_2/index_9623_seed_15039_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 3.5625,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.625,
+ "avg": 9.640625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle, wide-angle lens tilts slowly from left to right, revealing the bustling open-air vegetable market crammed into the town's dilapidated streets. The sidewalk is cracked and uneven, coated in a fine dust that sways into a faint cloud as footsteps sway. The narrow avenue is lined with weathered, two-story buildings with peeling paint and faded awnings, casting deep shadows that contrast starkly with the bright, direct sunlight. Along either side of the road, vendors perch on low wooden benches or sit directly on woven mats, presiding over their wares. Before them, vibrant rows of fresh produce are arranged in tarps and wicker baskets: piles of dark green leafy vegetables, mounds of dirt-caked potatoes and carrots, and pyramids of glistening red tomatoes. A steady, dense stream of people flows purposefully through the market's central artery, their movement creating a continuous, fluid motion. Some stop, stand, or squat to carefully examine the vegetables, while others, carrying woven bags on their backs, weave through the crowds. The event was a lively micro-event: vendors weighed produce on old-fashioned scales, customers pointed decisively at piles of herbs, and small groups momentarily blocked the flow while haggling. The scene was bathed in the hazy morning light, creating a palette of soft earthy tones from the dirt and buildings, dramatically punctuated by the saturated, natural colors of the produce. The overall atmosphere was vibrant, chaotic, yet authentic to daily life—a raw and immersive slice of community commerce.",
+ "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, wide-angle view of a bustling open-air vegetable market on dilapidated town streets. Key elements include a cracked, dusty sidewalk; weathered two-story buildings with peeling paint and fading awnings; vendors on low wooden benches or woven mats; rows of produce in tarps and wicker baskets; a steady stream of people moving through the market; hazy morning light; and a vibrant, chaotic yet authentic market atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild haziness that reduce sharpness. There are no obvious distortions or artifacts, and color grading remains consistent across frames, yielding a warm, earthy palette. The sequence appears stable with minimal camera shake, though the lack of crisp detail slightly diminishes perceived clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle wide view of a busy market, cracked/uneven ground, weathered buildings with peeling paint and fading awnings, vendors on benches or mats, and rows of produce in baskets under hazy morning light. Some nuanced details such as precise scale interactions or exact crowd dynamics are not fully explicit, but the main components and atmosphere align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible real-world behavior: people move through the market, vendors display produce, and lighting/shadows are coherent. However, there are minor inconsistencies in crowd dynamics and interactions 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": 2.859375,
+ "TA": 3.5625,
+ "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 high-angle, wide-angle view of a bustling open-air vegetable market on dilapidated town streets. Key elements include a cracked, dusty sidewalk; weathered two-story buildings with peeling paint and fading awnings; vendors on low wooden benches or woven mats; rows of produce in tarps and wicker baskets; a steady stream of people moving through the market; hazy morning light; and a vibrant, chaotic yet authentic market atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild haziness that reduce sharpness. There are no obvious distortions or artifacts, and color grading remains consistent across frames, yielding a warm, earthy palette. The sequence appears stable with minimal camera shake, though the lack of crisp detail slightly diminishes perceived clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle wide view of a busy market, cracked/uneven ground, weathered buildings with peeling paint and fading awnings, vendors on benches or mats, and rows of produce in baskets under hazy morning light. Some nuanced details such as precise scale interactions or exact crowd dynamics are not fully explicit, but the main components and atmosphere align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible real-world behavior: people move through the market, vendors display produce, and lighting/shadows are coherent. However, there are minor inconsistencies in crowd dynamics and interactions that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle, wide-angle lens tilts slowly from left to right, revealing the bustling open-air vegetable market crammed into the town's dilapidated streets. The sidewalk is cracked and uneven, coated in a fine dust that sways into a faint cloud as footsteps sway. The narrow avenue is lined with weathered, two-story buildings with peeling paint and faded awnings, casting deep shadows that contrast starkly with the bright, direct sunlight. Along either side of the road, vendors perch on low wooden benches or sit directly on woven mats, presiding over their wares. Before them, vibrant rows of fresh produce are arranged in tarps and wicker baskets: piles of dark green leafy vegetables, mounds of dirt-caked potatoes and carrots, and pyramids of glistening red tomatoes. A steady, dense stream of people flows purposefully through the market's central artery, their movement creating a continuous, fluid motion. Some stop, stand, or squat to carefully examine the vegetables, while others, carrying woven bags on their backs, weave through the crowds. The event was a lively micro-event: vendors weighed produce on old-fashioned scales, customers pointed decisively at piles of herbs, and small groups momentarily blocked the flow while haggling. The scene was bathed in the hazy morning light, creating a palette of soft earthy tones from the dirt and buildings, dramatically punctuated by the saturated, natural colors of the produce. The overall atmosphere was vibrant, chaotic, yet authentic to daily life—a raw and immersive slice of community commerce.",
+ "seed": 15040,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_2/index_9623_seed_15040_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
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+ "video_score2_vq": 2.3125,
+ "video_score2_ta": 3.84375,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.25,
+ "avg": 9.28125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-angle, wide-angle lens tilts slowly from left to right, revealing the bustling open-air vegetable market crammed into the town's dilapidated streets. The sidewalk is cracked and uneven, coated in a fine dust that sways into a faint cloud as footsteps sway. The narrow avenue is lined with weathered, two-story buildings with peeling paint and faded awnings, casting deep shadows that contrast starkly with the bright, direct sunlight. Along either side of the road, vendors perch on low wooden benches or sit directly on woven mats, presiding over their wares. Before them, vibrant rows of fresh produce are arranged in tarps and wicker baskets: piles of dark green leafy vegetables, mounds of dirt-caked potatoes and carrots, and pyramids of glistening red tomatoes. A steady, dense stream of people flows purposefully through the market's central artery, their movement creating a continuous, fluid motion. Some stop, stand, or squat to carefully examine the vegetables, while others, carrying woven bags on their backs, weave through the crowds. The event was a lively micro-event: vendors weighed produce on old-fashioned scales, customers pointed decisively at piles of herbs, and small groups momentarily blocked the flow while haggling. The scene was bathed in the hazy morning light, creating a palette of soft earthy tones from the dirt and buildings, dramatically punctuated by the saturated, natural colors of the produce. The overall atmosphere was vibrant, chaotic, yet authentic to daily life—a raw and immersive slice of community commerce.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle view of a bustling open-air vegetable market on a town's dilapidated street. It specifies a cracked, dusty sidewalk, weathered two-story buildings with peeling paint and faded awnings, and a scene with vendors on low wooden benches or woven mats selling fresh produce under bright sunlight. The video largely captures these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and mild blur, especially in distant background areas. There are no major distortions or artifacts, and lighting remains consistent across shots. The sequence appears stable with smooth transitions, but the lack of sharpness reduces perceived clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core aspects: a high-angle wide view of a busy market on a dilapidated street, cracked/dusty ground, weathered buildings with peeling paint and awnings, vendors on benches or woven mats, and rows of fresh produce. Some finer details such as exact scale usage or precise crowd interactions are not fully explicit, but the main elements align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible real-world behavior: people move through the market, vendors display produce, and lighting/shadows are coherent. However, there are minor inconsistencies in crowd dynamics and object interactions 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": 2.3125,
+ "TA": 3.84375,
+ "MQ": 3.125,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle view of a bustling open-air vegetable market on a town's dilapidated street. It specifies a cracked, dusty sidewalk, weathered two-story buildings with peeling paint and faded awnings, and a scene with vendors on low wooden benches or woven mats selling fresh produce under bright sunlight. The video largely captures these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and mild blur, especially in distant background areas. There are no major distortions or artifacts, and lighting remains consistent across shots. The sequence appears stable with smooth transitions, but the lack of sharpness reduces perceived clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core aspects: a high-angle wide view of a busy market on a dilapidated street, cracked/dusty ground, weathered buildings with peeling paint and awnings, vendors on benches or woven mats, and rows of fresh produce. Some finer details such as exact scale usage or precise crowd interactions are not fully explicit, but the main elements align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible real-world behavior: people move through the market, vendors display produce, and lighting/shadows are coherent. However, there are minor inconsistencies in crowd dynamics and object interactions that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle, wide-angle lens tilts slowly from left to right, revealing the bustling open-air vegetable market crammed into the town's dilapidated streets. The sidewalk is cracked and uneven, coated in a fine dust that sways into a faint cloud as footsteps sway. The narrow avenue is lined with weathered, two-story buildings with peeling paint and faded awnings, casting deep shadows that contrast starkly with the bright, direct sunlight. Along either side of the road, vendors perch on low wooden benches or sit directly on woven mats, presiding over their wares. Before them, vibrant rows of fresh produce are arranged in tarps and wicker baskets: piles of dark green leafy vegetables, mounds of dirt-caked potatoes and carrots, and pyramids of glistening red tomatoes. A steady, dense stream of people flows purposefully through the market's central artery, their movement creating a continuous, fluid motion. Some stop, stand, or squat to carefully examine the vegetables, while others, carrying woven bags on their backs, weave through the crowds. The event was a lively micro-event: vendors weighed produce on old-fashioned scales, customers pointed decisively at piles of herbs, and small groups momentarily blocked the flow while haggling. The scene was bathed in the hazy morning light, creating a palette of soft earthy tones from the dirt and buildings, dramatically punctuated by the saturated, natural colors of the produce. The overall atmosphere was vibrant, chaotic, yet authentic to daily life—a raw and immersive slice of community commerce.",
+ "seed": 15041,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_2/index_9623_seed_15041_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.703125,
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+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle, wide-angle lens tilts slowly from left to right, revealing the bustling open-air vegetable market crammed into the town's dilapidated streets. The sidewalk is cracked and uneven, coated in a fine dust that sways into a faint cloud as footsteps sway. The narrow avenue is lined with weathered, two-story buildings with peeling paint and faded awnings, casting deep shadows that contrast starkly with the bright, direct sunlight. Along either side of the road, vendors perch on low wooden benches or sit directly on woven mats, presiding over their wares. Before them, vibrant rows of fresh produce are arranged in tarps and wicker baskets: piles of dark green leafy vegetables, mounds of dirt-caked potatoes and carrots, and pyramids of glistening red tomatoes. A steady, dense stream of people flows purposefully through the market's central artery, their movement creating a continuous, fluid motion. Some stop, stand, or squat to carefully examine the vegetables, while others, carrying woven bags on their backs, weave through the crowds. The event was a lively micro-event: vendors weighed produce on old-fashioned scales, customers pointed decisively at piles of herbs, and small groups momentarily blocked the flow while haggling. The scene was bathed in the hazy morning light, creating a palette of soft earthy tones from the dirt and buildings, dramatically punctuated by the saturated, natural colors of the produce. The overall atmosphere was vibrant, chaotic, yet authentic to daily life—a raw and immersive slice of community commerce.",
+ "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 high-angle wide-angle lens tilting slowly from left to right over a bustling open-air vegetable market on a town's dilapidated street. The scene features a cracked, dusty sidewalk, weathered two-story buildings with peeling paint and faded awnings, and a vibrant market with vendors on low benches or woven mats, displaying fresh produce under warm morning light. The description emphasizes a steady, dense stream of people, interactions such as weighing produce on old-fashioned scales, pointing at herbs, and haggling, all contributing to a vivid, authentic slice of community commerce.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. There is some grain and mild softness, but no severe artifacts. Colors are slightly muted and lighting is not perfectly balanced, yet the scene remains legible and coherent. The sequence shows a gradual left-to-right pan with stable framing and no obvious distortions. Overall, the video presents a fair level of detail and clarity, consistent with a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a wide-angle view, a left-to-right pan, and a bustling market with visible produce and activity. However, certain aspects are only partially realized: the background architecture and environmental details are present but not always clearly defined, and some interactions (e.g., precise weighing on scales, exact haggling gestures) are not consistently depicted. The alignment is adequate but not perfect, reflecting a moderate correspondence between the prompt and the footage.\n\nPhysical Consistency (Common-sense):\nThe scene generally adheres to plausible real-world behavior: people move through the market, vendors display goods, and items appear proportionate. There are minor inconsistencies in crowd dynamics and object placement that prevent a flawless depiction, but they do not severely undermine overall realism. The video maintains reasonable physical coherence across the sequence.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with each dimension aligning with a mid-level score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.703125,
+ "TA": 3.234375,
+ "MQ": 3.0,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle wide-angle lens tilting slowly from left to right over a bustling open-air vegetable market on a town's dilapidated street. The scene features a cracked, dusty sidewalk, weathered two-story buildings with peeling paint and faded awnings, and a vibrant market with vendors on low benches or woven mats, displaying fresh produce under warm morning light. The description emphasizes a steady, dense stream of people, interactions such as weighing produce on old-fashioned scales, pointing at herbs, and haggling, all contributing to a vivid, authentic slice of community commerce.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. There is some grain and mild softness, but no severe artifacts. Colors are slightly muted and lighting is not perfectly balanced, yet the scene remains legible and coherent. The sequence shows a gradual left-to-right pan with stable framing and no obvious distortions. Overall, the video presents a fair level of detail and clarity, consistent with a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a wide-angle view, a left-to-right pan, and a bustling market with visible produce and activity. However, certain aspects are only partially realized: the background architecture and environmental details are present but not always clearly defined, and some interactions (e.g., precise weighing on scales, exact haggling gestures) are not consistently depicted. The alignment is adequate but not perfect, reflecting a moderate correspondence between the prompt and the footage.\n\nPhysical Consistency (Common-sense):\nThe scene generally adheres to plausible real-world behavior: people move through the market, vendors display goods, and items appear proportionate. There are minor inconsistencies in crowd dynamics and object placement that prevent a flawless depiction, but they do not severely undermine overall realism. The video maintains reasonable physical coherence across the sequence.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with each dimension aligning with a mid-level score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_3/index_tensor([7906, 7906])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_3/index_tensor([7906, 7906])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c880083b334bcdc1ef8725d5c6c1660c51676f3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_3/index_tensor([7906, 7906])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "close-up, overhead macro shot sweeps smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. Illuminated by bright, even, and shadowless studio lighting, the image exudes the pure, high-end aesthetic of an e-commerce main image. Countless delicate, curly wool fibers are magnified to the utmost, interwoven to create a soft, three-dimensional, fluffy, cloud-like texture, each fiber radiating a subtle, natural sheen. As the camera gracefully glides, the quilt's delicate texture and the depth of its pile are gradually revealed. The background is a pure white, slightly blurred backdrop, focusing the entire visual experience on the tactile feel of the wool. The scene's warm, soft tones, devoid of a hint of color, create a tranquil, pure, and alluring atmosphere through the meticulous attention to detail, visually conveying the ultimate in comfort and luxurious softness.",
+ "seed": 23749,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_3/index_7906_seed_23749_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": 3.234375,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 3.71875,
+ "video_score2_overall": 10.375,
+ "avg": 10.375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up, overhead macro shot sweeps smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. Illuminated by bright, even, and shadowless studio lighting, the image exudes the pure, high-end aesthetic of an e-commerce main image. Countless delicate, curly wool fibers are magnified to the utmost, interwoven to create a soft, three-dimensional, fluffy, cloud-like texture, each fiber radiating a subtle, natural sheen. As the camera gracefully glides, the quilt's delicate texture and the depth of its pile are gradually revealed. The background is a pure white, slightly blurred backdrop, focusing the entire visual experience on the tactile feel of the wool. The scene's warm, soft tones, devoid of a hint of color, create a tranquil, pure, and alluring atmosphere through the meticulous attention to detail, visually conveying the ultimate in comfort and luxurious softness.",
+ "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 close-up, overhead macro shot sweeping smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. It calls for bright, even, and shadowless studio lighting, a pure white slightly blurred backdrop, and a focus on the tactile feel of the wool with warm, soft tones and a tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show a cream/white textured surface with visible fiber details, but there is noticeable softness and mild blur that reduce sharpness. The sequence remains reasonably smooth, with no obvious frame-to-frame jumps, and brightness/contrast stay fairly stable across frames. While the texture is perceptible, fine details are not consistently crisp, placing the overall quality at a mid level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt’s intent. The close-up, macro-like presentation, the left-to-right sweep, and the slow, steady motion are clearly represented. The lighting appears bright and even, and the backdrop reads as light/white. The focus on the tactile wool texture and the warm, soft palette are evident. Minor deviations exist (e.g., slight color warmth variation and occasional minor softness), but they do not significantly detract from the alignment. Overall, the alignment is strong and consistent with a score around 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible material properties: the fabric drape, light interaction, and texture behavior are coherent with a real wool surface under macro-scale inspection. There are no obvious physical inconsistencies or implausible artifacts; any minor texture variation remains within expected limits for a high-quality render. This supports a solid level of common-sense consistency, corresponding to a score around 4.\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,
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+ },
+ "soft_scores": {
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+ "TA": 3.421875,
+ "MQ": 3.71875,
+ "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 close-up, overhead macro shot sweeping smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. It calls for bright, even, and shadowless studio lighting, a pure white slightly blurred backdrop, and a focus on the tactile feel of the wool with warm, soft tones and a tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show a cream/white textured surface with visible fiber details, but there is noticeable softness and mild blur that reduce sharpness. The sequence remains reasonably smooth, with no obvious frame-to-frame jumps, and brightness/contrast stay fairly stable across frames. While the texture is perceptible, fine details are not consistently crisp, placing the overall quality at a mid level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt’s intent. The close-up, macro-like presentation, the left-to-right sweep, and the slow, steady motion are clearly represented. The lighting appears bright and even, and the backdrop reads as light/white. The focus on the tactile wool texture and the warm, soft palette are evident. Minor deviations exist (e.g., slight color warmth variation and occasional minor softness), but they do not significantly detract from the alignment. Overall, the alignment is strong and consistent with a score around 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible material properties: the fabric drape, light interaction, and texture behavior are coherent with a real wool surface under macro-scale inspection. There are no obvious physical inconsistencies or implausible artifacts; any minor texture variation remains within expected limits for a high-quality render. This supports a solid level of common-sense consistency, corresponding to a score around 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "close-up, overhead macro shot sweeps smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. Illuminated by bright, even, and shadowless studio lighting, the image exudes the pure, high-end aesthetic of an e-commerce main image. Countless delicate, curly wool fibers are magnified to the utmost, interwoven to create a soft, three-dimensional, fluffy, cloud-like texture, each fiber radiating a subtle, natural sheen. As the camera gracefully glides, the quilt's delicate texture and the depth of its pile are gradually revealed. The background is a pure white, slightly blurred backdrop, focusing the entire visual experience on the tactile feel of the wool. The scene's warm, soft tones, devoid of a hint of color, create a tranquil, pure, and alluring atmosphere through the meticulous attention to detail, visually conveying the ultimate in comfort and luxurious softness.",
+ "seed": 23750,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_3/index_7906_seed_23750_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.625,
+ "video_score2_overall": 9.75,
+ "avg": 9.734375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "close-up, overhead macro shot sweeps smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. Illuminated by bright, even, and shadowless studio lighting, the image exudes the pure, high-end aesthetic of an e-commerce main image. Countless delicate, curly wool fibers are magnified to the utmost, interwoven to create a soft, three-dimensional, fluffy, cloud-like texture, each fiber radiating a subtle, natural sheen. As the camera gracefully glides, the quilt's delicate texture and the depth of its pile are gradually revealed. The background is a pure white, slightly blurred backdrop, focusing the entire visual experience on the tactile feel of the wool. The scene's warm, soft tones, devoid of a hint of color, create a tranquil, pure, and alluring atmosphere through the meticulous attention to detail, visually conveying the ultimate in comfort and luxurious softness.",
+ "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 close-up, overhead macro shot sweeping smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. It calls for bright, even, and shadowless studio lighting, a pure white, slightly blurred backdrop, and a focus on the tactile feel of the wool with warm, soft tones and a tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show a soft, light-colored texture with some blur that reduces fine detail, but the scene remains coherent and legible. There is mild edge softness and occasional slight out-of-focus areas, yet no major distortions or artifacts. The sequence appears stable with consistent lighting and minimal motion jitter, yielding a mid-range perceptual sharpness rather than high-fidelity detail.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, macro-like view of a fluffy white surface with a gentle left-to-right sweep. The lighting is bright and even, producing a clean, studio-like look, and the background is a soft white blur as described. While the exact identification of the material (wool quilt) is not definitively confirmed due to texture ambiguity, the essential elements—close-up perspective, smooth lateral movement, and the intended aesthetic—are well captured, supporting a high alignment rating.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The motion and lighting behave plausibly, and there are no obvious physics violations. However, the texture appearance introduces some ambiguity about the material, which could affect perceived realism if the viewer expects a specific material response. Overall, the scene maintains believable behavior without strong contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 3.3125,
+ "MQ": 3.625,
+ "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, overhead macro shot sweeping smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. It calls for bright, even, and shadowless studio lighting, a pure white, slightly blurred backdrop, and a focus on the tactile feel of the wool with warm, soft tones and a tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show a soft, light-colored texture with some blur that reduces fine detail, but the scene remains coherent and legible. There is mild edge softness and occasional slight out-of-focus areas, yet no major distortions or artifacts. The sequence appears stable with consistent lighting and minimal motion jitter, yielding a mid-range perceptual sharpness rather than high-fidelity detail.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, macro-like view of a fluffy white surface with a gentle left-to-right sweep. The lighting is bright and even, producing a clean, studio-like look, and the background is a soft white blur as described. While the exact identification of the material (wool quilt) is not definitively confirmed due to texture ambiguity, the essential elements—close-up perspective, smooth lateral movement, and the intended aesthetic—are well captured, supporting a high alignment rating.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The motion and lighting behave plausibly, and there are no obvious physics violations. However, the texture appearance introduces some ambiguity about the material, which could affect perceived realism if the viewer expects a specific material response. Overall, the scene maintains believable behavior without strong 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, overhead macro shot sweeps smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. Illuminated by bright, even, and shadowless studio lighting, the image exudes the pure, high-end aesthetic of an e-commerce main image. Countless delicate, curly wool fibers are magnified to the utmost, interwoven to create a soft, three-dimensional, fluffy, cloud-like texture, each fiber radiating a subtle, natural sheen. As the camera gracefully glides, the quilt's delicate texture and the depth of its pile are gradually revealed. The background is a pure white, slightly blurred backdrop, focusing the entire visual experience on the tactile feel of the wool. The scene's warm, soft tones, devoid of a hint of color, create a tranquil, pure, and alluring atmosphere through the meticulous attention to detail, visually conveying the ultimate in comfort and luxurious softness.",
+ "seed": 23751,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_3/index_7906_seed_23751_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.5625,
+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up, overhead macro shot sweeps smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. Illuminated by bright, even, and shadowless studio lighting, the image exudes the pure, high-end aesthetic of an e-commerce main image. Countless delicate, curly wool fibers are magnified to the utmost, interwoven to create a soft, three-dimensional, fluffy, cloud-like texture, each fiber radiating a subtle, natural sheen. As the camera gracefully glides, the quilt's delicate texture and the depth of its pile are gradually revealed. The background is a pure white, slightly blurred backdrop, focusing the entire visual experience on the tactile feel of the wool. The scene's warm, soft tones, devoid of a hint of color, create a tranquil, pure, and alluring atmosphere through the meticulous attention to detail, visually conveying the ultimate in comfort and luxurious softness.",
+ "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, overhead macro shot sweeping smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. It calls for bright, even, and shadowless studio lighting, a pure white, slightly blurred backdrop, warm, soft tones, and a focus on the tactile feel of the wool. The overall intent is to convey luxury and comfort through meticulous attention to detail.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent soft, cream palette with a gentle, diffused lighting that supports the intended mood. The imagery is intentionally soft-focused, which contributes to a dreamy texture but reduces sharpness and fine detail. The motion between frames is smooth, and there are no obvious artifacts or distortions. While the aesthetic is cohesive and aesthetically pleasing, the level of crispness and micro-detail does not reach high-end photographic standards. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a close-up, macro-like view of a fluffy white surface with a left-to-right sweep, soft lighting, and a clean white backdrop. The texture appears cloud-like and three-dimensional, and the movement reveals depth. However, some specifics—such as an exact identification of the material as wool and the precise depiction of individual fibers—are not decisively demonstrated due to the soft focus. The alignment is strong overall, with minor ambiguities, justifying a score of 4.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains coherent lighting, perspective, and material behavior; there are no contradictions in shading, depth cues, or surface response. The fabric-like dynamics appear plausible under the given lighting, supporting a high level of common-sense consistency. This dimension is rated 4.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 3.109375,
+ "MQ": 3.5625,
+ "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, overhead macro shot sweeping smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. It calls for bright, even, and shadowless studio lighting, a pure white, slightly blurred backdrop, warm, soft tones, and a focus on the tactile feel of the wool. The overall intent is to convey luxury and comfort through meticulous attention to detail.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent soft, cream palette with a gentle, diffused lighting that supports the intended mood. The imagery is intentionally soft-focused, which contributes to a dreamy texture but reduces sharpness and fine detail. The motion between frames is smooth, and there are no obvious artifacts or distortions. While the aesthetic is cohesive and aesthetically pleasing, the level of crispness and micro-detail does not reach high-end photographic standards. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a close-up, macro-like view of a fluffy white surface with a left-to-right sweep, soft lighting, and a clean white backdrop. The texture appears cloud-like and three-dimensional, and the movement reveals depth. However, some specifics—such as an exact identification of the material as wool and the precise depiction of individual fibers—are not decisively demonstrated due to the soft focus. The alignment is strong overall, with minor ambiguities, justifying a score of 4.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains coherent lighting, perspective, and material behavior; there are no contradictions in shading, depth cues, or surface response. The fabric-like dynamics appear plausible under the given lighting, supporting a high level of common-sense consistency. This dimension is rated 4.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "close-up, overhead macro shot sweeps smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. Illuminated by bright, even, and shadowless studio lighting, the image exudes the pure, high-end aesthetic of an e-commerce main image. Countless delicate, curly wool fibers are magnified to the utmost, interwoven to create a soft, three-dimensional, fluffy, cloud-like texture, each fiber radiating a subtle, natural sheen. As the camera gracefully glides, the quilt's delicate texture and the depth of its pile are gradually revealed. The background is a pure white, slightly blurred backdrop, focusing the entire visual experience on the tactile feel of the wool. The scene's warm, soft tones, devoid of a hint of color, create a tranquil, pure, and alluring atmosphere through the meticulous attention to detail, visually conveying the ultimate in comfort and luxurious softness.",
+ "seed": 23752,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_3/index_7906_seed_23752_dp_7_rank_14_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.21875,
+ "video_score2_mq": 3.640625,
+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
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+ "question": "close-up, overhead macro shot sweeps smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. Illuminated by bright, even, and shadowless studio lighting, the image exudes the pure, high-end aesthetic of an e-commerce main image. Countless delicate, curly wool fibers are magnified to the utmost, interwoven to create a soft, three-dimensional, fluffy, cloud-like texture, each fiber radiating a subtle, natural sheen. As the camera gracefully glides, the quilt's delicate texture and the depth of its pile are gradually revealed. The background is a pure white, slightly blurred backdrop, focusing the entire visual experience on the tactile feel of the wool. The scene's warm, soft tones, devoid of a hint of color, create a tranquil, pure, and alluring atmosphere through the meticulous attention to detail, visually conveying the ultimate in comfort and luxurious softness.",
+ "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 close-up, overhead macro shot sweeping smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. It calls for bright, even, and shadowless studio lighting, a pure white slightly blurred backdrop, and a focus on the tactile feel of the wool with warm, soft tones and a tranquil, pure atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show a soft, cream-colored texture with gentle variation, but there is noticeable blur and limited sharpness that reduce fine detail. The resolution is adequate but not crisp, and while lighting remains even, it does not achieve the high-contrast, studio-grade look described in the prompt. The sequence remains smooth and coherent, yet the lack of fine detail prevents a higher rating. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt. It delivers a close-up, macro-like view with a left-to-right sweep, a fluffy cream texture, and a soft, three-dimensional impression. The lighting is even and the backdrop is light, supporting the intended mood. While some aspects such as the exact speed of the sweep or the precise texture fidelity are not perfectly matched, the overall alignment is strong and coherent with the prompt, justifying a high-but-not-perfect score.\n\nPhysical/Common-sense Consistency:\nThe material behavior appears plausible: the fabric responds to touch with believable drape and texture, and the lighting/shadows are consistent with a real-world interaction. There are no obvious physical inconsistencies, though the heavy blur limits assessment of fine micro-details. Overall, the scene maintains believable material properties and coherent lighting, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.21875,
+ "MQ": 3.640625,
+ "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 close-up, overhead macro shot sweeping smoothly from left to right across the surface of a fluffy, creamy white wool quilt in a slow, steady rhythm. It calls for bright, even, and shadowless studio lighting, a pure white slightly blurred backdrop, and a focus on the tactile feel of the wool with warm, soft tones and a tranquil, pure atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show a soft, cream-colored texture with gentle variation, but there is noticeable blur and limited sharpness that reduce fine detail. The resolution is adequate but not crisp, and while lighting remains even, it does not achieve the high-contrast, studio-grade look described in the prompt. The sequence remains smooth and coherent, yet the lack of fine detail prevents a higher rating. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt. It delivers a close-up, macro-like view with a left-to-right sweep, a fluffy cream texture, and a soft, three-dimensional impression. The lighting is even and the backdrop is light, supporting the intended mood. While some aspects such as the exact speed of the sweep or the precise texture fidelity are not perfectly matched, the overall alignment is strong and coherent with the prompt, justifying a high-but-not-perfect score.\n\nPhysical/Common-sense Consistency:\nThe material behavior appears plausible: the fabric responds to touch with believable drape and texture, and the lighting/shadows are consistent with a real-world interaction. There are no obvious physical inconsistencies, though the heavy blur limits assessment of fine micro-details. Overall, the scene maintains believable material properties and coherent lighting, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_4/index_tensor([6571, 6571])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_4/index_tensor([6571, 6571])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..029270e8428128cdf9b92c1bcdc2162da37bed7a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_4/index_tensor([6571, 6571])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dramatic, low-angle extreme close-up shot, captured with the precision of macro photography and a shallow depth of field, frames a photorealistic miniature collision on a polished, dark wood Chinese chessboard. Two ornate pieces, a regal General carved from rich, red-lacquered wood with its 'will' character filled with gleaming gold leaf, and a dark, ebony-like Cannon with its 'gun' character etched in stark white, clash with immense, hyper-realistic force. At the exact moment of impact, a visible shockwave ripples across the board's glossy surface, and a violent shower of tiny, sharp wood splinters explodes from the Cannon piece. The entire scene is bathed in the stark, high-contrast light of a single overhead source, which carves out deep, dramatic shadows that stretch across the board. monumental, collision.",
+ "seed": 11086,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_4/index_6571_seed_11086_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": 3.578125,
+ "video_score2_ta": 2.15625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.65625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dramatic, low-angle extreme close-up shot, captured with the precision of macro photography and a shallow depth of field, frames a photorealistic miniature collision on a polished, dark wood Chinese chessboard. Two ornate pieces, a regal General carved from rich, red-lacquered wood with its 'will' character filled with gleaming gold leaf, and a dark, ebony-like Cannon with its 'gun' character etched in stark white, clash with immense, hyper-realistic force. At the exact moment of impact, a visible shockwave ripples across the board's glossy surface, and a violent shower of tiny, sharp wood splinters explodes from the Cannon piece. The entire scene is bathed in the stark, high-contrast light of a single overhead source, which carves out deep, dramatic shadows that stretch across the board. monumental, collision.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle extreme close-up shot featuring two ornate Chinese chess pieces (a red-lacquered General and an ebony Cannon) clashing with hyper-realistic force on a polished dark wood board, with a visible shockwave, wood splinters, and high-contrast lighting. The video captures several elements of this setup but does not fully realize the dramatic impact or the specific material cues described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the pieces, with convincing lighting and depth-of-field effects. However, there are noticeable issues: motion blur during action sequences reduces sharpness, and some frames exhibit slight instability or jitter. The sequence feels competent but not exceptional in terms of polish and consistency.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the essential components—two ornate pieces, a low-angle close-up, and a dark wooden board with visible characters—but the dramatic collision and the hyper-realistic dynamics are not convincingly realized. The piece lacks the intended explosive impact and the pronounced shockwave, resulting in only partial fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object placement and lighting, with believable material properties overall. Yet the expected kinetic energy and dramatic deformation during impact are underrepresented, leaving the interaction feeling somewhat static rather than physically convincing.\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": 3.578125,
+ "TA": 2.15625,
+ "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 dramatic, low-angle extreme close-up shot featuring two ornate Chinese chess pieces (a red-lacquered General and an ebony Cannon) clashing with hyper-realistic force on a polished dark wood board, with a visible shockwave, wood splinters, and high-contrast lighting. The video captures several elements of this setup but does not fully realize the dramatic impact or the specific material cues described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the pieces, with convincing lighting and depth-of-field effects. However, there are noticeable issues: motion blur during action sequences reduces sharpness, and some frames exhibit slight instability or jitter. The sequence feels competent but not exceptional in terms of polish and consistency.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the essential components—two ornate pieces, a low-angle close-up, and a dark wooden board with visible characters—but the dramatic collision and the hyper-realistic dynamics are not convincingly realized. The piece lacks the intended explosive impact and the pronounced shockwave, resulting in only partial fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object placement and lighting, with believable material properties overall. Yet the expected kinetic energy and dramatic deformation during impact are underrepresented, leaving the interaction feeling somewhat static rather than physically convincing.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic, low-angle extreme close-up shot, captured with the precision of macro photography and a shallow depth of field, frames a photorealistic miniature collision on a polished, dark wood Chinese chessboard. Two ornate pieces, a regal General carved from rich, red-lacquered wood with its 'will' character filled with gleaming gold leaf, and a dark, ebony-like Cannon with its 'gun' character etched in stark white, clash with immense, hyper-realistic force. At the exact moment of impact, a visible shockwave ripples across the board's glossy surface, and a violent shower of tiny, sharp wood splinters explodes from the Cannon piece. The entire scene is bathed in the stark, high-contrast light of a single overhead source, which carves out deep, dramatic shadows that stretch across the board. monumental, collision.",
+ "seed": 11087,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_4/index_6571_seed_11087_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": 2.765625,
+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 8.0,
+ "avg": 7.984375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic, low-angle extreme close-up shot, captured with the precision of macro photography and a shallow depth of field, frames a photorealistic miniature collision on a polished, dark wood Chinese chessboard. Two ornate pieces, a regal General carved from rich, red-lacquered wood with its 'will' character filled with gleaming gold leaf, and a dark, ebony-like Cannon with its 'gun' character etched in stark white, clash with immense, hyper-realistic force. At the exact moment of impact, a visible shockwave ripples across the board's glossy surface, and a violent shower of tiny, sharp wood splinters explodes from the Cannon piece. The entire scene is bathed in the stark, high-contrast light of a single overhead source, which carves out deep, dramatic shadows that stretch across the board. monumental, collision.",
+ "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 to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle extreme close-up shot featuring two ornate Chinese chess pieces (a red-lacquered General and an ebony Cannon) clashing with hyper-realistic force on a polished dark wood board, with a visible shockwave, wood splinters, and high-contrast lighting. The video largely follows this setup but does not fully realize the dramatic impact or the specific material cues described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The sequence maintains a reasonably sharp main subject with a shallow depth of field, yet there are noticeable issues that temper realism: occasional motion blur during the collision, some color inconsistencies between frames, and rendering artifacts that affect the perceived material properties. Lighting remains fairly consistent, but the overall polish is not at the level of a highly refined macro shot.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—two ornate pieces, a low-angle close-up, and a visible impact with a shockwave and splinter-like effects—but several key aspects are underdeveloped or ambiguous: the exact characters on the pieces are not clearly legible, the wood grain and material cues are not convincingly rendered, and the dramatic lighting and shadowing described in the prompt are not strongly realized. Overall, the alignment captures the gist but misses important details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The collision appears plausible at a basic level, with a shockwave and debris suggesting force, but the interaction lacks convincing material realism: wood splinter dynamics and the relative stiffness of the pieces are not convincingly simulated, and the lighting/shadow behavior does not fully align with a single overhead source. The result reads as a stylized depiction rather than a physically rigorous simulation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.765625,
+ "TA": 2.484375,
+ "MQ": 2.734375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle extreme close-up shot featuring two ornate Chinese chess pieces (a red-lacquered General and an ebony Cannon) clashing with hyper-realistic force on a polished dark wood board, with a visible shockwave, wood splinters, and high-contrast lighting. The video largely follows this setup but does not fully realize the dramatic impact or the specific material cues described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The sequence maintains a reasonably sharp main subject with a shallow depth of field, yet there are noticeable issues that temper realism: occasional motion blur during the collision, some color inconsistencies between frames, and rendering artifacts that affect the perceived material properties. Lighting remains fairly consistent, but the overall polish is not at the level of a highly refined macro shot.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—two ornate pieces, a low-angle close-up, and a visible impact with a shockwave and splinter-like effects—but several key aspects are underdeveloped or ambiguous: the exact characters on the pieces are not clearly legible, the wood grain and material cues are not convincingly rendered, and the dramatic lighting and shadowing described in the prompt are not strongly realized. Overall, the alignment captures the gist but misses important details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The collision appears plausible at a basic level, with a shockwave and debris suggesting force, but the interaction lacks convincing material realism: wood splinter dynamics and the relative stiffness of the pieces are not convincingly simulated, and the lighting/shadow behavior does not fully align with a single overhead source. The result reads as a stylized depiction rather than a physically rigorous simulation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dramatic, low-angle extreme close-up shot, captured with the precision of macro photography and a shallow depth of field, frames a photorealistic miniature collision on a polished, dark wood Chinese chessboard. Two ornate pieces, a regal General carved from rich, red-lacquered wood with its 'will' character filled with gleaming gold leaf, and a dark, ebony-like Cannon with its 'gun' character etched in stark white, clash with immense, hyper-realistic force. At the exact moment of impact, a visible shockwave ripples across the board's glossy surface, and a violent shower of tiny, sharp wood splinters explodes from the Cannon piece. The entire scene is bathed in the stark, high-contrast light of a single overhead source, which carves out deep, dramatic shadows that stretch across the board. monumental, collision.",
+ "seed": 11088,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_4/index_6571_seed_11088_dp_9_rank_18_sample_2_slot_0.mp4",
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+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 2.03125,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 7.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle extreme close-up shot with macro-like precision and shallow depth of field, featuring two ornate Chinese chess pieces (a regal General and a dark Cannon) clashing with hyper-realistic force on a polished, dark wood board, with a visible shockwave, wood splinters, and high-contrast lighting. The video captures several of these elements but does not fully realize the dramatic impact or the precise material details described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and controlled depth of field, with the foreground piece in focus and the background softly blurred. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. However, the sequence lacks strong dynamic motion and cinematic polish, resulting in only average visual impact rather than a standout presentation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes some elements such as a low-angle view, shallow depth of field, and visible wood texture, but key aspects are underrepresented: the second piece identity is ambiguous, the dramatic collision and shockwave are not convincingly depicted, and the wood splinter effect is not clearly shown. The overall depiction does not fully realize the described dramatic, hyper-realistic interaction between the pieces.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object placement and lighting, with no obvious physics violations. Yet the expected dramatic dynamics—powerful impact, visible shock effects, and explosive splinter action—are not convincingly portrayed, leaving the sequence feeling comparatively static and understated rather than 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": 2.859375,
+ "TA": 2.03125,
+ "MQ": 2.734375,
+ "Overall": 7.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle extreme close-up shot with macro-like precision and shallow depth of field, featuring two ornate Chinese chess pieces (a regal General and a dark Cannon) clashing with hyper-realistic force on a polished, dark wood board, with a visible shockwave, wood splinters, and high-contrast lighting. The video captures several of these elements but does not fully realize the dramatic impact or the precise material details described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and controlled depth of field, with the foreground piece in focus and the background softly blurred. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. However, the sequence lacks strong dynamic motion and cinematic polish, resulting in only average visual impact rather than a standout presentation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes some elements such as a low-angle view, shallow depth of field, and visible wood texture, but key aspects are underrepresented: the second piece identity is ambiguous, the dramatic collision and shockwave are not convincingly depicted, and the wood splinter effect is not clearly shown. The overall depiction does not fully realize the described dramatic, hyper-realistic interaction between the pieces.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object placement and lighting, with no obvious physics violations. Yet the expected dramatic dynamics—powerful impact, visible shock effects, and explosive splinter action—are not convincingly portrayed, leaving the sequence feeling comparatively static and understated rather than 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": "dramatic, low-angle extreme close-up shot, captured with the precision of macro photography and a shallow depth of field, frames a photorealistic miniature collision on a polished, dark wood Chinese chessboard. Two ornate pieces, a regal General carved from rich, red-lacquered wood with its 'will' character filled with gleaming gold leaf, and a dark, ebony-like Cannon with its 'gun' character etched in stark white, clash with immense, hyper-realistic force. At the exact moment of impact, a visible shockwave ripples across the board's glossy surface, and a violent shower of tiny, sharp wood splinters explodes from the Cannon piece. The entire scene is bathed in the stark, high-contrast light of a single overhead source, which carves out deep, dramatic shadows that stretch across the board. monumental, collision.",
+ "seed": 11089,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_4/index_6571_seed_11089_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": 3.046875,
+ "video_score2_ta": 2.515625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.375,
+ "avg": 8.40625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic, low-angle extreme close-up shot, captured with the precision of macro photography and a shallow depth of field, frames a photorealistic miniature collision on a polished, dark wood Chinese chessboard. Two ornate pieces, a regal General carved from rich, red-lacquered wood with its 'will' character filled with gleaming gold leaf, and a dark, ebony-like Cannon with its 'gun' character etched in stark white, clash with immense, hyper-realistic force. At the exact moment of impact, a visible shockwave ripples across the board's glossy surface, and a violent shower of tiny, sharp wood splinters explodes from the Cannon piece. The entire scene is bathed in the stark, high-contrast light of a single overhead source, which carves out deep, dramatic shadows that stretch across the board. monumental, collision.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle extreme close-up shot featuring two ornate Chinese chess pieces (a red-lacquered General and an ebony Cannon) clashing with hyper-realistic force on a polished dark wood board, with a visible shockwave, wood splinters, and high-contrast lighting. The video largely follows this setup but does not fully realize the dramatic impact or the specific material cues described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the pieces, with some motion blur during action and mild softness in certain regions. Lighting remains consistent and the shallow depth of field aligns with the prompt, though the overall sharpness and fine-grained detail do not reach high-end levels. The sequence remains coherent, with no major distortions or artifacts, but the level of crispness is average rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—two ornate pieces, a low-angle close-up, and a visible impact with a shockwave and wood debris. However, several key aspects are underrepresented: the pieces’ materials and finish are not convincingly depicted (the red piece lacks convincing red-lacquer texture, and the black piece’s material appearance is ambiguous), and the dramatic lighting and shadowing described in the prompt are not strongly realized. The result captures the gist of the prompt but does not fully embody its detailed material and lighting specifics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The collision appears plausible at a basic level, with pieces interacting and debris scattering, but the dynamics feel somewhat restrained and lack the full momentum and energy suggested by the prompt. Material properties and surface interactions are not deeply simulated, and the overall physical realism remains average rather than highly 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": 3.046875,
+ "TA": 2.515625,
+ "MQ": 2.84375,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic, low-angle extreme close-up shot featuring two ornate Chinese chess pieces (a red-lacquered General and an ebony Cannon) clashing with hyper-realistic force on a polished dark wood board, with a visible shockwave, wood splinters, and high-contrast lighting. The video largely follows this setup but does not fully realize the dramatic impact or the specific material cues described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the pieces, with some motion blur during action and mild softness in certain regions. Lighting remains consistent and the shallow depth of field aligns with the prompt, though the overall sharpness and fine-grained detail do not reach high-end levels. The sequence remains coherent, with no major distortions or artifacts, but the level of crispness is average rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—two ornate pieces, a low-angle close-up, and a visible impact with a shockwave and wood debris. However, several key aspects are underrepresented: the pieces’ materials and finish are not convincingly depicted (the red piece lacks convincing red-lacquer texture, and the black piece’s material appearance is ambiguous), and the dramatic lighting and shadowing described in the prompt are not strongly realized. The result captures the gist of the prompt but does not fully embody its detailed material and lighting specifics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The collision appears plausible at a basic level, with pieces interacting and debris scattering, but the dynamics feel somewhat restrained and lack the full momentum and energy suggested by the prompt. Material properties and surface interactions are not deeply simulated, and the overall physical realism remains average rather than highly convincing.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_5/index_tensor([1404, 1404])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_5/index_tensor([1404, 1404])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8836dbe5edd518b340f9b014998edfb6f15536be
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_5/index_tensor([1404, 1404])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Ultra-slow motion, static extreme close-ups capture the mesmerizing pivot of a clockwork ballerina's single foot, creating an atmosphere of profound tranquility and focused wonder. The camera closely monitors the joint of her ankle, where meticulously crafted, polished brass gears and cogs spin with impossible, frictionless smoothness within an intricately hollowed housing. Warm, dusty light filters in from an unseen window, slanting across the scene in a brilliant axis, creating a golden glow and causing countless motes of dust to swirl languidly in the still air. The ballerina's figure, a delicate amalgam of ancient painted porcelain legs and a faded copper-mesh tutu, twirls gracefully on a dark wooden surface. A perfectly smooth black metal sphere hovers silently behind her, slightly out of focus, its matte surface absorbing the light and contrasting sharply with the ballerina's gleaming mechanism. The shallow depth of field blurs the background into a soft image of a quiet room, suggesting wooden shelves and forgotten treasures, highlighting the silent and intricate beauty of the mechanical performance.",
+ "seed": 11983,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_5/index_1404_seed_11983_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": 3.078125,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 8.75,
+ "avg": 8.765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Ultra-slow motion, static extreme close-ups capture the mesmerizing pivot of a clockwork ballerina's single foot, creating an atmosphere of profound tranquility and focused wonder. The camera closely monitors the joint of her ankle, where meticulously crafted, polished brass gears and cogs spin with impossible, frictionless smoothness within an intricately hollowed housing. Warm, dusty light filters in from an unseen window, slanting across the scene in a brilliant axis, creating a golden glow and causing countless motes of dust to swirl languidly in the still air. The ballerina's figure, a delicate amalgam of ancient painted porcelain legs and a faded copper-mesh tutu, twirls gracefully on a dark wooden surface. A perfectly smooth black metal sphere hovers silently behind her, slightly out of focus, its matte surface absorbing the light and contrasting sharply with the ballerina's gleaming mechanism. The shallow depth of field blurs the background into a soft image of a quiet room, suggesting wooden shelves and forgotten treasures, highlighting the silent and intricate beauty of the mechanical performance.",
+ "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 highly stylized, ultra-slow-motion scene featuring a clockwork ballerina with a single foot, warm lighting, and a golden glow. In practice, the video presents a leg in a copper-mesh skirt with a visible gear element and a dark sphere, but several key prompt elements are not realized. The sequence reads as a static close-up rather than a dynamic, fluid performance, and the intended ethereal, almost suspended motion is not achieved. Overall, the alignment with the prompt is partial at best, with important aspects missing or underdeveloped.\n\nVisual Quality Analysis:\nThe visuals show moderate clarity with some softness and mild blur, which may be stylistic or due to rendering limitations. The lighting is warm and consistent, and the depth-of-field effect is present, though the overall sharpness is not high. The frames appear relatively stable with limited motion, resulting in a mid-range visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The clockwork aesthetic is only partially realized (a visible gear element exists but does not convincingly drive the motion), and the central idea of a single-foot, ultra-slow-motion performance is not convincingly depicted. The atmosphere of warmth and a golden glow is captured, but the core dynamic and the precise mechanical interaction described are not faithfully rendered. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and object relationships, with coherent lighting and spatial arrangement. However, the mechanical interaction lacks convincing realism—the gear motion does not convincingly drive the leg, and the overall dynamics feel static rather than kinetic. This yields a moderate level of physical-consistency.\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": 3.078125,
+ "TA": 2.796875,
+ "MQ": 2.890625,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a highly stylized, ultra-slow-motion scene featuring a clockwork ballerina with a single foot, warm lighting, and a golden glow. In practice, the video presents a leg in a copper-mesh skirt with a visible gear element and a dark sphere, but several key prompt elements are not realized. The sequence reads as a static close-up rather than a dynamic, fluid performance, and the intended ethereal, almost suspended motion is not achieved. Overall, the alignment with the prompt is partial at best, with important aspects missing or underdeveloped.\n\nVisual Quality Analysis:\nThe visuals show moderate clarity with some softness and mild blur, which may be stylistic or due to rendering limitations. The lighting is warm and consistent, and the depth-of-field effect is present, though the overall sharpness is not high. The frames appear relatively stable with limited motion, resulting in a mid-range visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The clockwork aesthetic is only partially realized (a visible gear element exists but does not convincingly drive the motion), and the central idea of a single-foot, ultra-slow-motion performance is not convincingly depicted. The atmosphere of warmth and a golden glow is captured, but the core dynamic and the precise mechanical interaction described are not faithfully rendered. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and object relationships, with coherent lighting and spatial arrangement. However, the mechanical interaction lacks convincing realism—the gear motion does not convincingly drive the leg, and the overall dynamics feel static rather than kinetic. This yields a moderate level of physical-consistency.\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": "Ultra-slow motion, static extreme close-ups capture the mesmerizing pivot of a clockwork ballerina's single foot, creating an atmosphere of profound tranquility and focused wonder. The camera closely monitors the joint of her ankle, where meticulously crafted, polished brass gears and cogs spin with impossible, frictionless smoothness within an intricately hollowed housing. Warm, dusty light filters in from an unseen window, slanting across the scene in a brilliant axis, creating a golden glow and causing countless motes of dust to swirl languidly in the still air. The ballerina's figure, a delicate amalgam of ancient painted porcelain legs and a faded copper-mesh tutu, twirls gracefully on a dark wooden surface. A perfectly smooth black metal sphere hovers silently behind her, slightly out of focus, its matte surface absorbing the light and contrasting sharply with the ballerina's gleaming mechanism. The shallow depth of field blurs the background into a soft image of a quiet room, suggesting wooden shelves and forgotten treasures, highlighting the silent and intricate beauty of the mechanical performance.",
+ "seed": 11984,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_5/index_1404_seed_11984_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 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:\n- Ultra-slow motion, static extreme close-ups\n- Clockwork ballerina's single foot\n- Ankle joint with meticulously crafted, polished brass gears and cogs\n- Gears spinning with impossible, frictionless smoothness\n- Intricately hollowed housing\n- Warm, dusty light filtering from unseen window\n- Golden glow and dust motes swirling\n- Ballerina's delicate legs and copper-mesh tutu\n- Twirling gracefully on dark wooden surface\n- Perfectly smooth black metal sphere hovering behind her\n- Shallow depth of field blurring background\n- Quiet room with wooden shelves and forgotten treasures\n\nVisual Quality Assessment:\nAcross the sequence, the visuals are generally strong. The frames maintain good resolution and clarity, with a deliberate shallow depth of field that keeps the focal point on the mechanical elements while softly blurring the background. Lighting is warm and atmospheric, contributing to a cohesive mood. There are no obvious distortions or artifacts, and transitions between frames feel smooth. However, there are occasional minor inconsistencies in fine details and slight color/contrast variations that prevent a perfect 5. Overall, the visual quality is solid and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt, including the close-up framing, the presence of gears, and the warm lighting. However, several key elements are not clearly realized: the clockwork ballerina figure, the dynamic spinning of gears, the precise interaction between the leg and the mechanism, and the described environment (wooden shelves, forgotten treasures). The alignment is moderate rather than complete, reflecting partial fulfillment of the prompt. This corresponds to a mid-range score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible mechanical setup with coherent lighting and spatial relationships. Yet the integration of the human element with the gear system remains somewhat ambiguous, and some interactions appear stylized rather than physically exact. The overall physical consistency is acceptable but not fully convincing, yielding a moderate assessment around 3.\n\nGround-truth scores:\n- Visual Quality: 4\n- Text-to-Video Alignment: 3\n- 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": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.625,
+ "MQ": 3.25,
+ "Overall": 8.75
+ }
+ }
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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:\n- Ultra-slow motion, static extreme close-ups\n- Clockwork ballerina's single foot\n- Ankle joint with meticulously crafted, polished brass gears and cogs\n- Gears spinning with impossible, frictionless smoothness\n- Intricately hollowed housing\n- Warm, dusty light filtering from unseen window\n- Golden glow and dust motes swirling\n- Ballerina's delicate legs and copper-mesh tutu\n- Twirling gracefully on dark wooden surface\n- Perfectly smooth black metal sphere hovering behind her\n- Shallow depth of field blurring background\n- Quiet room with wooden shelves and forgotten treasures\n\nVisual Quality Assessment:\nAcross the sequence, the visuals are generally strong. The frames maintain good resolution and clarity, with a deliberate shallow depth of field that keeps the focal point on the mechanical elements while softly blurring the background. Lighting is warm and atmospheric, contributing to a cohesive mood. There are no obvious distortions or artifacts, and transitions between frames feel smooth. However, there are occasional minor inconsistencies in fine details and slight color/contrast variations that prevent a perfect 5. Overall, the visual quality is solid and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt, including the close-up framing, the presence of gears, and the warm lighting. However, several key elements are not clearly realized: the clockwork ballerina figure, the dynamic spinning of gears, the precise interaction between the leg and the mechanism, and the described environment (wooden shelves, forgotten treasures). The alignment is moderate rather than complete, reflecting partial fulfillment of the prompt. This corresponds to a mid-range score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible mechanical setup with coherent lighting and spatial relationships. Yet the integration of the human element with the gear system remains somewhat ambiguous, and some interactions appear stylized rather than physically exact. The overall physical consistency is acceptable but not fully convincing, yielding a moderate assessment around 3.\n\nGround-truth scores:\n- Visual Quality: 4\n- Text-to-Video Alignment: 3\n- Physical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 11985,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_5/index_1404_seed_11985_dp_11_rank_22_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.53125,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 9.375,
+ "avg": 9.34375,
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+ "question": "Ultra-slow motion, static extreme close-ups capture the mesmerizing pivot of a clockwork ballerina's single foot, creating an atmosphere of profound tranquility and focused wonder. The camera closely monitors the joint of her ankle, where meticulously crafted, polished brass gears and cogs spin with impossible, frictionless smoothness within an intricately hollowed housing. Warm, dusty light filters in from an unseen window, slanting across the scene in a brilliant axis, creating a golden glow and causing countless motes of dust to swirl languidly in the still air. The ballerina's figure, a delicate amalgam of ancient painted porcelain legs and a faded copper-mesh tutu, twirls gracefully on a dark wooden surface. A perfectly smooth black metal sphere hovers silently behind her, slightly out of focus, its matte surface absorbing the light and contrasting sharply with the ballerina's gleaming mechanism. The shallow depth of field blurs the background into a soft image of a quiet room, suggesting wooden shelves and forgotten treasures, highlighting the silent and intricate beauty of the mechanical performance.",
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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 highly stylized, ultra-slow-motion scene featuring a clockwork ballerina with a single foot, warm lighting, and a floating black metal sphere. While the concept is clear, the execution does not fully realize all elements described; some aspects are present but not consistently realized throughout the video.\n\nVisual Quality Analysis:\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 sharpness across frames. The depth-of-field effect is present but not uniformly convincing, and a few frames exhibit mild noise or color variation that prevent a higher rating. The sequence remains coherent, 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 captures several key motifs—ballerina-like figure, a single foot, visible gears, warm lighting, and a floating black sphere—with reasonable fidelity. However, certain aspects such as the precise mechanical motion, the exact interaction between the foot and the gears, and the depth cues are not consistently realized, resulting in only partial alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the floating sphere adds a surreal touch without breaking coherence. Some mechanical interactions appear simplified or not perfectly synchronized, and a few environmental cues could be more tightly integrated with the action, but nothing severely breaks plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
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+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.53125,
+ "TA": 2.9375,
+ "MQ": 2.875,
+ "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 highly stylized, ultra-slow-motion scene featuring a clockwork ballerina with a single foot, warm lighting, and a floating black metal sphere. While the concept is clear, the execution does not fully realize all elements described; some aspects are present but not consistently realized throughout the video.\n\nVisual Quality Analysis:\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 sharpness across frames. The depth-of-field effect is present but not uniformly convincing, and a few frames exhibit mild noise or color variation that prevent a higher rating. The sequence remains coherent, 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 captures several key motifs—ballerina-like figure, a single foot, visible gears, warm lighting, and a floating black sphere—with reasonable fidelity. However, certain aspects such as the precise mechanical motion, the exact interaction between the foot and the gears, and the depth cues are not consistently realized, resulting in only partial alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the floating sphere adds a surreal touch without breaking coherence. Some mechanical interactions appear simplified or not perfectly synchronized, and a few environmental cues could be more tightly integrated with the action, but nothing severely breaks plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Ultra-slow motion, static extreme close-ups capture the mesmerizing pivot of a clockwork ballerina's single foot, creating an atmosphere of profound tranquility and focused wonder. The camera closely monitors the joint of her ankle, where meticulously crafted, polished brass gears and cogs spin with impossible, frictionless smoothness within an intricately hollowed housing. Warm, dusty light filters in from an unseen window, slanting across the scene in a brilliant axis, creating a golden glow and causing countless motes of dust to swirl languidly in the still air. The ballerina's figure, a delicate amalgam of ancient painted porcelain legs and a faded copper-mesh tutu, twirls gracefully on a dark wooden surface. A perfectly smooth black metal sphere hovers silently behind her, slightly out of focus, its matte surface absorbing the light and contrasting sharply with the ballerina's gleaming mechanism. The shallow depth of field blurs the background into a soft image of a quiet room, suggesting wooden shelves and forgotten treasures, highlighting the silent and intricate beauty of the mechanical performance.",
+ "seed": 11986,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_5/index_1404_seed_11986_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": 3.640625,
+ "video_score2_ta": 1.9296875,
+ "video_score2_mq": 2.5,
+ "video_score2_overall": 8.0625,
+ "avg": 8.0703125,
+ "reward_records": [
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+ "question": "Ultra-slow motion, static extreme close-ups capture the mesmerizing pivot of a clockwork ballerina's single foot, creating an atmosphere of profound tranquility and focused wonder. The camera closely monitors the joint of her ankle, where meticulously crafted, polished brass gears and cogs spin with impossible, frictionless smoothness within an intricately hollowed housing. Warm, dusty light filters in from an unseen window, slanting across the scene in a brilliant axis, creating a golden glow and causing countless motes of dust to swirl languidly in the still air. The ballerina's figure, a delicate amalgam of ancient painted porcelain legs and a faded copper-mesh tutu, twirls gracefully on a dark wooden surface. A perfectly smooth black metal sphere hovers silently behind her, slightly out of focus, its matte surface absorbing the light and contrasting sharply with the ballerina's gleaming mechanism. The shallow depth of field blurs the background into a soft image of a quiet room, suggesting wooden shelves and forgotten treasures, highlighting the silent and intricate beauty of the mechanical performance.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a highly specific scene: ultra-slow-motion, static extreme close-ups of a clockwork ballerina's single foot, with warm, dusty lighting and a golden glow, featuring a delicate amalgamation of ancient painted legs and a copper-mesh tutu, on a dark wooden surface, with a perfectly smooth black metal sphere hovering behind and a shallow depth of field. The actual video does not realize these elements; the alignment is severely off.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of mechanical components, but the overall presentation lacks the cinematic polish described in the prompt. The lighting is warm and atmospheric, yet the sequence does not convey the intended ethereal, delicate mood or the precise composition promised. The result reads as competent technical rendering rather than a refined artistic realization, yielding a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The video centers on mechanical gears and a spherical object, with no ballerina figure, no legs, no tutu, and no graceful movement. The core narrative and aesthetic described in the prompt are absent, indicating a severe misalignment between text and video content.\n\nPhysical/Common-sense Consistency Analysis:\nMechanical elements appear physically plausible in isolation, with coherent lighting and spatial relationships among components. However, the scene does not reflect the intended artistic vision or the implied physical interactions within that vision. The overall physical realism is present at a basic level but fails to support the described scenario, resulting in limited common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 3.640625,
+ "TA": 1.9296875,
+ "MQ": 2.5,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a highly specific scene: ultra-slow-motion, static extreme close-ups of a clockwork ballerina's single foot, with warm, dusty lighting and a golden glow, featuring a delicate amalgamation of ancient painted legs and a copper-mesh tutu, on a dark wooden surface, with a perfectly smooth black metal sphere hovering behind and a shallow depth of field. The actual video does not realize these elements; the alignment is severely off.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of mechanical components, but the overall presentation lacks the cinematic polish described in the prompt. The lighting is warm and atmospheric, yet the sequence does not convey the intended ethereal, delicate mood or the precise composition promised. The result reads as competent technical rendering rather than a refined artistic realization, yielding a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The video centers on mechanical gears and a spherical object, with no ballerina figure, no legs, no tutu, and no graceful movement. The core narrative and aesthetic described in the prompt are absent, indicating a severe misalignment between text and video content.\n\nPhysical/Common-sense Consistency Analysis:\nMechanical elements appear physically plausible in isolation, with coherent lighting and spatial relationships among components. However, the scene does not reflect the intended artistic vision or the implied physical interactions within that vision. The overall physical realism is present at a basic level but fails to support the described scenario, resulting in limited common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_6/index_tensor([6289, 6289])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_6/index_tensor([6289, 6289])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..aca399291e3784e42db88d3e5f7f43471e73ce90
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_6/index_tensor([6289, 6289])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static macro close-up, rendered in a Ghibli-inspired art style, captures a tender moment of parental care. The camera remains perfectly still, focused on a large, fluffy bag moth, its body a beautiful, soft tapestry of intricately woven silk, dotted with tiny, vibrant petals in soft pinks and pale yellows. The moth nestles in a cozy teardrop-shaped cocoon, suspended from the delicate, unfurled fronds of a dew-covered fern. The cocoon itself is a masterpiece of natural structure, reflecting the parent's composition. The entire scene is illuminated by soft, dappled sunlight filtering through the lush, out-of-focus forest canopy, creating ever-changing patterns of warm gold on the subject and causing the spherical dewdrops on the fern to shimmer like tiny jewels. Slowly and carefully, the mother moth adds another vibrant, tiny green leaf to its intricate nest, her movements deliberate and purposeful. Its large, dark, shiny eyes, reflecting the soft forest light, are full of deep warmth and affection, embodying Miyazaki's classic aesthetic of respecting nature and gentle emotions, and creating a peaceful and warm atmosphere.",
+ "seed": 7194,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_6/index_6289_seed_7194_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": 4.1875,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static macro close-up, rendered in a Ghibli-inspired art style, captures a tender moment of parental care. The camera remains perfectly still, focused on a large, fluffy bag moth, its body a beautiful, soft tapestry of intricately woven silk, dotted with tiny, vibrant petals in soft pinks and pale yellows. The moth nestles in a cozy teardrop-shaped cocoon, suspended from the delicate, unfurled fronds of a dew-covered fern. The cocoon itself is a masterpiece of natural structure, reflecting the parent's composition. The entire scene is illuminated by soft, dappled sunlight filtering through the lush, out-of-focus forest canopy, creating ever-changing patterns of warm gold on the subject and causing the spherical dewdrops on the fern to shimmer like tiny jewels. Slowly and carefully, the mother moth adds another vibrant, tiny green leaf to its intricate nest, her movements deliberate and purposeful. Its large, dark, shiny eyes, reflecting the soft forest light, are full of deep warmth and affection, embodying Miyazaki's classic aesthetic of respecting nature and gentle emotions, and creating a peaceful and warm atmosphere.",
+ "token_credit_reward": 9.8125,
+ "selected_reward": 9.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static macro close-up with a Ghibli-inspired aesthetic, featuring a tender moment of parental care where a large, fluffy bag moth adds leaves to a teardrop-shaped cocoon suspended from dew-covered ferns, illuminated by soft, dappled sunlight and reflected in the mother's dark, shiny eyes. In the actual video, several elements align (close-up framing, presence of a large butterfly/moth, pink/petal-like accents, dew-covered ferns, soft lighting), but key narrative actions are not realized: there is no visible cocoon-building sequence, no leaf addition, and the Ghibli-inspired stylistic cues are not evident. Overall, the alignment to the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe visuals are technically solid: high resolution, sharp detail, natural color balance, and convincing depth of field. The scene remains stable across frames, with consistent lighting and minimal artifacts. However, the overall aesthetic does not capture the soft, hand-drawn warmth typical of the Ghibli style, resulting in a competent but not particularly evocative presentation. This yields a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video partially matches the prompt: some elements (close-up framing, presence of a large butterfly/moth, pink/petal-like accents, dew-covered ferns, soft lighting) are present, while crucial narrative components — the cocoon, the leaf-building action, and the Ghibli-inspired look — are missing or underdeveloped. The alignment is therefore moderate.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the insect’s anatomy appears correct, dew droplets behave realistically, and lighting/shadows are coherent. There are no obvious violations of physics or common sense. The absence of the described actions does not introduce physical inconsistencies; it simply reflects a mismatch between the intended narrative and what is shown. Overall, physical/common-sense consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 4.1875,
+ "TA": 2.453125,
+ "MQ": 3.1875,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static macro close-up with a Ghibli-inspired aesthetic, featuring a tender moment of parental care where a large, fluffy bag moth adds leaves to a teardrop-shaped cocoon suspended from dew-covered ferns, illuminated by soft, dappled sunlight and reflected in the mother's dark, shiny eyes. In the actual video, several elements align (close-up framing, presence of a large butterfly/moth, pink/petal-like accents, dew-covered ferns, soft lighting), but key narrative actions are not realized: there is no visible cocoon-building sequence, no leaf addition, and the Ghibli-inspired stylistic cues are not evident. Overall, the alignment to the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe visuals are technically solid: high resolution, sharp detail, natural color balance, and convincing depth of field. The scene remains stable across frames, with consistent lighting and minimal artifacts. However, the overall aesthetic does not capture the soft, hand-drawn warmth typical of the Ghibli style, resulting in a competent but not particularly evocative presentation. This yields a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video partially matches the prompt: some elements (close-up framing, presence of a large butterfly/moth, pink/petal-like accents, dew-covered ferns, soft lighting) are present, while crucial narrative components — the cocoon, the leaf-building action, and the Ghibli-inspired look — are missing or underdeveloped. The alignment is therefore moderate.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the insect’s anatomy appears correct, dew droplets behave realistically, and lighting/shadows are coherent. There are no obvious violations of physics or common sense. The absence of the described actions does not introduce physical inconsistencies; it simply reflects a mismatch between the intended narrative and what is shown. Overall, physical/common-sense consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static macro close-up, rendered in a Ghibli-inspired art style, captures a tender moment of parental care. The camera remains perfectly still, focused on a large, fluffy bag moth, its body a beautiful, soft tapestry of intricately woven silk, dotted with tiny, vibrant petals in soft pinks and pale yellows. The moth nestles in a cozy teardrop-shaped cocoon, suspended from the delicate, unfurled fronds of a dew-covered fern. The cocoon itself is a masterpiece of natural structure, reflecting the parent's composition. The entire scene is illuminated by soft, dappled sunlight filtering through the lush, out-of-focus forest canopy, creating ever-changing patterns of warm gold on the subject and causing the spherical dewdrops on the fern to shimmer like tiny jewels. Slowly and carefully, the mother moth adds another vibrant, tiny green leaf to its intricate nest, her movements deliberate and purposeful. Its large, dark, shiny eyes, reflecting the soft forest light, are full of deep warmth and affection, embodying Miyazaki's classic aesthetic of respecting nature and gentle emotions, and creating a peaceful and warm atmosphere.",
+ "seed": 7195,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_6/index_6289_seed_7195_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 4.4375,
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+ "video_score2_overall": 11.0,
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+ "question": "static macro close-up, rendered in a Ghibli-inspired art style, captures a tender moment of parental care. The camera remains perfectly still, focused on a large, fluffy bag moth, its body a beautiful, soft tapestry of intricately woven silk, dotted with tiny, vibrant petals in soft pinks and pale yellows. The moth nestles in a cozy teardrop-shaped cocoon, suspended from the delicate, unfurled fronds of a dew-covered fern. The cocoon itself is a masterpiece of natural structure, reflecting the parent's composition. The entire scene is illuminated by soft, dappled sunlight filtering through the lush, out-of-focus forest canopy, creating ever-changing patterns of warm gold on the subject and causing the spherical dewdrops on the fern to shimmer like tiny jewels. Slowly and carefully, the mother moth adds another vibrant, tiny green leaf to its intricate nest, her movements deliberate and purposeful. Its large, dark, shiny eyes, reflecting the soft forest light, are full of deep warmth and affection, embodying Miyazaki's classic aesthetic of respecting nature and gentle emotions, and creating a peaceful and warm atmosphere.",
+ "token_credit_reward": 11.0,
+ "selected_reward": 11.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 macro close-up in a Ghibli-inspired art style capturing a tender moment of parental care. The scene features a large, fluffy bag moth with a soft, intricate body pattern, a teardrop cocoon suspended from dew-covered fern fronds, and a warm, dappled forest illumination. The mother adds a green leaf to the nest, and the overall mood is one of gentle warmth and natural respect.\n\nVisual Quality Assessment:\nThe frames show high fidelity with sharp detail, clear rendering of the cocoon and dewdrops, and consistent lighting. The macro close-up is convincing, and the color palette aligns with the intended aesthetic. However, the sequence is largely static with minimal motion between frames, which reduces the sense of dynamic video quality. Overall, visual quality is strong but not perfect due to limited movement.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with several prompt elements: static macro close-up, Ghibli-inspired softness, a large fluffy bag moth, a teardrop cocoon, and a forest setting with dewdrops. The main narrative action described in the prompt — the mother adding a green leaf to the nest — is not depicted, resulting in a moderate misalignment. The overall mood and composition remain faithful, but the absence of the key action lowers the alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible natural behavior and environmental cues: the cocoon’s structure, the placement among dew-covered ferns, and the soft forest lighting all support a coherent, physically plausible moment. The lack of motion does not introduce any logical inconsistencies; it simply reflects a static capture rather than a dynamic sequence.\n\nGround-truth scores (for reference): 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": 4.4375,
+ "TA": 2.609375,
+ "MQ": 3.90625,
+ "Overall": 11.0
+ }
+ }
+ ],
+ "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 macro close-up in a Ghibli-inspired art style capturing a tender moment of parental care. The scene features a large, fluffy bag moth with a soft, intricate body pattern, a teardrop cocoon suspended from dew-covered fern fronds, and a warm, dappled forest illumination. The mother adds a green leaf to the nest, and the overall mood is one of gentle warmth and natural respect.\n\nVisual Quality Assessment:\nThe frames show high fidelity with sharp detail, clear rendering of the cocoon and dewdrops, and consistent lighting. The macro close-up is convincing, and the color palette aligns with the intended aesthetic. However, the sequence is largely static with minimal motion between frames, which reduces the sense of dynamic video quality. Overall, visual quality is strong but not perfect due to limited movement.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with several prompt elements: static macro close-up, Ghibli-inspired softness, a large fluffy bag moth, a teardrop cocoon, and a forest setting with dewdrops. The main narrative action described in the prompt — the mother adding a green leaf to the nest — is not depicted, resulting in a moderate misalignment. The overall mood and composition remain faithful, but the absence of the key action lowers the alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible natural behavior and environmental cues: the cocoon’s structure, the placement among dew-covered ferns, and the soft forest lighting all support a coherent, physically plausible moment. The lack of motion does not introduce any logical inconsistencies; it simply reflects a static capture rather than a dynamic sequence.\n\nGround-truth scores (for reference): 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": "static macro close-up, rendered in a Ghibli-inspired art style, captures a tender moment of parental care. The camera remains perfectly still, focused on a large, fluffy bag moth, its body a beautiful, soft tapestry of intricately woven silk, dotted with tiny, vibrant petals in soft pinks and pale yellows. The moth nestles in a cozy teardrop-shaped cocoon, suspended from the delicate, unfurled fronds of a dew-covered fern. The cocoon itself is a masterpiece of natural structure, reflecting the parent's composition. The entire scene is illuminated by soft, dappled sunlight filtering through the lush, out-of-focus forest canopy, creating ever-changing patterns of warm gold on the subject and causing the spherical dewdrops on the fern to shimmer like tiny jewels. Slowly and carefully, the mother moth adds another vibrant, tiny green leaf to its intricate nest, her movements deliberate and purposeful. Its large, dark, shiny eyes, reflecting the soft forest light, are full of deep warmth and affection, embodying Miyazaki's classic aesthetic of respecting nature and gentle emotions, and creating a peaceful and warm atmosphere.",
+ "seed": 7196,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_6/index_6289_seed_7196_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.890625,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 9.75,
+ "avg": 9.796875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static macro close-up, rendered in a Ghibli-inspired art style, captures a tender moment of parental care. The camera remains perfectly still, focused on a large, fluffy bag moth, its body a beautiful, soft tapestry of intricately woven silk, dotted with tiny, vibrant petals in soft pinks and pale yellows. The moth nestles in a cozy teardrop-shaped cocoon, suspended from the delicate, unfurled fronds of a dew-covered fern. The cocoon itself is a masterpiece of natural structure, reflecting the parent's composition. The entire scene is illuminated by soft, dappled sunlight filtering through the lush, out-of-focus forest canopy, creating ever-changing patterns of warm gold on the subject and causing the spherical dewdrops on the fern to shimmer like tiny jewels. Slowly and carefully, the mother moth adds another vibrant, tiny green leaf to its intricate nest, her movements deliberate and purposeful. Its large, dark, shiny eyes, reflecting the soft forest light, are full of deep warmth and affection, embodying Miyazaki's classic aesthetic of respecting nature and gentle emotions, and creating a peaceful and warm atmosphere.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static macro close-up in a Ghibli-inspired style featuring a tender moment of parental care. It envisions a large, fluffy bag moth with a soft, intricate silk texture, dotted with tiny petals, nestled in a teardrop cocoon suspended from dew-covered ferns, illuminated by soft, dappled sunlight filtering through a lush forest canopy, with the mother adding a green leaf to the nest while the scene maintains a peaceful, warm mood.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear detail in the eye region and visible dewdrops. The lighting is warm and atmospheric, and the background blur contributes to a pleasant depth. However, there are minor inconsistencies across frames (slight shifts in the eye region and cocoon shape) that prevent a flawless impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: macro close-up, Ghibli-inspired aesthetics, and a tender mood are present. Some elements diverge: the cocoon appears more delicate than described, and the act of adding a leaf is not clearly depicted. Despite these gaps, the overall alignment remains strong, supporting a high score (4).\n\nPhysical Consistency Assessment:\nThe scene generally follows plausible physics: the subject remains in place, dewdrops behave naturally, and lighting is consistent. Minor frame-to-frame variations exist but do not disrupt coherence. Overall, Physical Consistency is moderate (score 3).\n\nFinal Scoring:\nVisual 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": {
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+ "TA": 2.5625,
+ "MQ": 3.34375,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static macro close-up in a Ghibli-inspired style featuring a tender moment of parental care. It envisions a large, fluffy bag moth with a soft, intricate silk texture, dotted with tiny petals, nestled in a teardrop cocoon suspended from dew-covered ferns, illuminated by soft, dappled sunlight filtering through a lush forest canopy, with the mother adding a green leaf to the nest while the scene maintains a peaceful, warm mood.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear detail in the eye region and visible dewdrops. The lighting is warm and atmospheric, and the background blur contributes to a pleasant depth. However, there are minor inconsistencies across frames (slight shifts in the eye region and cocoon shape) that prevent a flawless impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: macro close-up, Ghibli-inspired aesthetics, and a tender mood are present. Some elements diverge: the cocoon appears more delicate than described, and the act of adding a leaf is not clearly depicted. Despite these gaps, the overall alignment remains strong, supporting a high score (4).\n\nPhysical Consistency Assessment:\nThe scene generally follows plausible physics: the subject remains in place, dewdrops behave naturally, and lighting is consistent. Minor frame-to-frame variations exist but do not disrupt coherence. Overall, Physical Consistency is moderate (score 3).\n\nFinal Scoring:\nVisual 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 macro close-up, rendered in a Ghibli-inspired art style, captures a tender moment of parental care. The camera remains perfectly still, focused on a large, fluffy bag moth, its body a beautiful, soft tapestry of intricately woven silk, dotted with tiny, vibrant petals in soft pinks and pale yellows. The moth nestles in a cozy teardrop-shaped cocoon, suspended from the delicate, unfurled fronds of a dew-covered fern. The cocoon itself is a masterpiece of natural structure, reflecting the parent's composition. The entire scene is illuminated by soft, dappled sunlight filtering through the lush, out-of-focus forest canopy, creating ever-changing patterns of warm gold on the subject and causing the spherical dewdrops on the fern to shimmer like tiny jewels. Slowly and carefully, the mother moth adds another vibrant, tiny green leaf to its intricate nest, her movements deliberate and purposeful. Its large, dark, shiny eyes, reflecting the soft forest light, are full of deep warmth and affection, embodying Miyazaki's classic aesthetic of respecting nature and gentle emotions, and creating a peaceful and warm atmosphere.",
+ "seed": 7197,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_6/index_6289_seed_7197_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.9375,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 10.75,
+ "avg": 10.703125,
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+ "question": "static macro close-up, rendered in a Ghibli-inspired art style, captures a tender moment of parental care. The camera remains perfectly still, focused on a large, fluffy bag moth, its body a beautiful, soft tapestry of intricately woven silk, dotted with tiny, vibrant petals in soft pinks and pale yellows. The moth nestles in a cozy teardrop-shaped cocoon, suspended from the delicate, unfurled fronds of a dew-covered fern. The cocoon itself is a masterpiece of natural structure, reflecting the parent's composition. The entire scene is illuminated by soft, dappled sunlight filtering through the lush, out-of-focus forest canopy, creating ever-changing patterns of warm gold on the subject and causing the spherical dewdrops on the fern to shimmer like tiny jewels. Slowly and carefully, the mother moth adds another vibrant, tiny green leaf to its intricate nest, her movements deliberate and purposeful. Its large, dark, shiny eyes, reflecting the soft forest light, are full of deep warmth and affection, embodying Miyazaki's classic aesthetic of respecting nature and gentle emotions, and creating a peaceful and warm atmosphere.",
+ "token_credit_reward": 10.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static macro close-up in a Ghibli-inspired style featuring a tender moment of parental care. It envisions a large, fluffy bag moth with a soft, intricate silk texture, dotted with tiny petals, nestled in a teardrop-shaped cocoon suspended from dew-covered fern fronds. The cocoon reflects the parent's composition, and the scene is lit by soft, dappled sunlight filtering through a lush forest canopy, with spherical dewdrops shimmering like tiny jewels. The mother adds a tiny green leaf to the nest, and the large dark eyes reflect the forest light, conveying warmth and affection in a Miyazaki-inspired aesthetic.\n\nVisual Quality Assessment:\nThe frames show strong visual fidelity overall. The macro close-up is well executed, with clear detail in the cocoon strands, dewdrops, and the subject. The lighting yields a warm, golden mood consistent with the description. There are no major artifacts or distortions, and color grading supports the intended atmosphere. However, there are occasional minor imperfections (e.g., slight bloom in bright highlights or subtle noise in shaded areas) that prevent a perfect top-tier score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely matches the prompt elements: macro close-up, Ghibli-inspired soft aesthetic, and a tender moment of care. The large, fluffy bag moth, the teardrop cocoon, the dew-covered fern, and the warm lighting are present. The specific action of adding a leaf is not clearly depicted across frames, but the surrounding cues support the intended narrative. The alignment is strong overall, corresponding to a 4/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the cocoon’s structure, the way dewdrops interact with light, and the spatial relationships among the mother, cocoon, and fern are coherent. No obvious physical contradictions are observed, supporting a high level of common-sense consistency. This dimension 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": 3.9375,
+ "TA": 2.734375,
+ "MQ": 4.03125,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static macro close-up in a Ghibli-inspired style featuring a tender moment of parental care. It envisions a large, fluffy bag moth with a soft, intricate silk texture, dotted with tiny petals, nestled in a teardrop-shaped cocoon suspended from dew-covered fern fronds. The cocoon reflects the parent's composition, and the scene is lit by soft, dappled sunlight filtering through a lush forest canopy, with spherical dewdrops shimmering like tiny jewels. The mother adds a tiny green leaf to the nest, and the large dark eyes reflect the forest light, conveying warmth and affection in a Miyazaki-inspired aesthetic.\n\nVisual Quality Assessment:\nThe frames show strong visual fidelity overall. The macro close-up is well executed, with clear detail in the cocoon strands, dewdrops, and the subject. The lighting yields a warm, golden mood consistent with the description. There are no major artifacts or distortions, and color grading supports the intended atmosphere. However, there are occasional minor imperfections (e.g., slight bloom in bright highlights or subtle noise in shaded areas) that prevent a perfect top-tier score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely matches the prompt elements: macro close-up, Ghibli-inspired soft aesthetic, and a tender moment of care. The large, fluffy bag moth, the teardrop cocoon, the dew-covered fern, and the warm lighting are present. The specific action of adding a leaf is not clearly depicted across frames, but the surrounding cues support the intended narrative. The alignment is strong overall, corresponding to a 4/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: the cocoon’s structure, the way dewdrops interact with light, and the spatial relationships among the mother, cocoon, and fern are coherent. No obvious physical contradictions are observed, supporting a high level of common-sense consistency. This dimension 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_7/index_tensor([4213, 4213])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_7/index_tensor([4213, 4213])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fb6de8cbc911d2da6bbdd2caca71ad7226c80e5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_7/index_tensor([4213, 4213])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An epic wide-angle, long shot, captured with a slight, unsteady handheld feel, seems to subtly tremble. From a slightly bird's-eye view, the camera captures an apocalyptic scene reminiscent of ancient Chinese mythology: the vast expanse of earth is a deeply cracked ochre, with dried-up riverbeds winding across it like vast scars. Once-fertile soil is being devoured by the encroaching sands. Scattered across the frame are twisted, charred, withered trees, their branches desperately reaching toward the sky. The few remaining blades of withered grass shiver in the parched wind. The sky is dominated by massive, inky cumulonimbus clouds. These clouds, far from static, roll and swirl with a slow, purposeful motion, as if stirred by invisible hands. Their edges flicker with eerie flashes of purple and crimson lightning. The ever-shifting forms of the clouds vaguely outline the silhouettes of mythical beasts or gods, creating an ominous, dynamic celestial scene. Sunlight barely penetrates the thick cloud cover, shrouding the world in a dim and oppressive light. Only the flashes of lightning between the clouds cast fleeting, eerie shadows across this dead landscape. The entire scene is filled with the grandeur and deathly silence of the apocalypse. An ancient, heavy sense of despair hangs over this crumbling world.",
+ "seed": 14807,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_7/index_4213_seed_14807_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": 2.953125,
+ "video_score2_ta": 3.921875,
+ "video_score2_mq": 3.359375,
+ "video_score2_overall": 10.25,
+ "avg": 10.234375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
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+ "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 an epic wide-angle, long-shot scene with a slight handheld feel, featuring a desolate, apocalyptic landscape with:\n- Deeply cracked, dry earth (ochre-colored)\n- Dried-up riverbeds winding across the terrain\n- Twisted, charred, withered trees scattered across the frame\n- Branches reaching toward the sky\n- Few remaining blades of withered grass\n- Massive, inky cumulonimbus clouds dominating the sky\n- Clouds rolling and swirling with movement\n- Purple and crimson lightning flashes at edges\n- Dynamic celestial scene with shifting forms\n- Sunlight barely penetrating thick cloud cover\n- Dim, oppressive lighting\n- Ominous, dynamic atmosphere\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 sharpness. The color palette remains consistent with warm earth tones and dramatic sky hues, and atmospheric effects (clouds, haze) contribute to mood without fully obscuring details. Lighting and contrast are generally stable, though a few frames show minor inconsistencies. The sequence maintains a cinematic feel, but the overall clarity does not reach high-end production levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide-angle apocalyptic landscape with cracked earth, dried vegetation, and a desolate atmosphere. Key features—ochre-toned terrain, scattered trees, and a dramatic sky with lightning—are present. Some nuanced aspects, such as the precise interpretation of the “unsteady handheld” feel and the exact timing of cloud movements, are less explicit, but the major components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible environmental cues—dry, cracked ground; sparse vegetation; and a stormy sky—with coherent lighting and weather dynamics. However, certain elements (e.g., the intensity of lightning relative to the scene scale, or the perceived interaction between wind, dust, and vegetation) are not perfectly synchronized, leaving room for minor inconsistencies in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.953125,
+ "TA": 3.921875,
+ "MQ": 3.359375,
+ "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 an epic wide-angle, long-shot scene with a slight handheld feel, featuring a desolate, apocalyptic landscape with:\n- Deeply cracked, dry earth (ochre-colored)\n- Dried-up riverbeds winding across the terrain\n- Twisted, charred, withered trees scattered across the frame\n- Branches reaching toward the sky\n- Few remaining blades of withered grass\n- Massive, inky cumulonimbus clouds dominating the sky\n- Clouds rolling and swirling with movement\n- Purple and crimson lightning flashes at edges\n- Dynamic celestial scene with shifting forms\n- Sunlight barely penetrating thick cloud cover\n- Dim, oppressive lighting\n- Ominous, dynamic atmosphere\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 sharpness. The color palette remains consistent with warm earth tones and dramatic sky hues, and atmospheric effects (clouds, haze) contribute to mood without fully obscuring details. Lighting and contrast are generally stable, though a few frames show minor inconsistencies. The sequence maintains a cinematic feel, but the overall clarity does not reach high-end production levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide-angle apocalyptic landscape with cracked earth, dried vegetation, and a desolate atmosphere. Key features—ochre-toned terrain, scattered trees, and a dramatic sky with lightning—are present. Some nuanced aspects, such as the precise interpretation of the “unsteady handheld” feel and the exact timing of cloud movements, are less explicit, but the major components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible environmental cues—dry, cracked ground; sparse vegetation; and a stormy sky—with coherent lighting and weather dynamics. However, certain elements (e.g., the intensity of lightning relative to the scene scale, or the perceived interaction between wind, dust, and vegetation) are not perfectly synchronized, leaving room for minor inconsistencies in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An epic wide-angle, long shot, captured with a slight, unsteady handheld feel, seems to subtly tremble. From a slightly bird's-eye view, the camera captures an apocalyptic scene reminiscent of ancient Chinese mythology: the vast expanse of earth is a deeply cracked ochre, with dried-up riverbeds winding across it like vast scars. Once-fertile soil is being devoured by the encroaching sands. Scattered across the frame are twisted, charred, withered trees, their branches desperately reaching toward the sky. The few remaining blades of withered grass shiver in the parched wind. The sky is dominated by massive, inky cumulonimbus clouds. These clouds, far from static, roll and swirl with a slow, purposeful motion, as if stirred by invisible hands. Their edges flicker with eerie flashes of purple and crimson lightning. The ever-shifting forms of the clouds vaguely outline the silhouettes of mythical beasts or gods, creating an ominous, dynamic celestial scene. Sunlight barely penetrates the thick cloud cover, shrouding the world in a dim and oppressive light. Only the flashes of lightning between the clouds cast fleeting, eerie shadows across this dead landscape. The entire scene is filled with the grandeur and deathly silence of the apocalypse. An ancient, heavy sense of despair hangs over this crumbling world.",
+ "seed": 14808,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_7/index_4213_seed_14808_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.71875,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.875,
+ "avg": 9.890625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An epic wide-angle, long shot, captured with a slight, unsteady handheld feel, seems to subtly tremble. From a slightly bird's-eye view, the camera captures an apocalyptic scene reminiscent of ancient Chinese mythology: the vast expanse of earth is a deeply cracked ochre, with dried-up riverbeds winding across it like vast scars. Once-fertile soil is being devoured by the encroaching sands. Scattered across the frame are twisted, charred, withered trees, their branches desperately reaching toward the sky. The few remaining blades of withered grass shiver in the parched wind. The sky is dominated by massive, inky cumulonimbus clouds. These clouds, far from static, roll and swirl with a slow, purposeful motion, as if stirred by invisible hands. Their edges flicker with eerie flashes of purple and crimson lightning. The ever-shifting forms of the clouds vaguely outline the silhouettes of mythical beasts or gods, creating an ominous, dynamic celestial scene. Sunlight barely penetrates the thick cloud cover, shrouding the world in a dim and oppressive light. Only the flashes of lightning between the clouds cast fleeting, eerie shadows across this dead landscape. The entire scene is filled with the grandeur and deathly silence of the apocalypse. An ancient, heavy sense of despair hangs over this crumbling world.",
+ "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 an epic wide-angle, long-shot scene with a slight handheld feel, featuring a desolate, apocalyptic landscape with:\n- Deeply cracked, dry earth (ochre-colored)\n- Dried-up riverbeds winding across the terrain\n- Twisted, charred, withered trees scattered across the frame\n- Withered grass blades shivering in wind\n- Massive, inky cumulonimbus clouds dominating the sky\n- Clouds rolling and swirling with slow, purposeful motion\n- Eerie flashes of purple and crimson lightning at cloud edges\n- Silhouettes of mythical creatures or gods vaguely outlined by the clouds\n- Dim, oppressive lighting with sunlight barely penetrating the cloud cover\n- Floating, eerie shadows from lightning flashes\n- Overall atmosphere of grandeur and deathly silence\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant cloud regions. There are occasional compression artifacts and mild color banding in the sky, which reduces crispness. The sequence remains reasonably stable with no major distortions, though minor frame-to-frame inconsistencies can be observed. Lighting and contrast are generally consistent, but the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide-angle long-shot perspective; a desolate, apocalyptic landscape with cracked earth and dried vegetation; scattered twisted trees; a dramatic sky with large clouds and visible lightning; and the general mood of grandeur and despair. Some nuanced details—such as the precise mythic silhouettes within the clouds—are not clearly realized, but the main components align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, with coherent lighting and weather effects that support the apocalyptic setting. However, there are minor inconsistencies in cloud motion and shadow behavior that prevent a higher level of realism. Overall, the scene remains believable and internally coherent, with room for refinement in fine-grained dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.71875,
+ "TA": 4.0,
+ "MQ": 3.171875,
+ "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 an epic wide-angle, long-shot scene with a slight handheld feel, featuring a desolate, apocalyptic landscape with:\n- Deeply cracked, dry earth (ochre-colored)\n- Dried-up riverbeds winding across the terrain\n- Twisted, charred, withered trees scattered across the frame\n- Withered grass blades shivering in wind\n- Massive, inky cumulonimbus clouds dominating the sky\n- Clouds rolling and swirling with slow, purposeful motion\n- Eerie flashes of purple and crimson lightning at cloud edges\n- Silhouettes of mythical creatures or gods vaguely outlined by the clouds\n- Dim, oppressive lighting with sunlight barely penetrating the cloud cover\n- Floating, eerie shadows from lightning flashes\n- Overall atmosphere of grandeur and deathly silence\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in distant cloud regions. There are occasional compression artifacts and mild color banding in the sky, which reduces crispness. The sequence remains reasonably stable with no major distortions, though minor frame-to-frame inconsistencies can be observed. Lighting and contrast are generally consistent, but the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide-angle long-shot perspective; a desolate, apocalyptic landscape with cracked earth and dried vegetation; scattered twisted trees; a dramatic sky with large clouds and visible lightning; and the general mood of grandeur and despair. Some nuanced details—such as the precise mythic silhouettes within the clouds—are not clearly realized, but the main components align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, with coherent lighting and weather effects that support the apocalyptic setting. However, there are minor inconsistencies in cloud motion and shadow behavior that prevent a higher level of realism. Overall, the scene remains believable and internally coherent, with room for refinement in fine-grained dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An epic wide-angle, long shot, captured with a slight, unsteady handheld feel, seems to subtly tremble. From a slightly bird's-eye view, the camera captures an apocalyptic scene reminiscent of ancient Chinese mythology: the vast expanse of earth is a deeply cracked ochre, with dried-up riverbeds winding across it like vast scars. Once-fertile soil is being devoured by the encroaching sands. Scattered across the frame are twisted, charred, withered trees, their branches desperately reaching toward the sky. The few remaining blades of withered grass shiver in the parched wind. The sky is dominated by massive, inky cumulonimbus clouds. These clouds, far from static, roll and swirl with a slow, purposeful motion, as if stirred by invisible hands. Their edges flicker with eerie flashes of purple and crimson lightning. The ever-shifting forms of the clouds vaguely outline the silhouettes of mythical beasts or gods, creating an ominous, dynamic celestial scene. Sunlight barely penetrates the thick cloud cover, shrouding the world in a dim and oppressive light. Only the flashes of lightning between the clouds cast fleeting, eerie shadows across this dead landscape. The entire scene is filled with the grandeur and deathly silence of the apocalypse. An ancient, heavy sense of despair hangs over this crumbling world.",
+ "seed": 14809,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_7/index_4213_seed_14809_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.546875,
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+ "video_score2_overall": 11.0,
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+ "question_id": "videoscore2_overall",
+ "question": "An epic wide-angle, long shot, captured with a slight, unsteady handheld feel, seems to subtly tremble. From a slightly bird's-eye view, the camera captures an apocalyptic scene reminiscent of ancient Chinese mythology: the vast expanse of earth is a deeply cracked ochre, with dried-up riverbeds winding across it like vast scars. Once-fertile soil is being devoured by the encroaching sands. Scattered across the frame are twisted, charred, withered trees, their branches desperately reaching toward the sky. The few remaining blades of withered grass shiver in the parched wind. The sky is dominated by massive, inky cumulonimbus clouds. These clouds, far from static, roll and swirl with a slow, purposeful motion, as if stirred by invisible hands. Their edges flicker with eerie flashes of purple and crimson lightning. The ever-shifting forms of the clouds vaguely outline the silhouettes of mythical beasts or gods, creating an ominous, dynamic celestial scene. Sunlight barely penetrates the thick cloud cover, shrouding the world in a dim and oppressive light. Only the flashes of lightning between the clouds cast fleeting, eerie shadows across this dead landscape. The entire scene is filled with the grandeur and deathly silence of the apocalypse. An ancient, heavy sense of despair hangs over this crumbling world.",
+ "token_credit_reward": 11.0,
+ "selected_reward": 11.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic wide-angle, long-shot scene with a slight handheld feel, featuring:\n- A vast, cracked earth in deep orange/ochre tones\n- Dried-up riverbeds winding across the landscape like scars\n- Twisted, charred, withered trees scattered across the frame\n- Withered grass blades shivering in parched wind\n- Massive, inky cumulonimbus clouds dominating the sky\n- Clouds rolling and swirling with slow, purposeful motion\n- Eerie flashes of purple and crimson lightning at the cloud edges\n- Dynamic celestial scene with shifting cloud forms suggesting mythical beings\n- Sunlight barely penetrating thick cloud cover\n- Dim, oppressive lighting\n- Apocalyptic atmosphere with grandeur and deathly silence\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 sharpness. The color palette remains consistent with warm earth tones and dramatic sky, and the composition stays coherent across frames. Lighting and atmospheric effects are present, though not exceptionally refined. No major distortions or abrupt frame-to-frame changes are evident, and the sequence maintains a steady visual narrative.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Key elements are represented: the wide-angle long-shot framing; the presence of a handheld feel; the cracked, dry earth; dried-up riverbeds; scattered twisted trees; withered grass; and the dominant sky with dramatic cloud formations and lightning. The mythic ambiance and apocalyptic mood are conveyed through lighting and composition. Some nuanced aspects—such as the precise interpretation of the “ancient Chinese mythology” cue and the subtler dynamics of cloud movement—are present but not exhaustively realized, leaving room for minor deviations while preserving the core alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible environmental physics: cracked ground, wind-influenced vegetation, and stormy skies align with the described setting. However, certain elements (e.g., the fantastical lightning patterns and the implied mythic interactions) introduce stylization that slightly departs from strict real-world physics, resulting in a balanced overall realism rather than strict scientific accuracy.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 3.875,
+ "MQ": 3.5625,
+ "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 epic wide-angle, long-shot scene with a slight handheld feel, featuring:\n- A vast, cracked earth in deep orange/ochre tones\n- Dried-up riverbeds winding across the landscape like scars\n- Twisted, charred, withered trees scattered across the frame\n- Withered grass blades shivering in parched wind\n- Massive, inky cumulonimbus clouds dominating the sky\n- Clouds rolling and swirling with slow, purposeful motion\n- Eerie flashes of purple and crimson lightning at the cloud edges\n- Dynamic celestial scene with shifting cloud forms suggesting mythical beings\n- Sunlight barely penetrating thick cloud cover\n- Dim, oppressive lighting\n- Apocalyptic atmosphere with grandeur and deathly silence\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 sharpness. The color palette remains consistent with warm earth tones and dramatic sky, and the composition stays coherent across frames. Lighting and atmospheric effects are present, though not exceptionally refined. No major distortions or abrupt frame-to-frame changes are evident, and the sequence maintains a steady visual narrative.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Key elements are represented: the wide-angle long-shot framing; the presence of a handheld feel; the cracked, dry earth; dried-up riverbeds; scattered twisted trees; withered grass; and the dominant sky with dramatic cloud formations and lightning. The mythic ambiance and apocalyptic mood are conveyed through lighting and composition. Some nuanced aspects—such as the precise interpretation of the “ancient Chinese mythology” cue and the subtler dynamics of cloud movement—are present but not exhaustively realized, leaving room for minor deviations while preserving the core alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible environmental physics: cracked ground, wind-influenced vegetation, and stormy skies align with the described setting. However, certain elements (e.g., the fantastical lightning patterns and the implied mythic interactions) introduce stylization that slightly departs from strict real-world physics, resulting in a balanced overall realism rather than strict scientific accuracy.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An epic wide-angle, long shot, captured with a slight, unsteady handheld feel, seems to subtly tremble. From a slightly bird's-eye view, the camera captures an apocalyptic scene reminiscent of ancient Chinese mythology: the vast expanse of earth is a deeply cracked ochre, with dried-up riverbeds winding across it like vast scars. Once-fertile soil is being devoured by the encroaching sands. Scattered across the frame are twisted, charred, withered trees, their branches desperately reaching toward the sky. The few remaining blades of withered grass shiver in the parched wind. The sky is dominated by massive, inky cumulonimbus clouds. These clouds, far from static, roll and swirl with a slow, purposeful motion, as if stirred by invisible hands. Their edges flicker with eerie flashes of purple and crimson lightning. The ever-shifting forms of the clouds vaguely outline the silhouettes of mythical beasts or gods, creating an ominous, dynamic celestial scene. Sunlight barely penetrates the thick cloud cover, shrouding the world in a dim and oppressive light. Only the flashes of lightning between the clouds cast fleeting, eerie shadows across this dead landscape. The entire scene is filled with the grandeur and deathly silence of the apocalypse. An ancient, heavy sense of despair hangs over this crumbling world.",
+ "seed": 14810,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_7/index_4213_seed_14810_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.34375,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.53125,
+ "video_score2_overall": 10.625,
+ "avg": 10.671875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An epic wide-angle, long shot, captured with a slight, unsteady handheld feel, seems to subtly tremble. From a slightly bird's-eye view, the camera captures an apocalyptic scene reminiscent of ancient Chinese mythology: the vast expanse of earth is a deeply cracked ochre, with dried-up riverbeds winding across it like vast scars. Once-fertile soil is being devoured by the encroaching sands. Scattered across the frame are twisted, charred, withered trees, their branches desperately reaching toward the sky. The few remaining blades of withered grass shiver in the parched wind. The sky is dominated by massive, inky cumulonimbus clouds. These clouds, far from static, roll and swirl with a slow, purposeful motion, as if stirred by invisible hands. Their edges flicker with eerie flashes of purple and crimson lightning. The ever-shifting forms of the clouds vaguely outline the silhouettes of mythical beasts or gods, creating an ominous, dynamic celestial scene. Sunlight barely penetrates the thick cloud cover, shrouding the world in a dim and oppressive light. Only the flashes of lightning between the clouds cast fleeting, eerie shadows across this dead landscape. The entire scene is filled with the grandeur and deathly silence of the apocalypse. An ancient, heavy sense of despair hangs over this crumbling world.",
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic wide-angle, long-shot scene with a slight handheld feel, featuring a desolate, apocalyptic landscape with:\n- Deeply cracked, dry earth (ochre-colored)\n- Dried-up riverbeds winding across the terrain\n- Twisted, charred, withered trees scattered across the frame\n- Withered grass blades shivering in wind\n- Massive, inky cumulonimbus clouds dominating the sky\n- Clouds rolling and swirling with slow, purposeful motion\n- Eerie flashes of purple and crimson lightning at cloud edges\n- Silhouettes of mythical creatures or gods vaguely outlined by the clouds\n- Sunlight barely penetrating thick cloud cover\n- Dim, oppressive lighting\n- A sense of grandeur and deathly silence\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur that reduce fine detail. The sequence remains stable with no obvious camera shake, and color grading supports the apocalyptic mood. Lighting and contrast are consistent across shots, contributing to a cohesive look. While not razor-sharp, the imagery is coherent and readable, aligning with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide, long-shot perspective; a desolate landscape with cracked earth and dried vegetation; scattered, twisted trees; and a dramatic sky with purple and crimson accents. The handheld feel and subtle tremor are present but not dominant. Some aspects—such as the explicit presence of mythic silhouettes and the precise depiction of riverbeds—are not fully realized, but the major components and atmosphere align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible physics: cracked ground, wind-influenced vegetation, and atmospheric effects behave in a believable manner. No glaring inconsistencies disrupt immersion, though the stylized lighting and occasional surreal elements introduce minor deviations from strict realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.34375,
+ "TA": 3.796875,
+ "MQ": 3.53125,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic wide-angle, long-shot scene with a slight handheld feel, featuring a desolate, apocalyptic landscape with:\n- Deeply cracked, dry earth (ochre-colored)\n- Dried-up riverbeds winding across the terrain\n- Twisted, charred, withered trees scattered across the frame\n- Withered grass blades shivering in wind\n- Massive, inky cumulonimbus clouds dominating the sky\n- Clouds rolling and swirling with slow, purposeful motion\n- Eerie flashes of purple and crimson lightning at cloud edges\n- Silhouettes of mythical creatures or gods vaguely outlined by the clouds\n- Sunlight barely penetrating thick cloud cover\n- Dim, oppressive lighting\n- A sense of grandeur and deathly silence\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur that reduce fine detail. The sequence remains stable with no obvious camera shake, and color grading supports the apocalyptic mood. Lighting and contrast are consistent across shots, contributing to a cohesive look. While not razor-sharp, the imagery is coherent and readable, aligning with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a wide, long-shot perspective; a desolate landscape with cracked earth and dried vegetation; scattered, twisted trees; and a dramatic sky with purple and crimson accents. The handheld feel and subtle tremor are present but not dominant. Some aspects—such as the explicit presence of mythic silhouettes and the precise depiction of riverbeds—are not fully realized, but the major components and atmosphere align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible physics: cracked ground, wind-influenced vegetation, and atmospheric effects behave in a believable manner. No glaring inconsistencies disrupt immersion, though the stylized lighting and occasional surreal elements introduce minor deviations from strict realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_8/index_tensor([3763, 3763])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_8/index_tensor([3763, 3763])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3d106dfdeee8d06e324e0cd1a09ca9ccba34624
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_8/index_tensor([3763, 3763])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.",
+ "seed": 20620,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_8/index_3763_seed_20620_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": 2.5,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.0,
+ "avg": 8.015625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.",
+ "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 \"In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.\"\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show a consistent anime-inspired aesthetic with a coherent color palette dominated by blues and grays, and the snowfall is present with a soft, stylized look. However, there are noticeable limitations: some areas lack fine detail due to stylization, and a few regions exhibit mild blur or compression artifacts that reduce perceived sharpness. The sequence remains stable without major distortions, but the overall crispness does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—anime styling, a static medium shot, and visible snowfall with a cool palette and luminescent accents. However, certain aspects described in the prompt are underrepresented: the scene does not clearly convey a cavernous underground power station, and the snow’s magical shimmer and its interaction with the environment are not strongly realized. The overall atmosphere aligns with parts of the prompt but misses others, resulting in a mid-range alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Snow behavior and accumulation appear plausible within the stylized setting, and lighting interactions with surfaces are generally believable. Yet the combination of heavy stylization and some simplifications reduces the perceived realism of physics and material responses, preventing a higher score. Overall, the scene maintains coherent internal logic while sacrificing some real-world precision.\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": 2.4375,
+ "MQ": 3.078125,
+ "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 \"In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.\"\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show a consistent anime-inspired aesthetic with a coherent color palette dominated by blues and grays, and the snowfall is present with a soft, stylized look. However, there are noticeable limitations: some areas lack fine detail due to stylization, and a few regions exhibit mild blur or compression artifacts that reduce perceived sharpness. The sequence remains stable without major distortions, but the overall crispness does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—anime styling, a static medium shot, and visible snowfall with a cool palette and luminescent accents. However, certain aspects described in the prompt are underrepresented: the scene does not clearly convey a cavernous underground power station, and the snow’s magical shimmer and its interaction with the environment are not strongly realized. The overall atmosphere aligns with parts of the prompt but misses others, resulting in a mid-range alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Snow behavior and accumulation appear plausible within the stylized setting, and lighting interactions with surfaces are generally believable. Yet the combination of heavy stylization and some simplifications reduces the perceived realism of physics and material responses, preventing a higher score. Overall, the scene maintains coherent internal logic while sacrificing some real-world precision.\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 lovely anime style\" with specific elements:\n- Static medium shot revealing interior of a vast, cavernous underground power station\n- Snowflake falling from invisible vents in the ceiling\n- Snowflakes with soft, stylized quality\n- Each flake shimmers with magical, crystalline light\n- Filtered through luminous light from glowing blue and green control panels\n- Air grows noticeably colder\n- Thin layer of pristine white snow steadily and quietly coats surfaces\n- Massive, silent turbines with black, matte metal forms\n- Stark contrast between cold industrial architecture and whimsical snow\n- Cool palette of grays and blues with soft, radiant technological glow\n\nVisual Quality Analysis:\nThe frames show a mid-range visual quality. The resolution is adequate but not high, with some softness and minor artifacts that prevent a crisp, professional look. The anime-inspired aesthetic is present, but overall sharpness and fine detail are limited. The sequence remains coherent across frames, though there are occasional minor inconsistencies in texture and lighting that reduce perceived polish. Overall, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video captures several key elements such as the anime style, a cavernous interior, visible snowfall, blue-green lighting, and a cool palette. However, crucial aspects described in the prompt—specifically the massive, silent turbines and the pronounced contrast between the cold industrial space and the whimsical snow—are not clearly realized. The result reflects a moderate alignment rather than full fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: snow falls with gravity, surfaces accumulate snow, and lighting remains consistent with the environment. There are no obvious violations of basic physics or common-sense expectations. The overall physical realism is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.671875,
+ "MQ": 3.09375,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"a lovely anime style\" with specific elements:\n- Static medium shot revealing interior of a vast, cavernous underground power station\n- Snowflake falling from invisible vents in the ceiling\n- Snowflakes with soft, stylized quality\n- Each flake shimmers with magical, crystalline light\n- Filtered through luminous light from glowing blue and green control panels\n- Air grows noticeably colder\n- Thin layer of pristine white snow steadily and quietly coats surfaces\n- Massive, silent turbines with black, matte metal forms\n- Stark contrast between cold industrial architecture and whimsical snow\n- Cool palette of grays and blues with soft, radiant technological glow\n\nVisual Quality Analysis:\nThe frames show a mid-range visual quality. The resolution is adequate but not high, with some softness and minor artifacts that prevent a crisp, professional look. The anime-inspired aesthetic is present, but overall sharpness and fine detail are limited. The sequence remains coherent across frames, though there are occasional minor inconsistencies in texture and lighting that reduce perceived polish. Overall, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video captures several key elements such as the anime style, a cavernous interior, visible snowfall, blue-green lighting, and a cool palette. However, crucial aspects described in the prompt—specifically the massive, silent turbines and the pronounced contrast between the cold industrial space and the whimsical snow—are not clearly realized. The result reflects a moderate alignment rather than full fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: snow falls with gravity, surfaces accumulate snow, and lighting remains consistent with the environment. There are no obvious violations of basic physics or common-sense expectations. The overall physical realism is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.",
+ "seed": 20622,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_8/index_3763_seed_20622_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.484375,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.0,
+ "avg": 7.96875,
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+ "question": "In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.",
+ "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 \"In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.\"\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur that reduce fine detail. The stylized snowflakes and the blue-green lighting are present, yet overall sharpness and texture fidelity are not strong. The sequence remains coherent and free of major artifacts, but the image clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—anime aesthetic, a cavernous underground setting, visible snowfall, and blue-green control panels—yet certain aspects are underrepresented or ambiguous. The depiction of a truly massive, cavernous space and the precise integration of the snowfall with the environment are not fully realized, resulting in partial alignment rather than a perfect match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Snow behavior and accumulation appear plausible within the scene, and lighting interactions with surfaces are believable. However, some scale cues and environmental interactions feel slightly off, preventing a higher level of realism. Overall, the scene maintains internal coherence without obvious physical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.484375,
+ "TA": 2.4375,
+ "MQ": 3.046875,
+ "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 \"In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.\"\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur that reduce fine detail. The stylized snowflakes and the blue-green lighting are present, yet overall sharpness and texture fidelity are not strong. The sequence remains coherent and free of major artifacts, but the image clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements—anime aesthetic, a cavernous underground setting, visible snowfall, and blue-green control panels—yet certain aspects are underrepresented or ambiguous. The depiction of a truly massive, cavernous space and the precise integration of the snowfall with the environment are not fully realized, resulting in partial alignment rather than a perfect match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Snow behavior and accumulation appear plausible within the scene, and lighting interactions with surfaces are believable. However, some scale cues and environmental interactions feel slightly off, preventing a higher level of realism. Overall, the scene maintains internal coherence without obvious physical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.",
+ "seed": 20623,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_8/index_3763_seed_20623_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": 3.5,
+ "video_score2_ta": 2.03125,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.625,
+ "avg": 8.625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "In a lovely anime style, a static medium shot reveals the breathtaking interior of a vast, cavernous underground power station. From invisible vents in the vast, porous concrete ceiling, a sudden, gentle snowflake begins to fall, the flakes taking on a soft, stylized quality. Each delicate flake shimmers with a magical, crystalline light as it filters through the uniquely luminous light cast by the array of glowing blue and green control panels lining the distant wall. The air grows noticeably colder, and a thin layer of pristine white snow steadily and quietly coats the surfaces of the massive, silent turbines, their black, matte metal forms sharply outlined. The stark contrast between the cold industrial architecture and the whimsical, falling snow creates an unexpected atmosphere of quiet magic. The cool palette of grays and blues, punctuated by a soft, radiant technological glow and shimmering snow, evokes a profound sense of quiet wonder.",
+ "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 envisions an anime-style interior of a vast underground power station with a dynamic sequence: a sudden, gentle snowfall, shimmering snowflakes, a cool gray-blue palette, and a contrast between cold industrial architecture and a whimsical, falling snow. The video, however, presents a largely static scene with minimal motion and no visible snowfall or accumulation; the core narrative elements described in the prompt are not realized. Overall alignment is limited.\n\nVisual Quality Analysis:\nThe visuals are clean and coherent, with decent resolution and consistent lighting. However, the sequence is notably static, with little temporal variation or dynamic detail across frames. While there are no obvious artifacts, the lack of motion reduces perceived quality. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and the actual video content. The requested dynamic snowfall, shimmering snowflakes, and progressive snow accumulation are absent; the scene remains static and does not convey the intended atmosphere. Alignment score: 2/5.\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible spatial relationships and coherent lighting within a futuristic setting. Snow behavior and accumulation appear physically reasonable given the environment, and there are no evident logical inconsistencies. Overall Physical Consistency score: 3/5.\n\nFinal Assessment:\n- Visual Quality: 3/5 (static but technically sound)\n- Text-to-Video Alignment: 2/5 (fails to capture key prompt elements)\n- Physical Consistency: 3/5 (generally plausible)\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": 3.5,
+ "TA": 2.03125,
+ "MQ": 3.09375,
+ "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 envisions an anime-style interior of a vast underground power station with a dynamic sequence: a sudden, gentle snowfall, shimmering snowflakes, a cool gray-blue palette, and a contrast between cold industrial architecture and a whimsical, falling snow. The video, however, presents a largely static scene with minimal motion and no visible snowfall or accumulation; the core narrative elements described in the prompt are not realized. Overall alignment is limited.\n\nVisual Quality Analysis:\nThe visuals are clean and coherent, with decent resolution and consistent lighting. However, the sequence is notably static, with little temporal variation or dynamic detail across frames. While there are no obvious artifacts, the lack of motion reduces perceived quality. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThere is a substantial gap between the prompt and the actual video content. The requested dynamic snowfall, shimmering snowflakes, and progressive snow accumulation are absent; the scene remains static and does not convey the intended atmosphere. Alignment score: 2/5.\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible spatial relationships and coherent lighting within a futuristic setting. Snow behavior and accumulation appear physically reasonable given the environment, and there are no evident logical inconsistencies. Overall Physical Consistency score: 3/5.\n\nFinal Assessment:\n- Visual Quality: 3/5 (static but technically sound)\n- Text-to-Video Alignment: 2/5 (fails to capture key prompt elements)\n- Physical Consistency: 3/5 (generally plausible)\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_9/index_tensor([7766, 7766])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_9/index_tensor([7766, 7766])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..617aa98a90f0581a6e3137e11c2b4bec2777c1d8
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_9/index_tensor([7766, 7766])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "stunning close-up shot from a sideways angle, the camera held absolutely still, focusing the viewer's attention squarely on the creative process unfolding before their eyes. Illuminated by a soft, warm light, as if from a morning window, a clean, knuckled hand hovers over a plump, perfectly risen ball of dough, its wrist peeked out from the neat cuff of a crisp, white cotton chef's jacket. The dough, resting on a sturdy, weathered wooden board, is evenly dusted with a thin layer of dry flour. Then, the hand's owner carefully bends their fingers and rhythmically, gently yet firmly, taps the dough's elastic surface with their knuckles. Each precise tap creates a brief, soft indentation in the dough, as if breathing; simultaneously, a cloud of minute flour particles is stirred up, dancing and swirling gracefully in the slanting beam of light, like dust motes, before slowly drifting down. The light accurately outlines the texture of the skin on the hands and the soft contours of the dough, and forms fleeting flickering highlights on each bouncing dust. The entire picture is dominated by beige, warm brown and pure white, creating an extremely tranquil, focused and healing atmosphere, conveying infinite love and respect for handmade baking.",
+ "seed": 31399,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_9/index_7766_seed_31399_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": 4.0,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.875,
+ "avg": 9.859375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "stunning close-up shot from a sideways angle, the camera held absolutely still, focusing the viewer's attention squarely on the creative process unfolding before their eyes. Illuminated by a soft, warm light, as if from a morning window, a clean, knuckled hand hovers over a plump, perfectly risen ball of dough, its wrist peeked out from the neat cuff of a crisp, white cotton chef's jacket. The dough, resting on a sturdy, weathered wooden board, is evenly dusted with a thin layer of dry flour. Then, the hand's owner carefully bends their fingers and rhythmically, gently yet firmly, taps the dough's elastic surface with their knuckles. Each precise tap creates a brief, soft indentation in the dough, as if breathing; simultaneously, a cloud of minute flour particles is stirred up, dancing and swirling gracefully in the slanting beam of light, like dust motes, before slowly drifting down. The light accurately outlines the texture of the skin on the hands and the soft contours of the dough, and forms fleeting flickering highlights on each bouncing dust. The entire picture is dominated by beige, warm brown and pure white, creating an extremely tranquil, focused and healing atmosphere, conveying infinite love and respect for handmade baking.",
+ "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 detailed scene: a stunning close-up from a sideways angle, a hand hovering over a plump dough ball, illuminated by soft morning light, with a knuckled hand, a white chef's jacket, a weathered wooden board, and a sequence of tapping motions that create subtle indentations and dust clouds. The overall mood is tranquil and focused, emphasizing handmade baking.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, lighting is warm and directional, and the composition remains consistent. There is some mild softness and occasional minor noise, which keeps the overall quality at a moderate level. The sequence appears stable with no major distortions or abrupt changes, supporting a Visual Quality score around 3.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, sideways angle, a hand over dough, warm illumination, and a wooden surface with visible flour dust. However, key dynamic actions described in the prompt (the hand bending, tapping, and the development of dust clouds) are not clearly demonstrated across the frames. Overall alignment is moderate, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical interactions: the hand rests naturally on the dough, flour distribution looks authentic, and lighting/shadows align with a realistic setup. No obvious physical inconsistencies are present, though the absence of explicit motion cues limits stronger validation. This yields a moderate level of common-sense consistency, i.e., a score of 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": 4.0,
+ "TA": 2.78125,
+ "MQ": 3.078125,
+ "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 detailed scene: a stunning close-up from a sideways angle, a hand hovering over a plump dough ball, illuminated by soft morning light, with a knuckled hand, a white chef's jacket, a weathered wooden board, and a sequence of tapping motions that create subtle indentations and dust clouds. The overall mood is tranquil and focused, emphasizing handmade baking.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, lighting is warm and directional, and the composition remains consistent. There is some mild softness and occasional minor noise, which keeps the overall quality at a moderate level. The sequence appears stable with no major distortions or abrupt changes, supporting a Visual Quality score around 3.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, sideways angle, a hand over dough, warm illumination, and a wooden surface with visible flour dust. However, key dynamic actions described in the prompt (the hand bending, tapping, and the development of dust clouds) are not clearly demonstrated across the frames. Overall alignment is moderate, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible physical interactions: the hand rests naturally on the dough, flour distribution looks authentic, and lighting/shadows align with a realistic setup. No obvious physical inconsistencies are present, though the absence of explicit motion cues limits stronger validation. This yields a moderate level of common-sense consistency, i.e., a score of 3.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "stunning close-up shot from a sideways angle, the camera held absolutely still, focusing the viewer's attention squarely on the creative process unfolding before their eyes. Illuminated by a soft, warm light, as if from a morning window, a clean, knuckled hand hovers over a plump, perfectly risen ball of dough, its wrist peeked out from the neat cuff of a crisp, white cotton chef's jacket. The dough, resting on a sturdy, weathered wooden board, is evenly dusted with a thin layer of dry flour. Then, the hand's owner carefully bends their fingers and rhythmically, gently yet firmly, taps the dough's elastic surface with their knuckles. Each precise tap creates a brief, soft indentation in the dough, as if breathing; simultaneously, a cloud of minute flour particles is stirred up, dancing and swirling gracefully in the slanting beam of light, like dust motes, before slowly drifting down. The light accurately outlines the texture of the skin on the hands and the soft contours of the dough, and forms fleeting flickering highlights on each bouncing dust. The entire picture is dominated by beige, warm brown and pure white, creating an extremely tranquil, focused and healing atmosphere, conveying infinite love and respect for handmade baking.",
+ "seed": 31400,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_9/index_7766_seed_31400_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "ranks_per_group": 2,
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+ "video_score2_ta": 2.59375,
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+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
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+ "question": "stunning close-up shot from a sideways angle, the camera held absolutely still, focusing the viewer's attention squarely on the creative process unfolding before their eyes. Illuminated by a soft, warm light, as if from a morning window, a clean, knuckled hand hovers over a plump, perfectly risen ball of dough, its wrist peeked out from the neat cuff of a crisp, white cotton chef's jacket. The dough, resting on a sturdy, weathered wooden board, is evenly dusted with a thin layer of dry flour. Then, the hand's owner carefully bends their fingers and rhythmically, gently yet firmly, taps the dough's elastic surface with their knuckles. Each precise tap creates a brief, soft indentation in the dough, as if breathing; simultaneously, a cloud of minute flour particles is stirred up, dancing and swirling gracefully in the slanting beam of light, like dust motes, before slowly drifting down. The light accurately outlines the texture of the skin on the hands and the soft contours of the dough, and forms fleeting flickering highlights on each bouncing dust. The entire picture is dominated by beige, warm brown and pure white, creating an extremely tranquil, focused and healing atmosphere, conveying infinite love and respect for handmade baking.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a detailed scene: a stunning close-up from a sideways angle, a hand hovering over dough, warm morning light, a clean knuckled hand, a plump dough ball, a weathered wooden board, dry flour dusting, careful finger bending, rhythmic tapping with knuckles, visible dough indentations, floating flour particles, and a serene atmosphere. The video captures several elements but does not fully realize all described actions or timing.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in the background. Lighting remains warm and consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with minimal camera shake, though fine details may be less sharp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes a close-up view, a hand near dough, warm lighting, and a dough ball on a surface with flour dusting. However, several key actions described in the prompt are not clearly depicted: the hand does not bend the fingers, there is no evident tapping with knuckles, and there is no visible dough indentation or floating flour particles. The overall mood aligns with the intended atmosphere, but the specific dynamic actions are underrepresented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible hand anatomy and dough appearance, with coherent lighting and spatial relationships. Yet the absence of expected tactile interactions and motion reduces realism slightly, leaving some gaps between the described process and what is shown.\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": 3.421875,
+ "TA": 2.59375,
+ "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 detailed scene: a stunning close-up from a sideways angle, a hand hovering over dough, warm morning light, a clean knuckled hand, a plump dough ball, a weathered wooden board, dry flour dusting, careful finger bending, rhythmic tapping with knuckles, visible dough indentations, floating flour particles, and a serene atmosphere. The video captures several elements but does not fully realize all described actions or timing.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur, especially in the background. Lighting remains warm and consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with minimal camera shake, though fine details may be less sharp than ideal.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes a close-up view, a hand near dough, warm lighting, and a dough ball on a surface with flour dusting. However, several key actions described in the prompt are not clearly depicted: the hand does not bend the fingers, there is no evident tapping with knuckles, and there is no visible dough indentation or floating flour particles. The overall mood aligns with the intended atmosphere, but the specific dynamic actions are underrepresented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible hand anatomy and dough appearance, with coherent lighting and spatial relationships. Yet the absence of expected tactile interactions and motion reduces realism slightly, leaving some gaps between the described process and what is shown.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "stunning close-up shot from a sideways angle, the camera held absolutely still, focusing the viewer's attention squarely on the creative process unfolding before their eyes. Illuminated by a soft, warm light, as if from a morning window, a clean, knuckled hand hovers over a plump, perfectly risen ball of dough, its wrist peeked out from the neat cuff of a crisp, white cotton chef's jacket. The dough, resting on a sturdy, weathered wooden board, is evenly dusted with a thin layer of dry flour. Then, the hand's owner carefully bends their fingers and rhythmically, gently yet firmly, taps the dough's elastic surface with their knuckles. Each precise tap creates a brief, soft indentation in the dough, as if breathing; simultaneously, a cloud of minute flour particles is stirred up, dancing and swirling gracefully in the slanting beam of light, like dust motes, before slowly drifting down. The light accurately outlines the texture of the skin on the hands and the soft contours of the dough, and forms fleeting flickering highlights on each bouncing dust. The entire picture is dominated by beige, warm brown and pure white, creating an extremely tranquil, focused and healing atmosphere, conveying infinite love and respect for handmade baking.",
+ "seed": 31401,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_9/index_7766_seed_31401_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": 3.734375,
+ "video_score2_ta": 3.125,
+ "video_score2_mq": 3.8125,
+ "video_score2_overall": 10.6875,
+ "avg": 10.671875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "stunning close-up shot from a sideways angle, the camera held absolutely still, focusing the viewer's attention squarely on the creative process unfolding before their eyes. Illuminated by a soft, warm light, as if from a morning window, a clean, knuckled hand hovers over a plump, perfectly risen ball of dough, its wrist peeked out from the neat cuff of a crisp, white cotton chef's jacket. The dough, resting on a sturdy, weathered wooden board, is evenly dusted with a thin layer of dry flour. Then, the hand's owner carefully bends their fingers and rhythmically, gently yet firmly, taps the dough's elastic surface with their knuckles. Each precise tap creates a brief, soft indentation in the dough, as if breathing; simultaneously, a cloud of minute flour particles is stirred up, dancing and swirling gracefully in the slanting beam of light, like dust motes, before slowly drifting down. The light accurately outlines the texture of the skin on the hands and the soft contours of the dough, and forms fleeting flickering highlights on each bouncing dust. The entire picture is dominated by beige, warm brown and pure white, creating an extremely tranquil, focused and healing atmosphere, conveying infinite love and respect for handmade baking.",
+ "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 detailed scene: a stunning close-up from a sideways angle, a hand hovering over a plump dough ball, warm morning-window lighting, a clean knuckled hand, a white chef's jacket, a weathered wooden board, dusted dough, and a sequence of hand movements including tapping with knuckles and dust clouds. The video captures several elements of this setup but does not fully realize the full dynamic action described.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The resolution is clear, lighting is warm and consistent, and color grading remains cohesive across frames. There are no obvious distortions or artifacts, and the framing stays stable. However, the sequence reads as relatively static, with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is strong (4/5).\n\nText-to-Video Alignment Analysis:\nThe video aligns with many aspects of the prompt—close-up framing, sideways angle, still camera, visible hand, dough, and warm lighting. Yet key dynamic actions are missing: there is no evident tapping with knuckles, no dust clouds, and the hand movement is minimal. This results in moderate alignment rather than full fidelity (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the hand rests on the dough, the dough sits on a board, and lighting/shadows are coherent. The absence of expected dynamic interactions (tapping, dust movement) introduces a mild inconsistency with the described process, but there are no obvious physical implausibilities. Overall, Physical Consistency is acceptable (3/5).\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.125,
+ "MQ": 3.8125,
+ "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 detailed scene: a stunning close-up from a sideways angle, a hand hovering over a plump dough ball, warm morning-window lighting, a clean knuckled hand, a white chef's jacket, a weathered wooden board, dusted dough, and a sequence of hand movements including tapping with knuckles and dust clouds. The video captures several elements of this setup but does not fully realize the full dynamic action described.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The resolution is clear, lighting is warm and consistent, and color grading remains cohesive across frames. There are no obvious distortions or artifacts, and the framing stays stable. However, the sequence reads as relatively static, with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is strong (4/5).\n\nText-to-Video Alignment Analysis:\nThe video aligns with many aspects of the prompt—close-up framing, sideways angle, still camera, visible hand, dough, and warm lighting. Yet key dynamic actions are missing: there is no evident tapping with knuckles, no dust clouds, and the hand movement is minimal. This results in moderate alignment rather than full fidelity (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the hand rests on the dough, the dough sits on a board, and lighting/shadows are coherent. The absence of expected dynamic interactions (tapping, dust movement) introduces a mild inconsistency with the described process, but there are no obvious physical implausibilities. Overall, Physical Consistency is acceptable (3/5).\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "stunning close-up shot from a sideways angle, the camera held absolutely still, focusing the viewer's attention squarely on the creative process unfolding before their eyes. Illuminated by a soft, warm light, as if from a morning window, a clean, knuckled hand hovers over a plump, perfectly risen ball of dough, its wrist peeked out from the neat cuff of a crisp, white cotton chef's jacket. The dough, resting on a sturdy, weathered wooden board, is evenly dusted with a thin layer of dry flour. Then, the hand's owner carefully bends their fingers and rhythmically, gently yet firmly, taps the dough's elastic surface with their knuckles. Each precise tap creates a brief, soft indentation in the dough, as if breathing; simultaneously, a cloud of minute flour particles is stirred up, dancing and swirling gracefully in the slanting beam of light, like dust motes, before slowly drifting down. The light accurately outlines the texture of the skin on the hands and the soft contours of the dough, and forms fleeting flickering highlights on each bouncing dust. The entire picture is dominated by beige, warm brown and pure white, creating an extremely tranquil, focused and healing atmosphere, conveying infinite love and respect for handmade baking.",
+ "seed": 31402,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000271/group_9/index_7766_seed_31402_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
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+ "sample_idx_in_group": 3,
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+ "video_score2_ta": 2.640625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.9375,
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+ "question": "stunning close-up shot from a sideways angle, the camera held absolutely still, focusing the viewer's attention squarely on the creative process unfolding before their eyes. Illuminated by a soft, warm light, as if from a morning window, a clean, knuckled hand hovers over a plump, perfectly risen ball of dough, its wrist peeked out from the neat cuff of a crisp, white cotton chef's jacket. The dough, resting on a sturdy, weathered wooden board, is evenly dusted with a thin layer of dry flour. Then, the hand's owner carefully bends their fingers and rhythmically, gently yet firmly, taps the dough's elastic surface with their knuckles. Each precise tap creates a brief, soft indentation in the dough, as if breathing; simultaneously, a cloud of minute flour particles is stirred up, dancing and swirling gracefully in the slanting beam of light, like dust motes, before slowly drifting down. The light accurately outlines the texture of the skin on the hands and the soft contours of the dough, and forms fleeting flickering highlights on each bouncing dust. The entire picture is dominated by beige, warm brown and pure white, creating an extremely tranquil, focused and healing atmosphere, conveying infinite love and respect for handmade baking.",
+ "token_credit_reward": 8.9375,
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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 detailed scene: a stunning close-up from a sideways angle, a hand hovering over a plump dough ball, warm morning-window lighting, a clean knuckled hand, a white chef's jacket, a weathered wooden board, even flour dusting, careful finger bending, rhythmic tapping with knuckles, visible dough texture, and a serene, focused atmosphere. The video captures several elements but does not fully realize the full sequence or all nuances described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the dough and hands, with consistent lighting and minimal artifacts. However, there is limited motion between frames, giving a somewhat static feel, and some fine details may be underrepresented due to compression. The result is acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as a close-up view, a sideways angle, a hand over dough, warm lighting, and a clean, knuckled hand. However, several aspects are not clearly realized: the full sequence of finger bending and rhythmic tapping is not evident, and the dust cloud and dynamic flour movement are not convincingly depicted. The overall mood aligns with the prompt but lacks full fidelity to the described actions.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible hand-dough interaction and dough texture, with believable lighting and shadows. Yet the absence of explicit motion cues and the lack of visible dust dynamics reduce the perceived realism of the process. The depiction remains coherent and plausible, but not fully convincing in terms of dynamic physical behavior.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 2.640625,
+ "MQ": 3.015625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a detailed scene: a stunning close-up from a sideways angle, a hand hovering over a plump dough ball, warm morning-window lighting, a clean knuckled hand, a white chef's jacket, a weathered wooden board, even flour dusting, careful finger bending, rhythmic tapping with knuckles, visible dough texture, and a serene, focused atmosphere. The video captures several elements but does not fully realize the full sequence or all nuances described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the dough and hands, with consistent lighting and minimal artifacts. However, there is limited motion between frames, giving a somewhat static feel, and some fine details may be underrepresented due to compression. The result is acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as a close-up view, a sideways angle, a hand over dough, warm lighting, and a clean, knuckled hand. However, several aspects are not clearly realized: the full sequence of finger bending and rhythmic tapping is not evident, and the dust cloud and dynamic flour movement are not convincingly depicted. The overall mood aligns with the prompt but lacks full fidelity to the described actions.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible hand-dough interaction and dough texture, with believable lighting and shadows. Yet the absence of explicit motion cues and the lack of visible dust dynamics reduce the perceived realism of the process. The depiction remains coherent and plausible, but not fully convincing in terms of dynamic physical behavior.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_1/index_tensor([1237, 1237])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_1/index_tensor([1237, 1237])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ac7ea5df397c9c0046b70f85e81cce34781f2cd
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_1/index_tensor([1237, 1237])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "striking low-angle close-up, captured in cinematic slow motion, shows two figures constructed from brightly colored plastic building blocks locked in a fierce duel on a well-polished, light-colored wooden floor with distinct wood grain. The figure on the left, clashed primarily in red and yellow, while the figure on the right, composed of blue and green, dashes toward each other at breakneck speed. In the center of the frame, they violently collide, sending a silent crash sending countless red, blue, yellow, and green building block pieces scattering in all directions. The fragments tumble and swirl chaotically through the air, their plastic surfaces reflecting a brilliant sheen in the soft natural light streaming in from the side windows. The camera, held steady at a remarkably low angle, imbues this miniature conflict with a sense of epic grandeur. The scene is imbued with dynamic tension and an imaginative, destructive aesthetic, creating an atmosphere of tense yet childlike confrontation.",
+ "seed": 7035,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_1/index_1237_seed_7035_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 2.390625,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.25,
+ "avg": 8.203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle close-up, captured in cinematic slow motion, shows two figures constructed from brightly colored plastic building blocks locked in a fierce duel on a well-polished, light-colored wooden floor with distinct wood grain. The figure on the left, clashed primarily in red and yellow, while the figure on the right, composed of blue and green, dashes toward each other at breakneck speed. In the center of the frame, they violently collide, sending a silent crash sending countless red, blue, yellow, and green building block pieces scattering in all directions. The fragments tumble and swirl chaotically through the air, their plastic surfaces reflecting a brilliant sheen in the soft natural light streaming in from the side windows. The camera, held steady at a remarkably low angle, imbues this miniature conflict with a sense of epic grandeur. The scene is imbued with dynamic tension and an imaginative, destructive aesthetic, creating an atmosphere of tense yet childlike confrontation.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
+ "frame_importance": [
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+ 0.5086058378219604,
+ 0.27008265256881714
+ ],
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, high-energy sequence featuring two figures made of brightly colored plastic building blocks engaged in a fierce duel on a well-polished wooden floor. The left figure is predominantly red and yellow, the right figure blue and green, with a central collision and debris scattering as the action unfolds. The camera is set at a very low angle to emphasize scale and drama, and the lighting is described as soft natural light from side windows, contributing to a cinematic feel.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, but there are occasional minor artifacts and slight softness that prevent a higher rating. The lighting remains generally consistent across shots, and the wooden floor texture is visible, though not exceptionally sharp. The sequence appears stable without major distortions, but the overall polish does not reach a high-end level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a low-angle view, bright colors, and a central collision with scattered pieces. However, some specifics diverge: the right-side figure’s color emphasis appears more mixed than strictly blue and green, and the depiction of a truly dashing, breakneck speed is not strongly conveyed. The central collision and debris dispersion are present, but the intensity and choreography do not fully match the prompt’s dramatic description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The blocks’ shapes and the general physics of falling and scattering are plausible, and lighting/shadows support realism. Yet there are minor inconsistencies in motion dynamics and debris dispersion that prevent a stronger sense of physical realism, keeping the overall plausibility at a middle level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.390625,
+ "MQ": 2.78125,
+ "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 dramatic, high-energy sequence featuring two figures made of brightly colored plastic building blocks engaged in a fierce duel on a well-polished wooden floor. The left figure is predominantly red and yellow, the right figure blue and green, with a central collision and debris scattering as the action unfolds. The camera is set at a very low angle to emphasize scale and drama, and the lighting is described as soft natural light from side windows, contributing to a cinematic feel.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, but there are occasional minor artifacts and slight softness that prevent a higher rating. The lighting remains generally consistent across shots, and the wooden floor texture is visible, though not exceptionally sharp. The sequence appears stable without major distortions, but the overall polish does not reach a high-end level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a low-angle view, bright colors, and a central collision with scattered pieces. However, some specifics diverge: the right-side figure’s color emphasis appears more mixed than strictly blue and green, and the depiction of a truly dashing, breakneck speed is not strongly conveyed. The central collision and debris dispersion are present, but the intensity and choreography do not fully match the prompt’s dramatic description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The blocks’ shapes and the general physics of falling and scattering are plausible, and lighting/shadows support realism. Yet there are minor inconsistencies in motion dynamics and debris dispersion that prevent a stronger sense of physical realism, keeping the overall plausibility at a middle level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking low-angle close-up, captured in cinematic slow motion, shows two figures constructed from brightly colored plastic building blocks locked in a fierce duel on a well-polished, light-colored wooden floor with distinct wood grain. The figure on the left, clashed primarily in red and yellow, while the figure on the right, composed of blue and green, dashes toward each other at breakneck speed. In the center of the frame, they violently collide, sending a silent crash sending countless red, blue, yellow, and green building block pieces scattering in all directions. The fragments tumble and swirl chaotically through the air, their plastic surfaces reflecting a brilliant sheen in the soft natural light streaming in from the side windows. The camera, held steady at a remarkably low angle, imbues this miniature conflict with a sense of epic grandeur. The scene is imbued with dynamic tension and an imaginative, destructive aesthetic, creating an atmosphere of tense yet childlike confrontation.",
+ "seed": 7036,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_1/index_1237_seed_7036_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 9.25,
+ "avg": 9.234375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle close-up, captured in cinematic slow motion, shows two figures constructed from brightly colored plastic building blocks locked in a fierce duel on a well-polished, light-colored wooden floor with distinct wood grain. The figure on the left, clashed primarily in red and yellow, while the figure on the right, composed of blue and green, dashes toward each other at breakneck speed. In the center of the frame, they violently collide, sending a silent crash sending countless red, blue, yellow, and green building block pieces scattering in all directions. The fragments tumble and swirl chaotically through the air, their plastic surfaces reflecting a brilliant sheen in the soft natural light streaming in from the side windows. The camera, held steady at a remarkably low angle, imbues this miniature conflict with a sense of epic grandeur. The scene is imbued with dynamic tension and an imaginative, destructive aesthetic, creating an atmosphere of tense yet childlike confrontation.",
+ "token_credit_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 dramatic, high-energy sequence featuring two LEGO figures in a fierce duel on a well-lit wooden floor, with a central collision and chaotic scattering of pieces. The video captures several elements of the prompt—two clearly distinguishable figures, a low-angle close-up, bright colors, and a central impact with debris—but the overall execution does not fully realize the described intensity or cinematic polish. The alignment is moderate rather than strong.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The footage remains legible and coherent, though it lacks some polish seen in top-tier renders.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the essential elements—two LEGO figures, a low-angle view, bright colors, and a central collision with scattered pieces—but the depiction of a truly “fierce duel” and the level of cinematic dynamism are not fully realized. The sequence conveys the concept but does not fully embody the intended intensity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions follow plausible toy-physics within a LEGO context, with believable collisions and debris dispersion, though some timing and scale cues feel slightly off, 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": 3.21875,
+ "TA": 3.171875,
+ "MQ": 2.84375,
+ "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, high-energy sequence featuring two LEGO figures in a fierce duel on a well-lit wooden floor, with a central collision and chaotic scattering of pieces. The video captures several elements of the prompt—two clearly distinguishable figures, a low-angle close-up, bright colors, and a central impact with debris—but the overall execution does not fully realize the described intensity or cinematic polish. The alignment is moderate rather than strong.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The footage remains legible and coherent, though it lacks some polish seen in top-tier renders.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the essential elements—two LEGO figures, a low-angle view, bright colors, and a central collision with scattered pieces—but the depiction of a truly “fierce duel” and the level of cinematic dynamism are not fully realized. The sequence conveys the concept but does not fully embody the intended intensity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions follow plausible toy-physics within a LEGO context, with believable collisions and debris dispersion, though some timing and scale cues feel slightly off, 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": "striking low-angle close-up, captured in cinematic slow motion, shows two figures constructed from brightly colored plastic building blocks locked in a fierce duel on a well-polished, light-colored wooden floor with distinct wood grain. The figure on the left, clashed primarily in red and yellow, while the figure on the right, composed of blue and green, dashes toward each other at breakneck speed. In the center of the frame, they violently collide, sending a silent crash sending countless red, blue, yellow, and green building block pieces scattering in all directions. The fragments tumble and swirl chaotically through the air, their plastic surfaces reflecting a brilliant sheen in the soft natural light streaming in from the side windows. The camera, held steady at a remarkably low angle, imbues this miniature conflict with a sense of epic grandeur. The scene is imbued with dynamic tension and an imaginative, destructive aesthetic, creating an atmosphere of tense yet childlike confrontation.",
+ "seed": 7037,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_1/index_1237_seed_7037_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 2.21875,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle close-up, captured in cinematic slow motion, shows two figures constructed from brightly colored plastic building blocks locked in a fierce duel on a well-polished, light-colored wooden floor with distinct wood grain. The figure on the left, clashed primarily in red and yellow, while the figure on the right, composed of blue and green, dashes toward each other at breakneck speed. In the center of the frame, they violently collide, sending a silent crash sending countless red, blue, yellow, and green building block pieces scattering in all directions. The fragments tumble and swirl chaotically through the air, their plastic surfaces reflecting a brilliant sheen in the soft natural light streaming in from the side windows. The camera, held steady at a remarkably low angle, imbues this miniature conflict with a sense of epic grandeur. The scene is imbued with dynamic tension and an imaginative, destructive aesthetic, creating an atmosphere of tense yet childlike confrontation.",
+ "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 dramatic, high-energy sequence featuring two plastic-building-block figures in a fierce duel on a well-lit wooden floor, with a central collision and chaotic scattering of pieces. The video, however, presents a more static, low-motion depiction that does not fully realize the described dynamics. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe visuals are clear with decent color reproduction and stable framing. Lighting is consistent and the floor texture is visible, but the overall motion is limited, resulting in a mid-range visual impression. There are no obvious artifacts or distortions, yet the lack of kinetic energy reduces the perceived quality relative to the prompt’s implied dynamics.\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements (low-angle view, presence of two block figures, bright colors, wooden floor). However, key aspects—namely the dramatic central collision, the explosive fragmentation, and the chaotic airborne movement—are not realized. The result is a moderate level of alignment: some prompt components are present, while others are missing or underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible object behavior and lighting; there are no evident physics violations. The static arrangement and absence of kinetic impact, however, introduce a mild mismatch with the expected energetic sequence. Overall, physical consistency remains acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 2.21875,
+ "MQ": 2.84375,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, high-energy sequence featuring two plastic-building-block figures in a fierce duel on a well-lit wooden floor, with a central collision and chaotic scattering of pieces. The video, however, presents a more static, low-motion depiction that does not fully realize the described dynamics. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe visuals are clear with decent color reproduction and stable framing. Lighting is consistent and the floor texture is visible, but the overall motion is limited, resulting in a mid-range visual impression. There are no obvious artifacts or distortions, yet the lack of kinetic energy reduces the perceived quality relative to the prompt’s implied dynamics.\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements (low-angle view, presence of two block figures, bright colors, wooden floor). However, key aspects—namely the dramatic central collision, the explosive fragmentation, and the chaotic airborne movement—are not realized. The result is a moderate level of alignment: some prompt components are present, while others are missing or underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible object behavior and lighting; there are no evident physics violations. The static arrangement and absence of kinetic impact, however, introduce a mild mismatch with the expected energetic sequence. Overall, physical consistency remains acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking low-angle close-up, captured in cinematic slow motion, shows two figures constructed from brightly colored plastic building blocks locked in a fierce duel on a well-polished, light-colored wooden floor with distinct wood grain. The figure on the left, clashed primarily in red and yellow, while the figure on the right, composed of blue and green, dashes toward each other at breakneck speed. In the center of the frame, they violently collide, sending a silent crash sending countless red, blue, yellow, and green building block pieces scattering in all directions. The fragments tumble and swirl chaotically through the air, their plastic surfaces reflecting a brilliant sheen in the soft natural light streaming in from the side windows. The camera, held steady at a remarkably low angle, imbues this miniature conflict with a sense of epic grandeur. The scene is imbued with dynamic tension and an imaginative, destructive aesthetic, creating an atmosphere of tense yet childlike confrontation.",
+ "seed": 7038,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_1/index_1237_seed_7038_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 1.7109375,
+ "video_score2_mq": 2.71875,
+ "video_score2_overall": 7.71875,
+ "avg": 7.7265625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle close-up, captured in cinematic slow motion, shows two figures constructed from brightly colored plastic building blocks locked in a fierce duel on a well-polished, light-colored wooden floor with distinct wood grain. The figure on the left, clashed primarily in red and yellow, while the figure on the right, composed of blue and green, dashes toward each other at breakneck speed. In the center of the frame, they violently collide, sending a silent crash sending countless red, blue, yellow, and green building block pieces scattering in all directions. The fragments tumble and swirl chaotically through the air, their plastic surfaces reflecting a brilliant sheen in the soft natural light streaming in from the side windows. The camera, held steady at a remarkably low angle, imbues this miniature conflict with a sense of epic grandeur. The scene is imbued with dynamic tension and an imaginative, destructive aesthetic, creating an atmosphere of tense yet childlike confrontation.",
+ "token_credit_reward": 7.71875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, high-energy sequence featuring two figures made of brightly colored plastic building blocks engaged in a fierce duel on a well-polished wooden floor. In the actual video, the core elements are present only loosely: there are colorful blocks and a low-angle shot, but the central action is not realized as a dynamic, explosive collision. The scene lacks the intended kinetic narrative and epic scale, resulting in a mismatch between the prompt and the observed content.\n\nVisual Quality Analysis:\nThe visuals are serviceable with decent color reproduction and stable framing, and the lighting remains consistent across frames. However, the overall image quality reads as mid-range rather than cinematic; there is no pronounced depth of field or dynamic lighting that would elevate the scene. The result is acceptable but not particularly striking, aligning with a moderate Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. Key aspects such as the two clearly defined figures, a decisive central collision, and the chaotic scattering of fragments are not convincingly depicted. The scene instead presents a static or minimally dynamic arrangement of blocks, with limited motion and interaction, indicating a weak alignment to the original description.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: objects rest on a surface and interact in ways consistent with gravity and material properties. Yet the absence of the expected kinetic energy and dramatic fragmentation reduces the perceived realism of a high-intensity collision, resulting in a moderate level of common-sense consistency.\n\nOverall assessment:\nThe video demonstrates competent technical rendering but falls short of the creative and kinetic vision described in the prompt. It achieves a mid-level Visual Quality, exhibits weak Text-to-Video Alignment, and maintains moderate Physical/Common-sense Consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 1.7109375,
+ "MQ": 2.71875,
+ "Overall": 7.71875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic, high-energy sequence featuring two figures made of brightly colored plastic building blocks engaged in a fierce duel on a well-polished wooden floor. In the actual video, the core elements are present only loosely: there are colorful blocks and a low-angle shot, but the central action is not realized as a dynamic, explosive collision. The scene lacks the intended kinetic narrative and epic scale, resulting in a mismatch between the prompt and the observed content.\n\nVisual Quality Analysis:\nThe visuals are serviceable with decent color reproduction and stable framing, and the lighting remains consistent across frames. However, the overall image quality reads as mid-range rather than cinematic; there is no pronounced depth of field or dynamic lighting that would elevate the scene. The result is acceptable but not particularly striking, aligning with a moderate Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. Key aspects such as the two clearly defined figures, a decisive central collision, and the chaotic scattering of fragments are not convincingly depicted. The scene instead presents a static or minimally dynamic arrangement of blocks, with limited motion and interaction, indicating a weak alignment to the original description.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: objects rest on a surface and interact in ways consistent with gravity and material properties. Yet the absence of the expected kinetic energy and dramatic fragmentation reduces the perceived realism of a high-intensity collision, resulting in a moderate level of common-sense consistency.\n\nOverall assessment:\nThe video demonstrates competent technical rendering but falls short of the creative and kinetic vision described in the prompt. It achieves a mid-level Visual Quality, exhibits weak Text-to-Video Alignment, and maintains moderate Physical/Common-sense Consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_11/index_tensor([2343, 2343])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_11/index_tensor([2343, 2343])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d080b46d74902635a110f742e6c7494d0cf2e6d4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_11/index_tensor([2343, 2343])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 5688,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_11/index_2343_seed_5688_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
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+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 3.75,
+ "video_score2_overall": 10.8125,
+ "avg": 10.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot in the style of ultra-high-speed photography, capturing extreme wide shots from a static high angle in the upper stratosphere, the film observes a single, cataclysmic moment of cosmic power. A massive, bipolar lightning bolt violently erupts upward from the roiling, mountainous surface of a vast storm cloud system. The central subject is a dazzling channel of pure white energy, enveloped in a crackling, vibrant purple corona. It bursts through the atmosphere, a spiderweb of countless smaller, debris-like tendrils extending outward to the edge of the absolute blackness of space. This instantaneous, massive flash, the sole source of light, carves fleeting, dramatic, and razor-sharp shadows into the turbulent, three-dimensional cloud layer below, instantly etching deep canyons and towering peaks in stark black and white contrast. In the background, the powerful illumination vaguely traces the soft, glowing curve of Earth against the void, creating a breathtaking and terrifying atmosphere that freezes a silent, incredibly rapid event into a single frame of sublime natural magnificence.",
+ "token_credit_reward": 10.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a shot in ultra-high-speed photography style, capturing extreme wide shots from a static high angle in the upper stratosphere. It envisions a single, catastrophic moment of cosmic power with a massive, bipolar lightning bolt erupting upward from a roiling, mountainous surface of a vast storm cloud system. The central subject is described as a dazzling channel of pure white energy enveloped in a crackling, vibrant purple corona, bursting through the atmosphere with a spiderweb of smaller debris-like tendrils extending to the edge of space. The scene should show instantaneous, massive flashes carving dramatic shadows into turbulent, three-dimensional clouds, with the background showing Earth's glow against the void.\n\nVisual Quality Assessment:\nThe frames present a strong overall impression with good color saturation and atmospheric rendering. The imagery is clear enough to convey the intended mood, and the lighting effects are visually striking. However, there are minor inconsistencies across frames (slight variations in cloud formations and lighting intensity) that prevent a perfect, flawless presentation. Overall, the visual quality is solid and coherent, but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—high-energy visuals, a stormy atmosphere, and a dynamic lighting scheme. Yet it does not fully realize the most extreme, singular moment described; the sequence reads more as a sustained, multi-bolt storm rather than a single, catastrophic flash. The alignment is moderate: the aesthetic and mood align well, but the narrative intensity and singular focal moment are not fully achieved.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible atmospheric physics and lighting behavior, with believable cloud formations and energy interactions. Some aspects feel stylized or exaggerated beyond strict realism, which slightly reduces strict scientific credibility while preserving artistic impact. Overall, physical consistency is acceptable but not perfect.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.546875,
+ "MQ": 3.75,
+ "Overall": 10.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a shot in ultra-high-speed photography style, capturing extreme wide shots from a static high angle in the upper stratosphere. It envisions a single, catastrophic moment of cosmic power with a massive, bipolar lightning bolt erupting upward from a roiling, mountainous surface of a vast storm cloud system. The central subject is described as a dazzling channel of pure white energy enveloped in a crackling, vibrant purple corona, bursting through the atmosphere with a spiderweb of smaller debris-like tendrils extending to the edge of space. The scene should show instantaneous, massive flashes carving dramatic shadows into turbulent, three-dimensional clouds, with the background showing Earth's glow against the void.\n\nVisual Quality Assessment:\nThe frames present a strong overall impression with good color saturation and atmospheric rendering. The imagery is clear enough to convey the intended mood, and the lighting effects are visually striking. However, there are minor inconsistencies across frames (slight variations in cloud formations and lighting intensity) that prevent a perfect, flawless presentation. Overall, the visual quality is solid and coherent, but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—high-energy visuals, a stormy atmosphere, and a dynamic lighting scheme. Yet it does not fully realize the most extreme, singular moment described; the sequence reads more as a sustained, multi-bolt storm rather than a single, catastrophic flash. The alignment is moderate: the aesthetic and mood align well, but the narrative intensity and singular focal moment are not fully achieved.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible atmospheric physics and lighting behavior, with believable cloud formations and energy interactions. Some aspects feel stylized or exaggerated beyond strict realism, which slightly reduces strict scientific credibility while preserving artistic impact. Overall, physical consistency is acceptable but not perfect.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in the style of ultra-high-speed photography, capturing extreme wide shots from a static high angle in the upper stratosphere, the film observes a single, cataclysmic moment of cosmic power. A massive, bipolar lightning bolt violently erupts upward from the roiling, mountainous surface of a vast storm cloud system. The central subject is a dazzling channel of pure white energy, enveloped in a crackling, vibrant purple corona. It bursts through the atmosphere, a spiderweb of countless smaller, debris-like tendrils extending outward to the edge of the absolute blackness of space. This instantaneous, massive flash, the sole source of light, carves fleeting, dramatic, and razor-sharp shadows into the turbulent, three-dimensional cloud layer below, instantly etching deep canyons and towering peaks in stark black and white contrast. In the background, the powerful illumination vaguely traces the soft, glowing curve of Earth against the void, creating a breathtaking and terrifying atmosphere that freezes a silent, incredibly rapid event into a single frame of sublime natural magnificence.",
+ "seed": 5689,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_11/index_2343_seed_5689_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.671875,
+ "video_score2_ta": 2.890625,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 10.4375,
+ "avg": 10.453125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot in the style of ultra-high-speed photography, capturing extreme wide shots from a static high angle in the upper stratosphere, the film observes a single, cataclysmic moment of cosmic power. A massive, bipolar lightning bolt violently erupts upward from the roiling, mountainous surface of a vast storm cloud system. The central subject is a dazzling channel of pure white energy, enveloped in a crackling, vibrant purple corona. It bursts through the atmosphere, a spiderweb of countless smaller, debris-like tendrils extending outward to the edge of the absolute blackness of space. This instantaneous, massive flash, the sole source of light, carves fleeting, dramatic, and razor-sharp shadows into the turbulent, three-dimensional cloud layer below, instantly etching deep canyons and towering peaks in stark black and white contrast. In the background, the powerful illumination vaguely traces the soft, glowing curve of Earth against the void, creating a breathtaking and terrifying atmosphere that freezes a silent, incredibly rapid event into a single frame of sublime natural magnificence.",
+ "token_credit_reward": 10.4375,
+ "selected_reward": 10.4375,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a shot in ultra-high-speed photography style, capturing extreme wide shots from a static high angle in the upper stratosphere. It envisions a single, catastrophic moment of cosmic power with a massive, bipolar lightning bolt erupting upward from a roiling, mountainous surface of a vast storm cloud system. The central subject is described as a dazzling channel of pure white energy enveloped in a crackling, vibrant purple corona, bursting through the atmosphere with a spiderweb of smaller debris-like tendrils extending to the edge of space. The scene should show instantaneous, massive flashes carving dramatic shadows into turbulent, three-dimensional cloud layers, with Earth visible in the background against the void, creating a breathtaking and terrifying atmosphere.\n\nVisual Quality Assessment:\nThe frames present a strong atmospheric rendering with convincing cloud formations and lighting effects. The color palette—purples, pinks, whites, and darker tones—reads well and contributes to a dramatic mood. The resolution and detail are solid, and the lightning effects are clearly rendered with good contrast. There are no obvious artifacts or distortions, and the sequence remains stable across frames. Overall, the visual quality is solid and coherent, though not flawless; minor refinements could push it toward perfection.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt (dynamic storm visuals, high-energy lighting, and a sense of cosmic scale). However, certain aspects are not fully realized: the imagery does not consistently convey a single, singular lightning event, nor does it clearly depict a massive, true bipolar eruption. The depiction of a “spiderweb of countless smaller, debris-like tendrils” is not strongly evident, and the background Earth is not clearly visible. The overall alignment is moderate rather than exact, reflecting a partial match to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible atmospheric physics: clouds form naturally, lightning discharges within storm systems, and the lighting interactions feel believable. The composition maintains internal coherence, with no obvious violations of physical principles. Some stylization or artistic interpretation may be present, but it does not undermine overall plausibility.\n\nOverall assessment:\nThe video delivers strong visual quality and solid physical consistency, while text-to-video alignment sits at a moderate level due to missing or underrepresented specifics in the prompt.\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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+ "TA": 3,
+ "MQ": 4
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+ "Overall": 10.4375
+ }
+ }
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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 ultra-high-speed photography style, capturing extreme wide shots from a static high angle in the upper stratosphere. It envisions a single, catastrophic moment of cosmic power with a massive, bipolar lightning bolt erupting upward from a roiling, mountainous surface of a vast storm cloud system. The central subject is described as a dazzling channel of pure white energy enveloped in a crackling, vibrant purple corona, bursting through the atmosphere with a spiderweb of smaller debris-like tendrils extending to the edge of space. The scene should show instantaneous, massive flashes carving dramatic shadows into turbulent, three-dimensional cloud layers, with Earth visible in the background against the void, creating a breathtaking and terrifying atmosphere.\n\nVisual Quality Assessment:\nThe frames present a strong atmospheric rendering with convincing cloud formations and lighting effects. The color palette—purples, pinks, whites, and darker tones—reads well and contributes to a dramatic mood. The resolution and detail are solid, and the lightning effects are clearly rendered with good contrast. There are no obvious artifacts or distortions, and the sequence remains stable across frames. Overall, the visual quality is solid and coherent, though not flawless; minor refinements could push it toward perfection.\n\nText-to-Video Alignment Assessment:\nThe video aligns with several elements of the prompt (dynamic storm visuals, high-energy lighting, and a sense of cosmic scale). However, certain aspects are not fully realized: the imagery does not consistently convey a single, singular lightning event, nor does it clearly depict a massive, true bipolar eruption. The depiction of a “spiderweb of countless smaller, debris-like tendrils” is not strongly evident, and the background Earth is not clearly visible. The overall alignment is moderate rather than exact, reflecting a partial match to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible atmospheric physics: clouds form naturally, lightning discharges within storm systems, and the lighting interactions feel believable. The composition maintains internal coherence, with no obvious violations of physical principles. Some stylization or artistic interpretation may be present, but it does not undermine overall plausibility.\n\nOverall assessment:\nThe video delivers strong visual quality and solid physical consistency, while text-to-video alignment sits at a moderate level due to missing or underrepresented specifics in the prompt.\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": 5690,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_11/index_2343_seed_5690_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.390625,
+ "video_score2_ta": 3.5625,
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+ "video_score2_overall": 10.625,
+ "avg": 10.640625,
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+ "token_credit_reward": 10.625,
+ "selected_reward": 10.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 ultra-high-speed photography style, capturing extreme wide shots from a static high angle in the upper stratosphere. It envisions a single, catastrophic moment of cosmic power with a massive, bipolar lightning bolt erupting upward from a roiling, mountainous surface of a vast storm cloud system. The central subject is described as a dazzling channel of pure white energy enveloped in a crackling, vibrant purple corona, bursting through the atmosphere with a spiderweb of smaller debris-like tendrils extending to the edge of space. The event is portrayed as instantaneous, massive, and carving dramatic shadows into turbulent, three-dimensional cloud layers, with Earth visible in the background against the void.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain solid clarity and color fidelity. The lightning and atmospheric effects are well-rendered, with convincing contrast between bright flashes and surrounding clouds. The imagery remains stable without obvious distortions or artifacts, and the overall composition reads as cinematic. While not pushing into the highest possible resolution, the quality is consistently strong across frames, supporting a Visual Quality score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—high-angle perspective, dramatic lighting, and a stormy atmosphere with prominent lightning. However, some aspects are only partially realized: the depiction of a true “single, catastrophic moment” and the explicit “spiderweb of countless smaller, debris-like tendrils” are not fully developed, and the Earth backdrop is not clearly defined. Overall alignment is moderate, aligning with a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: atmospheric motion, cloud dynamics, and the interaction of intense light with surrounding air are coherent. The depiction of a colossal, self-contained moment of cosmic energy, while visually striking, remains within reasonable physical bounds. This yields a Physical/Common-sense Consistency score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.390625,
+ "TA": 3.5625,
+ "MQ": 3.6875,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a shot in ultra-high-speed photography style, capturing extreme wide shots from a static high angle in the upper stratosphere. It envisions a single, catastrophic moment of cosmic power with a massive, bipolar lightning bolt erupting upward from a roiling, mountainous surface of a vast storm cloud system. The central subject is described as a dazzling channel of pure white energy enveloped in a crackling, vibrant purple corona, bursting through the atmosphere with a spiderweb of smaller debris-like tendrils extending to the edge of space. The event is portrayed as instantaneous, massive, and carving dramatic shadows into turbulent, three-dimensional cloud layers, with Earth visible in the background against the void.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain solid clarity and color fidelity. The lightning and atmospheric effects are well-rendered, with convincing contrast between bright flashes and surrounding clouds. The imagery remains stable without obvious distortions or artifacts, and the overall composition reads as cinematic. While not pushing into the highest possible resolution, the quality is consistently strong across frames, supporting a Visual Quality score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—high-angle perspective, dramatic lighting, and a stormy atmosphere with prominent lightning. However, some aspects are only partially realized: the depiction of a true “single, catastrophic moment” and the explicit “spiderweb of countless smaller, debris-like tendrils” are not fully developed, and the Earth backdrop is not clearly defined. Overall alignment is moderate, aligning with a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: atmospheric motion, cloud dynamics, and the interaction of intense light with surrounding air are coherent. The depiction of a colossal, self-contained moment of cosmic energy, while visually striking, remains within reasonable physical bounds. This yields a Physical/Common-sense Consistency score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in the style of ultra-high-speed photography, capturing extreme wide shots from a static high angle in the upper stratosphere, the film observes a single, cataclysmic moment of cosmic power. A massive, bipolar lightning bolt violently erupts upward from the roiling, mountainous surface of a vast storm cloud system. The central subject is a dazzling channel of pure white energy, enveloped in a crackling, vibrant purple corona. It bursts through the atmosphere, a spiderweb of countless smaller, debris-like tendrils extending outward to the edge of the absolute blackness of space. This instantaneous, massive flash, the sole source of light, carves fleeting, dramatic, and razor-sharp shadows into the turbulent, three-dimensional cloud layer below, instantly etching deep canyons and towering peaks in stark black and white contrast. In the background, the powerful illumination vaguely traces the soft, glowing curve of Earth against the void, creating a breathtaking and terrifying atmosphere that freezes a silent, incredibly rapid event into a single frame of sublime natural magnificence.",
+ "seed": 5691,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_11/index_2343_seed_5691_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": 3.609375,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 3.84375,
+ "video_score2_overall": 10.625,
+ "avg": 10.625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot in the style of ultra-high-speed photography, capturing extreme wide shots from a static high angle in the upper stratosphere, the film observes a single, cataclysmic moment of cosmic power. A massive, bipolar lightning bolt violently erupts upward from the roiling, mountainous surface of a vast storm cloud system. The central subject is a dazzling channel of pure white energy, enveloped in a crackling, vibrant purple corona. It bursts through the atmosphere, a spiderweb of countless smaller, debris-like tendrils extending outward to the edge of the absolute blackness of space. This instantaneous, massive flash, the sole source of light, carves fleeting, dramatic, and razor-sharp shadows into the turbulent, three-dimensional cloud layer below, instantly etching deep canyons and towering peaks in stark black and white contrast. In the background, the powerful illumination vaguely traces the soft, glowing curve of Earth against the void, creating a breathtaking and terrifying atmosphere that freezes a silent, incredibly rapid event into a single frame of sublime natural magnificence.",
+ "token_credit_reward": 10.625,
+ "selected_reward": 10.625,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 ultra-high-speed photography style, capturing extreme wide shots from a static high angle in the upper stratosphere. It envisions a single, catastrophic moment of cosmic power with a massive, bipolar lightning bolt erupting upward from a roiling, mountainous cloud system. The central subject is described as a dazzling channel of pure white energy enveloped in a crackling, vibrant purple corona, bursting through the atmosphere with a spiderweb of smaller debris-like tendrils extending to the edge of space. The scene should show dramatic, razor-sharp shadows carving through turbulent three-dimensional clouds, with Earth visible in the background against the void, creating a breathtaking and terrifying atmosphere.\n\nVisual Quality Assessment:\nThe frames present a strong visual impression with clear rendering of the lightning and cloud structures, and a cohesive color palette dominated by purples, pinks, whites, and grays. The resolution and detail are solid, and the lighting effects feel convincing within the stylized context. There are no obvious artifacts or distortions, and the sequence maintains consistent visual quality across frames. However, the depiction remains clearly stylized rather than strictly photorealistic, which is appropriate for the artistic intent but prevents a perfect realism 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—high-energy visuals, a dramatic sky, and a purple-corona aesthetic. Yet it does not fully realize the most extreme, cosmic-scale aspects described (e.g., a true upper-stratosphere vantage, a single catastrophic moment, or the explicit Earth backdrop). The alignment is moderate: the visuals convey the intended mood and phenomena without fully embodying all specified details. Overall, Text-to-Video Alignment is rated 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible atmospheric physics for a stylized rendering: the lightning appears to originate from cloud formations, the color shifts and illumination are coherent with a dramatic storm scenario, and the spatial relationships among clouds look reasonable. The depiction is internally consistent within its artistic framework, though some elements are exaggerated for effect. Overall, Physical/Common-sense Consistency is rated 3/5.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical/Common-sense Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.609375,
+ "TA": 3.171875,
+ "MQ": 3.84375,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 ultra-high-speed photography style, capturing extreme wide shots from a static high angle in the upper stratosphere. It envisions a single, catastrophic moment of cosmic power with a massive, bipolar lightning bolt erupting upward from a roiling, mountainous cloud system. The central subject is described as a dazzling channel of pure white energy enveloped in a crackling, vibrant purple corona, bursting through the atmosphere with a spiderweb of smaller debris-like tendrils extending to the edge of space. The scene should show dramatic, razor-sharp shadows carving through turbulent three-dimensional clouds, with Earth visible in the background against the void, creating a breathtaking and terrifying atmosphere.\n\nVisual Quality Assessment:\nThe frames present a strong visual impression with clear rendering of the lightning and cloud structures, and a cohesive color palette dominated by purples, pinks, whites, and grays. The resolution and detail are solid, and the lighting effects feel convincing within the stylized context. There are no obvious artifacts or distortions, and the sequence maintains consistent visual quality across frames. However, the depiction remains clearly stylized rather than strictly photorealistic, which is appropriate for the artistic intent but prevents a perfect realism 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—high-energy visuals, a dramatic sky, and a purple-corona aesthetic. Yet it does not fully realize the most extreme, cosmic-scale aspects described (e.g., a true upper-stratosphere vantage, a single catastrophic moment, or the explicit Earth backdrop). The alignment is moderate: the visuals convey the intended mood and phenomena without fully embodying all specified details. Overall, Text-to-Video Alignment is rated 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible atmospheric physics for a stylized rendering: the lightning appears to originate from cloud formations, the color shifts and illumination are coherent with a dramatic storm scenario, and the spatial relationships among clouds look reasonable. The depiction is internally consistent within its artistic framework, though some elements are exaggerated for effect. Overall, Physical/Common-sense Consistency is rated 3/5.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical/Common-sense Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_12/index_tensor([7242, 7242])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_12/index_tensor([7242, 7242])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c196cd6dbb8e1e2836c490c5d3bfaf05347c7c30
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_12/index_tensor([7242, 7242])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic low-angle tracking shot follows a classic white Peugeot 205 rally car as it accelerates violently around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment.",
+ "seed": 28361,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_12/index_7242_seed_28361_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": 3.578125,
+ "video_score2_ta": 4.0625,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 10.8125,
+ "avg": 10.8125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot follows a classic white Peugeot 205 rally car as it accelerates violently around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment.",
+ "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 dynamic low-angle tracking shot following a classic white Peugeot 205 rally car as it accelerates around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable issues that prevent a higher rating. Occasional motion blur during fast maneuvers reduces sharpness, and some frames exhibit minor artifacts or slight color/contrast inconsistencies. Dust effects are present but not always perfectly integrated, and a few frames show minor distortions in the car’s geometry. The sequence remains coherent and readable, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a white Peugeot 205, a sunlit dirt/gravel track, visible dust plumes, and a high-contrast lighting setup. The car’s aggressive acceleration and interaction with the terrain are conveyed effectively. A few minor deviations exist—occasional frame-level inconsistencies in wheel rotation and dust behavior, and slight variations in the exact pose at key moments—but these 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: the car’s movement, tire-ground interaction, and dust dynamics feel believable. However, there are occasional small mismatches in wheel rotation timing and the intensity of dust plumes relative to the car’s speed, which slightly reduce realism. Overall, the dynamics remain credible and coherent, 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": 3.578125,
+ "TA": 4.0625,
+ "MQ": 3.171875,
+ "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 dynamic low-angle tracking shot following a classic white Peugeot 205 rally car as it accelerates around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable issues that prevent a higher rating. Occasional motion blur during fast maneuvers reduces sharpness, and some frames exhibit minor artifacts or slight color/contrast inconsistencies. Dust effects are present but not always perfectly integrated, and a few frames show minor distortions in the car’s geometry. The sequence remains coherent and readable, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a white Peugeot 205, a sunlit dirt/gravel track, visible dust plumes, and a high-contrast lighting setup. The car’s aggressive acceleration and interaction with the terrain are conveyed effectively. A few minor deviations exist—occasional frame-level inconsistencies in wheel rotation and dust behavior, and slight variations in the exact pose at key moments—but these 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: the car’s movement, tire-ground interaction, and dust dynamics feel believable. However, there are occasional small mismatches in wheel rotation timing and the intensity of dust plumes relative to the car’s speed, which slightly reduce realism. Overall, the dynamics remain credible and coherent, 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": "dynamic low-angle tracking shot follows a classic white Peugeot 205 rally car as it accelerates violently around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment.",
+ "seed": 28362,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_12/index_7242_seed_28362_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.40625,
+ "video_score2_ta": 4.09375,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 11.375,
+ "avg": 11.375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot follows a classic white Peugeot 205 rally car as it accelerates violently around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment.",
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot following a classic white Peugeot 205 rally car as it accelerates around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The frames maintain decent resolution and clear depiction of the car, track, and dust effects, with lighting consistent with a bright daytime setting. There are occasional minor artifacts or slight softness in some frames, which prevents a perfect top score. The sequence remains coherent and stable, with no major distortions or abrupt changes, supporting a good overall impression.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the low-angle tracking shot, the white Peugeot 205, the sunlit dirt/ gravel track, and the visible dust plumes match the description closely. The car’s aggressive motion and the environmental context feel faithful to the prompt, yielding strong alignment. While there may be very minor deviations in a few frames, they do not meaningfully detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physics: the car interacts with the terrain in a believable manner, dust behavior and lighting are coherent with a hot, dry environment, and the vehicle’s proportions remain consistent across frames. However, there are a few small inconsistencies (e.g., slight variations in wheel appearance or minor shadow nuances) that prevent a perfect score. Overall, the dynamics and environmental interactions are credible and convincing.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 4\nPhysical/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": 3.40625,
+ "TA": 4.09375,
+ "MQ": 3.875,
+ "Overall": 11.375
+ }
+ }
+ ],
+ "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 dynamic low-angle tracking shot following a classic white Peugeot 205 rally car as it accelerates around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The frames maintain decent resolution and clear depiction of the car, track, and dust effects, with lighting consistent with a bright daytime setting. There are occasional minor artifacts or slight softness in some frames, which prevents a perfect top score. The sequence remains coherent and stable, with no major distortions or abrupt changes, supporting a good overall impression.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the low-angle tracking shot, the white Peugeot 205, the sunlit dirt/ gravel track, and the visible dust plumes match the description closely. The car’s aggressive motion and the environmental context feel faithful to the prompt, yielding strong alignment. While there may be very minor deviations in a few frames, they do not meaningfully detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physics: the car interacts with the terrain in a believable manner, dust behavior and lighting are coherent with a hot, dry environment, and the vehicle’s proportions remain consistent across frames. However, there are a few small inconsistencies (e.g., slight variations in wheel appearance or minor shadow nuances) that prevent a perfect score. Overall, the dynamics and environmental interactions are credible and convincing.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 4\nPhysical/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": "dynamic low-angle tracking shot follows a classic white Peugeot 205 rally car as it accelerates violently around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment.",
+ "seed": 28363,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_12/index_7242_seed_28363_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.390625,
+ "video_score2_ta": 4.03125,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 10.6875,
+ "avg": 10.671875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot follows a classic white Peugeot 205 rally car as it accelerates violently around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment.",
+ "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 dynamic low-angle tracking shot following a classic white Peugeot 205 rally car as it accelerates around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment\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 artifacts that prevent a higher rating. The sequence maintains reasonable sharpness and consistent lighting, yet some frames exhibit slight motion blur or compression effects that temper the overall impression. The dust plumes and color grading contribute to the scene, but they do not compensate for the mid-level quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white Peugeot 205, a low-angle tracking shot, a sunlit dirt/gravel track, visible dust and debris, and a high-contrast lighting setup. The car’s aggressive motion and the surrounding environment align well with the description. A few minor deviations exist in exact styling cues or environmental details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible vehicle dynamics and environmental interaction, with believable dust behavior and lighting. However, there are subtle inconsistencies in scale, suspension response, or debris dispersion that prevent a higher level of realism. Overall, the depiction remains coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.390625,
+ "TA": 4.03125,
+ "MQ": 3.25,
+ "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 dynamic low-angle tracking shot following a classic white Peugeot 205 rally car as it accelerates around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment\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 artifacts that prevent a higher rating. The sequence maintains reasonable sharpness and consistent lighting, yet some frames exhibit slight motion blur or compression effects that temper the overall impression. The dust plumes and color grading contribute to the scene, but they do not compensate for the mid-level quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white Peugeot 205, a low-angle tracking shot, a sunlit dirt/gravel track, visible dust and debris, and a high-contrast lighting setup. The car’s aggressive motion and the surrounding environment align well with the description. A few minor deviations exist in exact styling cues or environmental details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible vehicle dynamics and environmental interaction, with believable dust behavior and lighting. However, there are subtle inconsistencies in scale, suspension response, or debris dispersion that prevent a higher level of realism. Overall, the depiction remains coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic low-angle tracking shot follows a classic white Peugeot 205 rally car as it accelerates violently around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment.",
+ "seed": 28364,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_12/index_7242_seed_28364_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 3.84375,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 10.5,
+ "avg": 10.484375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot follows a classic white Peugeot 205 rally car as it accelerates violently around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment.",
+ "token_credit_reward": 10.5,
+ "selected_reward": 10.5,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 1,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot following a classic white Peugeot 205 rally car as it accelerates around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable artifacts and some softness that prevent a higher rating. The sequence maintains stable composition and smooth transitions, yet the image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a white Peugeot 205, a sunlit dirt/gravel track, visible dust plumes, and a high-contrast sky. Some finer details such as exact tire dynamics or the precise interaction between the car and the terrain are not perfectly resolved, but the overall narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible dynamics and environmental interaction, with dust behavior and lighting generally coherent. However, certain micro-physics aspects (e.g., exact tire deformation under acceleration, or the relationship between suspension response and terrain) are not fully convincing, leaving room for improvement in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 3.84375,
+ "MQ": 3.28125,
+ "Overall": 10.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot following a classic white Peugeot 205 rally car as it accelerates around a sun-drenched dirt and gravel rally track. The camera remains low to the ground, emphasizing the car's fierce struggle for traction. The iconic boxy car, coated in a fine layer of dust and grime from the race, surges forward with raw power. Its wide tires desperately bite the loose, rough terrain, spinning violently and unleashing a vast, turbulent plume of thick ochre dust and flying pebbles that engulfs the rear of the car. The harsh midday sun casts a high-contrast glow, shimmering brilliantly on the car's windshield and casting deep, sharp shadows beneath its chassis. In the background, the arid landscape stretches beneath a vast, cloudless blue sky, creating a stark contrast that underscores the car's solitary battle. The entire scene is imbued with a palpable atmosphere of raw, untamed power and unyielding tension, capturing a moment of pure, high-octane defiance against an unforgiving natural environment\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable artifacts and some softness that prevent a higher rating. The sequence maintains stable composition and smooth transitions, yet the image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a white Peugeot 205, a sunlit dirt/gravel track, visible dust plumes, and a high-contrast sky. Some finer details such as exact tire dynamics or the precise interaction between the car and the terrain are not perfectly resolved, but the overall narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible dynamics and environmental interaction, with dust behavior and lighting generally coherent. However, certain micro-physics aspects (e.g., exact tire deformation under acceleration, or the relationship between suspension response and terrain) are not fully convincing, leaving room for improvement in realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_14/index_tensor([625, 625])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_14/index_tensor([625, 625])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..901b322af71c00e5af071079a52cbecebddbb262
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_14/index_tensor([625, 625])_group_14_rewards.json
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a detailed sequence involving an extreme close-up of a square block of cold pale yellow butter atop a thick stack of three fluffy golden-brown pancakes, with steam rising, followed by a transition to a macro view showing the butter melting and forming a golden liquid pool, seeping through the top pancake, and finally pouring down the side of the stack under warm morning light. In practice, the video presents a close-up of a butter-pancake setup with visible steam and some melting cues, but it does not fully realize the full narrative progression or the dramatic pouring described. Overall, the alignment with the prompt is moderate rather than complete.\n\nVisual Quality Analysis:\nThe visuals are generally clear with good detail and natural lighting, and the steam adds realism. However, there are minor inconsistencies in texture continuity and occasional slight deviations in color/contrast that prevent a flawless presentation. The overall visual quality is solid but not perfect, aligning with a score around 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements of the prompt (close-up framing, presence of steam, visible melting cues). However, key aspects such as the exact number of pancakes, the complete transition to a macro view, and the dramatic pouring sequence are not fully realized. The alignment is therefore moderate, reflecting partial fulfillment of the prompt.\n\nPhysical/Common-sense Consistency:\nThe depicted melting behavior and steam generation are broadly plausible, with no major physical violations. Some minor timing or texture details could be refined, but the overall physical consistency remains acceptable.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-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": 3.609375,
+ "TA": 2.84375,
+ "MQ": 3.59375,
+ "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 detailed sequence involving an extreme close-up of a square block of cold pale yellow butter atop a thick stack of three fluffy golden-brown pancakes, with steam rising, followed by a transition to a macro view showing the butter melting and forming a golden liquid pool, seeping through the top pancake, and finally pouring down the side of the stack under warm morning light. In practice, the video presents a close-up of a butter-pancake setup with visible steam and some melting cues, but it does not fully realize the full narrative progression or the dramatic pouring described. Overall, the alignment with the prompt is moderate rather than complete.\n\nVisual Quality Analysis:\nThe visuals are generally clear with good detail and natural lighting, and the steam adds realism. However, there are minor inconsistencies in texture continuity and occasional slight deviations in color/contrast that prevent a flawless presentation. The overall visual quality is solid but not perfect, aligning with a score around 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements of the prompt (close-up framing, presence of steam, visible melting cues). However, key aspects such as the exact number of pancakes, the complete transition to a macro view, and the dramatic pouring sequence are not fully realized. The alignment is therefore moderate, reflecting partial fulfillment of the prompt.\n\nPhysical/Common-sense Consistency:\nThe depicted melting behavior and steam generation are broadly plausible, with no major physical violations. Some minor timing or texture details could be refined, but the overall physical consistency remains acceptable.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The series begins with an extreme close-up, static shot, focusing on a perfectly square block of cold, pale yellow butter placed atop a thick stack of three fluffy, golden-brown pancakes, delicate steam gently rising from the pancakes. Immediately, the heat from the fresh pancakes causes the bottom of the butter to glisten and begin to boil. The camera then seamlessly transitions to a macro perspective through a slow, close-up, capturing hyper-detail as the sharp edges of the butter soften and round, its solid form steadily collapsing into a shimmering, viscous pool of liquid gold. The melted butter seeps through the porous, cake-like surface of the top pancake, before the camera angle switches to a slightly higher, mouth-watering close-up. From this new vantage point, the camera slowly tilts downward, following the golden liquid as it reaches the edge and begins to deliberately pour down the side of the stack in thick, shimmering streams. The entire scene is bathed in soft, warm morning sunlight, which filters in through a nearby window, catching the rising steam and causing the melted butter to shimmer, creating an atmosphere of supreme comfort, appetizing, and sensory richness.",
+ "seed": 16138,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_14/index_625_seed_16138_dp_28_rank_56_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": 3.328125,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 2.765625,
+ "video_score2_overall": 8.5625,
+ "avg": 8.546875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "The series begins with an extreme close-up, static shot, focusing on a perfectly square block of cold, pale yellow butter placed atop a thick stack of three fluffy, golden-brown pancakes, delicate steam gently rising from the pancakes. Immediately, the heat from the fresh pancakes causes the bottom of the butter to glisten and begin to boil. The camera then seamlessly transitions to a macro perspective through a slow, close-up, capturing hyper-detail as the sharp edges of the butter soften and round, its solid form steadily collapsing into a shimmering, viscous pool of liquid gold. The melted butter seeps through the porous, cake-like surface of the top pancake, before the camera angle switches to a slightly higher, mouth-watering close-up. From this new vantage point, the camera slowly tilts downward, following the golden liquid as it reaches the edge and begins to deliberately pour down the side of the stack in thick, shimmering streams. The entire scene is bathed in soft, warm morning sunlight, which filters in through a nearby window, catching the rising steam and causing the melted butter to shimmer, creating an atmosphere of supreme comfort, appetizing, and sensory richness.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a detailed sequence involving a square block of cold pale yellow butter atop a thick stack of three fluffy pancakes, with steam rising, the butter melting, and a transition to a macro view as the butter collapses into a liquid pool that pours down the side of the stack under warm morning light. The actual video presents a more restrained depiction: the butter remains largely intact across frames, with only a hint of melting and no visible steam or pouring action. The alignment to the described dynamic is limited, resulting in a low-to-moderate correspondence overall.\n\nVisual Quality Analysis:\nThe visuals are generally clean with decent resolution and consistent lighting. There is some mild softness and occasional background blur, but no major artifacts or distortions. Transitions between frames are smooth, and the overall presentation is coherent. Given these factors, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. Key elements such as visible steam, a clear transition to a macro view, and the dramatic collapse and pour of the butter are not realized. The result shows a static, less-dynamic interpretation of the described scene, yielding a low alignment score (2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the butter retains its shape, the pancake stack appears stable, and there are no obvious violations of basic physics. The lack of expected dynamic melting behavior reduces realism somewhat, but the overall physical consistency remains acceptable, supporting a moderate score (3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 2.453125,
+ "MQ": 2.765625,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a detailed sequence involving a square block of cold pale yellow butter atop a thick stack of three fluffy pancakes, with steam rising, the butter melting, and a transition to a macro view as the butter collapses into a liquid pool that pours down the side of the stack under warm morning light. The actual video presents a more restrained depiction: the butter remains largely intact across frames, with only a hint of melting and no visible steam or pouring action. The alignment to the described dynamic is limited, resulting in a low-to-moderate correspondence overall.\n\nVisual Quality Analysis:\nThe visuals are generally clean with decent resolution and consistent lighting. There is some mild softness and occasional background blur, but no major artifacts or distortions. Transitions between frames are smooth, and the overall presentation is coherent. Given these factors, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. Key elements such as visible steam, a clear transition to a macro view, and the dramatic collapse and pour of the butter are not realized. The result shows a static, less-dynamic interpretation of the described scene, yielding a low alignment score (2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the butter retains its shape, the pancake stack appears stable, and there are no obvious violations of basic physics. The lack of expected dynamic melting behavior reduces realism somewhat, but the overall physical consistency remains acceptable, supporting a moderate score (3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 16139,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_14/index_625_seed_16139_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
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+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.671875,
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+ "question": "The series begins with an extreme close-up, static shot, focusing on a perfectly square block of cold, pale yellow butter placed atop a thick stack of three fluffy, golden-brown pancakes, delicate steam gently rising from the pancakes. Immediately, the heat from the fresh pancakes causes the bottom of the butter to glisten and begin to boil. The camera then seamlessly transitions to a macro perspective through a slow, close-up, capturing hyper-detail as the sharp edges of the butter soften and round, its solid form steadily collapsing into a shimmering, viscous pool of liquid gold. The melted butter seeps through the porous, cake-like surface of the top pancake, before the camera angle switches to a slightly higher, mouth-watering close-up. From this new vantage point, the camera slowly tilts downward, following the golden liquid as it reaches the edge and begins to deliberately pour down the side of the stack in thick, shimmering streams. The entire scene is bathed in soft, warm morning sunlight, which filters in through a nearby window, catching the rising steam and causing the melted butter to shimmer, creating an atmosphere of supreme comfort, appetizing, and sensory richness.",
+ "token_credit_reward": 8.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a detailed sequence involving an extreme close-up of a square block of cold pale yellow butter atop a thick stack of three fluffy golden-brown pancakes, with steam rising, followed by a transition to a macro view as the butter melts and flows, culminating in a warm, inviting atmosphere. The actual video presents a more generic cooking-shot aesthetic rather than faithfully reproducing all described elements, 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 depiction of the butter and pancakes, with warm lighting that enhances the food presentation. There are no major artifacts or distortions, but the rendering does not reach high-end realism; some textures and motion cues feel slightly artificial, keeping the quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a close-up focus on the butter and pancakes and shows some melting action, several key prompt details are not convincingly realized: there is no clearly visible steam, the exact number of pancakes is ambiguous, and the dramatic transition to a macro perspective and the precise pouring dynamics are not consistently depicted. The overall narrative alignment remains weak relative to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The melting behavior and viscosity appear plausible, and the pancake texture looks reasonable. However, there are minor inconsistencies in how the butter deforms and how the liquid flows, preventing a fully convincing physical portrayal. Overall, the scene maintains basic realism without strong deviations.\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": 3.515625,
+ "TA": 2.359375,
+ "MQ": 2.796875,
+ "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 detailed sequence involving an extreme close-up of a square block of cold pale yellow butter atop a thick stack of three fluffy golden-brown pancakes, with steam rising, followed by a transition to a macro view as the butter melts and flows, culminating in a warm, inviting atmosphere. The actual video presents a more generic cooking-shot aesthetic rather than faithfully reproducing all described elements, 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 depiction of the butter and pancakes, with warm lighting that enhances the food presentation. There are no major artifacts or distortions, but the rendering does not reach high-end realism; some textures and motion cues feel slightly artificial, keeping the quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a close-up focus on the butter and pancakes and shows some melting action, several key prompt details are not convincingly realized: there is no clearly visible steam, the exact number of pancakes is ambiguous, and the dramatic transition to a macro perspective and the precise pouring dynamics are not consistently depicted. The overall narrative alignment remains weak relative to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The melting behavior and viscosity appear plausible, and the pancake texture looks reasonable. However, there are minor inconsistencies in how the butter deforms and how the liquid flows, preventing a fully convincing physical portrayal. Overall, the scene maintains basic realism without strong deviations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The series begins with an extreme close-up, static shot, focusing on a perfectly square block of cold, pale yellow butter placed atop a thick stack of three fluffy, golden-brown pancakes, delicate steam gently rising from the pancakes. Immediately, the heat from the fresh pancakes causes the bottom of the butter to glisten and begin to boil. The camera then seamlessly transitions to a macro perspective through a slow, close-up, capturing hyper-detail as the sharp edges of the butter soften and round, its solid form steadily collapsing into a shimmering, viscous pool of liquid gold. The melted butter seeps through the porous, cake-like surface of the top pancake, before the camera angle switches to a slightly higher, mouth-watering close-up. From this new vantage point, the camera slowly tilts downward, following the golden liquid as it reaches the edge and begins to deliberately pour down the side of the stack in thick, shimmering streams. The entire scene is bathed in soft, warm morning sunlight, which filters in through a nearby window, catching the rising steam and causing the melted butter to shimmer, creating an atmosphere of supreme comfort, appetizing, and sensory richness.",
+ "seed": 16140,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_14/index_625_seed_16140_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": 3.5625,
+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.75,
+ "avg": 8.703125,
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+ "question_id": "videoscore2_overall",
+ "question": "The series begins with an extreme close-up, static shot, focusing on a perfectly square block of cold, pale yellow butter placed atop a thick stack of three fluffy, golden-brown pancakes, delicate steam gently rising from the pancakes. Immediately, the heat from the fresh pancakes causes the bottom of the butter to glisten and begin to boil. The camera then seamlessly transitions to a macro perspective through a slow, close-up, capturing hyper-detail as the sharp edges of the butter soften and round, its solid form steadily collapsing into a shimmering, viscous pool of liquid gold. The melted butter seeps through the porous, cake-like surface of the top pancake, before the camera angle switches to a slightly higher, mouth-watering close-up. From this new vantage point, the camera slowly tilts downward, following the golden liquid as it reaches the edge and begins to deliberately pour down the side of the stack in thick, shimmering streams. The entire scene is bathed in soft, warm morning sunlight, which filters in through a nearby window, catching the rising steam and causing the melted butter to shimmer, creating an atmosphere of supreme comfort, appetizing, and sensory richness.",
+ "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 detailed culinary sequence featuring a square block of cold pale yellow butter atop a stack of three fluffy pancakes, with steam rising, the butter melting, and a transition to a macro view showing the butter becoming a liquid pool that flows down the sides of the stack under warm morning light. In practice, the video presents a close-up of a butter-pancake setup but does not realize most of these dynamic elements. The core idea is present, but the execution falls short of fully delivering the described progression and atmosphere.\n\nVisual Quality Analysis:\nThe visuals are generally clean with decent resolution and clear rendering of the butter texture and pancake surface. Lighting remains consistent across frames, and there are no obvious distortions or artifacts. However, the sequence lacks the dramatic motion and atmospheric depth described in the prompt, resulting in a moderate overall impression rather than a high-fidelity cinematic feel.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video captures the basic components (butter and pancakes) and a close-up perspective, but key elements such as steam rising, the butter melting and flowing into a pool, the transition to a macro view, and the pouring action are not realized. The result reflects a moderate level of fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene appears plausible: the butter sits on the pancake surface, melts, and exhibits viscous flow consistent with typical culinary behavior. There are no evident violations of basic physics. The absence of some expected dynamics (e.g., pronounced steam, full-scale pouring) reduces the perceived realism, but the core interactions remain believable.\n\nOverall assessment:\nThe video demonstrates competent technical rendering with moderate fidelity to the prompt and reasonable physical plausibility. It aligns 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": 3.5625,
+ "TA": 2.171875,
+ "MQ": 2.96875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a detailed culinary sequence featuring a square block of cold pale yellow butter atop a stack of three fluffy pancakes, with steam rising, the butter melting, and a transition to a macro view showing the butter becoming a liquid pool that flows down the sides of the stack under warm morning light. In practice, the video presents a close-up of a butter-pancake setup but does not realize most of these dynamic elements. The core idea is present, but the execution falls short of fully delivering the described progression and atmosphere.\n\nVisual Quality Analysis:\nThe visuals are generally clean with decent resolution and clear rendering of the butter texture and pancake surface. Lighting remains consistent across frames, and there are no obvious distortions or artifacts. However, the sequence lacks the dramatic motion and atmospheric depth described in the prompt, resulting in a moderate overall impression rather than a high-fidelity cinematic feel.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video captures the basic components (butter and pancakes) and a close-up perspective, but key elements such as steam rising, the butter melting and flowing into a pool, the transition to a macro view, and the pouring action are not realized. The result reflects a moderate level of fidelity to the original description.\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene appears plausible: the butter sits on the pancake surface, melts, and exhibits viscous flow consistent with typical culinary behavior. There are no evident violations of basic physics. The absence of some expected dynamics (e.g., pronounced steam, full-scale pouring) reduces the perceived realism, but the core interactions remain believable.\n\nOverall assessment:\nThe video demonstrates competent technical rendering with moderate fidelity to the prompt and reasonable physical plausibility. It aligns 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_15/index_tensor([6415, 6415])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_15/index_tensor([6415, 6415])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d7558671169469546b9c22f71c2f29103b7c762
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_15/index_tensor([6415, 6415])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 1408,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_15/index_6415_seed_1408_dp_30_rank_60_sample_0_slot_0.mp4",
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+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 1.90625,
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+ "video_score2_overall": 7.9375,
+ "avg": 7.953125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme macro lens rests closely on the surface of an ancient tombstone. In the soft, cold, diffuse light of an overcast sky, every deep crack in the weathered granite and the velvety, dark-green moss are clearly visible. As a gust of chilly wind blows, the weathered tombstone begins its slow, inexorable toppling, and the camera tilts downward steadily and smoothly to capture this poignant moment. As the tombstone begins to move, the accumulated fine dust and detritus of dry earth are shaken off. The lens captures these tiny particles with incredible clarity. Like a miniature, silent avalanche, they cascade down the rough stone surface and mottled lichen, flickering briefly in the dim light before disappearing at the bottom of the frame. The entire movement is slow and ponderous, imbued with the poetry of decay and the weight of time's passage, creating an atmosphere of profound solemnity, tranquility, and a profoundly contemplative melancholy.",
+ "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 macro lens resting on the surface of an ancient tombstone under soft, cold, diffuse lighting, with moss, weathered granite, and a sequence of wind-driven toppling, camera tilt, and dust/detritus cascading down as the stone slowly moves. The intended mood is one of decay, weight, and contemplative melancholy.\n\nVisual Quality Analysis:\nAcross the frames, the scene presents a close-up of a moss-covered stone surface with a soft, atmospheric look. The resolution is adequate but not high, and there is noticeable depth-of-field blur in parts of the frame. The color palette remains muted with greens and grays, and the lighting is consistently soft and diffused. There are no obvious artifacts or distortions, and transitions between frames are smooth. Overall, the visual quality is moderate rather than exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close-up perspective, mossy stone texture, and soft lighting. However, key narrative moments are missing: there is no evident wind-induced toppling, no camera tilt, and no cascade of dust or debris. The sequence does not demonstrate the progressive decay or the dramatic motion implied by the prompt. Consequently, alignment is partial and moderate.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: moss growth on stone, consistent lighting, and a believable close-up interaction with the surface. The absence of dynamic action does not introduce physical contradictions; it simply reflects a static or minimally evolving moment. Overall, physical/common-sense consistency is moderate.\n\nGround-truth scores (for reference): Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 1.90625,
+ "MQ": 3.109375,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro lens resting on the surface of an ancient tombstone under soft, cold, diffuse lighting, with moss, weathered granite, and a sequence of wind-driven toppling, camera tilt, and dust/detritus cascading down as the stone slowly moves. The intended mood is one of decay, weight, and contemplative melancholy.\n\nVisual Quality Analysis:\nAcross the frames, the scene presents a close-up of a moss-covered stone surface with a soft, atmospheric look. The resolution is adequate but not high, and there is noticeable depth-of-field blur in parts of the frame. The color palette remains muted with greens and grays, and the lighting is consistently soft and diffused. There are no obvious artifacts or distortions, and transitions between frames are smooth. Overall, the visual quality is moderate rather than exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close-up perspective, mossy stone texture, and soft lighting. However, key narrative moments are missing: there is no evident wind-induced toppling, no camera tilt, and no cascade of dust or debris. The sequence does not demonstrate the progressive decay or the dramatic motion implied by the prompt. Consequently, alignment is partial and moderate.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: moss growth on stone, consistent lighting, and a believable close-up interaction with the surface. The absence of dynamic action does not introduce physical contradictions; it simply reflects a static or minimally evolving moment. Overall, physical/common-sense consistency is moderate.\n\nGround-truth scores (for reference): Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme macro lens rests closely on the surface of an ancient tombstone. In the soft, cold, diffuse light of an overcast sky, every deep crack in the weathered granite and the velvety, dark-green moss are clearly visible. As a gust of chilly wind blows, the weathered tombstone begins its slow, inexorable toppling, and the camera tilts downward steadily and smoothly to capture this poignant moment. As the tombstone begins to move, the accumulated fine dust and detritus of dry earth are shaken off. The lens captures these tiny particles with incredible clarity. Like a miniature, silent avalanche, they cascade down the rough stone surface and mottled lichen, flickering briefly in the dim light before disappearing at the bottom of the frame. The entire movement is slow and ponderous, imbued with the poetry of decay and the weight of time's passage, creating an atmosphere of profound solemnity, tranquility, and a profoundly contemplative melancholy.",
+ "seed": 1409,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_15/index_6415_seed_1409_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": 3.203125,
+ "video_score2_ta": 1.5390625,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 7.9375,
+ "avg": 7.9140625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme macro lens rests closely on the surface of an ancient tombstone. In the soft, cold, diffuse light of an overcast sky, every deep crack in the weathered granite and the velvety, dark-green moss are clearly visible. As a gust of chilly wind blows, the weathered tombstone begins its slow, inexorable toppling, and the camera tilts downward steadily and smoothly to capture this poignant moment. As the tombstone begins to move, the accumulated fine dust and detritus of dry earth are shaken off. The lens captures these tiny particles with incredible clarity. Like a miniature, silent avalanche, they cascade down the rough stone surface and mottled lichen, flickering briefly in the dim light before disappearing at the bottom of the frame. The entire movement is slow and ponderous, imbued with the poetry of decay and the weight of time's passage, creating an atmosphere of profound solemnity, tranquility, and a profoundly contemplative melancholy.",
+ "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 an extreme macro lens resting on the surface of an ancient tombstone under soft, cold, diffuse lighting. It envisions weathered granite, velvety dark-green moss, a gust of wind causing the tombstone to topple, a downward tilt of the camera, and the release of fine dust and debris as the stone moves, culminating in a contemplative mood of decay and time's passage.\n\nVisual Quality Assessment:\nAcross the frames, the imagery remains consistently soft with limited sharpness, which reduces overall clarity. The color palette stays muted toward whites and grays, with moss hints appearing in some frames but not crisply defined. Lighting is diffuse and cool, contributing to a subdued atmosphere, yet the lack of crisp detail and motion cues diminishes perceived realism. Overall, the visual quality is moderate rather than strong, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the extreme macro perspective and the presence of moss on a stone surface are present, and the lighting matches the described soft, diffuse look. However, key narrative elements are missing or underdeveloped: there is no evident wind gust, no clear camera tilt, and no sequence of dust or debris cascading as the stone moves. The result is a moderate level of alignment that captures some aspects but fails to realize the full dramatic progression described.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible material properties and lighting, with moss appearing organically on the stone. Yet the absence of dynamic interaction and motion cues reduces the sense of physical causality implied by the prompt. The overall physical consistency is acceptable but not compelling, reflecting a mid-level assessment.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3.171875,
+ "Overall": 7.9375
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro lens resting on the surface of an ancient tombstone under soft, cold, diffuse lighting. It envisions weathered granite, velvety dark-green moss, a gust of wind causing the tombstone to topple, a downward tilt of the camera, and the release of fine dust and debris as the stone moves, culminating in a contemplative mood of decay and time's passage.\n\nVisual Quality Assessment:\nAcross the frames, the imagery remains consistently soft with limited sharpness, which reduces overall clarity. The color palette stays muted toward whites and grays, with moss hints appearing in some frames but not crisply defined. Lighting is diffuse and cool, contributing to a subdued atmosphere, yet the lack of crisp detail and motion cues diminishes perceived realism. Overall, the visual quality is moderate rather than strong, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the extreme macro perspective and the presence of moss on a stone surface are present, and the lighting matches the described soft, diffuse look. However, key narrative elements are missing or underdeveloped: there is no evident wind gust, no clear camera tilt, and no sequence of dust or debris cascading as the stone moves. The result is a moderate level of alignment that captures some aspects but fails to realize the full dramatic progression described.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible material properties and lighting, with moss appearing organically on the stone. Yet the absence of dynamic interaction and motion cues reduces the sense of physical causality implied by the prompt. The overall physical consistency is acceptable but not compelling, reflecting a mid-level assessment.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
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+ {
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+ "seed": 1410,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_15/index_6415_seed_1410_dp_31_rank_62_sample_2_slot_0.mp4",
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+ "video_score2_ta": 1.65625,
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+ "video_score2_overall": 7.5,
+ "avg": 7.5,
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+ "question": "An extreme macro lens rests closely on the surface of an ancient tombstone. In the soft, cold, diffuse light of an overcast sky, every deep crack in the weathered granite and the velvety, dark-green moss are clearly visible. As a gust of chilly wind blows, the weathered tombstone begins its slow, inexorable toppling, and the camera tilts downward steadily and smoothly to capture this poignant moment. As the tombstone begins to move, the accumulated fine dust and detritus of dry earth are shaken off. The lens captures these tiny particles with incredible clarity. Like a miniature, silent avalanche, they cascade down the rough stone surface and mottled lichen, flickering briefly in the dim light before disappearing at the bottom of the frame. The entire movement is slow and ponderous, imbued with the poetry of decay and the weight of time's passage, creating an atmosphere of profound solemnity, tranquility, and a profoundly contemplative melancholy.",
+ "token_credit_reward": 7.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro lens resting on an ancient tombstone under overcast skies, with detailed weathering, moss, and a sequence of wind-driven toppling, dust shaking, and cascading particles. The intended mood is one of decay, weight, and contemplative melancholy.\n\nVisual Quality Assessment:\nAcross the frames, the scene shows a close-up of a stone surface with moss. The image quality is moderate: there is some blur and soft focus, but the subject remains identifiable. Lighting is dim and diffuse, consistent with an overcast setting. The sequence appears stable with no obvious distortions or artifacts, though sharpness could be improved. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements—close-up perspective, overcast lighting, moss on weathered stone, and a downward tilt. However, key narrative moments described in the prompt (extreme toppling, dust shaking, cascading particles) are not realized in the footage. Alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical relationships: moss grows naturally on the stone, lighting behaves consistently, and the camera motion is smooth. There are no evident violations of basic physics or common-sense expectations. Overall, Physical Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.671875,
+ "TA": 1.65625,
+ "MQ": 3.171875,
+ "Overall": 7.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro lens resting on an ancient tombstone under overcast skies, with detailed weathering, moss, and a sequence of wind-driven toppling, dust shaking, and cascading particles. The intended mood is one of decay, weight, and contemplative melancholy.\n\nVisual Quality Assessment:\nAcross the frames, the scene shows a close-up of a stone surface with moss. The image quality is moderate: there is some blur and soft focus, but the subject remains identifiable. Lighting is dim and diffuse, consistent with an overcast setting. The sequence appears stable with no obvious distortions or artifacts, though sharpness could be improved. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements—close-up perspective, overcast lighting, moss on weathered stone, and a downward tilt. However, key narrative moments described in the prompt (extreme toppling, dust shaking, cascading particles) are not realized in the footage. Alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical relationships: moss grows naturally on the stone, lighting behaves consistently, and the camera motion is smooth. There are no evident violations of basic physics or common-sense expectations. Overall, Physical Consistency is mid-range (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme macro lens rests closely on the surface of an ancient tombstone. In the soft, cold, diffuse light of an overcast sky, every deep crack in the weathered granite and the velvety, dark-green moss are clearly visible. As a gust of chilly wind blows, the weathered tombstone begins its slow, inexorable toppling, and the camera tilts downward steadily and smoothly to capture this poignant moment. As the tombstone begins to move, the accumulated fine dust and detritus of dry earth are shaken off. The lens captures these tiny particles with incredible clarity. Like a miniature, silent avalanche, they cascade down the rough stone surface and mottled lichen, flickering briefly in the dim light before disappearing at the bottom of the frame. The entire movement is slow and ponderous, imbued with the poetry of decay and the weight of time's passage, creating an atmosphere of profound solemnity, tranquility, and a profoundly contemplative melancholy.",
+ "seed": 1411,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_15/index_6415_seed_1411_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro lens resting on the surface of an ancient tombstone under soft, cold, diffuse lighting, revealing weathered granite and velvety moss, with a gust of wind causing the tombstone to topple slowly as the camera tilts downward to capture the moment, including the dispersion of dust and particles cascading down the surface. The intended mood is one of decay, weight, and contemplative melancholy.\n\nVisual Quality Analysis:\nAcross the frames, the imagery centers on a close-up of moss-covered stone. The resolution is adequate but not high, with a shallow depth of field producing a pronounced background blur. Lighting remains soft and diffuse, consistent with an overcast setting. Foreground detail (moss texture and stone surface) is reasonably clear, while the background remains out of focus. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is moderate rather than exceptional, reflecting competent technical execution without standout refinement.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close-up perspective, mossy stone surface, soft lighting, and a downward camera tilt. However, key narrative moments are missing: there is no evident wind gust, no visible toppling motion, and no dispersion of dust or particles cascading down the surface. The sequence does not convey the dramatic progression implied by the prompt, resulting in only partial alignment with the intended story. The overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible textures and lighting for a close-up of moss on stone, with believable material properties and environmental cues. Yet the absence of dynamic action and the lack of wind-driven or gravity-induced movement reduce the perceived physical realism of the described scenario. The result is a technically coherent but narratively incomplete depiction, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.46875,
+ "TA": 1.5859375,
+ "MQ": 3.1875,
+ "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 extreme macro lens resting on the surface of an ancient tombstone under soft, cold, diffuse lighting, revealing weathered granite and velvety moss, with a gust of wind causing the tombstone to topple slowly as the camera tilts downward to capture the moment, including the dispersion of dust and particles cascading down the surface. The intended mood is one of decay, weight, and contemplative melancholy.\n\nVisual Quality Analysis:\nAcross the frames, the imagery centers on a close-up of moss-covered stone. The resolution is adequate but not high, with a shallow depth of field producing a pronounced background blur. Lighting remains soft and diffuse, consistent with an overcast setting. Foreground detail (moss texture and stone surface) is reasonably clear, while the background remains out of focus. There are no obvious distortions or artifacts, and transitions between frames are smooth. Overall, the visual quality is moderate rather than exceptional, reflecting competent technical execution without standout refinement.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close-up perspective, mossy stone surface, soft lighting, and a downward camera tilt. However, key narrative moments are missing: there is no evident wind gust, no visible toppling motion, and no dispersion of dust or particles cascading down the surface. The sequence does not convey the dramatic progression implied by the prompt, resulting in only partial alignment with the intended story. The overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible textures and lighting for a close-up of moss on stone, with believable material properties and environmental cues. Yet the absence of dynamic action and the lack of wind-driven or gravity-induced movement reduce the perceived physical realism of the described scenario. The result is a technically coherent but narratively incomplete depiction, yielding a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_2/index_tensor([3210, 3210])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_2/index_tensor([3210, 3210])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..52299fca39ffe44fda97817beb659d826a02f54e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_2/index_tensor([3210, 3210])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, taken from behind and slightly to the right of the subject, slowly pans forward, simulating the focus of the subject's gaze. In the frame, a slender figure with shoulder-length jet-black hair stands quietly at the end of an ancient bluestone arch bridge. Steadily holding a pale yellow oil-paper umbrella in her right hand, its delicate bamboo frame looming in the night. Fine raindrops, outlined by the faint light of distant light, form countless descending silver threads in the night sky. They pound densely against the umbrella, creating tiny splashes of water, while the bridge, washed glossy by the rain, reflects the dim light around it. Beneath the bridge flows a winding black river, and on both sides are the black-tiled, white-walled buildings of Wuyin Town. Most of them have fallen silent, with only a few windows emitting warm lights. As the camera slowly passes over the character's shoulder and follows his/her line of sight to the end of the river, an abandoned old Chinese-style house with a sinister outline and flying eaves is looming in the mist. A hazy and strange red light is emitting from the interior of the house. This red light spreads in the moist air, dyeing the sky at the end of the river an ominous crimson, and casting a swaying red reflection on the dark river surface, creating a quiet, lonely yet suspenseful mysterious atmosphere.",
+ "seed": 6817,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_2/index_3210_seed_6817_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.703125,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, taken from behind and slightly to the right of the subject, slowly pans forward, simulating the focus of the subject's gaze. In the frame, a slender figure with shoulder-length jet-black hair stands quietly at the end of an ancient bluestone arch bridge. Steadily holding a pale yellow oil-paper umbrella in her right hand, its delicate bamboo frame looming in the night. Fine raindrops, outlined by the faint light of distant light, form countless descending silver threads in the night sky. They pound densely against the umbrella, creating tiny splashes of water, while the bridge, washed glossy by the rain, reflects the dim light around it. Beneath the bridge flows a winding black river, and on both sides are the black-tiled, white-walled buildings of Wuyin Town. Most of them have fallen silent, with only a few windows emitting warm lights. As the camera slowly passes over the character's shoulder and follows his/her line of sight to the end of the river, an abandoned old Chinese-style house with a sinister outline and flying eaves is looming in the mist. A hazy and strange red light is emitting from the interior of the house. This red light spreads in the moist air, dyeing the sky at the end of the river an ominous crimson, and casting a swaying red reflection on the dark river surface, creating a quiet, lonely yet suspenseful mysterious atmosphere.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a slender figure with shoulder-length jet-black hair standing at the end of an ancient bluestone arch bridge, holding a pale yellow oil-paper umbrella with a delicate bamboo frame, looking out over a rainy night landscape. The video captures several elements of this description, including the umbrella, the rainy atmosphere, and the general mood. However, there are notable deviations: the camera angle appears more frontal than described, and the setting reads as a traditional Chinese town rather than a strict match to the bluestone arch bridge. The red interior lighting and the misty atmosphere contribute to the intended mood, but the precise spatial arrangement and architectural details do not align perfectly with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the umbrella and rain, with consistent lighting and color grading that supports the moody atmosphere. There are no major distortions or artifacts, and transitions between frames are smooth. Some minor softness and occasional slight blur in certain areas prevent a higher rating, but the visuals remain coherent and readable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as the umbrella, rain, and the general mood, and some aspects of the scene resemble the description. However, critical spatial cues diverge: the camera perspective is not the same as described (more frontal than behind-and-right), and the setting reads as a traditional town rather than a strict bluestone arch bridge environment. The red interior lighting and mist are present, contributing to atmosphere, but they do not fully compensate for the misalignment in perspective and setting.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Rain behavior, reflections, and the interaction of light with surfaces appear plausible, and the umbrella’s proportions look reasonable. Nonetheless, the overall composition exhibits inconsistencies with the described scene: the bridge type and architectural details differ from the prompt, and the implied spatial relationships are not fully coherent. These factors keep the physical realism at a middle level rather than high fidelity.\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": 2.703125,
+ "TA": 2.53125,
+ "MQ": 3.03125,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a slender figure with shoulder-length jet-black hair standing at the end of an ancient bluestone arch bridge, holding a pale yellow oil-paper umbrella with a delicate bamboo frame, looking out over a rainy night landscape. The video captures several elements of this description, including the umbrella, the rainy atmosphere, and the general mood. However, there are notable deviations: the camera angle appears more frontal than described, and the setting reads as a traditional Chinese town rather than a strict match to the bluestone arch bridge. The red interior lighting and the misty atmosphere contribute to the intended mood, but the precise spatial arrangement and architectural details do not align perfectly with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the umbrella and rain, with consistent lighting and color grading that supports the moody atmosphere. There are no major distortions or artifacts, and transitions between frames are smooth. Some minor softness and occasional slight blur in certain areas prevent a higher rating, but the visuals remain coherent and readable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as the umbrella, rain, and the general mood, and some aspects of the scene resemble the description. However, critical spatial cues diverge: the camera perspective is not the same as described (more frontal than behind-and-right), and the setting reads as a traditional town rather than a strict bluestone arch bridge environment. The red interior lighting and mist are present, contributing to atmosphere, but they do not fully compensate for the misalignment in perspective and setting.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Rain behavior, reflections, and the interaction of light with surfaces appear plausible, and the umbrella’s proportions look reasonable. Nonetheless, the overall composition exhibits inconsistencies with the described scene: the bridge type and architectural details differ from the prompt, and the implied spatial relationships are not fully coherent. These factors keep the physical realism at a middle level rather than high fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, taken from behind and slightly to the right of the subject, slowly pans forward, simulating the focus of the subject's gaze. In the frame, a slender figure with shoulder-length jet-black hair stands quietly at the end of an ancient bluestone arch bridge. Steadily holding a pale yellow oil-paper umbrella in her right hand, its delicate bamboo frame looming in the night. Fine raindrops, outlined by the faint light of distant light, form countless descending silver threads in the night sky. They pound densely against the umbrella, creating tiny splashes of water, while the bridge, washed glossy by the rain, reflects the dim light around it. Beneath the bridge flows a winding black river, and on both sides are the black-tiled, white-walled buildings of Wuyin Town. Most of them have fallen silent, with only a few windows emitting warm lights. As the camera slowly passes over the character's shoulder and follows his/her line of sight to the end of the river, an abandoned old Chinese-style house with a sinister outline and flying eaves is looming in the mist. A hazy and strange red light is emitting from the interior of the house. This red light spreads in the moist air, dyeing the sky at the end of the river an ominous crimson, and casting a swaying red reflection on the dark river surface, creating a quiet, lonely yet suspenseful mysterious atmosphere.",
+ "seed": 6818,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_2/index_3210_seed_6818_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 2.796875,
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+ "video_score2_overall": 8.875,
+ "avg": 8.875,
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, taken from behind and slightly to the right of the subject, slowly pans forward, simulating the focus of the subject's gaze. In the frame, a slender figure with shoulder-length jet-black hair stands quietly at the end of an ancient bluestone arch bridge. Steadily holding a pale yellow oil-paper umbrella in her right hand, its delicate bamboo frame looming in the night. Fine raindrops, outlined by the faint light of distant light, form countless descending silver threads in the night sky. They pound densely against the umbrella, creating tiny splashes of water, while the bridge, washed glossy by the rain, reflects the dim light around it. Beneath the bridge flows a winding black river, and on both sides are the black-tiled, white-walled buildings of Wuyin Town. Most of them have fallen silent, with only a few windows emitting warm lights. As the camera slowly passes over the character's shoulder and follows his/her line of sight to the end of the river, an abandoned old Chinese-style house with a sinister outline and flying eaves is looming in the mist. A hazy and strange red light is emitting from the interior of the house. This red light spreads in the moist air, dyeing the sky at the end of the river an ominous crimson, and casting a swaying red reflection on the dark river surface, creating a quiet, lonely yet suspenseful mysterious 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 scene with a slender figure with shoulder-length jet-black hair standing at the end of an ancient bluestone arch bridge, holding a pale yellow oil-paper umbrella with a delicate bamboo frame, looking out over a misty, rain-soaked landscape. The description includes fine rain, a winding river beneath the bridge, and warm lights in nearby buildings, with a slow pan to reveal more of the scene.\n\nVisual Quality Analysis:\nThe video adopts an anime/animated style rather than photorealism. Visuals are coherent within that aesthetic, with decent clarity and consistent lighting. The character design remains stable across frames, and the background architecture is readable. Rain effects are present but stylized, and some atmospheric details (e.g., the exact color and texture of the umbrella or the precise bridge material) are simplified. Overall, the quality is adequate for the chosen style, but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. Core elements such as the slender figure, shoulder-length hair, and the umbrella are visible, and the general mood is conveyed. However, several specifics diverge: the bridge appears more stone-like than bluestone arch, the river’s color reads as blue rather than black, and the warm interior glow is not clearly depicted. The camera motion is present but does not fully realize the described slow pan over the shoulder. Overall, the alignment sits in the middle range.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and lighting within the anime aesthetic. Rain behavior and reflections are believable enough to support the atmosphere, though some interactions (e.g., precise reflections on wet surfaces) are simplified. The overall physical coherence is acceptable but not highly detailed.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 2.796875,
+ "MQ": 3.046875,
+ "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 scene with a slender figure with shoulder-length jet-black hair standing at the end of an ancient bluestone arch bridge, holding a pale yellow oil-paper umbrella with a delicate bamboo frame, looking out over a misty, rain-soaked landscape. The description includes fine rain, a winding river beneath the bridge, and warm lights in nearby buildings, with a slow pan to reveal more of the scene.\n\nVisual Quality Analysis:\nThe video adopts an anime/animated style rather than photorealism. Visuals are coherent within that aesthetic, with decent clarity and consistent lighting. The character design remains stable across frames, and the background architecture is readable. Rain effects are present but stylized, and some atmospheric details (e.g., the exact color and texture of the umbrella or the precise bridge material) are simplified. Overall, the quality is adequate for the chosen style, but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate. Core elements such as the slender figure, shoulder-length hair, and the umbrella are visible, and the general mood is conveyed. However, several specifics diverge: the bridge appears more stone-like than bluestone arch, the river’s color reads as blue rather than black, and the warm interior glow is not clearly depicted. The camera motion is present but does not fully realize the described slow pan over the shoulder. Overall, the alignment sits in the middle range.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and lighting within the anime aesthetic. Rain behavior and reflections are believable enough to support the atmosphere, though some interactions (e.g., precise reflections on wet surfaces) are simplified. The overall physical coherence is acceptable but not highly detailed.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, taken from behind and slightly to the right of the subject, slowly pans forward, simulating the focus of the subject's gaze. In the frame, a slender figure with shoulder-length jet-black hair stands quietly at the end of an ancient bluestone arch bridge. Steadily holding a pale yellow oil-paper umbrella in her right hand, its delicate bamboo frame looming in the night. Fine raindrops, outlined by the faint light of distant light, form countless descending silver threads in the night sky. They pound densely against the umbrella, creating tiny splashes of water, while the bridge, washed glossy by the rain, reflects the dim light around it. Beneath the bridge flows a winding black river, and on both sides are the black-tiled, white-walled buildings of Wuyin Town. Most of them have fallen silent, with only a few windows emitting warm lights. As the camera slowly passes over the character's shoulder and follows his/her line of sight to the end of the river, an abandoned old Chinese-style house with a sinister outline and flying eaves is looming in the mist. A hazy and strange red light is emitting from the interior of the house. This red light spreads in the moist air, dyeing the sky at the end of the river an ominous crimson, and casting a swaying red reflection on the dark river surface, creating a quiet, lonely yet suspenseful mysterious atmosphere.",
+ "seed": 6819,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_2/index_3210_seed_6819_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.921875,
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+ "video_score2_overall": 8.375,
+ "avg": 8.421875,
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+ "question": "medium shot, taken from behind and slightly to the right of the subject, slowly pans forward, simulating the focus of the subject's gaze. In the frame, a slender figure with shoulder-length jet-black hair stands quietly at the end of an ancient bluestone arch bridge. Steadily holding a pale yellow oil-paper umbrella in her right hand, its delicate bamboo frame looming in the night. Fine raindrops, outlined by the faint light of distant light, form countless descending silver threads in the night sky. They pound densely against the umbrella, creating tiny splashes of water, while the bridge, washed glossy by the rain, reflects the dim light around it. Beneath the bridge flows a winding black river, and on both sides are the black-tiled, white-walled buildings of Wuyin Town. Most of them have fallen silent, with only a few windows emitting warm lights. As the camera slowly passes over the character's shoulder and follows his/her line of sight to the end of the river, an abandoned old Chinese-style house with a sinister outline and flying eaves is looming in the mist. A hazy and strange red light is emitting from the interior of the house. This red light spreads in the moist air, dyeing the sky at the end of the river an ominous crimson, and casting a swaying red reflection on the dark river surface, creating a quiet, lonely yet suspenseful mysterious atmosphere.",
+ "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 scene with a slender figure with shoulder-length jet-black hair standing at the end of an ancient bluestone arch bridge, holding a pale yellow oil-paper umbrella in her right hand, looking out over a misty, rain-soaked landscape with traditional Chinese architecture. The video captures several elements of this description, including the umbrella, the general setting, and the moody atmosphere. However, there are notable deviations: the figure appears to be viewed from behind rather than from the side, and the river’s color reads as blue rather than black. The warm interior lights and the dramatic red illumination are present but not always integrated with the described sequence. Overall, the alignment with the prompt is moderate, with several key details matching while others diverge.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The resolution is adequate and the imagery remains coherent across frames, with consistent lighting and atmospheric effects. There are no obvious distortions or artifacts, and the scene maintains a steady composition. Nevertheless, the overall polish is mid-range rather than high-end, reflecting a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements of the prompt (umbrella, bridge, misty ambiance, and traditional architecture). However, several critical aspects diverge: the perspective is predominantly from behind rather than from the side; the river appears blue instead of black; some architectural details and the precise spatial relationships do not align perfectly with the description. These discrepancies yield a moderate alignment score overall.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: rain interacts with surfaces, reflections appear where expected, and the umbrella and bridge behave consistently with gravity. There are minor inconsistencies in scale and perspective that prevent a higher rating, but nothing egregious. Overall, physical/common-sense consistency is moderate.\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": 2.921875,
+ "TA": 2.46875,
+ "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 scene with a slender figure with shoulder-length jet-black hair standing at the end of an ancient bluestone arch bridge, holding a pale yellow oil-paper umbrella in her right hand, looking out over a misty, rain-soaked landscape with traditional Chinese architecture. The video captures several elements of this description, including the umbrella, the general setting, and the moody atmosphere. However, there are notable deviations: the figure appears to be viewed from behind rather than from the side, and the river’s color reads as blue rather than black. The warm interior lights and the dramatic red illumination are present but not always integrated with the described sequence. Overall, the alignment with the prompt is moderate, with several key details matching while others diverge.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The resolution is adequate and the imagery remains coherent across frames, with consistent lighting and atmospheric effects. There are no obvious distortions or artifacts, and the scene maintains a steady composition. Nevertheless, the overall polish is mid-range rather than high-end, reflecting a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video includes many core elements of the prompt (umbrella, bridge, misty ambiance, and traditional architecture). However, several critical aspects diverge: the perspective is predominantly from behind rather than from the side; the river appears blue instead of black; some architectural details and the precise spatial relationships do not align perfectly with the description. These discrepancies yield a moderate alignment score overall.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: rain interacts with surfaces, reflections appear where expected, and the umbrella and bridge behave consistently with gravity. There are minor inconsistencies in scale and perspective that prevent a higher rating, but nothing egregious. Overall, physical/common-sense consistency is moderate.\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": 6820,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_2/index_3210_seed_6820_dp_5_rank_10_sample_3_slot_1.mp4",
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+ "question": "medium shot, taken from behind and slightly to the right of the subject, slowly pans forward, simulating the focus of the subject's gaze. In the frame, a slender figure with shoulder-length jet-black hair stands quietly at the end of an ancient bluestone arch bridge. Steadily holding a pale yellow oil-paper umbrella in her right hand, its delicate bamboo frame looming in the night. Fine raindrops, outlined by the faint light of distant light, form countless descending silver threads in the night sky. They pound densely against the umbrella, creating tiny splashes of water, while the bridge, washed glossy by the rain, reflects the dim light around it. Beneath the bridge flows a winding black river, and on both sides are the black-tiled, white-walled buildings of Wuyin Town. Most of them have fallen silent, with only a few windows emitting warm lights. As the camera slowly passes over the character's shoulder and follows his/her line of sight to the end of the river, an abandoned old Chinese-style house with a sinister outline and flying eaves is looming in the mist. A hazy and strange red light is emitting from the interior of the house. This red light spreads in the moist air, dyeing the sky at the end of the river an ominous crimson, and casting a swaying red reflection on the dark river surface, creating a quiet, lonely yet suspenseful mysterious 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 scene with a slender figure with shoulder-length jet-black hair standing at the end of an ancient bluestone arch bridge, holding a pale yellow oil-paper umbrella with a delicate bamboo frame, looking out over a misty, rain-soaked landscape with traditional Chinese architecture. The video, however, does not realize these elements as described. The central subject (the slender figure) is absent, and the scene centers on an umbrella on a bridge-like structure without the character. The background architecture and color palette diverge from the prompt, and the overall composition fails to capture the intended focal point and mood.\n\nVisual Quality Analysis:\nThe visuals show moderate clarity with some softness and occasional artifacts. The umbrella remains reasonably well-defined, but background details are blurred and lack sharpness. There are intermittent inconsistencies in lighting and color grading across frames, and some rendering artifacts reduce overall polish. Overall, the visual quality is average rather than high-end, with noticeable gaps in detail and consistency.\n\nText-to-Video Alignment Analysis:\nThere is a severe misalignment between the prompt and the video content. The core element—the slender figure with the umbrella—is missing, and the scene instead centers on an umbrella without the character. The architectural style and color scheme differ from the described setting, and the atmospheric cues (mist, warm window lights, red interior glow) are not realized in the footage. The result is a substantial deviation from the requested narrative and visual cues, indicating very low alignment.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical plausibility: the umbrella appears structurally coherent, rain effects are present, and the bridge/scene geometry remains consistent. However, the absence of the primary subject and the mismatch with the described environment introduce mild common-sense inconsistencies when comparing the video to the prompt. Overall, physical consistency is acceptable but not strongly convincing given the narrative mismatch.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 1,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0,
+ "TA": 1.9375,
+ "MQ": 2.8125,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a slender figure with shoulder-length jet-black hair standing at the end of an ancient bluestone arch bridge, holding a pale yellow oil-paper umbrella with a delicate bamboo frame, looking out over a misty, rain-soaked landscape with traditional Chinese architecture. The video, however, does not realize these elements as described. The central subject (the slender figure) is absent, and the scene centers on an umbrella on a bridge-like structure without the character. The background architecture and color palette diverge from the prompt, and the overall composition fails to capture the intended focal point and mood.\n\nVisual Quality Analysis:\nThe visuals show moderate clarity with some softness and occasional artifacts. The umbrella remains reasonably well-defined, but background details are blurred and lack sharpness. There are intermittent inconsistencies in lighting and color grading across frames, and some rendering artifacts reduce overall polish. Overall, the visual quality is average rather than high-end, with noticeable gaps in detail and consistency.\n\nText-to-Video Alignment Analysis:\nThere is a severe misalignment between the prompt and the video content. The core element—the slender figure with the umbrella—is missing, and the scene instead centers on an umbrella without the character. The architectural style and color scheme differ from the described setting, and the atmospheric cues (mist, warm window lights, red interior glow) are not realized in the footage. The result is a substantial deviation from the requested narrative and visual cues, indicating very low alignment.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical plausibility: the umbrella appears structurally coherent, rain effects are present, and the bridge/scene geometry remains consistent. However, the absence of the primary subject and the mismatch with the described environment introduce mild common-sense inconsistencies when comparing the video to the prompt. Overall, physical consistency is acceptable but not strongly convincing given the narrative mismatch.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_5/index_tensor([2477, 2477])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_5/index_tensor([2477, 2477])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d23dd5474c97bae559f9255ddda64e16911390c8
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_5/index_tensor([2477, 2477])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, horizontal medium shot captures a scene on a street corner in an old city district, captured with a cool, objective, documentary style. Beneath the diffuse light of a gloomy, overcast sky, a weathered concrete utility pole stands tall, its rough surface riddled with microscopic cracks and water stains. Countless black wires and telecommunication cables of varying thicknesses tangle and dangle from the metal crossarm atop it like uncontrolled vines, some hanging loose from age. A strong gust of wind whips through, sending the slack wires swaying violently, arcing chaotically in the air and colliding with each other. This kinetic energy is clearly transmitted to the pole, causing the entire solid structure to begin a visible, slight but constant tremor. The camera remains absolutely steady, calmly capturing this dynamic process, wrought purely by natural forces. The cold gray tones of the image, combined with the faded brick walls in the background, create an atmosphere of silence and inherent tension within a neglected urban landscape.",
+ "seed": 22215,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_5/index_2477_seed_22215_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": 2.765625,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 9.25,
+ "avg": 9.21875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, horizontal medium shot captures a scene on a street corner in an old city district, captured with a cool, objective, documentary style. Beneath the diffuse light of a gloomy, overcast sky, a weathered concrete utility pole stands tall, its rough surface riddled with microscopic cracks and water stains. Countless black wires and telecommunication cables of varying thicknesses tangle and dangle from the metal crossarm atop it like uncontrolled vines, some hanging loose from age. A strong gust of wind whips through, sending the slack wires swaying violently, arcing chaotically in the air and colliding with each other. This kinetic energy is clearly transmitted to the pole, causing the entire solid structure to begin a visible, slight but constant tremor. The camera remains absolutely steady, calmly capturing this dynamic process, wrought purely by natural forces. The cold gray tones of the image, combined with the faded brick walls in the background, create an atmosphere of silence and inherent tension within a neglected urban landscape.",
+ "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 static, horizontal medium shot capturing a street corner in an old city district with a cool, objective, documentary style. It envisions diffuse light under an overcast sky, a weathered concrete utility pole with a rough surface and visible cracks, numerous black wires and cables of varying thicknesses tangled from the crossarm, a strong gust of wind causing the wires to sway and collide, and a visible slight tremor of the pole while the camera remains steady. The intended mood is a cold gray palette and a sense of inherent tension in a neglected urban landscape.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally coherent and legible. The resolution is adequate, and the color grading yields a cool, muted palette consistent with the prompt. There are no major distortions or artifacts, and lighting remains stable across shots. However, there are occasional minor softness and slight noise in some frames, which prevents a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video aligns well with several prompt elements: the static, horizontal framing; the street corner/old-city setting; the weathered pole with visible texture; the multiple black wires; and the overall cool, documentary vibe. The main dynamic aspects described in the prompt—wind-induced wire movement, a visible tremor of the pole, and active wire interactions—are not demonstrated in the footage. This results in a strong but not perfect alignment, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible urban infrastructure: a weathered pole, multiple wires, and a documentary aesthetic that fits an aged urban environment. The absence of the expected dynamic behavior (wind effects, tremor, and active wire interaction) reduces the perceived realism of the described scenario, yielding a moderate level of physical/common-sense consistency (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": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.765625,
+ "MQ": 3.3125,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, horizontal medium shot capturing a street corner in an old city district with a cool, objective, documentary style. It envisions diffuse light under an overcast sky, a weathered concrete utility pole with a rough surface and visible cracks, numerous black wires and cables of varying thicknesses tangled from the crossarm, a strong gust of wind causing the wires to sway and collide, and a visible slight tremor of the pole while the camera remains steady. The intended mood is a cold gray palette and a sense of inherent tension in a neglected urban landscape.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally coherent and legible. The resolution is adequate, and the color grading yields a cool, muted palette consistent with the prompt. There are no major distortions or artifacts, and lighting remains stable across shots. However, there are occasional minor softness and slight noise in some frames, which prevents a high-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video aligns well with several prompt elements: the static, horizontal framing; the street corner/old-city setting; the weathered pole with visible texture; the multiple black wires; and the overall cool, documentary vibe. The main dynamic aspects described in the prompt—wind-induced wire movement, a visible tremor of the pole, and active wire interactions—are not demonstrated in the footage. This results in a strong but not perfect alignment, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible urban infrastructure: a weathered pole, multiple wires, and a documentary aesthetic that fits an aged urban environment. The absence of the expected dynamic behavior (wind effects, tremor, and active wire interaction) reduces the perceived realism of the described scenario, yielding a moderate level of physical/common-sense consistency (score 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": 22216,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_5/index_2477_seed_22216_dp_10_rank_20_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.40625,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.875,
+ "avg": 8.828125,
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+ "question": "static, horizontal medium shot captures a scene on a street corner in an old city district, captured with a cool, objective, documentary style. Beneath the diffuse light of a gloomy, overcast sky, a weathered concrete utility pole stands tall, its rough surface riddled with microscopic cracks and water stains. Countless black wires and telecommunication cables of varying thicknesses tangle and dangle from the metal crossarm atop it like uncontrolled vines, some hanging loose from age. A strong gust of wind whips through, sending the slack wires swaying violently, arcing chaotically in the air and colliding with each other. This kinetic energy is clearly transmitted to the pole, causing the entire solid structure to begin a visible, slight but constant tremor. The camera remains absolutely steady, calmly capturing this dynamic process, wrought purely by natural forces. The cold gray tones of the image, combined with the faded brick walls in the background, create an atmosphere of silence and inherent tension within a neglected urban landscape.",
+ "token_credit_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 static, horizontal medium shot capturing a scene on a street corner in an old city district, with a cool, objective, documentary style. It envisions diffuse light under a gloomy sky, a weathered concrete utility pole with rough, crackled surface, numerous black wires and telecommunication cables of varying thicknesses, some hanging loosely from age, a strong gust of wind causing the wires to sway and arc chaotically, a visible, slight but constant tremor in the pole, a camera that remains steady while capturing this dynamic process, and a cold gray palette with muted brick tones to convey a sense of urban neglect.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clean with decent resolution and stable framing. The color grading yields a cool, muted palette consistent with the prompt, and lighting appears diffuse and overcast as described. There are no obvious distortions or artifacts, and the overall look feels professional and documentary in tone. However, the sequence reads as relatively static, with limited motion between frames, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video aligns well with several prompt elements: the static, horizontal medium-shot composition; the street corner setting with an old-city vibe; the presence of a weathered concrete pole and multiple wires; the cool, documentary aesthetic; and the diffuse, overcast lighting. The mood and setting match the intended atmosphere. However, key dynamic aspects called for by the prompt—specifically the wind-driven wire movement, the pole’s visible tremor, and the chaotic arcing of wires—are not realized in the footage. As a result, the overall alignment is moderate (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among the pole, wires, and environment, with no obvious violations of basic physics. The static presentation does not introduce any inconsistencies, though it does limit the depiction of the expected dynamic behavior. Overall, Physical/Common-sense Consistency is moderate (3/5).\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": 3.328125,
+ "TA": 2.40625,
+ "MQ": 3.09375,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, horizontal medium shot capturing a scene on a street corner in an old city district, with a cool, objective, documentary style. It envisions diffuse light under a gloomy sky, a weathered concrete utility pole with rough, crackled surface, numerous black wires and telecommunication cables of varying thicknesses, some hanging loosely from age, a strong gust of wind causing the wires to sway and arc chaotically, a visible, slight but constant tremor in the pole, a camera that remains steady while capturing this dynamic process, and a cold gray palette with muted brick tones to convey a sense of urban neglect.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clean with decent resolution and stable framing. The color grading yields a cool, muted palette consistent with the prompt, and lighting appears diffuse and overcast as described. There are no obvious distortions or artifacts, and the overall look feels professional and documentary in tone. However, the sequence reads as relatively static, with limited motion between frames, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video aligns well with several prompt elements: the static, horizontal medium-shot composition; the street corner setting with an old-city vibe; the presence of a weathered concrete pole and multiple wires; the cool, documentary aesthetic; and the diffuse, overcast lighting. The mood and setting match the intended atmosphere. However, key dynamic aspects called for by the prompt—specifically the wind-driven wire movement, the pole’s visible tremor, and the chaotic arcing of wires—are not realized in the footage. As a result, the overall alignment is moderate (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among the pole, wires, and environment, with no obvious violations of basic physics. The static presentation does not introduce any inconsistencies, though it does limit the depiction of the expected dynamic behavior. Overall, Physical/Common-sense Consistency is moderate (3/5).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, horizontal medium shot captures a scene on a street corner in an old city district, captured with a cool, objective, documentary style. Beneath the diffuse light of a gloomy, overcast sky, a weathered concrete utility pole stands tall, its rough surface riddled with microscopic cracks and water stains. Countless black wires and telecommunication cables of varying thicknesses tangle and dangle from the metal crossarm atop it like uncontrolled vines, some hanging loose from age. A strong gust of wind whips through, sending the slack wires swaying violently, arcing chaotically in the air and colliding with each other. This kinetic energy is clearly transmitted to the pole, causing the entire solid structure to begin a visible, slight but constant tremor. The camera remains absolutely steady, calmly capturing this dynamic process, wrought purely by natural forces. The cold gray tones of the image, combined with the faded brick walls in the background, create an atmosphere of silence and inherent tension within a neglected urban landscape.",
+ "seed": 22217,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_5/index_2477_seed_22217_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": 3.625,
+ "video_score2_ta": 2.40625,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.125,
+ "avg": 9.140625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, horizontal medium shot captures a scene on a street corner in an old city district, captured with a cool, objective, documentary style. Beneath the diffuse light of a gloomy, overcast sky, a weathered concrete utility pole stands tall, its rough surface riddled with microscopic cracks and water stains. Countless black wires and telecommunication cables of varying thicknesses tangle and dangle from the metal crossarm atop it like uncontrolled vines, some hanging loose from age. A strong gust of wind whips through, sending the slack wires swaying violently, arcing chaotically in the air and colliding with each other. This kinetic energy is clearly transmitted to the pole, causing the entire solid structure to begin a visible, slight but constant tremor. The camera remains absolutely steady, calmly capturing this dynamic process, wrought purely by natural forces. The cold gray tones of the image, combined with the faded brick walls in the background, create an atmosphere of silence and inherent tension within a neglected urban landscape.",
+ "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 static, horizontal medium shot capturing a street corner in an old city district with a cool, objective, documentary style. It envisions diffuse light under an overcast sky, a weathered concrete utility pole with rough, crackled surface, numerous black wires and cables of varying thicknesses tangled from the metal crossarm, a strong gust of wind causing the wires to sway and collide, and a visible, slight tremor of the pole while the camera remains steady. In the actual video, several elements align (the setting, the pole, the cables, the overcast mood, and the steady framing), but the dramatic wind-driven dynamics are not realized; the scene remains largely static with only subtle movement if any.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clarity, with the pole, cables, and surrounding structures identifiable. The color palette is muted and consistent with the overcast setting, and lighting appears stable across frames. However, the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures many prompt elements such as the street corner, the old-city ambiance, the concrete pole, the tangled cables, and the overcast sky, and the camera remains steady. Yet the core dynamic aspects described in the prompt — a strong wind gust causing wires to sway and collide, and a visible tremor of the pole — are not demonstrated. As a result, alignment is moderate: several components match, but the central kinetic events are missing.\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible urban infrastructure: a weathered pole, multiple cables, and a realistic environment. The absence of expected wind-induced motion and structural response introduces a mild inconsistency with common-sense expectations, though nothing in the frame contradicts basic physics. Overall, physical/common-sense consistency is acceptable but not strongly convincing due to the lack of dynamic interaction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.625,
+ "TA": 2.40625,
+ "MQ": 3.109375,
+ "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, horizontal medium shot capturing a street corner in an old city district with a cool, objective, documentary style. It envisions diffuse light under an overcast sky, a weathered concrete utility pole with rough, crackled surface, numerous black wires and cables of varying thicknesses tangled from the metal crossarm, a strong gust of wind causing the wires to sway and collide, and a visible, slight tremor of the pole while the camera remains steady. In the actual video, several elements align (the setting, the pole, the cables, the overcast mood, and the steady framing), but the dramatic wind-driven dynamics are not realized; the scene remains largely static with only subtle movement if any.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clarity, with the pole, cables, and surrounding structures identifiable. The color palette is muted and consistent with the overcast setting, and lighting appears stable across frames. However, the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures many prompt elements such as the street corner, the old-city ambiance, the concrete pole, the tangled cables, and the overcast sky, and the camera remains steady. Yet the core dynamic aspects described in the prompt — a strong wind gust causing wires to sway and collide, and a visible tremor of the pole — are not demonstrated. As a result, alignment is moderate: several components match, but the central kinetic events are missing.\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible urban infrastructure: a weathered pole, multiple cables, and a realistic environment. The absence of expected wind-induced motion and structural response introduces a mild inconsistency with common-sense expectations, though nothing in the frame contradicts basic physics. Overall, physical/common-sense consistency is acceptable but not strongly convincing due to the lack of dynamic interaction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, horizontal medium shot captures a scene on a street corner in an old city district, captured with a cool, objective, documentary style. Beneath the diffuse light of a gloomy, overcast sky, a weathered concrete utility pole stands tall, its rough surface riddled with microscopic cracks and water stains. Countless black wires and telecommunication cables of varying thicknesses tangle and dangle from the metal crossarm atop it like uncontrolled vines, some hanging loose from age. A strong gust of wind whips through, sending the slack wires swaying violently, arcing chaotically in the air and colliding with each other. This kinetic energy is clearly transmitted to the pole, causing the entire solid structure to begin a visible, slight but constant tremor. The camera remains absolutely steady, calmly capturing this dynamic process, wrought purely by natural forces. The cold gray tones of the image, combined with the faded brick walls in the background, create an atmosphere of silence and inherent tension within a neglected urban landscape.",
+ "seed": 22218,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_5/index_2477_seed_22218_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.890625,
+ "video_score2_ta": 2.46875,
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+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, horizontal medium shot captures a scene on a street corner in an old city district, captured with a cool, objective, documentary style. Beneath the diffuse light of a gloomy, overcast sky, a weathered concrete utility pole stands tall, its rough surface riddled with microscopic cracks and water stains. Countless black wires and telecommunication cables of varying thicknesses tangle and dangle from the metal crossarm atop it like uncontrolled vines, some hanging loose from age. A strong gust of wind whips through, sending the slack wires swaying violently, arcing chaotically in the air and colliding with each other. This kinetic energy is clearly transmitted to the pole, causing the entire solid structure to begin a visible, slight but constant tremor. The camera remains absolutely steady, calmly capturing this dynamic process, wrought purely by natural forces. The cold gray tones of the image, combined with the faded brick walls in the background, create an atmosphere of silence and inherent tension within a neglected urban landscape.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, horizontal medium shot capturing a street corner in an old city district with a cool, objective, documentary style. It envisions diffuse light under an overcast sky, a weathered concrete utility pole with a rough surface and visible cracks, numerous black wires and cables of varying thicknesses tangled from a metal crossarm, a strong gust of wind causing the wires to sway and collide, and a visible, slight tremor of the pole while the camera remains steady. In the actual video, several elements align (the static framing, the street corner setting, the overcast mood, and the visible pole and wiring), but the more dynamic aspects—wind-induced motion, wire swaying, and a perceptible tremor—are not realized. Overall, the alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details on the pole, crossarm, and surrounding architecture. The color palette is muted and consistent with the overcast setting, and lighting appears stable across frames. There are no obvious distortions or artifacts, and the composition remains steady. However, the sequence reads as relatively static with limited motion cues, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate.\n\nText-to-Video Alignment Analysis:\nStatic elements such as the street corner, the old-city ambiance, the concrete pole, and the metal crossarm with multiple wires are present and coherent. Yet the prompt’s emphasis on wind-driven dynamics and a visible tremor is not demonstrated, resulting in only partial alignment between description and visuals. The overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible urban infrastructure and environmental conditions. The pole, crossarm, and wiring appear structurally reasonable, and the overcast lighting is consistent with the setting. The absence of expected dynamic behavior does not introduce obvious physical inconsistencies; it simply reflects a mismatch with the described kinetic scenario. Overall, Physical/Common-sense Consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.890625,
+ "TA": 2.46875,
+ "MQ": 3.140625,
+ "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 static, horizontal medium shot capturing a street corner in an old city district with a cool, objective, documentary style. It envisions diffuse light under an overcast sky, a weathered concrete utility pole with a rough surface and visible cracks, numerous black wires and cables of varying thicknesses tangled from a metal crossarm, a strong gust of wind causing the wires to sway and collide, and a visible, slight tremor of the pole while the camera remains steady. In the actual video, several elements align (the static framing, the street corner setting, the overcast mood, and the visible pole and wiring), but the more dynamic aspects—wind-induced motion, wire swaying, and a perceptible tremor—are not realized. Overall, the alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details on the pole, crossarm, and surrounding architecture. The color palette is muted and consistent with the overcast setting, and lighting appears stable across frames. There are no obvious distortions or artifacts, and the composition remains steady. However, the sequence reads as relatively static with limited motion cues, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate.\n\nText-to-Video Alignment Analysis:\nStatic elements such as the street corner, the old-city ambiance, the concrete pole, and the metal crossarm with multiple wires are present and coherent. Yet the prompt’s emphasis on wind-driven dynamics and a visible tremor is not demonstrated, resulting in only partial alignment between description and visuals. The overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible urban infrastructure and environmental conditions. The pole, crossarm, and wiring appear structurally reasonable, and the overcast lighting is consistent with the setting. The absence of expected dynamic behavior does not introduce obvious physical inconsistencies; it simply reflects a mismatch with the described kinetic scenario. Overall, Physical/Common-sense Consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_6/index_tensor([3669, 3669])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_6/index_tensor([3669, 3669])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..544c310a3cad963f9145b2e73caebe19e3888ca4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_6/index_tensor([3669, 3669])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "high-speed sports documentary-style close-up, filmed at an extremely high frame rate to capture every tiny detail of the action. The camera begins at a low angle, focusing on the chiseled jawline of an Asian male archer named Bai Luhao. Between intense bouts, he breathes slightly, his short black hair drenched in sweat plastered to his forehead. Bright afternoon sunlight streams in from the side, and a single drop of sweat slowly slides down his jawline. Captured by the high-speed camera, the drop stretches and deforms in mid-air, finally breaking free from his skin and plummeting downward in poetic slow motion. Meanwhile, dressed in a tight-fitting white professional tracksuit with red stripes along the shoulders and arms, he steadily and deliberately raises a translucent sports water bottle with his right hand. The water in the bottle sways slightly with his movement, reflecting dazzling light. The camera smoothly tilts upward as he raises the glass, tracing his pursed lips and the subtle flaring of his nose as he adjusts his breathing, before finally focusing firmly on his deep-set eyes. Against the backdrop of the blurred outdoor archery range, the fatigue and indomitable spirit in his eyes are intertwined, revealing his extreme desire for victory and absolute confidence in the next arrow. The whole picture is full of extreme concentration, tension and sportsmanship, with bright colors and high contrast.",
+ "seed": 19146,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_6/index_3669_seed_19146_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.09375,
+ "video_score2_ta": 2.140625,
+ "video_score2_mq": 2.546875,
+ "video_score2_overall": 6.8125,
+ "avg": 6.78125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-speed sports documentary-style close-up, filmed at an extremely high frame rate to capture every tiny detail of the action. The camera begins at a low angle, focusing on the chiseled jawline of an Asian male archer named Bai Luhao. Between intense bouts, he breathes slightly, his short black hair drenched in sweat plastered to his forehead. Bright afternoon sunlight streams in from the side, and a single drop of sweat slowly slides down his jawline. Captured by the high-speed camera, the drop stretches and deforms in mid-air, finally breaking free from his skin and plummeting downward in poetic slow motion. Meanwhile, dressed in a tight-fitting white professional tracksuit with red stripes along the shoulders and arms, he steadily and deliberately raises a translucent sports water bottle with his right hand. The water in the bottle sways slightly with his movement, reflecting dazzling light. The camera smoothly tilts upward as he raises the glass, tracing his pursed lips and the subtle flaring of his nose as he adjusts his breathing, before finally focusing firmly on his deep-set eyes. Against the backdrop of the blurred outdoor archery range, the fatigue and indomitable spirit in his eyes are intertwined, revealing his extreme desire for victory and absolute confidence in the next arrow. The whole picture is full of extreme concentration, tension and sportsmanship, with bright colors and high contrast.",
+ "token_credit_reward": 6.8125,
+ "selected_reward": 6.8125,
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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 high-speed sports documentary-style close-up featuring an Asian male archer named Bai Luhao. It outlines a sequence where the subject breathes, sweat glistens on his face, bright sunlight streams in, a single drop of sweat slides down the jawline, and the camera captures the moment with a high-speed camera. The scene should show him raising a translucent sports water bottle with his right hand, the water swaying with movement, and a tilt upward toward the eyes against a blurred outdoor archery range backdrop.\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. Some frames exhibit mild blur or softness, occasional compression artifacts, and slight color/contrast inconsistencies. The background blur is present but not perfectly uniform, and a few frames show minor distortions around edges. Lighting remains broadly consistent, yet the overall polish is not at the level of top-tier production.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While several elements appear superficially aligned, key aspects of the described sequence are not convincingly realized. The video does not clearly depict a single sweat drop sliding down the jawline, nor a deliberate, steady rise of a translucent bottle with the precise hand motion described. The camera tilt and the focus on the eyes are only partially evident, and the overall dynamic progression is not consistently captured. In short, the video only partially reflects the prompt, with important details missing or underdeveloped.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally maintains plausible human proportions and interactions, with lighting and shadows broadly coherent. However, there are minor inconsistencies in hand positioning and object interaction timing, and some micro-motions do not fully align with real-world physics. These small deviations keep the overall realism at a middle level rather than high fidelity.\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": 2.09375,
+ "TA": 2.140625,
+ "MQ": 2.546875,
+ "Overall": 6.8125
+ }
+ }
+ ],
+ "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 high-speed sports documentary-style close-up featuring an Asian male archer named Bai Luhao. It outlines a sequence where the subject breathes, sweat glistens on his face, bright sunlight streams in, a single drop of sweat slides down the jawline, and the camera captures the moment with a high-speed camera. The scene should show him raising a translucent sports water bottle with his right hand, the water swaying with movement, and a tilt upward toward the eyes against a blurred outdoor archery range backdrop.\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. Some frames exhibit mild blur or softness, occasional compression artifacts, and slight color/contrast inconsistencies. The background blur is present but not perfectly uniform, and a few frames show minor distortions around edges. Lighting remains broadly consistent, yet the overall polish is not at the level of top-tier production.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While several elements appear superficially aligned, key aspects of the described sequence are not convincingly realized. The video does not clearly depict a single sweat drop sliding down the jawline, nor a deliberate, steady rise of a translucent bottle with the precise hand motion described. The camera tilt and the focus on the eyes are only partially evident, and the overall dynamic progression is not consistently captured. In short, the video only partially reflects the prompt, with important details missing or underdeveloped.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally maintains plausible human proportions and interactions, with lighting and shadows broadly coherent. However, there are minor inconsistencies in hand positioning and object interaction timing, and some micro-motions do not fully align with real-world physics. These small deviations keep the overall realism at a middle level rather than high fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-speed sports documentary-style close-up, filmed at an extremely high frame rate to capture every tiny detail of the action. The camera begins at a low angle, focusing on the chiseled jawline of an Asian male archer named Bai Luhao. Between intense bouts, he breathes slightly, his short black hair drenched in sweat plastered to his forehead. Bright afternoon sunlight streams in from the side, and a single drop of sweat slowly slides down his jawline. Captured by the high-speed camera, the drop stretches and deforms in mid-air, finally breaking free from his skin and plummeting downward in poetic slow motion. Meanwhile, dressed in a tight-fitting white professional tracksuit with red stripes along the shoulders and arms, he steadily and deliberately raises a translucent sports water bottle with his right hand. The water in the bottle sways slightly with his movement, reflecting dazzling light. The camera smoothly tilts upward as he raises the glass, tracing his pursed lips and the subtle flaring of his nose as he adjusts his breathing, before finally focusing firmly on his deep-set eyes. Against the backdrop of the blurred outdoor archery range, the fatigue and indomitable spirit in his eyes are intertwined, revealing his extreme desire for victory and absolute confidence in the next arrow. The whole picture is full of extreme concentration, tension and sportsmanship, with bright colors and high contrast.",
+ "seed": 19147,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_6/index_3669_seed_19147_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": 2.171875,
+ "video_score2_ta": 1.7890625,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 7.25,
+ "avg": 7.2265625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "high-speed sports documentary-style close-up, filmed at an extremely high frame rate to capture every tiny detail of the action. The camera begins at a low angle, focusing on the chiseled jawline of an Asian male archer named Bai Luhao. Between intense bouts, he breathes slightly, his short black hair drenched in sweat plastered to his forehead. Bright afternoon sunlight streams in from the side, and a single drop of sweat slowly slides down his jawline. Captured by the high-speed camera, the drop stretches and deforms in mid-air, finally breaking free from his skin and plummeting downward in poetic slow motion. Meanwhile, dressed in a tight-fitting white professional tracksuit with red stripes along the shoulders and arms, he steadily and deliberately raises a translucent sports water bottle with his right hand. The water in the bottle sways slightly with his movement, reflecting dazzling light. The camera smoothly tilts upward as he raises the glass, tracing his pursed lips and the subtle flaring of his nose as he adjusts his breathing, before finally focusing firmly on his deep-set eyes. Against the backdrop of the blurred outdoor archery range, the fatigue and indomitable spirit in his eyes are intertwined, revealing his extreme desire for victory and absolute confidence in the next arrow. The whole picture is full of extreme concentration, tension and sportsmanship, with bright colors and high contrast.",
+ "token_credit_reward": 7.25,
+ "selected_reward": 7.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed sports documentary-style close-up featuring an Asian male archer named Bai Luhao. It outlines a sequence where the subject breathes, sweat glistens on his face, and he raises a translucent water bottle with deliberate, controlled movements. The scene is set against a blurred outdoor archery backdrop, emphasizing concentration, tension, and sportsmanship.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good focus and natural lighting. The subject remains well defined and the background blur is appropriate. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a perfect top-tier look. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is shown. The video does not depict the described high-speed, multi-step sequence; instead it centers on a close-up of someone drinking from a water bottle. Key elements such as the archer identity, the precise actions (breathing, raising the bottle), and the dramatic lighting/sweat dynamics are missing or misrepresented. The alignment is therefore poor (score 2).\n\nPhysical/Common-sense Consistency:\nThe depicted actions appear physically plausible: the bottle handling and drinking motion look natural, and lighting/shadows are coherent. There are no obvious physics violations. However, because the overall scenario diverges from the prompt, the coherence with the intended narrative is only moderate (score 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": {
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+ "TA": 1.7890625,
+ "MQ": 3.265625,
+ "Overall": 7.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed sports documentary-style close-up featuring an Asian male archer named Bai Luhao. It outlines a sequence where the subject breathes, sweat glistens on his face, and he raises a translucent water bottle with deliberate, controlled movements. The scene is set against a blurred outdoor archery backdrop, emphasizing concentration, tension, and sportsmanship.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good focus and natural lighting. The subject remains well defined and the background blur is appropriate. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a perfect top-tier look. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is shown. The video does not depict the described high-speed, multi-step sequence; instead it centers on a close-up of someone drinking from a water bottle. Key elements such as the archer identity, the precise actions (breathing, raising the bottle), and the dramatic lighting/sweat dynamics are missing or misrepresented. The alignment is therefore poor (score 2).\n\nPhysical/Common-sense Consistency:\nThe depicted actions appear physically plausible: the bottle handling and drinking motion look natural, and lighting/shadows are coherent. There are no obvious physics violations. However, because the overall scenario diverges from the prompt, the coherence with the intended narrative is only moderate (score 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"
+ ]
+ },
+ {
+ "prompt": "high-speed sports documentary-style close-up, filmed at an extremely high frame rate to capture every tiny detail of the action. The camera begins at a low angle, focusing on the chiseled jawline of an Asian male archer named Bai Luhao. Between intense bouts, he breathes slightly, his short black hair drenched in sweat plastered to his forehead. Bright afternoon sunlight streams in from the side, and a single drop of sweat slowly slides down his jawline. Captured by the high-speed camera, the drop stretches and deforms in mid-air, finally breaking free from his skin and plummeting downward in poetic slow motion. Meanwhile, dressed in a tight-fitting white professional tracksuit with red stripes along the shoulders and arms, he steadily and deliberately raises a translucent sports water bottle with his right hand. The water in the bottle sways slightly with his movement, reflecting dazzling light. The camera smoothly tilts upward as he raises the glass, tracing his pursed lips and the subtle flaring of his nose as he adjusts his breathing, before finally focusing firmly on his deep-set eyes. Against the backdrop of the blurred outdoor archery range, the fatigue and indomitable spirit in his eyes are intertwined, revealing his extreme desire for victory and absolute confidence in the next arrow. The whole picture is full of extreme concentration, tension and sportsmanship, with bright colors and high contrast.",
+ "seed": 19148,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_6/index_3669_seed_19148_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 1.625,
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+ "video_score2_overall": 7.90625,
+ "avg": 7.90625,
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+ "question": "high-speed sports documentary-style close-up, filmed at an extremely high frame rate to capture every tiny detail of the action. The camera begins at a low angle, focusing on the chiseled jawline of an Asian male archer named Bai Luhao. Between intense bouts, he breathes slightly, his short black hair drenched in sweat plastered to his forehead. Bright afternoon sunlight streams in from the side, and a single drop of sweat slowly slides down his jawline. Captured by the high-speed camera, the drop stretches and deforms in mid-air, finally breaking free from his skin and plummeting downward in poetic slow motion. Meanwhile, dressed in a tight-fitting white professional tracksuit with red stripes along the shoulders and arms, he steadily and deliberately raises a translucent sports water bottle with his right hand. The water in the bottle sways slightly with his movement, reflecting dazzling light. The camera smoothly tilts upward as he raises the glass, tracing his pursed lips and the subtle flaring of his nose as he adjusts his breathing, before finally focusing firmly on his deep-set eyes. Against the backdrop of the blurred outdoor archery range, the fatigue and indomitable spirit in his eyes are intertwined, revealing his extreme desire for victory and absolute confidence in the next arrow. The whole picture is full of extreme concentration, tension and sportsmanship, with bright colors and high contrast.",
+ "token_credit_reward": 7.90625,
+ "selected_reward": 7.90625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed sports documentary-style close-up featuring an Asian male archer named Bai Luhao. It outlines a sequence where the subject breathes, sweat glistens on his face, and he raises a translucent water bottle with deliberate, controlled movements. The scene is set against a blurred outdoor archery range, emphasizing concentration, tension, and sportsmanship.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with good lighting and sharp focus on the subject. The water bottle shows realistic transparency and reflections, and the depth-of-field effect is convincing. However, there are occasional minor artifacts and slight inconsistencies in color or edge definition that prevent a perfect top-tier score. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThere are notable mismatches between the prompt and what is shown. The video does not depict an archer or an archery range; instead it centers on a close-up of someone drinking from a water bottle. The described elements such as the tight-fitting white tracksuit with red stripes, the raised bottle, and the specific environmental context are not present. The core action and setting do not align with the prompt, resulting in a very low alignment score (score 1).\n\nPhysical/Common-sense Consistency Assessment:\nThe observed actions—drinking from a bottle, natural facial expressions, and plausible bottle dynamics—are physically coherent and consistent with everyday behavior. There are no obvious violations of physics or common sense in these moments. Given the mismatch with the intended scenario, the overall physical realism remains acceptable but not exceptional (score 3).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 1\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 1,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 1.625,
+ "MQ": 3.3125,
+ "Overall": 7.90625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-speed sports documentary-style close-up featuring an Asian male archer named Bai Luhao. It outlines a sequence where the subject breathes, sweat glistens on his face, and he raises a translucent water bottle with deliberate, controlled movements. The scene is set against a blurred outdoor archery range, emphasizing concentration, tension, and sportsmanship.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with good lighting and sharp focus on the subject. The water bottle shows realistic transparency and reflections, and the depth-of-field effect is convincing. However, there are occasional minor artifacts and slight inconsistencies in color or edge definition that prevent a perfect top-tier score. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThere are notable mismatches between the prompt and what is shown. The video does not depict an archer or an archery range; instead it centers on a close-up of someone drinking from a water bottle. The described elements such as the tight-fitting white tracksuit with red stripes, the raised bottle, and the specific environmental context are not present. The core action and setting do not align with the prompt, resulting in a very low alignment score (score 1).\n\nPhysical/Common-sense Consistency Assessment:\nThe observed actions—drinking from a bottle, natural facial expressions, and plausible bottle dynamics—are physically coherent and consistent with everyday behavior. There are no obvious violations of physics or common sense in these moments. Given the mismatch with the intended scenario, the overall physical realism remains acceptable but not exceptional (score 3).\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 1\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-speed sports documentary-style close-up, filmed at an extremely high frame rate to capture every tiny detail of the action. The camera begins at a low angle, focusing on the chiseled jawline of an Asian male archer named Bai Luhao. Between intense bouts, he breathes slightly, his short black hair drenched in sweat plastered to his forehead. Bright afternoon sunlight streams in from the side, and a single drop of sweat slowly slides down his jawline. Captured by the high-speed camera, the drop stretches and deforms in mid-air, finally breaking free from his skin and plummeting downward in poetic slow motion. Meanwhile, dressed in a tight-fitting white professional tracksuit with red stripes along the shoulders and arms, he steadily and deliberately raises a translucent sports water bottle with his right hand. The water in the bottle sways slightly with his movement, reflecting dazzling light. The camera smoothly tilts upward as he raises the glass, tracing his pursed lips and the subtle flaring of his nose as he adjusts his breathing, before finally focusing firmly on his deep-set eyes. Against the backdrop of the blurred outdoor archery range, the fatigue and indomitable spirit in his eyes are intertwined, revealing his extreme desire for victory and absolute confidence in the next arrow. The whole picture is full of extreme concentration, tension and sportsmanship, with bright colors and high contrast.",
+ "seed": 19149,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_6/index_3669_seed_19149_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 1.828125,
+ "video_score2_mq": 3.625,
+ "video_score2_overall": 8.3125,
+ "avg": 8.3125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "high-speed sports documentary-style close-up, filmed at an extremely high frame rate to capture every tiny detail of the action. The camera begins at a low angle, focusing on the chiseled jawline of an Asian male archer named Bai Luhao. Between intense bouts, he breathes slightly, his short black hair drenched in sweat plastered to his forehead. Bright afternoon sunlight streams in from the side, and a single drop of sweat slowly slides down his jawline. Captured by the high-speed camera, the drop stretches and deforms in mid-air, finally breaking free from his skin and plummeting downward in poetic slow motion. Meanwhile, dressed in a tight-fitting white professional tracksuit with red stripes along the shoulders and arms, he steadily and deliberately raises a translucent sports water bottle with his right hand. The water in the bottle sways slightly with his movement, reflecting dazzling light. The camera smoothly tilts upward as he raises the glass, tracing his pursed lips and the subtle flaring of his nose as he adjusts his breathing, before finally focusing firmly on his deep-set eyes. Against the backdrop of the blurred outdoor archery range, the fatigue and indomitable spirit in his eyes are intertwined, revealing his extreme desire for victory and absolute confidence in the next arrow. The whole picture is full of extreme concentration, tension and sportsmanship, with bright colors and high contrast.",
+ "token_credit_reward": 8.3125,
+ "selected_reward": 8.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed sports documentary-style close-up featuring an Asian male archer named Bai Luhao. It outlines a sequence where he breathes, sweat glistens on his face, and he raises a translucent water bottle with controlled, deliberate motion. The scene should emphasize intense concentration, athletic performance, and a documentary-like aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good lighting and sharp focus on the subject. The water bottle and facial features are well defined, and color/contrast are solid. However, there are occasional minor artifacts and slight inconsistencies in rendering that prevent a perfect top-tier look. Overall, Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is shown. While some elements such as the close-up framing and the presence of a water bottle align, several key aspects are missing or underrepresented: there is no visible archery activity, no explicit depiction of sweat dynamics, and the described high-speed, cinematic progression is not realized. The result is a moderate misalignment rather than a faithful rendering of the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible human proportions, natural interaction with the bottle, and coherent lighting. There are no obvious anatomical or physical implausibilities. Some minor timing or motion nuances may feel slightly off, but overall the physical consistency remains acceptable (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 1.828125,
+ "MQ": 3.625,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed sports documentary-style close-up featuring an Asian male archer named Bai Luhao. It outlines a sequence where he breathes, sweat glistens on his face, and he raises a translucent water bottle with controlled, deliberate motion. The scene should emphasize intense concentration, athletic performance, and a documentary-like aesthetic.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good lighting and sharp focus on the subject. The water bottle and facial features are well defined, and color/contrast are solid. However, there are occasional minor artifacts and slight inconsistencies in rendering that prevent a perfect top-tier look. Overall, Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is shown. While some elements such as the close-up framing and the presence of a water bottle align, several key aspects are missing or underrepresented: there is no visible archery activity, no explicit depiction of sweat dynamics, and the described high-speed, cinematic progression is not realized. The result is a moderate misalignment rather than a faithful rendering of the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible human proportions, natural interaction with the bottle, and coherent lighting. There are no obvious anatomical or physical implausibilities. Some minor timing or motion nuances may feel slightly off, but overall the physical consistency remains acceptable (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_8/index_tensor([1811, 1811])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_8/index_tensor([1811, 1811])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a38806372812c899e6695ed70a3b75ea8089668f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_8/index_tensor([1811, 1811])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static macro lens focuses on the textured, matte black plastic casing of a car's side mirror, studded with a series of tiny, spherical dewdrops that shimmer like scattered jewels in the cool, soft dawn light. A larger, completely transparent droplet, freshly fused from its smaller neighbor, begins its journey. Under the relentless pull of gravity, it begins its deliberate downward slide along the casing's gentle curve. Its perfectly spherical form elongates slightly as it moves, its transparent body acting like a fisheye lens, capturing the distorted, inverted reflections of the early morning sky and the soft, out-of-focus green of the distant trees. The droplet leaves a faint, damp trail in its wake, its movement slow and steady until it reaches the bottom edge of the plastic frame, where it abruptly stops, creating an atmosphere of tranquility and concentration. It hangs there, trembling almost imperceptibly, like a heavy crystal pendant clinging to a cliff face, its surface tension holding it in a state of quiet, suspended animation.",
+ "seed": 14711,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_8/index_1811_seed_14711_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
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+ "video_score2_vq": 3.828125,
+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 9.875,
+ "avg": 9.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static macro lens focuses on the textured, matte black plastic casing of a car's side mirror, studded with a series of tiny, spherical dewdrops that shimmer like scattered jewels in the cool, soft dawn light. A larger, completely transparent droplet, freshly fused from its smaller neighbor, begins its journey. Under the relentless pull of gravity, it begins its deliberate downward slide along the casing's gentle curve. Its perfectly spherical form elongates slightly as it moves, its transparent body acting like a fisheye lens, capturing the distorted, inverted reflections of the early morning sky and the soft, out-of-focus green of the distant trees. The droplet leaves a faint, damp trail in its wake, its movement slow and steady until it reaches the bottom edge of the plastic frame, where it abruptly stops, creating an atmosphere of tranquility and concentration. It hangs there, trembling almost imperceptibly, like a heavy crystal pendant clinging to a cliff face, its surface tension holding it in a state of quiet, suspended animation.",
+ "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. 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 macro shot focusing on a textured, matte black plastic casing of a car's side mirror, with tiny spherical dewdrops that shimmer like scattered jewels in cool, soft dawn light. A larger, completely transparent droplet forms from smaller ones, slides down the curved surface under gravity, elongates slightly, captures distorted reflections of the sky and distant trees, leaves a damp trail, and then hangs suspended at the bottom edge before stopping abruptly.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain high fidelity: the macro focus is sharp, the lighting is consistent with a dawn mood, and the color palette remains cohesive (blues, pinks, greens). The droplets exhibit convincing transparency and reflective properties, and the background bokeh is well-rendered. There are no obvious artifacts or distortions, and transitions between frames are smooth. Overall, Visual Quality is strong and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—static macro focus, visible droplets, and a dawn-like ambiance. However, key narrative moments are not realized: there is no clear formation of a larger droplet from smaller ones, no evident downward slide along a curved surface, and no damp trail or abrupt stop at the bottom. The sequence remains largely static rather than depicting the dynamic progression outlined in the prompt. This results in a moderate misalignment, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: droplets rest on a surface with realistic reflections, and the overall lighting and material rendering are coherent. The absence of the described dynamic motion does not introduce obvious physical contradictions; it simply reflects a mismatch with the intended action. Overall, Physical/Common-sense Consistency is acceptable but not perfect, warranting a 3/5 rating.\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": 3.828125,
+ "TA": 2.171875,
+ "MQ": 3.890625,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static macro shot focusing on a textured, matte black plastic casing of a car's side mirror, with tiny spherical dewdrops that shimmer like scattered jewels in cool, soft dawn light. A larger, completely transparent droplet forms from smaller ones, slides down the curved surface under gravity, elongates slightly, captures distorted reflections of the sky and distant trees, leaves a damp trail, and then hangs suspended at the bottom edge before stopping abruptly.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain high fidelity: the macro focus is sharp, the lighting is consistent with a dawn mood, and the color palette remains cohesive (blues, pinks, greens). The droplets exhibit convincing transparency and reflective properties, and the background bokeh is well-rendered. There are no obvious artifacts or distortions, and transitions between frames are smooth. Overall, Visual Quality is strong and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—static macro focus, visible droplets, and a dawn-like ambiance. However, key narrative moments are not realized: there is no clear formation of a larger droplet from smaller ones, no evident downward slide along a curved surface, and no damp trail or abrupt stop at the bottom. The sequence remains largely static rather than depicting the dynamic progression outlined in the prompt. This results in a moderate misalignment, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: droplets rest on a surface with realistic reflections, and the overall lighting and material rendering are coherent. The absence of the described dynamic motion does not introduce obvious physical contradictions; it simply reflects a mismatch with the intended action. Overall, Physical/Common-sense Consistency is acceptable but not perfect, warranting a 3/5 rating.\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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+ "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 macro shot focusing on a textured, matte black plastic casing of a car's side mirror, with tiny spherical dewdrops that shimmer like scattered jewels in cool, soft dawn light. A larger, completely transparent droplet forms from smaller ones, slides down the curved surface under gravity, elongates slightly, captures distorted reflections of the sky and distant trees, leaves a damp trail, and then hangs at the bottom edge before stopping in a state of suspended animation.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The frames deliver high resolution and clear rendering of water droplets with convincing transparency and refraction. The lighting evokes a cool, dawn-like mood, and the background blur helps emphasize the subject. There are no obvious artifacts or distortions, and the sequence remains smooth across frames. However, there are minor inconsistencies in the droplet dynamics and surface interactions that prevent a perfect score; these small deviations keep the visual quality at a solid 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several key elements such as a macro focus, visible droplets, and a reflective surface with dawn-like lighting. Yet crucial aspects of the described process are not convincingly realized: the formation of a larger droplet from smaller ones, the deliberate downward slide along a curved surface, the damp trail, and the final hanging state are not clearly demonstrated. The result is a partial match with notable gaps, yielding a mid-range alignment score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits plausible physical behavior overall, with realistic droplet shapes and light interactions. Nonetheless, some micro-physics details (such as the exact merging dynamics and the precise trajectory) are not fully convincing, resulting in a moderate level of common-sense consistency. This aligns with a score of 3.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "Overall": 10.25
+ }
+ }
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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 macro shot focusing on a textured, matte black plastic casing of a car's side mirror, with tiny spherical dewdrops that shimmer like scattered jewels in cool, soft dawn light. A larger, completely transparent droplet forms from smaller ones, slides down the curved surface under gravity, elongates slightly, captures distorted reflections of the sky and distant trees, leaves a damp trail, and then hangs at the bottom edge before stopping in a state of suspended animation.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The frames deliver high resolution and clear rendering of water droplets with convincing transparency and refraction. The lighting evokes a cool, dawn-like mood, and the background blur helps emphasize the subject. There are no obvious artifacts or distortions, and the sequence remains smooth across frames. However, there are minor inconsistencies in the droplet dynamics and surface interactions that prevent a perfect score; these small deviations keep the visual quality at a solid 4 rather than 5.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several key elements such as a macro focus, visible droplets, and a reflective surface with dawn-like lighting. Yet crucial aspects of the described process are not convincingly realized: the formation of a larger droplet from smaller ones, the deliberate downward slide along a curved surface, the damp trail, and the final hanging state are not clearly demonstrated. The result is a partial match with notable gaps, yielding a mid-range alignment score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits plausible physical behavior overall, with realistic droplet shapes and light interactions. Nonetheless, some micro-physics details (such as the exact merging dynamics and the precise trajectory) are not fully convincing, resulting in a moderate level of common-sense consistency. This aligns with a score of 3.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static macro lens focuses on the textured, matte black plastic casing of a car's side mirror, studded with a series of tiny, spherical dewdrops that shimmer like scattered jewels in the cool, soft dawn light. A larger, completely transparent droplet, freshly fused from its smaller neighbor, begins its journey. Under the relentless pull of gravity, it begins its deliberate downward slide along the casing's gentle curve. Its perfectly spherical form elongates slightly as it moves, its transparent body acting like a fisheye lens, capturing the distorted, inverted reflections of the early morning sky and the soft, out-of-focus green of the distant trees. The droplet leaves a faint, damp trail in its wake, its movement slow and steady until it reaches the bottom edge of the plastic frame, where it abruptly stops, creating an atmosphere of tranquility and concentration. It hangs there, trembling almost imperceptibly, like a heavy crystal pendant clinging to a cliff face, its surface tension holding it in a state of quiet, suspended animation.",
+ "seed": 14713,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_8/index_1811_seed_14713_dp_17_rank_34_sample_2_slot_0.mp4",
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+ "question": "static macro lens focuses on the textured, matte black plastic casing of a car's side mirror, studded with a series of tiny, spherical dewdrops that shimmer like scattered jewels in the cool, soft dawn light. A larger, completely transparent droplet, freshly fused from its smaller neighbor, begins its journey. Under the relentless pull of gravity, it begins its deliberate downward slide along the casing's gentle curve. Its perfectly spherical form elongates slightly as it moves, its transparent body acting like a fisheye lens, capturing the distorted, inverted reflections of the early morning sky and the soft, out-of-focus green of the distant trees. The droplet leaves a faint, damp trail in its wake, its movement slow and steady until it reaches the bottom edge of the plastic frame, where it abruptly stops, creating an atmosphere of tranquility and concentration. It hangs there, trembling almost imperceptibly, like a heavy crystal pendant clinging to a cliff face, its surface tension holding it in a state of quiet, suspended animation.",
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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 macro shot focusing on a textured, matte black plastic casing (likely a car's side mirror), with tiny spherical dewdrops that shimmer like scattered jewels in cool, soft dawn light. A larger, completely transparent droplet forms and begins to slide under gravity, elongating as it moves and capturing reflections of the early morning sky and distant trees. The droplet leaves a damp trail, moves slowly and steadily, reaches the bottom edge, and then hangs suspended by surface tension.\n\nVisual Quality Assessment:\nThe frames show strong macro photography with clear rendering of the droplets and the textured surface. The resolution is high, lighting is consistent, and color grading yields a pleasant contrast between the dark surface and the bright droplets. The background bokeh is convincing, and the overall image quality is solid. However, the sequence appears largely static across frames, with limited motion progression, which reduces the sense of dynamic evolution described in the prompt. Overall, visual quality is good but not perfect due to the lack of motion continuity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several key elements—static macro focus, visible droplets, and a reflective surface with dawn-like lighting. Yet crucial aspects of the narrative are missing or underdeveloped: there is no evident formation of a larger droplet from smaller ones, no visible gravity-driven descent, and no damp trail or abrupt stop at the bottom. The result reflects partial fidelity to the prompt rather than full alignment.\n\nPhysical/Common-sense Consistency:\nSurface interactions and lighting appear physically plausible, with realistic reflections and droplet behavior. The scene remains internally coherent, though it does not fully realize the described dynamic process. The absence of the expected motion and interaction dynamics means the depiction is only moderately consistent with common-sense expectations for the described scenario.\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": 4.28125,
+ "TA": 2.203125,
+ "MQ": 3.96875,
+ "Overall": 10.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static macro shot focusing on a textured, matte black plastic casing (likely a car's side mirror), with tiny spherical dewdrops that shimmer like scattered jewels in cool, soft dawn light. A larger, completely transparent droplet forms and begins to slide under gravity, elongating as it moves and capturing reflections of the early morning sky and distant trees. The droplet leaves a damp trail, moves slowly and steadily, reaches the bottom edge, and then hangs suspended by surface tension.\n\nVisual Quality Assessment:\nThe frames show strong macro photography with clear rendering of the droplets and the textured surface. The resolution is high, lighting is consistent, and color grading yields a pleasant contrast between the dark surface and the bright droplets. The background bokeh is convincing, and the overall image quality is solid. However, the sequence appears largely static across frames, with limited motion progression, which reduces the sense of dynamic evolution described in the prompt. Overall, visual quality is good but not perfect due to the lack of motion continuity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several key elements—static macro focus, visible droplets, and a reflective surface with dawn-like lighting. Yet crucial aspects of the narrative are missing or underdeveloped: there is no evident formation of a larger droplet from smaller ones, no visible gravity-driven descent, and no damp trail or abrupt stop at the bottom. The result reflects partial fidelity to the prompt rather than full alignment.\n\nPhysical/Common-sense Consistency:\nSurface interactions and lighting appear physically plausible, with realistic reflections and droplet behavior. The scene remains internally coherent, though it does not fully realize the described dynamic process. The absence of the expected motion and interaction dynamics means the depiction is only moderately consistent with common-sense expectations for the described scenario.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static macro lens focuses on the textured, matte black plastic casing of a car's side mirror, studded with a series of tiny, spherical dewdrops that shimmer like scattered jewels in the cool, soft dawn light. A larger, completely transparent droplet, freshly fused from its smaller neighbor, begins its journey. Under the relentless pull of gravity, it begins its deliberate downward slide along the casing's gentle curve. Its perfectly spherical form elongates slightly as it moves, its transparent body acting like a fisheye lens, capturing the distorted, inverted reflections of the early morning sky and the soft, out-of-focus green of the distant trees. The droplet leaves a faint, damp trail in its wake, its movement slow and steady until it reaches the bottom edge of the plastic frame, where it abruptly stops, creating an atmosphere of tranquility and concentration. It hangs there, trembling almost imperceptibly, like a heavy crystal pendant clinging to a cliff face, its surface tension holding it in a state of quiet, suspended animation.",
+ "seed": 14714,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000301/group_8/index_1811_seed_14714_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": 3.59375,
+ "video_score2_ta": 2.21875,
+ "video_score2_mq": 3.765625,
+ "video_score2_overall": 9.5625,
+ "avg": 9.578125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static macro lens focuses on the textured, matte black plastic casing of a car's side mirror, studded with a series of tiny, spherical dewdrops that shimmer like scattered jewels in the cool, soft dawn light. A larger, completely transparent droplet, freshly fused from its smaller neighbor, begins its journey. Under the relentless pull of gravity, it begins its deliberate downward slide along the casing's gentle curve. Its perfectly spherical form elongates slightly as it moves, its transparent body acting like a fisheye lens, capturing the distorted, inverted reflections of the early morning sky and the soft, out-of-focus green of the distant trees. The droplet leaves a faint, damp trail in its wake, its movement slow and steady until it reaches the bottom edge of the plastic frame, where it abruptly stops, creating an atmosphere of tranquility and concentration. It hangs there, trembling almost imperceptibly, like a heavy crystal pendant clinging to a cliff face, its surface tension holding it in a state of quiet, suspended animation.",
+ "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. 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 macro shot focusing on a textured, matte black plastic casing of a car's side mirror, with tiny spherical dewdrops and a larger, completely transparent droplet that begins to slide under gravity. The scene is framed by a cool, dawn-like lighting, and the droplet leaves a damp trail as it moves toward the bottom edge, where it hangs in a state of suspended animation.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The frames show good sharpness and clear rendering of water droplets with convincing transparency and reflective properties. The depth of field and bokeh contribute to a cinematic look, and the lighting remains consistent across shots. There are no obvious artifacts or distortions, and the sequence maintains coherent color grading. While the imagery is strong, it does not reach flawless perfection; minor texture variation and occasional subtle inconsistencies prevent a top-tier score. In sum, visual quality is robust and aligns with a high-but-not-perfect rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several key elements—close-up framing, visible droplets, and a sense of motion—but several critical aspects diverge. The surface appears glossy rather than matte black, and the described fusion of a smaller droplet into a larger one is not clearly depicted. The environmental lighting reads warmer and more golden-hour than the cool dawn suggested by the prompt. The damp trail and the precise sequence of movement are not consistently represented. Overall, the match is partial: core ideas are present but important specifics are missing or altered.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits plausible physical behavior: droplets interact with the surface, gravity guides the movement, and the transparency/reflection are believable. However, some details are simplified or not fully aligned with real-world physics (e.g., the exact dynamics of the fused droplet and the damp trail). The overall physical realism is acceptable but not perfect, reflecting a moderate level of common-sense consistency.\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": 3.59375,
+ "TA": 2.21875,
+ "MQ": 3.765625,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static macro shot focusing on a textured, matte black plastic casing of a car's side mirror, with tiny spherical dewdrops and a larger, completely transparent droplet that begins to slide under gravity. The scene is framed by a cool, dawn-like lighting, and the droplet leaves a damp trail as it moves toward the bottom edge, where it hangs in a state of suspended animation.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The frames show good sharpness and clear rendering of water droplets with convincing transparency and reflective properties. The depth of field and bokeh contribute to a cinematic look, and the lighting remains consistent across shots. There are no obvious artifacts or distortions, and the sequence maintains coherent color grading. While the imagery is strong, it does not reach flawless perfection; minor texture variation and occasional subtle inconsistencies prevent a top-tier score. In sum, visual quality is robust and aligns with a high-but-not-perfect rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several key elements—close-up framing, visible droplets, and a sense of motion—but several critical aspects diverge. The surface appears glossy rather than matte black, and the described fusion of a smaller droplet into a larger one is not clearly depicted. The environmental lighting reads warmer and more golden-hour than the cool dawn suggested by the prompt. The damp trail and the precise sequence of movement are not consistently represented. Overall, the match is partial: core ideas are present but important specifics are missing or altered.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits plausible physical behavior: droplets interact with the surface, gravity guides the movement, and the transparency/reflection are believable. However, some details are simplified or not fully aligned with real-world physics (e.g., the exact dynamics of the fused droplet and the damp trail). The overall physical realism is acceptable but not perfect, reflecting a moderate level of common-sense consistency.\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